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                    <text>1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Leniency and Severity Errors in Performance Appraisal in the Context of
Collectivist and Individualist Culture
Gültekin YILDIZ
Prof. Dr., Department of Business Administration
Sakarya University, Turkey
yildizg@sakarya.edu.tr
Adem BALTACI
Assist. Prof. Dr., Department of Business Administration
Kırklareli University, Turkey
adem.baltaci@kirklareli.edu.tr
Abstract: Although the difficulty in carrying out the human resources’ practices into life in
different cultures is a major problem that the implementers have been handling for years, the
“appraisal errors”, which are important obstacles in front of an effective performance appraisal,
are needed to be examined more deeply in terms of socio-cultural factors. Because,
performance appraisals may be affected much by the value judgments that may have quite
serious differences with respect to the cultures. Therefore putting forward the effects of the
context in which the appraisal errors take place, has a critic importance for making sense of the
error reasons and for creating solutions. In this study, leniency and severity errors, those are
included in the performance errors, have been examined in the context of collectivist and
individualist cultures. Besides, the question as “how do the judgment values of those cultures
affect the tendencies of the raters towards leniency and severity error?” has been tried to
answer. This theoretical study has revealed that the variety of the cultural differences could
affect the tendencies of the raters towards leniency and severity influentially.
Keywords: Performance Appraisal Errors, Leniency and Severity Errors, Collectivist and
Individualist Culture.

Introduction
Performance appraisal whose necessity and benefits have been proved by numerous researchers has
been presented as an objective and rational function in business management books and guide books; most of its
appraisal methods have been developed basing upon the assumption that the raters will be objective and free
from prejudice in their observation and decisions. Otherwise; it does not matter how perfectly and impeccable
your system works for the errors will be inevitable during the process since the people who will carry out the
appraisal and the ones who will be affected by its results are all human beings. When the complexity of today’s
human behavior patterns and the inadequacy of the appraisal systems in encompassing these behavior patterns
are considered, it is obvious that performance appraisal errors will play an important role in the theoretical and
the practical researches in the forthcoming years.
The researchers have made great efforts and developed numerous methods in order to find a method
which is free of errors. This effort is displayed evidently by Landy and Farr’s (1980:82) statements: “Mighty
efforts have been made to discover the potential effects of various appraisal formats for many years. The alleged
hypothesis states that the instrument being used to obtain the information has a substantial importance on the
accuracy and expedience of the obtained information.” In fact, one of the reasons of these numerous methods to
be able to choose in performance appraisal is the indefinite attempts made by researchers to develop an enduring
method against appraisal errors. But, a method which is free of errors has not been developed yet.
The prevalence of appraisal errors are stated by Warmke and Billings (1979:124) by following words: “The
subjective appraisals made about the employee’s performance are usually get spoiled and corrupted by the errors
like halo or leniency.” Another comment made by Spool (1978:853) that supports this view and also states that
appraisal errors are everywhere: “The methods based on observation are nearly much more vulnerable against
human error margin than almost all other methods.” The importance of the problem resulting from the appraisal
errors is also highlighted by Borman (1979:410): “Unfortunately, performance appraisals are nearly inevitably
corrupted by appraisal errors (e.g. halo, leniency error) and they probably present in accurate appraisal results of
individuals which were obtained during performance appraisal process.”
Proved existence of appraisal errors are an obstacle to the validity and reliability of performance appraisal and
have a negative effect on organization employees’ beliefs and satisfaction regarding appraisal results. Ilgen

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proved that despite the researches done for years to develop and improve this process, the dissatisfaction about
performance appraisals have not decreased. Murphy and Cleveland displayed that performance appraisals are
hard core target of criticism and complaints and this dissatisfaction have become a norm in most of the
companies (Holbrook, 2002:102). Because performance appraisal results form a basis for management decisions
and the dispute among performance appraisal results which arise between the uppers and the inferiors probably
cause interpersonal conflicts (Greenberg, 1991:51-60). The employees get satisfied with appraisal results only if
their beliefs about their performances, which are high, match with the results. Employees consider that the
feedbacks are unfair when their appraisal results are low and especially when they get less positive results than
their expectations.
As this will be inferred from the explanations given above, typical dependent variable of the performance
appraisal researches is the accuracy of the performance measurement and in this context a lot of independent
variables (roles, instruments, goals, criteria etc.) have been examined in order to determine their effects. But
there is a quite need to examine “the appraisal errors” which are one of the most important factors that have
adverse effects on the validity and reliability of performance appraisal and also to research in depth the effects of
the context in which these errors took place. In this work, from performance appraisal errors, leniency and
severity errors have been examined in the context of collectivist and individualist culture. The main purpose of
the work is to display how collectivist and individualist values affect the raters’ tendency towards leniency and
severity errors. In the framework of this basic purpose, the answers for the following questions are being looked
for in this research:
1. How do the collectivist and individualist culture values affect leniency and severity errors?
2. Does the raters’ individualist or collectivist cultural background differentiate their tendency towards
errors (leniency and severity)?
3. Can the collectivist and individualist culture values be the explanatory of leniency and severity error?
It has been aimed at attaining the goals of this work in the context of these questions. Leniency and severity
errors have been theoretically examined in terms of a socio–cultural factor by using secondary data by means of
literature study.

Culture and Performance Appraisal Errors
We can define culture in brief as an integrated system consisting of characteristic behavior models of
the members that belong to society (Czinkota et al., 1999:35). In other words, culture consists of perception,
believing, evaluation, communication and the shared factors which provide acting among the people who share a
language, a historical period, and a geographical region (Triandis, 1996:408). Thereby, it is considered that
culture has a strong and continuous impact on individual and corporations in all over the world. Especially
starting from 1970s, culture has become a controversial concept in terms of culture, business and management.
Until recent years, while it is alleged that management is universal, international culture was being ignored but in
the recent years it has been started to investigate about the influences of the intercultural differences on the
management and it has been proved basing upon the specific researches that cultures affect the individuals and
direct them to different behavior models. It has been observed that the people who live in different cultures react
differently against similar subject and conditions. Consequently, this intercultural differentiation is an
explanatory of important problems since they affect working methods of the corporations, behavior models of
the individuals and management styles (Sargut, 2001:137). One of the problems is the errors made in
performance appraisal which provide how effectively the human resources are used in the organizations, most
outcomes of which are used in managerial operations and actions.
Appraisal errors are judgmental errors which occur while an individual observes and assess the other
one (Latham et al., 1975:550-555). What is ideal in performance appraisal is that the appraisal results reflect the
accurate, unprejudiced judgments processes. But, as it has been mentioned earlier, since the people are at stake in
the appraisal, lots of emotion, needs, attitudes and values involve in the process. Accordingly, it depends on a lot
of factors to find out what extend it was created in an unprejudiced way and whether it was really used or not to
guide the appraisal. The most important factor among these is the cultural characteristics that the rater possesses.

Leniency and Severity Error, Collectivist and Individualist Culture
Before starting to discuss how cultural differences of the raters affect their tendency towards leniency
and severity errors, it is useful to present the definitions of these errors and what collectivist and individualist
culture means in order to be able to understand the case.
Leniency error is one of the common errors which are faced in performance appraisals (Ilgen and
Feldman, 1983). Leniency error is defined as an error which impels to make higher appraisals compared to other
raters and a valid/reliable tendency as to certain raters (Kane et al., 1995:1039). According to another definition,
leniency error is the case when the raters unjustly give higher scores, appraisal results. These scores are

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evaluated by the distances of middle point of the scale to other scores or by their range to an accurate score (Saal
et al., 1980:413-428). In other words, leniency errors limit the used value range and this causes a statistical
decrease in the validity.
Just opposite of the leniency error is severity error that this is the case when the rater evaluate the
employee’s performances lower than it actually is (Can et al., 1998:167). In other words, it is the case when the
rater evaluates and employee or a group of employees lower than they actually are without taking into account
their actual success level. This tendency is usually observed among the raters who are inexperienced and not
exactly aware of the factors that affect the performance, whose self-confidence is low and also who get low
appraisals. Besides that the desire to show themselves as a perfectionist and an exacting manager and high
standards in the corporation play role in such appraisals (Bayar, 2002).
Collectivism means that people connect tightly to the social environment, the social members’ take care
of each other and protect the organization’s members and interests. Individualist means that individuals have
loose connections with the social framework and they are responsible for themselves (Hofstede, 1983:79).
According to another definition, individualism is the tendency that people only care about their and their families
interests (Hudgetts and Luthans, 1993:103). The first main discrepancy between collectivist person and
individualist person falls out in the point how these people define themselves. While the collectivist person feels
himself dependent on the other members of the group, individualist person displays more independent attitudes.
Second discrepancy point falls out in the positioning regarding the goals. While the individualist person’s goals
differentiate from the goals of the group that he/she belongs to, collectivist person’s goals make compliance with
the goals of the group. While the individualist person determines his/her collectivist behavior according to
his/her personal requirements and the rights which he/she perceives, collectivist person acts group norms
according to his/her duties and responsibilities. For a collectivist person, having relationships with internal group
and other people comes before rationalism. However individualist person makes rational calculations which keep
cost and benefit rates in the front (Sargut, 2001:187).
Collectivist culture individuals have the features of owning alignment, challenge, conflict avoidance
and more compatible behavior models. It seems that individual initiatives are not encouraged and the ideas are
determined within the group (Hofstede, 1984). On the contrary individualist cultures are described with their
features which accept conflict, consistency and put less emphasis on compliance, individual initiative is expected
and individual’s thought expressions are valuable. Therefore, in individualist cultures it is expected to show
greater tendency to opinion diversities.

Performance Appraisal in Collectivist and Individualist Culture
These distinctive features of the societies which have been mentioned above reflect on organizational
structures according to dominant culture and accordingly on performance appraisal systems. Here, Hofstede’s
individualist and collectivist dimension in the research that he carried out in order to explain how and why the
people from different cultures act as they will be expository as to be able to understand the issue better.
Forasmuch as some performance appraisal researchers claim that collectivist and individualist dimension is the
most important cultural dimension which has an impact on performance appraisal. Because, the person who
provides the assessments and feedback affect performance appraisal process in many aspects such as the purpose
and content of performance appraisal process (Milliman et al., 1998:157)
Hofstede analyzed culture in four dimensions in his study which he carried out on 116,000 employees
in 40 countries. These dimensions are power distance, uncertainty avoidance, individualism and collectivism,
masculinity and feminity. Hofstede’s individualism and collectivism dimension corresponds to “the relationship
between the individual and collectivism which rifles in a certain society” (Hofstede, 1984:148).
To express more explicitly, individualism and collectivism dimension is related to what extent the individuals’
goals and need prevail over the groups that is belonged to goals and needs (Triandis, 1989; Hofstede 1984).
Individualist societies care for individuals’ competition over the group’s welfare and individuals define
themselves with their own characteristics and success (Fiske et al., 1998). For instance, in such a culture,
individuals act according to their personal interests and employee–employers’ relations are generally perceived
as a business exchange (Seddon, 1987) and freedom of choice and individual initiative are emphasized. Within
this culture, most of the multi–sourced performance appraisal systems have been designed to obtain a
comprehensive and objective assessment about the individual’s performance (London and Smither, 1995; Denisi
and Kluger; 2000). Usually, individual performance assessments which have been obtained from various sources
are valued. As long as feedback performance develops self–confidence and success, individualists attribute value
to constructive and critical feedback (Milliman et al., 1998). The importance of personal relations between the
subject and raters has been reduced in order to facilitate to provide the critical feedback and performance
development.
On the other hand, due to the collectivist cultures’ nature, they have shown a tendency not to overrate
the role of the individuals in any case. Thus, in performance appraisal, it is focused on group performance rather

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than individual performance of each members of a group. The employees who work in a collectivist culture
make an effort to see their own interests above the groups’ interests (Hofstede, 1984) and employers recruit the
individuals who take place in their groups and whose behavior overlap with the group behavior (Huo and Von
Glinow, 1995). For the collectivists, it is very important to save the appearance (Fiske et al., 1998), to reduce the
differences and to maintain the harmony and good relations among the group members. The practices which are
individual–based human resource management covers is perceived as a threat to the team spirit since it moves
attention from group success to the individuals’ success.

The Impact of the Raters’ Collectivist and Individualist Cultural Background on Their
Tendency to Make Mistakes about Leniency and Severity
It is not too surprising that cultural differences which affect organizational structures appraisal systems
also have influences on leniency and severity errors from assessment errors. As mentioned before collectivist
cultures care about in–target goals togetherness, cooperation, loyalty and commitment; challenges and disputes
among group members are ignored at all costs. Therefore, raters in performance appraisal mostly make lenient
assessments; so disputes, resentments, in–group this harmony are being ignored (Milliman et al., 1998). The date
obtained from feedback sessions proves that the collectivists tend to ignore the disputes among the employees
(Cascio and Bailey, 1995).
Within the collectivist cultures, it is more important to ensure compliance with others, to gain a sense of
belonging than reflecting a positive personal image which could disrupt the group harmony (Korsgoard et al.,
2004:874). To ignore these problems in order not to distort the image may cause the appraisals regarding
employee performance to be more lenient and inaccurate. The researchers have revealed in a research that the
Malaysians whose individualism is low avoid giving negative feedback and Chinese managers make leniency
errors in the appraisals they perform (Chow, 1998; Seddon, 1987). As a support to this, in a research carried out
in Republic of China, in which 982 couples who work in 9 different institutions in leader and subordinate
positions have been used as subjects, the appraisals regarding performance that individuals carried out on their
own are compared to the appraisals regarding inferior performance that were performed by supervisors. Results
indicate that Chinese employees assessed their own performance less tolerant than their supervisors. These
results contrast with the performance appraisal results which American employees typically do about themselves
and are more lenient compared to their inspectors (Farh et al., 1991:129). These results coincide with the results
of Hofstede’s (1997).
Hofstede has found out in his study that the employees who belong to Republic of China are the most
collectivist and American employees are the most individualist. Leniency error which arises among American
employees is compatible with view that the individualist appraisers have the impulse to see/perceive themselves
as positive as possible.
This view rooted in a profound way in western, individualist tradition which emphasizes individual
achievement, personal competence and self-respect. Exaggerated personal perceptions accord with individualist
cultures; and don’t accord with collectivist cultures which promote interpersonal harmony a interdependence,
solidarity and group harmony (Farh et al., 1991:131).

The Effects of Psychological Process on Leniency and Severity Errors
To display the psychological processes regarding the appraisers who have different cultures can lead to
some different results as to performance appraisals. Thus, individualists focus on their own uniqueness, to
achieve their goals, their internal reference forms, self ego (Oyserman et al., 2002). This case potentially drives
them to do harsher assessments on other people’s behaviors models. The collectivists think that self-ego may
easily be affected by static social environment (Triandis, 2001). For collectivists, happiness implies control and
self-restraint in emotional and behavioral expressions. Thus it will be possible to maintain relations away from
dispute. Contrary to the judgments of collectivists, the question of causality and attributions are based on social
context in which social boundaries and behaviors take place. Collectivists’ focus on the case and context (on the
attitudes and behaviors of, in other words, on the content and characteristics of cases compared to individualists)
in which a behavior is being fulfilled can be a disadvantage to obtain accurate performance appraisals.
Collectivists have higher chances to make leniency error to maintain in-group harmony, because they
want to ensure the group to attain its goals and to maintain its happiness. Furthermore, the group members’
behaviors can be interpreted in the context of social boundaries (Oyserman et al., 2002). As a result, determined
for collectivists rationalism means the importance of determined fixed and static group relations in which the
exchange is based on the principles of equality and generosity. While explaining the research results, Smith
(2004) claims that in-group harmony in collectivist societies will encourage the individuals to do more tolerant
assessments which include consent/acceptance.

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In individualist cultures, it is not a big problem for individualists (compared to the collectivists) not to
give negative feedback for the fear of creating conflict among the employees. On the contrary, it is a priority to
express the attitudes and opinions in an honest way. In addition, individualists may tend to present harsh
appraisal results; because task performance and development are more important than the goal of maintaining
compatible relations among the employees. According to them, if the old relationships are quite troublesome,
new relationships can be easily established. According to the individualists, the relations are perceived as the
facilitator factors which serve to obtain their own interests. This makes the appraisal differences between the
individualists and collectivist to be noticed easily.

Cultural Differences between the Rater and Ratees
Another case which the culture can have a significant impact on appraisal behavior is the case when the
rater and ratees have different cultural backgrounds. For example, since the labor force is culturally more
different, this situation may occur often in North American institutions. In these cases, since the rater is not
aware of the behavior models within the ratee’s culture, the accuracy of the appraisals decrease (Triandis and
Brislin, 1984:1006-1017). For instance, an individualist rater may not be focusing on the contributions of the
ratee to the group he/she belongs to and may not care his/her team work skills. On the contrary, a rater with a
collectivist perspective may put more emphasis on the roles of the ratees in the team, the contributions they make
for the achievement of the team’s goals and he/she may pay less attention to their individual performance. As a
result, these cultural misunderstandings may cause to be fallen in leniency error in one and severity error in
another.

Motivation Approaches of the Raters
Another issue that must be dealt with here is the relationship between severity error and motivation in
the context of individualism and collectivism. Researchers offered explanations on the effect of motivation
behind the appraisers’ lenient and severe appraisals. Accordingly, it’s possible that managers can make different
appraisal regarding the employees’ motivation according to their individualist and collectivist cultural
background. Increasing number of studies suggest that North Americans for whom individualist values are
dominant within the context of business, are less aware of their colleagues’ socio-emotional expressions
(Sanchez-Burks, 2002). Although the recent intercultural surveys which have been carried out indicate that
people constantly say that the money is a factor that satisfies least their needs (Sheldon et al., 2001) an
intercultural research which was carried out by Morris and his friends about global company the idea that North
Americans bring a “Market Orientation” to their interpersonal relationships, in other words, they evaluate their
relationships according to their interests (Morris et al., 2000:97-123). As a support to this research, Miller claims
that Western individualism puts a greater emphasis on the role of external factors about the others’ behaviors and
has a common belief about “self–interest norm” (Miller, 1999:1053-1060). Self–interest norm defends that if
any economic interests exist, even if in the cases which employees believe that they are internally motivated,
external factors would be more effective. However, within the collectivist cultural contexts that self–interest
norm is less determinant, it is expected that managers potentially will pay more attention to the internal factors
that motivate the employees. When the managers’ who belong to collectivist culture compared to the
individualists, their employees will be assessed in the most useful way for the groups. Therefore, if the high
appraisal results will mean more employee satisfaction and more compatible relations, the managers will make
lenient errors depending on high assessments. In accordance with this, according to Morris and his friends’
findings, unlike North American employees who have individualist values, Spanish employees have
demonstrated a proximity orientation (having a high emotional commitment with his work–mates) and Chinese
employees have demonstrated a family orientation (a self–sacrifice orientation for group) (Morris et al., 2000:97123).
As a result, in the collectivist cultures, even if the low assessment results are deserved, the motivation decrease
among the people at the point of performance development (Longenecker et al., 1987), the raters’ tendency to
maintain positive relationships with the subjects (Murphy and Cleveland, 1995) may cause them to fall in
leniency error.
As it will be understood from the researches, in the performance appraisal, the raters’ cultural
differences will influence their tendency to fall in leniency and severity errors. An effective performance
appraisal system will only be possible with the creation of a system which offers valid and reliable results that
are free of errors. In the establishment of such a system, the need for not ignoring cultural differences among the
raters, determination of the socio–cultural factors in the error analysis play a critical role.

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Conclusion
Performance appraisal has become available in all areas of industry in today’s business life and it has
become an application which has a strategic competition advantage in the globally severe competitive
conditions. In a survey made by Locher and Teel, it has been observed that 89 % of the companies that
participated in the survey placed their performance appraisals on a regular basis (Locher and Tell, 1977). Bass
and Barrett argued that all institutions have a method regarding employee’s performance appraisal that they carry
out secretly or explicitly (Bass and Barrett, 1981:259). Despite the increasing popularity of performance
appraisal, there is a need to do a further examination as to socio- cultural factors on appraisal errors which affect
negatively the performance appraisal activities.
The research indicates that there is a need to do a very good analysis of social and cultural factors in
order to be able to explain the variability of leniency and severity errors are judicial errors which the raters do
during the appraisal process. So it is a result of distorted judicial process that here raters’ tendency to fall in
leniency and severity errors. To determine the intercultural differences in the context of leniency and severity
errors is very important both as a reflection of cultural differences on independent dimension and also as to
intercultural research methodology and the inferences in terms of emic/ethic features.
An aspect of the methodology will be emic when it is associated with a culture, in other words, only when it
moves in a certain way in a culture. If it works in a similar way in many cultures then it is considered to be
independent from culture and it is called ethic. When seen from this perspective, our study was to reveal an emic
reality. What this reality is that raters’ cultural differences affect their tendency to fall in leniency and severity
errors.

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348

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                <text>Leniency and Severity Errors in Performance Appraisal in the Context of  Collectivist and Individualist Culture</text>
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BALTACI, Adem</text>
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                <text>Although the difficulty in carrying out the human resources’ practices into life in  different cultures is a major problem that the implementers have been handling for years, the  “appraisal errors”, which are important obstacles in front of an effective performance appraisal,  are needed to be examined more deeply in terms of socio-cultural factors. Because,  performance appraisals may be affected much by the value judgments that may have quite  serious differences with respect to the cultures. Therefore putting forward the effects of the  context in which the appraisal errors take place, has a critic importance for making sense of the  error reasons and for creating solutions. In this study, leniency and severity errors, those are  included in the performance errors, have been examined in the context of collectivist and  individualist cultures. Besides, the question as “how do the judgment values of those cultures  affect the tendencies of the raters towards leniency and severity error?” has been tried to  answer. This theoretical study has revealed that the variety of the cultural differences could  affect the tendencies of the raters towards leniency and severity influentially.</text>
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                    <text>1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Does Sector Make a Difference in HRM Practices?
Turkish Companies in Marmara Region
Gültekin YILDIZ
Sakarya University-Business Administration Department
Serkan BAYRAKTAROĞLU
Sakarya University-Business Administration Department
Yasemin ÖZDEMĐR
Sakarya University-Business Administration Department
Özlem BALABAN
Sakarya University-Business Administration Department

Abstract: HRM discipline, occurring in 1920’s in the USA, has been predominant in the
USA and the European countries and there has been evolving phases throughout the 20th
century (Storey, 1989). It has been observed that the activities, objectives, dimensions, and
importance of the human resource function have changed dramatically since the 1970s
(Lundy, 1994). This is a result of social, political, economical, legal and technological
developments and the changes of work life, organisational features, labour. HRM functions
and practices are also affected by many other factors like national and organisational
circumstances (Andersen, 2000), sector, market type (Beer et al., 1984).
In Turkey, there is similar development. The Turkish HRM literature has a paralel rhetoric
especially to USA and Europe but the reality HR practices are not at the level that is told in
the literature (Ercek, 2006). The reality is different as a result of internal and external factors
effect to organisational structure and so to HRM functions. These factors are organisational
features, interpersonal relations, job’s features and personal characteristics are the internal
factors and external labour, external resources, rivals and regulators are the external factors
(Kaynak et al., 2000; Bingol, 2006; Sabuncuoglu, 2000), the current situation of the market in
which the company operates (Uyargil and Ozcelik, 2001). Also in Turkey organisational
structure (Ercek, 2006) and the number of employees (Çakmak et al., 2007) in other words
organisational size affect the HR practices and causes differentiation. Organisational size is
also one of the factors that determine the efficiency of HR practices (Aycan, 2001; Ozcelik
and Aydinli, 2006; Tanova and Nadiri, 2005).
The circumstances of the HR practices in Turkey must be investigated more (Ercek, 2006).
This paper starts from this point and will investigate if sector is an important factor that affect
HRM practices.
This paper critically explores if sector makes a difference in HRM practices and according to
this aim the research will be based on questionnaires conducted within companies of
manufacturing and service sectors who have HR departments in Marmara Region of Turkey.
The data gained from the questionnaires are analyzed statistically using SPSS 17.00.
Keywords: HRM, HRM in manufacturing sector, HRM in service sector

Introduction
Human resource management (HRM) discipline, occurring in 1920’s in the USA, has been
predominant in the USA and the European countries and there has been evolving phases throughout the 20th
century (Storey, 1989). It has been observed that the activities, objectives, dimensions, and importance of the
human resource function have changed dramatically since the 1970s (Lundy, 1994). This is a result of social,
political, economical, legal and technological developments and the changes of work life, organisational
features, labor. And also sector (Kaufman, 2007) and market type (Beer et al., 1984) are effective on HR
departments structure and HR practices based on functions.
There are many HRM models in America and Europe which are descriptive for determining the HRM
understanding of an organisation or a country. These models are maps factors that affect the HRM structure in a
general manner or and HR functions in a more specific view. The Model of Brewster and Bournois underlines

86

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

the importance of sectors effect on HRM practices (Brewster and Bournois, 1991; from Pinnington ve Edwards,
2000: 19).
The importance of human in the organizations and the features of the jobs/works are different in
different sectors. In manufacturing sector automation and information technologies are used more than service
sector. But in service sector the production and consuming are simultaneous, the intensity of labor is high so a
structure that is consisted of a face-to-face relationship between the personnel and customers. A production
focused management style is dominant in manufacturing sector and in service sector, a customer focused
management style is dominat (Gök, 2006). Because of these main differences of sector features and
management styles, in two sectors different HRM practices are expected.

The Background of HRM Practices in Turkey
In Turkey, there is similar development. The Turkish HRM literature has a parallel rhetoric especially
to USA and Europe but the reality HR practices are not at the level that is told in the literature (Ercek, 2006).
The reality is different as a result of internal and external factors effect to organisational structure and
so to HRM functions. These factors are organisational features, interpersonal relations, job’s features and
personal characteristics are the internal factors and external labour, external resources, rivals and regulators are
the external factors (Kaynak et al., 2000; Bingol, 2006; Sabuncuoglu, 2000), the current situation of the market
in which the company operates (Uyargil and Ozcelik, 2001). Also in Turkey organisational structure (Ercek,
2006) and the number of employees (Çakmak et al., 2007) in other words organisational size affect the HR
practices and causes differentiation. Organisational size is also one of the factors that determine the efficiency
of HR practices (Aycan, 2001; Ozcelik and Aydinli, 2006; Tanova and Nadiri, 2005). In addition HRM
functions and practices are also affected by many other factors like national and organisational circumstances
like sector (Andersen, 2000).
The circumstances of the HR practices in Turkey must be investigated more (Ercek, 2006). This paper
starts from this point and will investigate if sector is an important factor that affect HRM practices.

Objective of the Research
This paper critically explores if sector makes a difference in HRM practices. Because in the literature it
is mentioned that sector is one of the important factors that affect the HRM practices. And also if our hypothesis
is true, this can give an opinion to the organisations for realizing their HRM decisions according to sectoral
circumstances.

Research Methodology
According to the objective of this study, the research will be based on questionnaires conducted within
companies of manufacturing and service sectors who have HR departments in Marmara Region of Turkey. The
data gained from the questionnaires are analyzed statistically using SPSS 17.00.

General Findings
The datas are gained from 62 manufacturing organisations and 63 service sector organisations, totally
125 organisations. In this section, the findings of our research will be indicated.
Initially the frequencies about our sample’s features like sector and personnel number will be given in
Table 1.
Table 1: The Frequencies about Sample’s Features (Sector)
Manufacturing
Service
Sector
N
%
Sector
N
Textile
12
19,4
Tourism
29
Construction
13
21,0
Banking
18
Iron and steal
8
12,9
Insurance
12
Automotive
17
27,4
Other
4
Food
11
17,7
Information technologies
1
1,6
TOTAL
62
100
TOTAL
63

%
46,03
28,57
19,04
6,3

100

87

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

According to literature organisational size is an important factor that affect the HR structure so
frequencies about this is like in Table 2.
Table 2: The Frequencies about Sample’s Features (Personnel Number)
Manufacturing
Service
Personnel number
N
%
Personnel number
N
1-49
26
41,9
1-49
16
50-99
8
12,9
50-99
4
100-250
5
8,1
100-250
16
More than 250
23
37,1
More than 250
27
TOTAL
62
100
TOTAL
63

%
25,4
6,3
25,4
42,9
100

The personnel number frequencies show that there is similarity and balance in our sample in both
sectors.

Findings about HR Practices
In this part the findings of our research about HR practices will be given in two parts; for
manufacturing and for service sector, then will be compared generally.
As it is indicated in the previous researches the name of the department related with human resources is called
human resources. The distribution of frequencies on the name of the department is in Table 3.
Table 3: Distribution of Frequencies on the Name of the Department
Manufacturing
Service
Department name
N
%
Department name
N
Personnel
16
25,8
Personnel
8
Administrative and financial 6
9,7
Administrative
and 6
works
financial works
Accounting and financing

3

4,8

Human resources
Other
(Personnel
and
administrative works, personnel
and human resources)
TOTAL

32
3

51,6
4,8

Accounting
financing
Human resources
Other

62

100

TOTAL

and

%
12,7
9,5

4

6,3

40
5

63,5
7,9

63

100

There is similarity in the name of the department related with human resources and in both sectors
human resource department is used mostly with great rate.
In manufacturing sector, human resources managers/directors (N= 15, 24, 2%) and human resource and
financial works managers (N= 14, 22, 6%) are at the position for the responsibility of HR function. And the
93% of the people who is responsible of HR department are graduated from university and from business
administration (N= 31, 50, 0%). And in service sector, human resources manager/director are at the position for
the responsibility of HR function with 28, 6%. And the 93, 7% of the people who is responsible of HR
department are graduated from university and 47, 5% of them from business administration. There is also a
similarity in the graduation of the people who is responsible of HR department.
*From this point it is necessary to indicate that the person who filled the questionnaires could select
more than one choice. So the most selected choices are mentioned here and the totals can be more than 100%
for each question.
As it is mentioned in the theoretical background, there are many internal and external factors that
affect HR practices. Here are the findings about these factors;
• In manufacturing sector, the most important internal factors that affect the structure of HR function are
indicated like total quality management (N=44, 70, 9%) and features of the employees (N=36, 58, 0%).
• And in service sector, the most important internal factors that affect the structure of HR function are
indicated like features of the employees (N=47, 74, 6%), strategic management (N= 42, 66, 6%) and
the top managers’ management style (N=38, 60, 3%).
The ranking of the internal factors that affect the HR practices is different. Features of the employees
are the only common factor mentioned above.

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo
•
•

•
•
•
•

•
•
•
•
•
•
•
•
•
•

•
•
•
•

•
•
•
•
•

In manufacturing sector, the most important external factors that affect the structure of HR function are
indicated like labour structure (N= 46, 74, 1%) and competition density (N= 42, 67, 7%).
And in service sector, the most important external factors that affect the structure of HR function are
indicated like labour structure (N= 54, 85, 5%), competition density (N= 49, 77, 7%) and technology
(N=39, 61, 9%).
The external factors that affect the HR practices and their ranking of is the same.
The findings about HR functions in manufacturing sector can be indicated as below;
The necessity of ISO/TSE standards (N= 24; 38, 7 %) and HR/personnel selection (N= 24; 38, 7 %) are
the most important aims of the job analysis.
HR planning time is especially between 6 months and 1 year (N=29; 46, 7 %).
Using application form for HR selection is the most common used method (N=55; 88, 7%).
The most common used employee/ HR supply methods are overtime working (N= 32; 51, 6%) and
external employee/HR supply application (N= 31; 50%). Previous applications (N=34; 54, 8%) and
personal advices (N= 29; 46, 7%) are especially used as the type of external personnel supply
resources.
Organisations use conferences (N= 31; 50 %) and probation (N= 26; 41, 9%) as training methods most
commonly. The training result are evaluated by measuring previous and latter performances (N= 39;
62, 9%) and previous and latter tests (N=29; 46, 7%).
Job evaluation is used for employee selection according to job (N= 30; 48, 3%) and internal
movements like promotion and transfer (N=29; 46, 7%).
The most important factor that affect the wage level is effective performance appraisal (N= 44; 70,
9%) and the other market wages level (N= 22; 35, 4%).
Incentive wage system based on personal performance is the most common used wage system (N= 34;
54, 8%). Main wage plus premium/bonus is also being used frequently (N= 24; 38, 7%). The wage
increase is mostly affected by inflation rate adding performance results (N= 42; 67, 7%).
Salaried day off expect legal requirements for death, accident, marriage, etc. (N= 30; 48, 3%), bonus
(N= 30; 48, 3 %), cafeteria services and year permission money (N= 27; 43, 5%) are the most common
used social aids and services.
Performance lowness (N= 42; 67, 7%) and disciplinary (N=40; 64, 5%) are the most common layoff
reasons.
The findings about HR functions in service sector can be indicated as below;
Constituting job descriptions (N= 31; 49, 2 %) and job requirements (N= 31; 49, 2 %), job evaluation
(N= 27; 42, 9 %) are the most important aims of the job analysis.
HR planning time is especially between 6 months and 1 year (N=30; 47, 6 %).
Using application form for HR selection is the most common used method (N=56; 88, 9%). The other
ones are interview of one person (N= 34; 54, 0 %) and references (N= 33; 52, 4 %).
The most common used employee/ HR supply methods are external employee/HR supply application
(N= 37; 58, 7%) and internal movements like promotion and transfer (N= 28; 44, 4%). Previous
applications (N=38; 60, 3%) and personnel advices (N= 31; 49, 2%) are especially used as the type of
external personnel supply resources.
Organisations use conferences (N= 36; 57, 1 %) and probation (N= 21; 33, 3%) as training methods
most commonly. The training result are evaluated by measuring the usage level of what is learned
(N=32; 50, 8%) and pervious latter performances (N= 31; 49, 2%).
Job evaluation is used for internal movements like promotion and transfer (N=28; 44, 4%), equal wage
principle (N=27; 42, 9%) and also determining education necessity (N= 26; 41, 3).
The most important factor that affect the wage level is performance appraisal (N= 37; 58, 7 %) and
also market wages level is the effective factor (N= 31; 49, 2%).
Incentive wage system based on personal performance is the most common used wage system (N= 28;
44, 4%). Main wage plus premium/bonus is also being used frequently (N=23; 36, 5%). The wage
increase is mostly affected by inflation rate adding performance results (N= 38; 60, 3%). The other
important factor that affect the wage increase is average market raise (N= 21; 33, 3%).
Salaried day off expect legal requirements for death, accident, marriage, etc. (N= 32; 50, 8%), bonus
(N= 25; 39, 7%) and clothing aid (N=22; 34, 9%) are the most common used social aids and services.
Disciplinary (N= 46; 73, 0%) and performance lowness (N= 37; 58, 7%) are the most common layoff
reasons.
As a result we can generally say that;
The aims of job analysis in two sectors are different.
HR planning time is between 6 months - 1 year and is same in two sectors.
Using application form for HR selection is the most common used method in two sectors.

89

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo
•

The employee/ HR supply methods are different in two sectors but the type of external personnel
supply resources is the same.
• The training methods and the training evaluation methods are the same.
• The areas of job evaluation usage in two sectors are different.
• The factors that affect the wage level are the same.
• The wage systems and the factors that affect the wage increase are the same.
• The social aids and services are also the same.
• The most common layoff reasons are same in two sectors.
The general evaluation of the findings shows that there more similar aspects in HR practices than
differences.

Conclusion
Most of the HR functions and especially HR requirement and selection, training and development,
wage management, performance appraisal are nearly used in all organisations and in all sectors.
HR functions are affected by organisation culture, structure, organizational size and sector. So it is
thought that there is a difference between the HR practices of the organisations in manufacturing and service
sector.
This study’s findings shows that generally there are similarities in HR functions like HR planning time,
HR selection methods, HR supply resources, training methods and evaluation methods, wage management,
social aids and layoff reasons. But it must be said that although the methods used in these HR functions are
similar, the ranking and the factors that affect the HR practices are different. Also the aims of job analysis, HR
supply methods and the areas of job evaluation usage are different. As a result sector makes a difference in
some HR practices. But this result can’t be generalized. So many other researches that have bigger samples is
required to make general decisions and find the reasons of the differences in HR practices.

References
Andersen, A. (2000) “2001’e Dogru Insan Kaynakları Arastırması”, Sabah Yayıncılık, Istanbul.
Aycan, Z. (2001) “Human Resource Management in Turkey-Current Issues and Future Challenges”, International Journal
Of Manpower, Vol. 22 No. 3, pp. 252-60.
Beer, M., Spector, B., Lawrence, P.R., Mills, D.Q. and Walton, R.E. (1984), Managing Human Assets, Free Press, New
York.
Bingöl, D. (2006) Insan Kaynakları Yonetimi, Arıkan Yayınları, 6. Baskı, Đstanbul.
Brewster, C. ve Bournois, F. (1991) “Human Resource Management: A European Perspective”, Personnel Review, Vol. 20,
No. 6, pp. 4-13.
Ercek, Mehmet (2006) “HRMization in Turkey: Expanding the Rhetoric-Reality Debate in Space and Time”, International
Journal of Human Resource Management, Vol. 17, No. 4, pp. 648-672.
Gok, Sibel (2006) 21. Yüzyılda Insan Kaynakları Yonetimi, Beta Basım Dağıtım, Istanbul.
Kaynak, Tugrul, Z. Adal and et al., (2000) Insan Kaynakları Yonetimi, Istanbul Universitesi Isletme Fakultesi Isletme
Iktisadı Enstitusu Arastırma ve Yardım Vakfı Yayını, No: 7, Istanbul.
Kaufman, Bruce E. (2007) “The Development of HRM in Historical and International Perspective”, in The Oxford
Handbook of Human Resource Management, edit: Boxall, Peter, John Purcell ve Patrick Wright, Oxford University Press,
New York, pp. 19-47.
Lundy, O. (1994), “From Personnel Management to Strategic Human Resource Management”, The International Journal of
Human Resource Management, Vol. 5, No. 3, pp. 687-720.
Pinnington, A. ve T. Edwards (2000) Introduction to Human Resource Management, Oxford University Press, New York.
Storey, J. (1989) New Perspectives on Human Resource Management, Routledge, London.
Uyargil, C. and Ozcelik, O. (2001), “Some Characteristics of the Turkish HR Managers/Professionals and a Comparative
Study with Three European Countries (United Kingdom, Germany and Spain)”, Paper Presented At Global HRM
Conference, June 19th-22, Barcelona.

90

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ÖZDEMİR, Yasemin
BALABAN, Özlem</text>
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                <text>HRM discipline, occurring in 1920’s in the USA, has been predominant in the  USA and the European countries and there has been evolving phases throughout the 20th  century (Storey, 1989). It has been observed that the activities, objectives, dimensions, and  importance of the human resource function have changed dramatically since the 1970s  (Lundy, 1994). This is a result of social, political, economical, legal and technological  developments and the changes of work life, organisational features, labour. HRM functions  and practices are also affected by many other factors like national and organisational  circumstances (Andersen, 2000), sector, market type (Beer et al., 1984).  In Turkey, there is similar development. The Turkish HRM literature has a paralel rhetoric  especially to USA and Europe but the reality HR practices are not at the level that is told in  the literature (Ercek, 2006). The reality is different as a result of internal and external factors  effect to organisational structure and so to HRM functions. These factors are organisational  features, interpersonal relations, job’s features and personal characteristics are the internal  factors and external labour, external resources, rivals and regulators are the external factors  (Kaynak et al., 2000; Bingol, 2006; Sabuncuoglu, 2000), the current situation of the market in  which the company operates (Uyargil and Ozcelik, 2001). Also in Turkey organisational  structure (Ercek, 2006) and the number of employees (Çakmak et al., 2007) in other words  organisational size affect the HR practices and causes differentiation. Organisational size is  also one of the factors that determine the efficiency of HR practices (Aycan, 2001; Ozcelik  and Aydinli, 2006; Tanova and Nadiri, 2005).  The circumstances of the HR practices in Turkey must be investigated more (Ercek, 2006).  This paper starts from this point and will investigate if sector is an important factor that affect  HRM practices.  This paper critically explores if sector makes a difference in HRM practices and according to  this aim the research will be based on questionnaires conducted within companies of  manufacturing and service sectors who have HR departments in Marmara Region of Turkey.  The data gained from the questionnaires are analyzed statistically using SPSS 17.00.</text>
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                    <text>1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

The Comparative Analysis of Economic and Social Performances of
Transition Economies and the Case of Bosnia-Herzegovina1
Đbrahim Güran YUMUŞAK
Asst. Prof., PhD. Kocaeli University Department of Economics
iyumusak@kocaeli.edu.tr
Mahmut BĐLEN
Asst. Prof., PhD. Sakarya University Department of Economics
mbilen@sakarya.edu.tr
Abstract: Transition economies have undergone an enormous transformation since 19891991. After the recession of the early 1990’s, some of these economies experienced a GDP
recovery, at a different pace, with different outcomes in terms of economic growth and social
performance (human development, employment, poverty, etc.). This paper tries to analyze the
level of human capital for Transition Economies by comparative methods. In order to analyze
level of human capital for Transition Economies, we used the human development indexes.
Transition economies progress in the transition process has different effects due to internal and
external factors. The human development level in transition economies is relatively high in
spite of a huge recession and very poor economic performance, thanks to previous investments
made in social dimensions by previous regimes. In fact, economic performance would suggest
worse human development levels. Nevertheless, the transition process influenced the nonincome dimensions of people, often worsening the main indicators. Among the countries of
Central and Eastern Europe, Bosnia and Herzegovina is the ninth position as far as HDI rank
is concerned, just above Macedonia and Albania. BiH in aggregate human development terms
is continuing to progress. Its HDI score now places it at the lower band of the most developed
countries in the world.
Key Words: Human Capital, Human Development, Transition Economies, BosniaHerzegovina

Introduction
After the collapse of the Soviet, Countries belongs to the Socialist economic system has tried to change
the production and trade forms of economy fundamentally from the socialist to open economy. These economies
need to structure of property and the consumer and producer of behavior a well for change in the encounter. The
countries economic structures defined as transition economy. The countries in the transition process get attention
due to several reasons by the researchers. This study tries to analyze the transition characteristic of the economy
of the South East European Countries’ human and social development levels, the human and social development
and economic development relationship. Therefore, this study aims to compare the transition economies of the
human development levels in comparison analysis. In this goal, transition economies of education rate,
enrolment ratio, the average life expectancy and people per capita are used to reach human and social
development index values of using the for analysis. Thus, the countries’ economic development human capital
potential has been determined. Although, income shows economic development levels for countries, income,
health and the quality of should be the taken into consideration on the basis of the examination.
As we know that The United Nations Development Organization publishes every year in a Human
Development index (Human Development INDEX-HDI) since 1990, this index not only shows the qualitative
change but also in terms of quality that functions as a scale of an important indicator. This index covers
economic performance, human and social development, the education and health indicators.
This study proceed as follows: The first section gives the properties of transition economies, features
economic performance and the relationship between the human and social development. The second section
explains the human capital and the concept of human and social development index. The third section examines
the transition economies’ levels in human and Social Development index.
1

This paper based on “The Comperative Analysis of Levels of Human Development Levels of Transition Economies”
presented at the Karamanoglu Mehmetbey University Journal of Economic and Administrative Sciences Faculty and “The
Comperative Analysis of Levels of Human Development of Middle Asia Turkish States And Turkey” II. International
Social Scientists Congress, Bishkek, 22-24 October 2008.

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

1. Transition Economies and Economic-Social Performance
Transition economies have undergone an enormous transformation since 1989-1991. After the recession
of the early 1990’s, some of these economies experienced a GDP recovery, at a different pace, with different
outcomes in terms of economic growth and social performance (Tridico, 2005:1). After the collapse the bloc's
Socialist in 1989, these countries has increased their effort to transforming economic systems. Countries are
living this transition process from central plan economy to free market economy economic structures defined as
“Transition Economy”. Even though these countries are classified in different group for several criteria, these
countries classified as the geographical and their union categorical : Central and Eastern European Countries and
the Baltic Countries (The Czech Republic, Poland, Lithuania, and others), South -East European Countries
(Romania, Bosnia and Herzegovina, Albania, and others) and the Commonwealth of Independent States
(Georgia, Ukraine, Azerbaijan, and others).
1.1. Economic-Social Performance
Transition from central plan economy to free market economy is a tough process and fundamental
reforms are required. Institutional structure with the social norms, the institutions which fails powers and values
ties between should be transformed (Tridico, 2005:2). This transformation, transition economies the current
economic problems increased problem and makes difficult transition. In the early 1990s, Central and Eastern
European Countries and the Commonwealth of Independent States member of the countries in economic
wreckage, poverty, have increased its income distribution changed and unemployment rates increased.
In particular The Former Soviet Union countries of the people living life standards are getting worse.
This situation in countries market economy transition process is lame and that it put faith in the adverse effect.
New economic order and relations, the establishment of the development of perceptions of people depends on
the changing.
Transforming economy from the planned economy to the market economy involves many social costs.
There are several reasons. These reasons are: there is no social security guarantees in market economy, it does
not personal prosperity of the education and health services focus on economic productivity and competition, the
budget deficit will decrease social services performed. Even though, the transition economies show different
characteristics, they have some similar properties. The properties; some of the state administration with a
relatively flexibility at a distance but is strong, public sector to be great, underdeveloped corporate infrastructure,
the problem is poverty to be widely (UNDP, 2005a:16).
In addition to these, due to the lack of infrastructure crime fed its height is that a bribe with problem
also serious fundamental problems with is among them. These problems are important barriers for the
development of the market economy. This claims to the contrary the countries in another feature, human capital
and social the most important factor in the education of the infrastructure in the field of the very strong. The
economy of Transition process the countries of the economic structures and the situations is significantly differ
from the. The Baltic countries and among the Balkan countries, there are differences between Turk Republics
and the Central European countries.
Table 1: Transition Economies and Economic Performances USD
Central Eastern Europe – The Baltic
Commonwealth of Independent States
South Eastern Europe
States
(CIS)
Annual
PPP Income
Annual
PPP Income
Annual PPP Income
(USD)
Growth Rate
(USD)
Growth Rate (USD)
Country Growth Rate
Country
Country
2005
2005
2005
(1990-2005)
(1990-2005)
(1990-2005)
3.2
22273 Macedonia
-0.1
7200
-0.1
10845
Slovenia
Russia
1.9
14494 Romania
1.6
9060
-2.4
6848
Lithuania
Ukraine
3.6
13646 Bosnia-Herz.
12.7∗
2546
2.2
7918
Latvia
Belarus
4.2
15478 Bulgaria
1.5
9032
-3.5
2100
Estonia
Moldova
4.3
13847 Albania
5.2
5316
0.2
3365
Poland
Georgia
1.9
20538
4.4
4945
Czech Rep.
Armenia
2.8
15871
2.0
7857
Slovakia
Kazakhstan
2.6
13042
…
5016
Croatia
Azerbaijan
3.1
17887
-6.8
3838
Hungary
Turkmenistan
0.3
2063
Uzbekistan
-1.3
1927
Kyrgyzstan
-4.0
1356
Tajikistan
Source: (UNDP, 2007b:277-80)
∗ Data refer to a period shorter than that specified.

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

In addition to these differences, economies liberalize and privatization programs differences into
account the given the countries that economic performance transit and was successfully programs resuming a
limited similarities are observed It is therefore, the country assessments is not based on the individual country,
assessments should based on grouped countries.
Transition economies economic performances of the assessment is done in particular in Europe the
countries involved growth and income per capita indicators compared to others is quite high that acceptable.
Central and Eastern European Countries and the Baltic Countries’ per capita of income levels 13000-22000 USD
(PPP) while between 1990 and 2005 between the years annual growth rate is between 1.9 - 4.3. In South East
European countries per capita of the level of income 5000-9000 USD (PPP) and economic growth rate accept
Bosnia and Herzegovina and Albania, is quite low. In The Commonwealth of Independent States of the countries
in the Russian to those who level of income 8000 USD (the PPP under the) while the average annual
performances are growth distributed between -6.8 and 4.4. In this group, economic performances of the Turkish
Republics are lowers than the others
When we compare the transition economies with countries in low human infrastructure and low
economic performance, due to social investments by the socialist regime, the human development level is
relatively high. But economic crisis in the early 1990s, due to the low economic performance, human and social
development has affected negatively. In particular, The Baltic countries and the Commonwealth of Independent
States of death of countries increased rates of, the average life expectancy shortening, education and health
investments for the slowdown causes. Kyrgyzstan's income, education and health indicators taken into
consideration of the economic crisis effects more open to a trend.
Meanwhile, in 1993, per capita in purchasing power 2330 USD decreased to USD 1850 in 1995. The
average life expectancy with 67.3 years decreased to 66 years and enrolment ratio decreased from 66 to 63
percent (UNDP, 2000a:87). The indicators of human and social development came to their levels after 2000.
From Ancient period’s philosopher to historian’s Ibn el Sina to the many intellectual made various assessments.
But, the modern explanation of human development and UNDP Human Development Reports based on Amartya
by the endurance work and the people to boost options as the process is defined (UNDP, 2007/8:22-23). A Long
and a healthy life, information acquisition and a good standard of living the necessary conditions for the
provision of the human and social development concept include four fundamental elements.
Table 2: GDP and HDI for Transition Economies (1985-2002)
GDP/HDI

HDI
Reduction
GDP
Russia, Bulgaria, Romania, Moldova, Kyrgyzstan,
Reduction
Ukraine, Kazakhstan, Macedonia, BosniaHerzegovina, Serbia-Montenegro
GDP
Stable
GDP
Increase

HDI
Stable
Tajikistan, Georgia,
Armenia, Azerbaijan

HDI
Increase

Uzbekistan, Belarus,
Turkmenistan
Albania, Latvia, Croatia,
Lithuania, Estonia, Slovakia

Slovenia, Poland, Czech
Republic, Hungary

Source: (Tridico, 2005:26-27)
These are: people in economic preferences expand, from the point of economic efficiency capable of the
event, the people against discrimination and to protect human development potential to use freely and equality of
the present time, and the future capabilities offspring safe use of the sustainability was passing by and the
capabilities of potential and that these drive development of capability (UNDP, 2007/8:22-24). The relationship
between human development and economic performance is the very complex. Economic growth boost mad
contribute the human development level. But the economic growth and the humanities would not occur at he
same time. It is therefore transition countries’ economic performances and the human development relationship
could not be explained for the entire same manner. The Countries economic performances and the human
development performances are different. The most important reason is that difficulties order to change economic
system and the effort includes social and economic costs.
According to a study which covers 1985-2002 a Russia according to the, Bulgaria, Romania, Moldova,
Ukraine, Macedonia, Bosnia and Herzegovina, Montenegro Serbia, Kyrgyzstan and Kazakhstan to both the
income and the human development of the decline in the while the Albanian, Latvia, Lithuania, Croatia, Estonia
and Slovakia humanities and social development levels also defended income levels increased. Tajikistan,
Armenia, Georgia and Azerbaijan in the humanities and social development levels stay the same and but the
level of income declined (Tridico, 2005:26/27).
According to the another study covering the years 1990-1997,16 countries human development levels of
declined. The basic reasons for these are the economic recession and plague diseases (HIV/AIDS). The study

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

includes Belarus, Bulgaria, Azerbaijan, Kyrgyzstan and Tajikistan which have economies recession and human
development levels are affected negatively (Mendoza, 2001:101).
1.2. Human Development
Human development is about expanding the choices open to people to lead full and valuable lives. First
articulated in the 1980’s, the approach provides a means of understanding ant tracking economic and social
progress which is rooted in the real-world experiences of ordinary people. A company values of property not
only the value of the assets but also the value of the employees’ information and skills level. Thus, the countries
development level is not only measured by per capita income of citizens but also the information, knowledge,
health level taking into consideration to evaluate. It Therefore, In order to measure and compare developed
countries development level, we consider quantitative indicators and qualities indicators. Even though, there are
different definitions of human capital represents the combination of ability of labor and individuals. Human
capital covers, people information together with the skills, talent, attitude, reliability, commitment to, creativity,
to share information at the request, become part of the team in organization to concentrate on goals (Abeysekera,
2004:253)
Human capital not only covers knowledge, information and skills but also covers several features.
These features are; technical information and talent; Education; Professional qualities of Employees; a
community participation in the Professional; development; Entrepreneurship spirit, innovation, progressive,
Training programs; racial, religious and competition; equality Flawed equality; employment security; Syndicate
operating; number of Employees , properties and effectiveness (Abeysekera, 2004:259).
Due to above difficulties to measure human capital and compare countries, we need to find a new a
practical way. It is therefore, The United Nations Development Organization (UNDP), measure the development
level by education, health and revenue data of the Human Development Index (HDI). This index formation gives
information about the development level and human development level. Thus, it is the most important index.
Certainly human development have several indicators but difficulties in measuring, the limited, limited number
of indicator should be used. Political, cultural and economic freedoms, starting with the human rights of
individuals, increase the efficiency and creativity alternatives to provide that contributes too many of the size of
the human development based on three dimensions. If only three dimensions taken into consideration under a
large number of variables may change the direction of study basic indicators may be ignored.
The first dimension of human development index is measured by the long and healthy life, the average
life expectancy. Life expectation is an indicator of health and nutrition in connection with a better life. If a
country provides health and nutrition in good conditions to individuals, the average life expectancy there will be
longer. The infant mortality rate is the most basic health indicator of the average life expectation. In particular,
baby death rates are high in countries where the average life expectancy is very low to maintaining. The low rate
of infant mortality rate shows high the average life expectation.
The second dimension of human development index is information and education. This dimensions the
most important and easily calculable indicators and measured. Education rate e be measured with countries in
particular the comparisons when it comes to the wrong consequences to open. Enrolment ratio of adults with the
rate of literacy is the same but the higher education levels of the different two country's education indicators in
this measurement will be the same. But for all the countries and easy to check the education rate to the school
and the countries of education level of measuring the indicators show hospitality
The first dimension of human development index is necessary resources to have better life. There
several difficulties to measure it. Thus, average income levels taken into account.
In order to remove disparities between countries, per capita of GDP figures are used and marginal
contribution are taken into consideration. Each of the countries, education and health indicators of certain
calculations transferring 0 and 1 of value gathered after divide three and thus each country's index is calculated.
This calculation, each of the indexes a points improvement in the middle of the same with the human
development process marginal of the different effect on possible. For example, 0.1 point increase in the average
life index contributes differently on 0.5 or 0.9, but the average will be the same finally. Moreover, in health
index, 0.1 points contribute on average for income or education index, this change differently human
development index. Despite the fact some difficulties, the human development index shows development level
of countries and this still an important index.
1.3. Human Development Index
Human capital is the most fundamental element of the economic development for Countries. Physical
capital, technological development and natural resources in other such as presence of elements of the system has
economic the functioning of the other of the key factors are among the others. But the human capital economic
development of basic elements of the one of the as well as the other elements are producing and efficiently in the

417

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

exercise of a positive and of the effects. It is therefore countries human developments and social development of
the capital's potential is very important as a factor is considered. In order to have an assessment for Transition
Economies’ economic development according to only income levels take into consideration is not very
meaningful happening. Because the countries market economy transition process is still ongoing and the level of
income citizens’ welfare levels designation may inadequate. It is therefore of income, with levels of economic
with the development of an important factor in the human development levels of development is also taken into
account.
The human development level in transition economies is relatively high in spite of a huge recession and very
poor economic performance, thanks to previous investments made in social dimensions by previous regimes. In
fact, economic performance would suggest worse human development levels. Nevertheless, the transition
process influenced the non-income dimensions of people, often worsening the main indicators (RuminskaZimny; 1997).
Table 3: Human Development Index and Transition Economies (2007-8)

Country
Rank

1 Iceland
27 Slovenia
32 Czech Rep.
36 Hungary
37 Poland
42 Slovakia
43 Lithuania
44 Estonia
45 Latvia
47 Croatia
53 Bulgaria
60 Romania
64 Belarus
66 Bosnia &amp; Hrz.
67 Russian Fed.
68 Albania
69 Macedonia
73 Kazakhstan
76 Ukraine
83 Armenia
96 Georgia
98 Azerbaijan
109 Turkmenistan
111 Moldova
113 Uzbekistan
116 Kyrgyzstan
122 Tajikistan
177 Sierra Leone
Developing Count.
WORLD

Combined
gross
Adult enrolment
Life
literacy ratio for GDP per
education capita
Life
expectanc
rate
y at birth
(%) (PPP US$) expectancy Education
(%)
2005
2005
2005
2005
index
index
81.5
100
95.4
36510
0.941
0.978
77.4
99.7
94.3
22273
0.874
0.974
75.9
100
82.9
20538
0.849
0.936
72.9
100
89.3
17887
0.779
0.958
75.2
100
87.2
13847
0.836
0.952
74.2
100
78.3
15871
0.821
0.921
72.5
99.6
91.4
14494
0.792
0.965
71.2
99.8
92.4
15478
0.770
0.968
72.0
99.7
90.2
13646
0.784
0.961
75.3
98.1
73.5
13042
0.839
0.899
72.7
98.2
81.5
9032
0.795
0.926
71.9
97.3
76.8
9060
0.782
0.905
68.7
99.6
88.7
7918
0.728
0.956
74.5
96.7
69.0
7032
0.825
0.874
65.0
99.4
88.9
10845
0.667
0.956
76.2
98.7
68.6
5316
0.853
0.887
73.8
96.1
70.1
7200
0.814
0.875
65.9
99.5
93.8
7857
0.682
0.973
67.7
99.4
86.5
6848
0.711
0.948
71.7
99.4
70.8
4945
0.779
0.896
70.7
100
76.3
3365
0.761
0.914
67.1
98.8
67.1
5016
0.702
0.882
62.6
98.8
73.0
3838
0.627
0.903
68.4
99.1
69.7
2100
0.724
0.892
66.8
99*
73.8
2063
0.696
0.906
65.6
98.7
77.7
1927
0.676
0.917
66.3
99.5
70.8
1356
0.689
0.896
41.8
34.3
44.6
806
0.280
0.381
66.1
76.7
64.1
5282
0.685
0.725
68.1
78.6
67.8
9543
0.718
0.750

GDP
index
0.985
0.902
0.889
0.866
0.823
0.846
0.831
0.842
0.821
0.813
0.752
0.752
0.730
0.710
0.782
0.663
0.714
0.728
0.705
0.651
0.587
0.653
0.609
0.508
0.505
0.494
0.435
0.348
0.662
0.761

GDP per
Human capita rank
Dev. Index minus
HDR rank
Value
0.968
4
0.917
4
0.891
2
0.874
2
0.870
11
0.863
-1
0.862
3
0.860
0
0.855
4
0.850
4
0.824
11
0.813
3
0.804
8
0.803
17
0.802
-9
0.801
30
0.801
11
0,794
1
0.788
9
0.775
20
0.755
24
0.746
4
0.713
5
0.708
25
0.702
25
0.696
29
0.673
32
0.336
-5
0.691
0.743
-

Sources: (UNDP, 2007b:229-232)
Transition Economies of the human development index of the indicators and orders are shown in Table.
This table shows that during the 2007-2008 index indicators the high value and alignment of the country is
Slovenia in 2005. After Slovenia, Central Europe and the Baltic countries follow: Poland, Slovakia, Lithuania,
Estonia, Latvia and Croatia. Human development index in the area of Transition Economies are second places:
Bulgaria, Romania, Bosnia-Herzegovina, Albania and Macedonia. The Commonwealth of Independent States
group of the transition economies in the last places among the South East Europe in the group of the Transition
Economies of the human development their own indicators comparison of their following graphs. According to
the human development index, the most high value to Bulgaria the lowest value of the Macedonia. This total of
the 5 countries of the human development levels is above threshold level.

418

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

GDP

1

HDI
0,9
0,8
0,7
0,6

Tajikistan

Krgyzstan

Moldova

Uzbekistan

Turkmenistan

Georgia

Azerbaijan

Ukraine

Armenia

Kazakhstan

Albania

Macedonia

Russia

Belarus

Bosnia H.

Romania

Croatia

Bulgaria

Latvia

Estonia

Lithuania

Poland

Slovakia

Hungary

Czech R.

0,4

Slovenia

0,5

Figure 1: GDP Index and HDI for Transition Economies (2008)
Source: (UNDP, 2007b:229-232)
In general, only countries which experienced an increase in their human development level had a
sustained economic growth. Hence it seems to us that, in transition economies, human
Development is a sufficient, yet not a necessary, condition for economic growth. This means that there can be
economic growth without human development, but if there is human development then there will be economic
growth (Tridico, 2005:21).

69 Macedonia

66 Bosnia Hrz.

68 Albania

0,8

60 Romania

0,9

53 Bulgaria

1

53 Bulgaria
60 Romania
66 Bosnia Hrz.
68 Albania

0,7

69 Macedonia

0,6

Figure 2: South Eastern Europe Transition Economies and HDI Rank (2007-8)
Source: (UNDP, 2007b:229-232)
Over the past decade, Romania has been experiencing, like many other countries in transition, a process
of transformation that involves changing economic and political systems inherited from the communist era. For
all the potential that Romania holds and despite many achievements on the political front, the first decade of
transition can be considered one of missed opportunities and great disappointments on the economic and human
development fronts. Dismantling the command-and control former socialist state with its social protection
system and building the bases of a new market-oriented and democratic system has come at a tremendous cost
for the over 22 million Romanians (UNDP, 2000b:19)
The Human Development Reports shows that Romania has finally gained a place among the high
Human Development Index (HDI) countries by surpassing the 0,800 value of index which makes access to this
group. Data for 2004 ranks Romania on the 60th position among 177 countries and data from the National
Institute for Statistics shows a further improvement in the HDI for Romania (0.808 in 2005) thanks to
improvements in all the three basic components of the index: longevity, education level and standard of living,
with the greater increase in the latter one (UNDP, 2007a:5).
But, unfortunately Romania still holds the last position within the European Union countries, the lag
between Romania and the next country in the HDI ranking (except Bulgaria ranked 54 with a HDI equal to 0.816
in 2004) is 15 places, namely 0.045 HDI points. As it can be seen in the figure below, the evolution of the HDI
for the European Union countries is quite uneven.

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Between 1995 and 2000 the 10 New European Union member countries registered higher increases in
the HDI compared to the 15 European Union countries at that time, but afterwards, between 2000 and 2004, the
trend smoothens and the two slopes become very similar. The two newest European Union member countries,
Romania and Bulgaria, are far from the EU25 average and also from the ten countries that have acceded in 2004.
As for the difference in the HDI between Romania and Bulgaria the latest tendencies are in favor of Romania, as
the overall index increased sharper in its case and the distance between the two countries is smaller by every year
that passes (UNDP, 2007a:5).

1

EU 15 Average
EU 25 Average

0,9

New EU 10 Average
EU 27 Average

0,8

Romania
Bulgaria

0,7
1990

1995

2000

2004

Figure 3: The Evolution of Human Development Index in EU15, EU25, EU27, and New EU10 (2004), Romania
and Bulgaria
Source: (UNDP, 2007a:6).
Yet, there is a very important aspect that should be mentioned regarding the Human Development Index
dynamics for Romania for the period 2000-2004 and that is the significant change in its value (0.027 points
increase1) equaled only by Estonia and Lithuania and outrun only by Latvia (0.030 points increase) in the
European Union area. This stands for consistent evidence of the important progresses Romania achieved in the
area of human development during the last years.
Table 4: Human Development Evolution for Selected Countries in Central and Eastern Europe (CEE)
Country
HDI
HDI Evolution
2004 Rank
1990
1995
2002
1990-2000
1995-2005
Hungary
0.807
0.810
0.848
0.027
0.048
38
Croatia
0.806
0.798
0.830
0.017
0.007
48
Bulgaria
0.795
0.784
0.796
-0.011
0.012
56
Romania
0.771
0.759
0.786
0.001
0.017
69
Ukraine
0.798
0.751
0.777
-0.036
0.015
70
Turkey
0.683
0.713
0.751
0.030
0.038
88
Source: (UNDP, 2005b:19)
How does the human development profile of Romania fair in comparison to its region and neighbors?
According to the 2004 HDR, of the 15 countries from the CEE only 9 can be classified as high human
development countries (with a HDI value of over 0.800). These countries are Slovenia, the Czech Republic,
Estonia, Poland, Hungary, Lithuania, Slovakia, Croatia and Latvia. The other 6 countries, including Romania,
can be classified as medium human development countries (with HDI values ranging from 0.788 0.667). There
are no countries from the CEE classified as having low human development. If the 15 countries of CEE were
ranked according to their 2004 HDI value, Romania would be ranked 14. The HDI of Romania is below the
average of the CEE (UNDP, 2005b:18). In addition, Romania has to cover a human development deficit of 0.14
to reach the high human development level. Since 1999, the HDI for Romania has increase average 0.009 per
year. In the CEE region, fourteen countries, such countries as, Hungary (0.848), Croatia (0.830) and Bulgaria
(0.796) have a higher HDI value than that of Romania (0.786). As can be seen in Table 4, the CEE region shows
a diverse pattern of evolution of the HDI. While Hungary and Croatia have increased their HDI value at high
rates during the last decade, the gains for other countries, including Romania have been at much slower and
lower rates during the same period. Romania's transition impact on its human development profile becomes even
clearer, when it is analyzed in the context of the remaining countries that are considered candidates to join the

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

EU, (Bulgaria, Romania, and Turkey), those that are already part of the EU like Hungary and those countries that
in the future may be consider candidates like Croatia, Russia and Ukraine. As can be seen in Table 4 among
these countries, Romania would be ranked somewhere in the middle, below Bulgaria and Russia, but on top of
Ukraine and Turkey.
All of the countries in Table 4 have been pursuing some form of reform policies during the last decade.
However, the impact on human development of these processes has been different in all these countries. The
HDI value of a country shows the distance that it has to travel to reach the maximum possible value of 1. In this
line of analysis and using the values found in Table 4, while Hungary shortfall would be 15%, Romania's would
be close to 21% almost twice as much as Turkey.

2. Human Development Index and Bosnia-Herzegovina
It was once the proud boast of Bosnians and Herzegovinans that their country, the former Yugoslavia,
was the America of Eastern Europe. The positions of Slovenia and to a lesser extend Croatia today may be taken
into consideration in this regard. The Human Development Index and the level of GDP, however, now place BiH
among the less developed countries of Europe. In fact, they place BiH among the last two or three of whatever
comparative group one chooses, be they the countries of Eastern and Central Europe, the CIS or the Stability
Pact (UNDP, 2002:99).
The state of human development in BiH, thus, gives grounds for concern. Per capita incomes remain
low, health indicators are at best static and educational performance shows only weak improvement. Most
problematic of all, BiH citizens still face a raft of discriminatory practices which circumscribe access to basic
services and weaken the wider democratic process. Year by year BiH is falling behind other countries in Eastern
Europe (UNDP, 2005c:13). Among the countries of Central and Eastern Europe, Bosnia and Herzegovina is in
ninth position as far as the HDI rank is concerned, just above Macedonia and Albania. In terms of the literacy
level, the enrolment rate in all three educational levels, and realized GDP/pc (PPPUSD), BiH is below the
average of Central and Eastern European countries. BiH is 8.0% more developed than the world’s average in the
human development context, 14.1% more developed than the average of countries in the medium human
development category and 2.6 times more developed than the country which comes last. In 2004, Norway had
the highest HDI in the world within index, 21% higher than that of Bosnia and Herzegovina. BiH’s HDI rank is
62nd out of 177 reporting countries, below Malaysia and above Mauritius (UNDP, 2007c, 177).
Within the context of human development, a stable progress has been achieved in BiH since 2002. The
calculated human development indices are presented in Table 4, together with analyses of trends for the period
2000-2004. The Human Development Index in 2004 was 0.804. By obtaining this score, BiH has entered the
group of countries with high human development, i.e. those with a HDI score of 0.800 and above. However, it
must be recognized that the increase in the HDI compared to 2003, when it was 0.793, partly results from a
revision of the value of PPP adjustment, which simply reflects the difference between relative prices in BiH and
the rest of the world. The increase in PPP has to a large degree contributed to the HDI increase. Nevertheless, it
is important to consider that most of the assessment data is based upon special surveys and thus the change is not
wholly methodological (UNDP, 2007c, 30).
Table 4: HDI Trends for BiH
Year

2000
2001
2002
2003
2004
2004/2000

Life
expectancy
at birth
73.3
73.0
74.0
74.1
74.3
1.014

Adult
literacy rate
85.9
88.9
94.3
96.7
97.1
1.130

Combined
enrolment
ratio
64.0
67.0
67.3
68.0
69.0
1.078

GDP/pc
PPP USD
2875
3949
5970
6250
7230
2515

Life
expectancy
index
0.805
0.800
0.817
0.818
0.822
1.021

Education
index
0.787
0.817
0.853
0.871
0.877
1.114

GDP index

0.560
0.614
0.683
0.690
0.714
1.275

HDI

0.718
0.744
0.784
0.793
0.804
1.120

Source: UNDP, 2007c, p.165.
Significant differences between the two Entities remain. The Federation of BiH (FBiH) is 1.5% above
the average of BiH as a whole, while RS, with a value of 0.784, and is still under the threshold of countries with
high human development. It is also worth emphasizing that there will doubtless be huge variations within FBiH
and it therefore cannot be assumed that high human development conditions are predominant throughout its
territory. The stability of HDI growth in BiH is also reflected in the fact that BiH’s in 2004 was 12% higher than
for 2000 (UNDP, 2007c, 30).

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

1

Life expectancy index

0,8

Education index

0,6

GDP index

0,4
2000

2001

2002

2003

HDI

2004

Figure 4: HDI Trends for BiH
Source: (UNDP, 2007c, 166.)
Despite the increase in HDI, in comparison with other countries of Central and Eastern Europe, BĐH’s
position remains virtually unchanged. BiH lies in ninth place, just ahead of Macedonia and Albania. In global
terms the HDI value would place BiH 62. Yet it is important to recognize this is a national ranking and assumes
the placement of other nations does not change (UNDP, 2007c, 31). BiH in aggregate human development terms
is continuing to progress. Its HDI score now places it at the lower band of the most developed countries in the
world.
Table 5: HDI and GDI Relation for BiH and the Entities

HDI

BiH
0.793

2003
FBiH
0.806

RS
0.771

BiH
0.804

2004
FBiH
0.816

RS
0.784

GDI
Difference HDI-GDI

0.782
0.011

0.790
0.016

0.765
0.006

0.801
0.003

0.806
0.010

0.779
0.005

Source: (UNDP, 2007c, 172.)
The GDI (Gender Development Index) for 2004 was 0.801, which shows an improvement over 2003.
But gender inequality is still articulated, especially in education and economic activities. It is important to stress
that the difference between HDI and GDI shows significant gender inequality in BiH and both Entities.

0,8
HDI

0,7

GDI

0,6
BiH 2003 FBiH 2003 RS 2003

BiH 2004 FBiH 2004 RS 2004

Figure 5: HDI and GDI Relation
Source: UNDP, 2007c, 172. (BiH: Bosnia Herzegovina, FBiH: Federation of Bosnia and Herzegovina, RS:
Republica Srpska)
In 2004 there was a reduction in the difference between the HDI and GDI, primarily due to the more
dynamic growth of GDI. The growth of GDI was influenced by the increase of employment of women, as well
as a higher rate of female enrolment at all three educational levels (UNDP, 2007c, 172).

422

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Table 6: HDI for FBiH Cantons and the RS
Canton or RS
1
2
3
4
5
6
7
8
9
10
11

Sarajevo
Neretva
West Herzegovina
Republica Srpska
Central Bosnia
Tuzla
Zenica Doboj
Podrina
Posavina
Herceg Bosna
Una Sana

Economic
index
0.792
0.718
0.712
0.633
0.600
0.594
0.581
0.569
0.563
0.563
0.548

HDI

Variation from State level

0.824
0.800
0.798
0.761
0.760
0.758
0.754
0.750
0.748
0.748
0.743

5.1 %
2.0 %
1.8 %
-2.9 %
-3.1 %
-3.3 %
-3.8 %
-4.3 %
-4.6 %
-4.6 %
-5.2 %

Percentage difference on
high HD level (0.800)
3.2 %
0.3 %
0.0 %
-4.8 %
-5.0 %
-5.3 %
-5.5 %
-6.0 %
-6.3 %
-6.3 %
-6.9 %

Source: UNDP, 2005c, 165.
The above show a reasonable level of variation with the highest value (Sarajevo) being 5.1 % above the
State-level figure and correspondingly the lowest value (Una Sana Canton) is a similar percentage below the
State level. More interesting are the relatives the High-Human Development interval which begins at a value of
0.800. This illustrates a distinct break in the data with three regions (Sarajevo plus the Herzegovina cantons)
being within the category, and the others all around 5 % below. Indeed, the level of variation outside the higherscoring regions is very much reduced (UNDP 2005c, 165).

Conclusion
After the collapse of Soviet bloc, these countries have found them in the transition process of the free
market economy. All the country's market economy transition process preceded in different ways, these
countries area called transition economies. Transition economies has effected in the transition process due to
internal and external factors. Transition economies, the Central European Countries and the Baltic countries are
on the top for that human development index and South East Europe follow up these countries.
Independent States are ranked at the lowest level. In the Independent States, Republics of Turks are
lower situated among them. Except, Russia and Slovak, in the Transition Economies according to the GDP, they
are the located in the top level. Albania, according to the human development index is ranking 30 steps above the
threshold level. For the development of Transition Economies, they should protect their enhancements and foster
their progress. This depends on countries’ transition progress to market economy.
These countries, many sectors as the education and health are transforming from previous system to
market based economy and this gives soma difficulties for the people and new system is face to be failure.
Liberalization also comes with social and economic costs for humanities and this bring difficulties to use social
potential capital uses. With market economy based on the system and firmly economic stability, countries human
capital potential will drive economic developments.
Among the countries of Central and Eastern Europe, Bosnia and Herzegovina is in ninth position as far
as HDI rank is concerned, just above Macedonia and Albania. BiH in aggregate human development terms is
continuing to progress. Its HDI score now places it at the lower band of the most developed countries in the
world.
From the perspective of almost years of transition, at least three lessons can be learnt. The first lesson is
obvious that transition takes time and has high human costs. The second is that growth alone does not eradicate
human poverty. And the third is that rethinking the transition strategy is needed based on a concept of human
development.

References
Abeysekera, Indra, James Guthrie (2004), “Human Capital Reporting in a Developing Nation,” The British Accounting
Review, Volume: 36.
Mendoza, Maria F. Trujillo (2001), The Global Digital Divide: Exploring the Relation between National Core Computing
and Network Capacity and Progress in Human Development Over the Last Decade, Tulane University.
Ruminska-Zimny, Ewa, (1997) “Human Poverty in Transition Economies: Regional Overview for HDR,”
Tridico, Pasquale (2005), “Institutional Change and Human Development in Transition Economies,” EAEPE Conference,
Bremen, 10-12 November 2005.
UNDP (2000a), Kyrgysztan: National Human Development Report for 2000.

423

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

UNDP (2000b), Team for The Preparation of National Human Development Report Romania 2000, Bucherest.
UNDP (2002) Human Development Report 2002: Bosnia-Herzegovina.
UNDP (2005a) National Human Development Report, the Influence of Civil Society on the Human Development Process in
Kyrgyzstan, Kyrgyz Republic.
UNDP (2005b), The National Human Development Report 2003-2005 Romania.
UNDP (2005c) The National Human Development Report 2005-Better Local Governance in Bosnia and Herzegovina.
UNDP (2007), National Human Development Report Romania 2007 – Making EU Accession Work for All, Bucherest.
UNDP (2007), National Human Development Report Romania.
UNDP (2007b), Human Development Report 2007-8, Palgrave Macmillan, NewYork.
UNDP, (2007c) Social Inclusion in Bosnia and Herzegovina, National Report.
UNDP (2007-8) Uzbekistan, Education in Uzbekistan: Matching Supply and Demand, Tashkent.
Yumuşak, Đ.G.- M. Bilen (2008), “The Comparative Analysis of Levels of Human Development of Middle Asia Turkish
States And Turkey” II. International Social Scientists Congress, Bishkek, 22-24 October 2008.

424

�</text>
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                <text>The Comparative Analysis of Economic and Social Performances of  Transition Economies and the Case of Bosnia-Herzegovina</text>
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                <text>YUMUSAK, ibrahim Güran
BiLEN, Mahmut</text>
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                <text>Transition economies have undergone an enormous transformation since 1989-  1991. After the recession of the early 1990’s, some of these economies experienced a GDP  recovery, at a different pace, with different outcomes in terms of economic growth and social  performance (human development, employment, poverty, etc.). This paper tries to analyze the  level of human capital for Transition Economies by comparative methods. In order to analyze  level of human capital for Transition Economies, we used the human development indexes.  Transition economies progress in the transition process has different effects due to internal and  external factors. The human development level in transition economies is relatively high in  spite of a huge recession and very poor economic performance, thanks to previous investments  made in social dimensions by previous regimes. In fact, economic performance would suggest  worse human development levels. Nevertheless, the transition process influenced the nonincome  dimensions of people, often worsening the main indicators. Among the countries of  Central and Eastern Europe, Bosnia and Herzegovina is the ninth position as far as HDI rank  is concerned, just above Macedonia and Albania. BiH in aggregate human development terms  is continuing to progress. Its HDI score now places it at the lower band of the most developed  countries in the world.</text>
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                    <text>Academic Writing in English: Approaches, Processes and Challenges in
Higher Education
Oktay Yagiz
English Teaching Department
Ataturk University
Turkey
oktayyagiz@hotmail.com
Kemalettin YIGITER
English Teaching Department
Ataturk University
Turkey
yigiter@atauni.edu.tr
Gencay Genc
English Language and Literature
Cyprus International University
ggencay@hotmail.com

Abstract: Writing is pivotal and good language use is marked in higher education
throughout disciplines. Self-assumptions, others’ arguments, transformed knowledge, and
research results are primarily given in written documents including articles, theses,
dissertations and books. Though writing is often referred to as a skill or competence, it is
widely acknowledged that writing resides in much more than solely being able to
communicate what you already know. It rather stands as primary tool for thinking,
learning and knowledge construction. Based on the above considerations, the present
study takes a qualitative case study approach to explore writing approaches and strategies
of nonnative graduate students’ writing academic texts and the difficulties that they
encounter in this process in English departments.

Introduction
As a truly international phenomenon English appears overwhelmingly the language of research and
publication as well as language of instruction. With this tremendous expansion, there is a parallel growth in the
understanding and preparation of non-native English speakers of dissemination of academic knowledge and scholarly
findings in higher education.
Disciplinary writing for academic achievement is of vital importance (Benfield, 2007; Benfield &amp; Feak, 2006;
Coates et al., 2002) and academic writing in English at advanced level is a challenge for both native and nonnative
English speakers. University students are inducted into a particular discipline through lectures, discussions, readings;
and achievement of their academic performance is most commonly evaluated through their written assignments.
However, when these students embark on graduate studies, writing becomes more complex, demanding and
challenging.
As the number of the universities (68 state and 25 private institutions; YÖK, 2003), is increasing, serious
academic expectations and requirements concurrently come to the existence including within the reference of
scientific output. However, the debates concerned ostensibly confine to quantity but not quality matters. Most of the
above mentioned universities have English language related departments, the educational language of some are

80

�English, and finally almost all of the disciplines require their members to write in English prominently, journal
article, book review, thesis and dissertation. It is imperative to write in English, as an example, in that Social Citation
Index journals do not enfold Turkish journals.
Almost no studies in literature have been focused on Turkish EFL graduate students’ writing processes,
writing needs and challenges. To the contribute to this lacking field, this study investigated Turkish graduate
students’ English writing approaches and their difficulties that often affect their academic achievement. In particular,
this study explores how these students approach their academic requirements and expectations in terms of producing
academic text such as research paper, proposal, thesis and dissertation, how they compose these texts, and how they
feel about the writing experience.
Based on the above considerations, the present study takes qualitative case study approach to explore writing
approaches and strategies of nonnative graduate students’ writing academic texts and the difficulties that they
encounter in this process in English departments, and how Turkish EFL graduate students approach to writing, their
strategies and their discursive and affective difficulties and challenges were explored.

Background
Given that the major language for the dissemination of academic knowledge, and going further, as the very
language for the communication of research findings, English plays a crucial role for students, who must gain
fluency in the conventions of English language academic discourses to understand their disciplines and to
successfully survive in the academia. The growth of English as the leading language for the dissemination of
academic knowledge has had a major impact around the world, binding the careers of thousands of scholars to their
competence in a foreign language and elevating this competence to a professional imperative. (Hyland &amp; HampLyons, 2002, p.2).
This growth has inevitably been at the expense of other languages so that now more than 90 per cent of the
journal literature in many scientific domains is printed in English and the most prestigious and cited journals are in
English (Hyland, 2006; p. 24). Therefore, for most tertiary level students in many countries, mastering the right
English with proficiency in a certain discipline has become a matter of great urgency including the native speakers of
English.
In fact, there appears little surprise to see this need even among native speakers of English considering the
institutions’ expectations as the international norms (Hyland, Hamp-Lyons, 2002). Hinkel (2004) alludes to the
power of ability to use language efficiently and accurately stating that no matter the writer has supposedly a
remarkable idea there will not be any outcomes if the language is not salient and synthesized in an organized way.
With globalization and marketisation of the academy in an increasingly competitive and intermingled world,
the number of nonnative English speakers (NNES) students in tertiary institutes has increased not only in developed
countries but also in periphery countries. For the last a few years, due to economic growth and social demands,
Turkey has witnessed serious debates pertaining to higher education.
As the student population has become outnumbered and diverse in the field of EFL/ESL in accordance with
different linguistic and educational backgrounds, learning needs of students attract particular attention. In this
context, diversity has of considerable importance. Marked challenges reside in this distinctiveness of disciplinary
communication for students, in that; such disciplines displaying steady change and development requires students to
learn to master so as to succeed (Hyland, 2006). The professional and institutional expectations and requirements of
academics are in line with developed English-language-speaking countries sharing the same roles and tasks. Yet,
writing an academic paper in English for a non-native speaker of English, undeniably, having some disadvantages
will be more difficult and time consuming than a native speaker.
Ferguson (2007) asserts that linguistic factors represent a noticeable obstacle to negotiate in academia. Meyer (2008)
further emphasized the distinction between non-native English speakers who have spent time in an English-speaking
country and/or members of prestigious, internationally known research groups in their home countries, and, on the
other hand, being a non-native English speaking academic in a not developed country where English is not used as
the native language, or having not a chance work and conduct research under supervision or mentoring of renowned
NNES scholars or native English speakers (NES) expatriates, or being NNES scholars who have never left their
home country. He, thus, closely correlates both discursive (language related) and non-discursive (non-language
related) factors.
Bereiter and Scardamalia’s examination of writing process that distinguishes two types of writing that is
knowledge telling and knowledge transforming gives more about academic language proficiency (1989). The

81

�Bereiter and Scardamalia model of writing addresses a more psychologically complex type of writing that they called
knowledge transforming. It consists of thinking about an issue, obtaining the information needed for definition,
analysis and modifying one’s thinking (Hinkel, 2004). This form of writing leads writers to expand their schematic
knowledge, and develop new knowledge by processing new information taken for the purpose of writing on a topic.
Therefore, advanced cognitive and information-processing tasks entail transforming and demonstrating knowledge in
writing place, and it might jeopardize L2 writers’ achievement of writing.
At this point, language has always been a matter of significance to scholars no matter they are novice
researchers or experienced academics, since it is the basis of consciousness, thinking and interaction. Therefore, the
‘right’ language reveals that a writer is a member of their community towards the audience. The concept of
community draws attention to the fact that we use language to communicate with other members of social groups
each of whom has own conventions and norms as well as communicate with the world generally.
As for the influence of emotions on the ways in which students interpret, approach and experience the new
learning tasks, EFL writers’ feelings have significant effect on students’ academic writing. When adult graduate EFL
students are required to skillfully and productively write about scientific topics under stressful timed or testing
situations negative affective reactions become remarkably observable. Thus, many EFL writers demonstrate
enhanced writing anxiety, fear of evaluation, writer’s block, lack of motivation, and writing procrastination.
Conversely, these students may display positive emotional reactions such as excitement, enthusiasm, satisfaction
when they perform successful writing.
Both types of feelings affect students’ cognitive processes in L2 academic writing development. That is
why, L2 learners’ emotional mechanism in learning to write academic English, their psychological efforts to cope
with the stress of performing to write academically appear to be important. Pomfret and Medford’s assertion ,
hereby, catches attention:
“Academic success is not merely a matter of studying, hard work, and attendance. Emotions can interfere with
academic performance. These kinds of impediments are not usually evident to teachers; thus making the process of
working with students in the classroom that much more difficult” (2005, p.339).

Method
Interviews
To have a deeper understanding of the participants’ writing strategies and processes in line with describing
and interpreting their feelings, perceptions and experiences of these graduate Turkish EFL graduate students while
writing academic texts in their own voice, semi-structured interview was used. As a powerful tool to provide
insights in educational issues through understanding the approaches and processes of the individual interviews were
employed in the current study. Interviewing can take indifferent formats and the most common one appears
individual face to face verbal interchange
In each interview the participants were posed the questions listed below.
Interview Questions
What do you attach particular importance in your academic paper?
What are your feelings (e.g. motivational problems, anxiety, procrastination, writing apprehension) and beliefs when
you are to write an academic text (e.g. conference proposal, research paper or thesis/dissertation?)
What are the prominent difficulties and needs considering the academic expectations and requirements in your
graduate studies?(publishing, paper presenting, thesis/dissertation writing)
What language based points do you have particular difficulties and need to pay extra attention?
In addition to the questions, in the course of the conversation, spontaneous follow-up questions relevant to
interviewees’ responses also occurred. The questions were in English and they asked them to feel free while
speaking. Thus, in some part of the interviews, the interviewees preferred to speak in English. Their responses in L1
were then translated into English.
Prior to the each interview their permission were taken and they were given the general nature of the
research study. Then each interviewee was asked whether they had any questions or concerns before we got started.
Following this procedure, each participant signed a letter of consent to participate in the study All the interviews
were tape-recorded, then transcribed and coded categories. During the interviews taking brief notes also helped us
with the data analysis.
Participants

82

�As for the criteria for selecting participants for interviews, three prominent sets of criteria were set forth:
first, all of the interviewees had to pursuing the same academic degree ( i.e. doctoral students), working in the same
discipline (i.e. English language teaching and learning) and have had some writing experiences including writing
conference proposal, attempting to write research article for publishing (whether their manuscripts hade been
published or not was ignored) and writing thesis or dissertation. However, they might be at the different stages of
their degree studies.
For instance, some of them were in their second year or beyond of doctoral studies, others were either on the
verge of finishing or had just finished their doctoral studies. All of them had their master degree having a thesis
writing experience. At the very outset of the design of the qualitative phase of the study, though some master
students were invited to participate in the interviewing, the further period of the study required to exclude the master
students’ participation
It was considered that the more experienced they were in writing in the academia, the more they could
provide the study with deeper insights as for the writing processes and difficulties. Selecting participants at the
similar stages provided the study with relatively fair comparisons and generalizations. Therefore, only doctoral
students were included in the interview part of the study.
Nevertheless, the gender difference was not taken into consideration for sampling the interviews since the comparing
differences or possible language use tendencies and preferences or particular challenges and needs between males
and females were not the purpose of the current study.
The four general themes that 8 interviewees touched in the study with some extracts are given below,
pseudonyms for the participants were only provided.
What was the same feature of all interviewees is that none of them have taken academic writing course
throughout their tertiary level education. When they were undergraduate students, their writing classes did not
include formal academic writing both in L1 and L2.
Students’ Remarks about Constructing Their Academic Text
Each interviewee was asked how they write academic text according to the disciplinary rules and
conventions, and what they mostly attached importance while writing, at both macro and micro levels.
Participants initially saw writing as an important tool to produce original ideas, generally emphasized originality and
creativity stating that main idea and the topic which might be useful in their field would be the most important
feature. They highlighted that even if they, according to them, were not so competent in writing as novice writers,
and they may somewhat dislike writing they had to gain the ability to construct new knowledge and show
themselves according to the norms of their disciplines. The fundamental compensation towards this demanding and
often difficult process is to be able to create new ideas and contribute to their fields. The following extracts from the
view of an interviewee exemplifies the relevant idea about the nature scientific writing. Below Matrix (pseudonym)
points out:
… What is more important to me is the original idea and if the writer’s ideas can contribute to the field. The
language related issues are most probably manageable. If your study does not serve to your field and original and
inspiring then your graduate studies means nothing, because it is not scientific to me…
In accordance with Matrix assumptions, Ufuk’s view attracts attention. Thus she states that “I don’t want to study
what others have already studied, at least from their findings I want to do something new and original.”
When they insisted on the originality of the topic, the flow of the conversation passed into the integration of
writers’ own knowledge and others’ ideas. As mentioned earlier, academic writing consists of thinking about an
issue, obtaining the information needed for definition, analysis and modifying one’s thinking.
What was significant that the integration of the self knowledge with others’ knowledge was directly connected to the
issue of citation rules and the ethical dimension of writing in higher education particularly the concept of plagiarism.
All the participants’ agreed on the sensitivity towards plagiarism. The following extract summarizes the common
point of view of the interviewees.
Serdar: We should as a researcher, we should respect for the others ideas and efforts, and we should cite them… I
regard plagiarism as a crime, a serious crime in terms of academic studies. I am quite respectful of others’ thoughts
and I do not copy their ideas, I just benefit from their ideas and cite the author… I care about it because it is quite a
sensitive topic, you should avoid it…
Ufuk: Ethics and giving credit to the studies that I use is also another part that I am highly sensitive about.
Yigit: …I want to underline that it is a serious and important issue, unfortunately in our country ethical sensitivity is
not given to the students from earlier period, and the current situation is quite bad in the universities, even in higher

83

�education. Also I believe that integration of the ideas only in terms of citation rules is not so simple. It means more
than APA guide…
However, as for the obtaining this academic literacy in other words, going beyond from knowledge
transferring to knowledge transforming, each interviewee indicated that they had never taken explicit instruction or
made practice about the motivation of knowledge transforming and citation rules. In the course of the each
interviewee they pointed out they had never taken academic writing course, participated or made detailed practice
with any experienced academics. In contrast they inevitably try to acquire this necessary ability by their own efforts,
without getting any feedback and practice but in their own academic texts, i.e. in their research proposals, research
studies or theses/dissertations manuscripts, they could only assess their achievement at the very final stage receiving
the response from the advisors, referees or the jury, “it is accepted or rejected”. Thus, Dolphin’s view appears to be
important:
…While writing, I have many times I examined the articles on my own and tried to replicate what I have seen…
Organizational concern is another issue that mostly interviewees underlined. While they want to put forward
original ideas and constructing new knowledge, they at the same time tend to pay attention to the organization and
unity of the text. Their common concern appears to be building a coherent text. As coherence is the implicit and
quite abstract links in a text, they stated that they tend to use transitional devices as much as they can. Ufuk’s
statement exemplifies this emphasis:
I pay a great deal of attention to the format, coherency and organization. It is really important to me if what I am
saying makes sense to the reader, or if the reader can see what I suggest. I also like creating clear links and
transitions among my thoughts…
But all of the interviewees had agreed on they knew little about logical sequencing or clear progression of
the ideas. Thus, in the following extracts Yigit and Alex summarize the common perception:
Yigit: We have always read in the books while I was an undergraduate student in writing books and the writing
guidebooks now in my graduate studies that I must provide coherence, I should use cohesive devices. But I have
never been taught about these concepts and taken some recommendations from professional academics or writers. It
has remained at surface level. Still, I am doing my best and paying attention to this issue…
Aex: I think there is a close relationship between form and meaning and this relationship is an arbitrary relationship
between form and meaning which is inseparable. In our academic studies, to me, we cannot focus on only form or
merely meaning. Certainly both of them must be integrated…
As for the writing process, most interviewees indicated their approach to revising their texts both directly
and implicitly. Besides, the changes that these writers make remain at minor level. When they were asked their
revision strategy most of the interviewees, most of them regard revision as having their texts proof read or editing
on their own. They generally do not prefer rewriting and revising. The extract from Alex’s transcription illustrates
this situation
Alex: I believe that a text should be read and read again and at the end of the writing the whole text should be
examined more than once but not by yourself, someone else who is known as good in the field. Because you probably
miss some points and cannot see your errors. And I make some corrections in the text such as grammatical rules,
citation rules or punctuation.
Though they believed that revision is an important phase of writing they tend to do it at minor level and this
process is largely disliked. Baris’s statement can be attributed to the overall participants’ views about revision:
…when I am to finish the work, I don’t like last revisions much…
Graduate academic writers’ feelings and their affective difficulties when they write and their needs during
their graduate studies. Interviewees’ affective difficulties including motivational problems, anxiety, writing
procrastination and their psychological perspectives were explored. At the very outset of the interview Serdar’s
assumptions deserve particular attention:
I think while writing an academic paper such as proposal, thesis or research article the major problem is
motivation. It is one of the biggest issues in the modern world of academia today. The level of your motivation is
quite important in our stressful years of graduate studies. For example, I am quite a sensitive person and I am easily
affected by any kind of treatment, behavior even eye contact though I work hard and read many books or articles,
anything in my field. I sometimes feel that I do not know anything about my field, applied linguistics to say or write.
It is a great obstacle for a researcher. It is not totally related to my feelings, emotions my inner world. It is also
related to my environment you should be supported by your environment colleagues, advisors and lecturer in order
to minimize this obstacle. We, the researchers, should be encouraged and motivated by the others especially our
experienced instructors and supervisors…

84

�In the course of the interviews though seemingly they did not want to explicitly state that they were not
satisfied with the current advisor-advisee relationship, and the graduate students tend to need more encouragement
and guidance by the other academics. Yigit could share his comment about his mood:
They always tell us write articles and make them publish, send a proposal to present for the x conference, I
expect a good thesis, it should be something and it should not be something. But no one teach us how to be able to
write a paper, a proposal or construct a good thesis or dissertation. And sometimes even their expectations turn into
lower than they give to us, that is worse, I think.
The participants, the graduate students, also mentioned the issue of procrastination. Most of the interviewees
tend to procrastinate their writing tasks. The extract taken from Baris’ statement exemplifies writers’ mood that can
influence their writing performance:
…I cannot use the days or weeks before the presentation of the papers effectively. On the other hand, when I feel that
I might not complete my study before the deadline I get over-anxious and it makes me feel sick…
Lack of motivation and burden of life appear to be their justification for delaying writing. When they were
asked whether they were satisfied with their writing performance, they clearly indicated that they had no self
confidence about their product’s desirability. They appeared not to have a perfectionist approach towards what they
produced rather they seem to have fear of evaluation, since they have no adequate experiences and have not taken
guidance from others. Hasan’s perspective is relevant to fear of evaluation:
If I have to be understood by the readers that is in order that my manuscript or thesis could be accepted I have to
clear and coherent. The days while we are waiting for an answer and their, for example advisor, referee, committee
are really tough. It makes me very nervous. It is our profession I have to be successful.
However, one interviewee regarded his anxiety as a positive trait to concentrate on his writing task. He was
very pleased with his anxious mood otherwise he thought he could fail in his graduate studies. Along with this, one
of the two female participants pointed out that she did not experience high level of anxiety though she said she is not
much comfortable since she studies what she is interested in and tries to create new knowledge or findings she feels
excited.
Discursive Difficulties that Graduate Students Encounter in Writing Process
Appropriate use of the core words and the technical terms in academic discourse are good indicators of both
professional or novice texts. Almost all of the interviewees centered their concern on the lexical difficulties. They
frequently emphasized the mandatory of formal vocabulary use. However, the interviewees’ sensitivity to the formal
and appropriate vocabulary and phrase use in their texts does not display direct proportion to correct and appropriate
vocabulary use. The major reason of this low performance could be attributed to the answers that posed during the
interview about how they tried to maximize the use of formal and appropriate lexical units in their texts were largely
based on their personal efforts to learn these conventions focusing on the text from the books and articles they read.
For example, their prominent strategy appear to focus on unfamiliar or unknown terms or phrases in an
academic text. If these unfamiliar units can attract their attention, they look up a dictionary and learn; finally they try
to use these terms and phrases in their own texts at the appropriate places of the discourse. The following statements
of the interviewees can be given as examples for their perceptions of academic writing difficulties:
Baris: One of the biggest problems is that I often feel that I use similar expressions in different parts of the paper. I
also feel that I have to shorten my sentences. Sometimes I cannot be sure if there are good transitions across
paragraphs. I feel I cannot express my thoughts directly and briefly enough. I know I have to read more…
Yigit: I don’t believe that we write consciously and creatively with the integration of conventions. I think I don’t have
serious problems about structure but to able to reach the formality in my text, I haven’t enough experiences and no
guidance.
Alex: To be able to use the right vocabulary at the right context is much more difficult than grammar.
Familiarity with technical and correct vocabulary meanwhile affect their fluency of their text; that is why,
their second problematic area in writing appears to be coherence and cohesion based issues. In fact, they have
already indicated that they pay considerable attention to provide unity and transition between sentences and
paragraphs. The term coherence is basically recognized implicitly and seen as a quite abstract concept, for EFL/ESL
writers, it becomes more complicated and difficult. They were all aware that their texts had to be coherent, in other
words there must be clear and smooth links between sentences and paragraphs. But they were not sure about how to
make their text “well organized” or “logical sequenced”. Their initial strategy to maximize coherence in their text
appears to employ cohesive devices, particularly, as observed, the initial elements were conjunctive adverbs (e.g.
however, moreover and furthermore), and transition phrases (e.g. in addition, on the other hand and in contrast).

85

�Discussion
The in-depth interviews aimed to explore graduate students’ strategies and their major difficulties both
affective and discursive while constructing academic texts and thus capture a clearer scene of their experiences and
perceptions. The findings of the current study saliently indicated that there is an overall lack of awareness and
knowledge abut academic writing and its subtitles. This inadequacy also contributed to the participants’ general
feelings of anxiety and lack of achievement in writing outcomes in their own disciplines.
The participants’ L1 academic writing experiences seem to be correlated with their English academic
English development. As one of the interviewees stated that students wrote essays in Turkish in a style (introductionbody-conclusion) that was rather different than English academic essay that currently they are required to write in
their academic lives, and they were not taught any particular academic writing style or genre. The findings of this
study supported the Cummin’s (1981) Cognitive Academic Language Proficiency theory in the development of adult
L2 learners’ academic writing. The results of the research studies can be quite related to current study, especially in
terms of how the participants’’ L1 literacy exposure and experience influence the mastery of L2 academic language.
Adult EFL/ESL learners’ positive or negative attitudes and approaches towards their native language can
influence their attitudes, approach, and motivation while they are writing in a second language. Their attitudes are
formed in the early periods of cultural and school experiences; ultimately an adult EFL/ESL student may transfer the
attitudes into his/her academic English writing in both positive and negative ways. As Cummin (1981) in
Interdependence Hypothesis asserts that “there is a basic cognitive/academic proficiency that is common across
languages which allows the transfer of literacy –related skills across languages (cited in Kroll, 1990, p.95).
Many Turkish students until embarking on their graduate studies appear not to have learned how to write
systematically except being instructed to be grammatically correct and writing in certain number of paragraphs.
Graduate students’ lack of awareness in a foreign language, English, can be attributed to the same reason. Given the
graduate programs of many institutes do not include or require academic writing course, it will be seen that students
know not much about the nature and the critical instruments of academic writing in certain styles and genres. This
little schematic knowledge contributes to the assumption that the expectations of academic writing rules and
conventions can be met by means of commercial proofreading and rewriting websites, and as two out of eight
participants indicated, academic writing conventions are allegedly confined to the mechanical aspects editorial style
in any ( e.g. APA and MLA) manual. These findings tend to support the premise which highlights the significance
and influence of native language literacy skills in the development of second language writing and academic success.
The study’s findings revealed that creating and organizing ideas to write in a text is the common concern of
the graduate student writers. As they attach significant attention to create new knowledge they meanwhile confront
organizing their ideas in a coherent and well-written way. The participants appeared to be much less worried about
expressing their ideas in accurate English. The emphasis on structural accuracy in L1 is seen also in L2 in students’
educational background; therefore they appear to have self confidence to achieve linguistic correctness.
To provide the right words in English to express ideas appropriately and accurately is a pervasive difficulty
for many EFL/ESL writers due to partly L2 writers’ dependence on the translation of their native language into the
English or cultural differences between two languages’ modes of expression. The EFL writers’ lack of English
vocabulary in terms of formality, rhetoric and technical aspects is partly due to inadequate opportunity to develop a
robust English lexicon through reading and writing activities.
Though mastering surface-level aspects of English grammar, vocabulary, and mechanics is of considerable
importance, writing at the academic level in a foreign language requires L2 writers to learn to think and write in new
ways including knowledge transforming, voice and identity that may be quite unfamiliar and challenging. However,
their awareness and experience due to lack of explicit instruction and affective reasons such as low self-confidence.
Interviewees’ ethical sensitivity is seen to be quite high, they frequently mentioned the original and creative
thought in their writings, In addition while using others’ ideas they highlighted the notion of correct citation.
However, it is not clear enough whether their knowledge and experience about transforming others’ ideas and
findings can discriminate the paraphrasing and patchwriting. As they have indicated they were not totally sure about
the performance and quality of their outcome about using others’ ideas most probably due to lack of practice much
about formal writing both in their native and English languages. That is why, originality and citation appear to be
regarded merely around the manuals’ citation format.
Fear of evaluation and procrastination seem to be the most common emotion among all the participants,
particularly when they are anxious about receiving negative reactions to what they have written and under time
pressure. The participants’ affective difficulties and negative feelings toward constructing academic text could be

86

�basically attributed to the motivational needs. In fact they indicated that motivation has an important place in their
academic studies. However, they generally manifested lack of self confidence and fear of evaluation; 6 of the 8
interviewees exhibited this low self self-confidence at various levels. If they could be supported both explicitly and
met their motivational needs in the axis of institution and supervision, they can be expected to achieve the mastery of
academic English writing expectations.
Among these adult EFL students, the study shows that motivation plays a crucial role in their English
academic writing development. The majority of the participants were considerably motivated to learn to write within
disciplinary conventions and norms. Although their intrinsic motivation in learning to write academic English
appear quite low, they seem to recognize the practical need of learning academic writing for largely extrinsic
reasons.. Their comments suggest that they are basically instrumentally motivated to learn to write academic English
because of both benefit and mandatory that it eventually gains in their academic careers and they seem not
intrinsically interested in learning to write academic English for its own sake.
Gender did not reveal different response tendency among the participants, thus the participants ideas and
their affective difficulties did not exhibit significant differences. However, what was important that, in line with
Krashen’s Affective Filter Hypothesis, the female student indicated that her anxiety affected her positively; in this
case she thinks she can be more successful.
A general writing challenge that makes all students concerned that putting their thoughts in good rhetoric,
appropriate style and coherent way still need to be resolved . However, they seemed to be motivated to learn about
academic writing being aware of their lack knowledge and experience. What was another positive result can be they
all acknowledge that writing in their academic discipline is crucial for their survival in the academia and are eager to
improve them. In this case, it is possible to strengthen their enthusiasm, minimize the current gap and enhance their
achievement.

Conclusion
As English uninterruptedly expands as the leading language for dissemination of academic knowledge, the
question of writing effectively and in expected ways causes considerable challenges to students requiring graduates
to learn to master and so as to succeed in the academia. Yet, novice writers cannot be taught by only means of
cautions and threats, but they should be socialized into disciplinary ways of writing so that they can more easily
acquire discipline specific discourse concerned. Especially advisor-advisee relationship attracts serious attention for
the graduate student to be able to take part in the community. Supportive attitudes towards the students can
strengthen their self-esteem and confidence; moreover, it can help the students internalize their community.
At language level, the enhanced awareness of scholarly writing leads novice writers to selections at the
appropriate degree and phase. To achieve this awareness, explicit academic writing instruction both in L1 and L2
from early periods of education life should be integrated. More specifically, like the developed countries’
universities do, particularly North American universities, writing centers can assist students and academics about
their discursive needs of writing and can encourage their efforts and thus enhance their self-confidence with
professional support prior to their the evaluators ( i.e. course instructors, thesis advisors, or article referees).
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YIGITER, Kemalettin
Genc, Gencay</text>
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                <text>Writing is pivotal and good language use is marked in higher education  throughout disciplines. Self-assumptions, others’ arguments, transformed knowledge, and  research results are primarily given in written documents including articles, theses,  dissertations and books. Though writing is often referred to as a skill or competence, it is  widely acknowledged that writing resides in much more than solely being able to  communicate what you already know. It rather stands as primary tool for thinking,  learning and knowledge construction. Based on the above considerations, the   present  study takes a qualitative case study approach to explore writing approaches and strategies  of nonnative graduate students’ writing academic texts and the difficulties that they  encounter in this process in English departments.</text>
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                    <text>1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

The Dissolution Kinetics Of Chalcopyrite Concentrate In Aqueous
Chlorination Solutions Of Chalcopyrite Concentrate
Ah met Yartaşı
Hakan Temur
M. Muhtar Kocakerim
Atatürk University, Engineering Faculty
Department of Chemical Engineering
Erzurum TURKEY
yartasi@atauni.edu.tr

Abstract: In this study, the dissolution kinetics of chalcopyrite concentrate was investigated
by using the solutions obtained with dissolution of chalcopyrite concentrate in water
saturated with chlorine. Reaction temperature, solid-to-liquid ratio, stirring speed, [Fe3+],
[Cu2+] and [H+] were chosen as parameters. It was determined that the dissolution rate of
chalcopyrite concentrate increased with increasing reaction temperature, [Fe3+] and [H+],
and decreasing solid-to-liquid ratio, but was not affected importantly by [Cu2+] and stirring
speed. A mathematical expression representing the process was established by using
experimental data and a package program, as follows, 1-(1-X)1/3 = {0.803.(S/L)0.32.(SS)0.17.[Fe3+]0.38 .[Cu2+]0.19.[H+]1.19.exp(-31.78/RT)}.t Also, it was found that
the dissolution rate was controlled by chemical reaction step with an activation energy of
31.78 kJ.mol-1 in the reaction temperature range 50-88 0C.
Keywords: Chalcopyrite, copper, chlorination, dissolution kinetics.

Introduction
Chalcopyrite, being one of the most abundant copper ores in the world isthe most important ore used in
production of the copper by pyrometallurgical methods.It contains minerals such as FeS2 , ZnS, PbS in addition
to CuFeS2 in nature. On the other hand, the SO2 gas emitted to atmosphere during the production of copper by
pyrometallurgical methods is an important pollutant. Nowadays, the governments force the firms producing
metals from sulphide minerals to use less harmful technologies because of its threatening properties for
environment. This situation brings along the necessity of developing of new environmentalisttechnologies. As
an alternative to the pyrometallurgical processes, hydrometallurgical metalrecovery is getting importance in this
area. Furthermore,the problem of evaluating the chlorine gas being a by-productin production of NaOH needed
in enormous amountsinindustry is waiting a solution because ofimpossibility ofits emission to the atmosphere.
There are many studies on the dissolution, dissolution kinetics and mechanism of copper ores in various
aqueous media. Havlik et al.(1995) examining the leaching of chalcopyrite concentrate with ferric chloride
solutions found that the rate of leaching increased with concentration of ferric ions up to the 0.5 M
concentrations of ferric chloride and the activation energy of this process was 55 ± 5 kJ.mol-1. Havlik and
Kam mel(1995) investigated leaching of chalcopyrite in acidified FeCl3 and acidified FeCl3 + CCl4 solutions.
They found thatthe leaching in the absence of CCl4 was a chemically controlled reaction with activation energy
of 68.9 kJ.mol-1 inthetemperature range 45-800 C and inthe presence of CCl4 was a diffusion controlled process
with activation energy of 31.2 kJ.mol-1 inthe same temperature range.
The high reactivity of gaseous chlorine as an oxidizing agent in leaching processes have been caused a
number of studies on the extraction of metalsulphides by chlorineleaching. Bayrakçeken et al.(1990) studied the
kinetics of the chlorination of pyrite in aqueous suspensions and found that the rate controlling step was the
chemical reaction between chlorine and pyrite forthe temperature range 13-35 0 C, and the diffusion of chlorine
through the fluid film forthe temperature range 40-60 0 C withthe activation energies respectively 36.7 kJ.mol-1
and 3.7 kJ.mol-1,respectively. Çolak et al.(1987) examined the kinetics of dissolution of chalcopyritein aqueous
solutions saturated by chlorine gas and determined thatthe diffusion of the reactants through product layer was
the rate controlling step with an activation energy of 9.81 kJ.mol-1.
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Reactions of copper sulfide minerals with chlorine in an aqueous media were studied by Groves and
Smith(1973) and determined that when the dissolution process was complete,the reaction products(copper,iron
and sulfur) were in their highest oxidation states and stoichiometric amount of chlorine was consumed.
In an study carried out by Ekmekyapar et. al.(1988), it was investigated the dissolution kinetics of an
oxidized copper ore in water saturated by chlorine, and found that the dissolution process proceeded in two
stages and was controlled by diffusion through the ash layer in each stage. The authors determined that the
activation energies forthe first and second stages were 27.15 and 20.21 kJ.mol-1,respectively.
Chalcopyrite can be dissolved with various leaching agents such as hydrochloric acid (Habashi and Toor,
1979), chloride/hypo chloride media (Puvvada and Murthy, 2000),ferric chloride (Dutrizac, 1990; Maurice and
Hawk,1999), acidic Cl- solutions(Lu et al.,2000), CCl4 saturated with chlorine(Saraç etal.,1994) and H2 SO4NaCl-O2 (Padilla et al., 2003). In addition to these, oxide and sulphide ores of base metal minerals were
examined by using various chlorinating agents such as Cl2,HCl, Cl2-O2, FeCl2 and O2 and CuCl2 (Mukherjee and
Gupta, 1983).
In this study, the dissolution kinetics of concentrate chalcopyrite in the chlorination solution (solution
obtained by dissolution of chalcopyrite concentratein water saturated with chlorine was investigated and effects
of the parameters, such as reaction temperature, solid-to-liquid ratio, stirring speed, [Fe3+], [Cu2+] and [H+] on
the dissolution rate were determined.

Methods And Materials
The chalcopyrite concentrate used in this study was provided from Çayeli, Rize in Turkey and sieved by
using a 75 µm AST M standard sieve. Chemical analysis of concentrate gave a composition of 24.02 % Cu, 29.36
% Fe, 36.55 % S, 2.19 % Zn, 0.19 % Pb, 0.1 % Al2 O3, 0.9 % moisture and 6.69 % other components. X-ray
diffractogram obtained by a Rigaku D M A X 2000 Series X-ray diffractometer and given in Figure 1 shows that
the concentrate contains CuFeS2, FeS2, ZnS, Cu2 S, CuS and very smallamount of Al2 O3 and SiO2. Also, SE M
photogram ofthe concentrateis seen in Figure 2.
250mL- a jacketed glass reactor was used for dissolution experiments under atmospheric pressure. The
reactor contents were mixed by a mechanical stirrer with tachometer and its temperature was controlled by a
constant temperature circulator. The reactor was fitted with a cooler to prevent the volume reduction of the
solution by the evaporation. The parameters used in the experiments and theirranges are given in Table 1.
Dissolution experiments were carried out using the chlorination solutions.In order to obtain this solution
an enough amount of chalcopyrite concentrate was dissolved in enough amount of chlorine saturated water under
predetermined optimum conditions(45o C for reaction temperature, 0.05gmL-1 for solidto liquid ratio, 0.2 molL-1
for [Fe3+], 0.025 molL-1 for [Cu2+] and 120 min for reaction time), and then,the suspension was filtered and the
filtrate stocked. The obtained solution was containing species such as Fe3+, Cu2+, H+, SO4 2- and Cl-.
Concentrations of these spieces were 14.6, 4.0, 4.46, 2.2 and 124.3 gmL-1, respectively. Various concentrations
of Fe3+, Cu2+ and H+ were prepared by adding Fe3+, Cu2+ or H+ to this solution or by diluting the solutions. After
250 mL of the chlorination solution was placed into reaction vessel it was heated to the reaction temperature.
And then, a certain amount of the concentrate was added tothe reaction vessel,and the vessel content was stirred
at a certain stirring speed for a desired period. At the end of dissolution period, reaction mixture was filtered,
and the amounts of Cu2+ passing to the solution was determined by the volumetric method(Gülensoy, 1984).
In the experiments, whilethe effect of one parameter was examining,the values of other parameters were
kept constant. The data obtained were plottedinthe form of conversion fraction, described as X = [the amount of
Cu passing to the solution from chalcopyrite concentrate /the amount of Cu in chalcopyrite concentrate] versus
time.

Results And Discussion
Dissolution Reactions
In aqueous medium, the reactions between chalcopyrite concentrate and chlorine gas are as
follows(Demopulos and Distin,1983, O’Malley and Liddell, 1987, Meyers,1977)
2CuFeS2(s) → Cu2 S(s) + 2 FeS(s) + S(s)
(1)
Cu2 S(s) + Cl2(aq) → CuCl2(aq) + CuS(s)
(2)
CuS(s) + Cl2(aq) → CuCl2(aq) + S (aq)
(3)
(4)
FeS2(s) →FeS(s) + S(s)
2FeS(s) + 2 Cl2(aq) → 2FeCl2(aq) + 2S(s)
(5)
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4S (s) + 2 Cl2(aq) → 2 S2 Cl2(l)
(6)
2 FeCl2(aq) + Cl2(aq) → 2FeCl3
(7)
(aq)
(8)
2 S2 Cl2(l) + 10Cl2(aq) + 16H2 O → 4H2 SO4(aq) + 24HCl(aq)
FeS2(s) + 2Fe3+(aq) → 3Fe2+(aq) + 2S(s)
(9)
CuFeS2 (s) + 4Fe3+ → Cu2+ (aq) + 5Fe2+ (aq) + 2S(s)
(10)
S(s) +6Fe3+ (aq) +4H2 O→ HSO4 - (aq) +6Fe2+ (aq) +7H+ (aq)
(11)
W hen chalcopyrite concentrate is added into the chlorination solution,the reactions taking place in the medium
can be written as follows;
(10)
CuFeS2(s) + 4Fe3+(aq) → Cu2+(aq) + 5 Fe2+(aq) + 2 S(s)
CuFeS2(s) + 16Fe3+(aq) + 8H2 O → Cu2+(aq) + 17 Fe2+(aq) + 2SO4 2-(aq) +16H+ (aq)
(12)
FeS2(s) + 2Fe3+(aq) → 3Fe2+(aq) + 2S(s)
(9)
6Fe3+(aq) + S(s) + 4H2 O → 6Fe2+(aq) + HSO4 -(aq) + 7H+ (aq)
(13)
After dissolving the concentrate atreaction temperature of 75 o C, particle size of 75 µm, stirring speed of
450 min-1, solid-to-liquid ratio of 0,02 g.mL-1, Cu2+ ion concentration of 4.03 g.L-1, Fe3+ ion concentration of
13.90 g.L-1 and H+ ion concentration of 4.46 g.L-1 and the mixture was filtered. After the solid part was
extracted with 100 mL of carbon sulphide in a reaction vessel equipped with a condencer and the extraction
mixture was filtered,the filtrate was evaporated and it was seen thatthe residue was elemental sulphur.
The effects of parameters
The effect of reaction temperature on the dissolution rate was studied using four reaction temperatures
(50, 65, 75 and 88 o C ) at particle size of 75 µm, stirring speed of 450 min-1,solid-to-liquid ratio of 0,02 g.mL-1,
[Cu2+] of 4.03 g.L-1, [Fe3+] of 13.90 g.L-1 and [H+] of 4.46 g.L-1. As seen in Figure 4,the dissolution rate of
chalcopyrite concentrateincreases with increasing reaction temperature.
The effect of stirring speed on the dissolution rate was studied by using three stirring speeds (300, 450 and
600 min-1) at particle size of 75 µm, reaction temperature of 75 o C,
solid-to-liquid ratio of 0.02 g.mL-1,
2+
-1
3+
-1
+
-1
[Cu ] of 4.03 g.L ,[Fe ] of 13.90 g.L and [H ] of 4.46 g.L . The experimentalresultsseen in Figure 5 show
evidently thatthe dissolution rate is not affectimportantly of stirring speed.
To investigate the effect of solid-to-liquid ratio on the dissolution rate,the experiments were carried out
by using three solid-to-liquid ratios(0.01, 0.02 and 0.04 g.mL-1) at particle size of 75 µm, reaction temperature
of 75 o C, stirring speed of 450 min-1,[Cu2+] of 4.03 g.L-1,[Fe3+] of 13.90 g.L-1 and [H+] of 4.46 g.L-1. Data for
various solid-to-liquid ratios is seen in Figure 6. This figure shows that decreasing solid-to-liquid ratio
increases the dissolution rate, which can be explained by the decrease in the amount of solid per amount of
solution in the reaction mixture.
To determine the effect of [Cu2+] of on the dissolution rate, the experiments were carried out by using
three[Cu2+] values (4.03, 6.03 and 8.05 g.L-1) at particle size of 75 µm, reaction temperature of 75 o C, solid-toliquid ratio 0.02 g.mL-1, stirring speed of 450 min-1,[Fe3+] of 13.90 g.L-1 and [H+] of 4.46 g.L-1. As can be seen
in Figure 7, which the experimentalresults are given,the effect of[Cu2+] on the dissolution rateis notimportant.
This case can be explained by the factthat when the large amount of Fe3+ ions are presentin reaction medium,
Cu2+ ions can not have an oxidizing effect.
The effect of[Fe3+] on the dissolution rate was investigated by using three [Fe3+] values (13.90, 20.89 and
27.85 g.L-1) at particle size of 75µm, reaction temperature of 75 o C,
solid-to-liquid ratio 0.02 g.mL-1, stirring
speed of 450 min-1, [Cu2+] of 4.02 g.L-1 and [H+] of 4.46 g.L-1. Experimental results plotted in Figure 8 show
that the dissolution rate increase with increasing [Fe3+]. It has been stated that the following reactions occur
during reaction between chalcopyrite and FeCl3 (Hawlik et al. 1995; Çolak et al., 1987);
CuFeS2(s) + 4Fe3+(aq) → Cu2+(aq) + 5 Fe2+(aq) + 2 S0(s)
(10)
CuFeS2(s) + 16 Fe3+(aq) + 8H2 O → Cu2+(aq) + 17Fe2+(aq) + 2 SO4 2-(aq) + 16H+ (aq)
(12)
Due to above reactions (1 and 2),the dissolution rateincreases with increasing [Fe3+].
The effect of [H+] on the dissolution rate was investigated by using three [H+] values (4.46, 2.23 and 1.12
-1
g.L ) at particle size of 75µm, reaction temperature of 75 o C, solid-to-liquid ratio 0.02 g.mL-1, stirring speed of
450 min-1,[Cu2+] of 4.03 g.L-1 and [Fe3+] of 13.90 g.L-1. The experimentalresults plotted in Figure 9 show that
dissolution rateincrease with increasing [H+].
Kinetics Analysis
The kinetics of a noncatalytic reaction between a solid and a liquid,represented by A(fluid) + bB(solid) →
Products, can be represented by one of two ideal model: Progressive-conversion model and shrinking core
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model(Levenspiel, 1999).
In progressive-conversion model, it is visualized that reactant liquid enters to particle and reacts
throughoutthe particle at alltimes. At this case,the reaction rate can be defined by pseudo-homogenous models
and in the shrinking core modelitis derived integrated rate equations to show the reaction rate.In such a case,
the particle size may unchanged or shrink. Ifit unchanges, the derived integrated rate equations are
t/t* = X, (for diffusion controlthrough liquid film)
t / t* = 1-3(1-X)2/3 +2(1-X), (for diffusion control through ash or product layer)
t / t* = 1-(1-X)1/3, (for surface chemical reaction control)
If it shrinks during the reaction, the diffusion through ash or product layer is absent and the integrated rate
equation are
t / t* = 1-(1-X)2/3 , (the diffusion control through liquid film for small particles)
t / t* = 1-(1-X)1/2 , (the diffusion control through liquid film for large particles)
t / t* = 1-(1-X)1/3, (for surface chemical reaction control)
In the presented study, it was determined by statistical and graphical methods that which of above models
fits with experimental data and was observed that the most appropriate model was surface chemical reaction
control.
As shown in Figure 10, graphs of[1-(1-X)1/3] versus tfor various reaction temperatures(50, 65, 75 and 88
o
C ) gave straightlines. The similar straightlines were obtained for other parameters, also.
The regression coefficients of these lines were higher than those obtained for other models. This result
stated that the dissolution rate is controlled by chemical reaction. The activation energy of this dissolution
process was found to be 32.96 kJ.mol-1 from the slop ofthe straightline of Lnk versus 1/T in Figure 11.
W hen the activation energy result of the present work is compared the results from the literature for
chalcopyrite leaching (Dutrizac 1978, Jermilow et al. 1969, Dutrizac 1978, Dutrizac 1982 and Hirato et al.
1986),itis seen thatthe results ofthis work islower than those in the literature(Table 2).To find the reason of
this case,the initialrate values, ro were determined from Figure 4, and accepting thatthe kinetic equation isin
the form of
ro = ko[exp(-Ea/RT)],another activation energy value of 47.59 kJ.mol-1 was calculated from
the graph of Lnro versus 1/T shown in Figure 12. This value is in a good agreement with the literature values
given in Table 2, and can be considered astrue value ofthe activation energy.
The difference between the observed activation energy and the one calculated from initialrate values can
be explained by the formation of elemental sulphur covering the surface of the particle. When the reactions
between the active species in the leaching solution and chalcopyrite and/or pyrite proceeds, elemental sulphur
occurs according to the following reactions
FeS2(s) + 2Fe+3(aq) → 3Fe+2(aq) + 2S0(aq)
(9)
CuFeS2(s) + 4Fe3+(aq) → Cu2+(aq) + 5Fe2+(aq) + 2S0(s)
(10)
Elementalsulphur precipitating on the particle surface can coverthe surface,forming a productlayer. Due
tothis film,the activation energy reduces from the true value of 47.59 to 32.96 kJ.mol-1 asthe reaction proceeds.
Similar observations have been recorded by Boncukçuoğlu et al.(1994) and Erşahan et al.(1995). In the
study of Boncukçuoğlu et al.the reactions taking place in the leaching system were
FeS2(s) + 2Fe+3(aq) → 3Fe+2(aq) + 2S0(s)
(9)
FeS2(s) + 14Fe3+(aq) +8H2 O → 15Fe2+(aq) + 2HSO4 - aq) + 14H+ (aq)
(14)
Because reaction 9 is very fast compared to reaction 14 and high acidity gains speed this reaction
(Boncukçuoğlu et al.,1994; Erşahan et al, 1995, Meyers, 1977) and ,in similar way,it may say thatreaction 10
is faster than reaction 12, also, sulphur obtained by reactions 9 and 10 forms a sulphur layer increasing on
particle surface and the dissolution reaction becomes slow.
As a results,taking into accountthe values ofthe activation energies, 1-(1-X)1/3 versus t graphs and their
regression coefficients, ineffectiveness of stirring speed on the dissolution rate, it can be concluded that the
dissolution process was controlled by chemicalreaction.
To drive a mathematical expression including the effects of the parameters, the experimental data were
treated using a statistical program and the following equation was developed
1-(1-X)1/3 = {0.803.(S/L)-0.32.(SS)0.17.[Fe3+]0.38 .[Cu2+]0.19.[H+ ]1.19.exp(-31.78/RT)}.t
(15)
This method gave an activation energy of 31.78 kJ.mol-1 which is slightly lower than the value of 32.96
kJ.mol-1 calculated from Lnk – 1/T graph.
To test the agreement between the experimental conversion values and the values calculated from
mathematical expression,the plot of Xexp versus Xtheo was drawn. As seen in Figure 13, the agreement between
the experimental and calculated values is very good.
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Conclusions
In the presented study, the dissolution kinetics of concentrate chalcopyrite in a solution obtained by dissolution
of chalcopyrite concentrate in water saturated with chlorine have been investigated using reaction temperature,
solid-to-liquid ratio, stirring speed, [Fe3+], [Cu2+] and [H+] as parameters. It was determined that the dissolution
rate of chalcopyrite concentrate increased with increasing reaction temperature, [Fe3+] and [H+], and decreasing
solid-to-liquid ratio, but was not affected importantly by [Cu2+] and stirring speed. For this dissolution process, a
mathematical model was obtained as follows,
1-(1-X)1/3 = {0.803.(S/L)-0.32.(SS)0.17.[Fe3+]0.38 .[Cu2+]0.19.[H+ ]1.19.exp(-31.78/RT)}.t
(15)
It has found thatthe dissolution rateis controlled by chemicalreaction step with an activation energy as much as
31.78 kJ.mol-1 in the reaction temperature range 50-88 0 C.

List Of Symbols
X

t
t*
b
D
T
S/L
SS
[H+]
[Fe3+]
[Cu2+]

fractional conversion
time (min)
time for complete conversion of a single solid particle(min)
stociometric coefficient of B (solid) reacting with each mole of A (fluid)
particle size (µm)
reaction temperature (K)
solid-to-liquid ratio (g.mL-1)
stirring speed(min-1)
H+ ion concentration (g.L-1)
Fe3+ ion concentration (g.L-1)
Cu2+ ion concentration (g.L-1)

References
Bayrakçeken, S., Yaşar, Y. and Çolak, C., (1990). Kinetics of the chlorination of pyrite in aqueous suspension.
Hydrometallurgy. 25, 27-36.
Boncukçuoğlu, R., Kocakerim, M. M. and Erşahan, H., (1994). Kinetics of desulphurization of Nevşehir-Dadağı coal with
ferric chloride solutions, Fuel Processing Technol. 38, 31-44
Çolak, S., Alkan, M. and Kocakerim, M.M., (1987). Dissolution kinetics of chalcopyrite containing pyrite in water saturated
with chlorine. Hydrometallurgy. 18, 183-193.
Demopoulos,G.P. and Distin,P.A.,(1983). Ferric Chloride Leaching of Sulphidized Chalcopyrite. Hydrometallurgy, 10,111122.
Dutrizac, J.E., (1978). The kinetics of dissolution of chalcopyrite in ferric ion media. Metallurgical Transactions B. 12B, 431
438.
Dutrizac, J.E., (1982). Ferric ion leaching of chalcopyrite from different localities. Metallurgical Transactions B. 13B: 303309.
Dutrizac, J.E., (1990). Elemental Sulphur Formation During The Ferric Chloride Leaching Of Chalcopyrite.
Hydrometallurgy. 23, 153-176.
Erşahan, H., Bonçukcuoğlu, R.and Kocakerim, M.M., (1995). Elemental Sulfur Formation In The Meyers Coal
Desulphurization Process, Fuel. Vol 74, No:11, 1682-1686
Ekmekyapar, A., Çolak, S., Alkan, M. and Kayadeniz, Đ., (1988). Dissolution Kinetics Of An Oxidized Copper Ore In Water
Saturated By Chlorine. Chem.Tech. Biotechn. 43, 195-204.
Groves R. D. and Smith, P.B., (1973). Reactions Of Copper Sulphide Minerals With Chlorine In An Aqueous System. United
States Bureau of Mines, Report of Investigation 7801.
Gülensoy, H., (1984). Kompleksometrinin Esasları ve Kompleksometrik Titrasyonlar. Fatih Yayınevi Matbaası, 259 s,
Đstanbul.

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�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Habashi, F. and Toor, T., (1979). Aqueous Oxidation Of Chalcopyrite In Hydrochloric Acid. Metallurgical Transactions B.
10B, 49-56.
Havlik, T. and Kammel, R., (1995). Leaching Of Chalcopyrite With Acidified Ferric Chloride And Carbontetrachloride
Addition. Minerals Engineering, 8 (10), 1125-1134.
Havlik, T., Skrobian, M., Balaz, P. and Kammel, R., (1995). Leaching Of Chalcopyrite Concentrate With Ferric Chloride.
Int., J., Miner. Process. 43, 61-72.
Hirato, T., Kinoshita M, and Awakura, Y, (1986). The Leaching Of Chalcopyrite With Ferric Chlorides. Metallurgical
Transactions B. 17B, 19-28.
Küçük, Ö., Kocakerim, M.M., Yartaşı, A. and Çopur, M., (2002). Dissolution of Kestelek’s colemanite containing clay
minerals in water saturated with sulphur dioxide. Ind. Eng.Chem. Res. 41, 2853-2857.
Levenspiel, O., (1999). Chemical Reaction Engineering, 2nd ed., John Wiley and Sons, New York, pp. 566-586.
Lu, Z.Y., Jeffrey, M.I. and F. Lawson, (2000). The effect of chloride ions on the dissolution of chalcopyrite in acidic
solutions. Hydrometallurgy. 56 (2), 189-202.
Maurice, D. and Hawk, J.A., (1999). Simultaneous autogenous milling and ferric chloride leaching of chalcopyrite.
Hydrometallurgy. 51, 371-377.
Meyers, R.A., (1977), Coal Desulphurization, Dekker, New York.
Mukherjee, T.K. and Gupta, C.K., (1983). Base metal resource processing by chlorination. Mineral Processing Technology
Review. 1, 111-153.
O’Malley and Liddell, K.C., Leaching of CuFeS2 by aqueous FeCl3,HCl and NaCl: Effects of solution composition and
limited oxidant. Metallurgical Transaction B, 18B,505-510.
Padilla, R., Zambrano, P. and Ruiz, M.C., (2002). Leaching of sulfidized chalcopyrite with H2SO4-NaCl-O2, Metallurgical
and Materials Transactions B. 34B, 153-159.
Puvvada, G.V.K. and Murthy, D.S.R., (2000). Selective precious metals leaching from a chalcopyrite concentrate using
chloride/hypochlorite media. Hydrometallurgy. 58, 185-191.
Saraç, H., Kocakerim, M.M. and Çolak, S., (1994). Dissolution kinetics of chalcopyrite containing pyrite in carbon
tetrachloride saturated with chlorine. Chimica Acta Turcica. 22 (3), 259-370.

Parameters
Values
Reaction temperature ( 0 C)
50
65
75
Solid-to-liquid ratio(g.mL-1)
0.01
0.02
0.04
Stirring speed(min-1)
300
450
600
[Fe3+ ](g.L-1)
13.90
20.89
27.85
[Cu2+ ](g.L-1)
4.03
6.03
8.05
[H+ ](g.L-1)
4.46
2.13
1.12
Table 1.Parameters used in the experiments and theirranges

88

Temperature range
Ea
Literature
(0 C)
(kJ.mol-1)
50-100
46 ± 4
Dutrizac (1978)
30-100
42 ± 4
Dutrizac (1978)
40-100
63 ± 8
Dutrizac (1982)
58-85
59.5
Hirato et al.(1986)
Table 2. Apparent activation energy values Ea of chalcopyriteleaching with ferric chloride

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Figure 1. X-Ray diffractogram of the chalcopyrite concentrate

Figure 2. SE M photogram of the chalcopyrite concentrate

Figure 3. SE M photogram of undissolved solid portion during the reaction

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�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

0,8
0

Reaction temperature( C )

0,7

50
65
75
88

0,6

X

0,5
0,4
0,3
0,2
0,1
0,0
0

40

80

120

160

Reaction time (min)

Figure 4. Effect of reaction temperature on dissolution of chalcopyrite concentrate

0,6
-1

Stirring speed (min )
300
450
600

X

0,4

0,2

0,0
0

40

80

120

160

Reaction time(min)

Figure 5. Effect of stirring speed on dissolution of chalcopyrite concentrate

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0,7
-1

Solid-to-liquid ratio( g.mL)
0.01
0.02
0.04

0,6

0,5

X

0,4

0,3

0,2

0,1

0,0
0

40

80

120

160

Reaction time (min)

Figure 6. Effect of solid-to-liquid ratio on dissolution of chalcopyrite concentrate
0,7

0,6

2+

-1

[Cu ] ( g.L )
4.03
6.04
8.05

0,5

X

0,4

0,3

0,2

0,1

0,0
0

40

80

120

160

Reaction time(min)

Figure 7. Effect of [Cu2+] on dissolution of chalcopyrite concentrate
0,8
0,7
3+

[Fe
0,6

X

0,5

-1

]( g.L )
13.90
20.89
27.85

0,4
0,3
0,2
0,1
0,0
0

40

80

120

160

Reaction time(min)

Figure 8. Effect of [Fe3+] on dissolution of chalcopyrite concentrate
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0,6
+

0,4

X

-1

[H ]( g.L )
2.64
1.32
0.66

0,5

0,3

0,2

0,1

0,0
0

30

60

90

120

150

Reaction time (min)

Figure 9. Effect of [H+] on dissolution of chalcopyrite concentrate

0,35
0

Reaction temperature( C )
50
65
75
88

0,30

1-(1-X)

1/3

0,25

0,20

0,15
0,10

0,05
0,00
0

20

40

60

80

100

120

140

160

Reaction time(min)

Figure 10. Plot of 1-(1-X)1/3 againstreaction time for various reaction temperature

-6,0

Ln k

-6,4

-6,8

-7,2

-7,6
2,7

2,8

2,9

3,0
3

3,1

-1

1/T x 10 (K )

Figure 11. Graph of Lnk versus 1/T for dissolution process inthe reaction temperature range 50-88 0 C.
221

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

-4,2

-4,6

Ln r 0

-5,0

-5,4

-5,8

-6,2

-6,6
2,7

2,8

2,9
3

3,0

3,1

-1

1/T x 10 (K )

Figure 12. Graph of Lnro versus 1/T forinitialreaction rate
0,40
0,35
0,30

X Experimental

0,25
0,20
0,15
0,10
0,05
0,00
0,00

0,05

0,10

0,15

0,20

0,25

0,30

0,35

0,40

XTheoretical

Figure 13. Comparison of experimental and theoretical conversion values from mathematical expression in Eq. 15

222

�</text>
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                <text>The Dissolution Kinetics Of Chalcopyrite Concentrate In Aqueous  Chlorination Solutions Of Chalcopyrite Concentrate</text>
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                <text>Yartası, Ahmet
Temur, Hakan
Kocakerim, M. Muhtar</text>
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                <text>In this study, the dissolution kinetics of chalcopyrite concentrate was investigated  by using the solutions obtained with dissolution of chalcopyrite concentrate in water  saturated with chlorine. Reaction temperature, solid-to-liquid ratio, stirring speed, [Fe3+],  [Cu2+] and [H+] were chosen as parameters. It was determined that the dissolution rate of  chalcopyrite concentrate increased with increasing reaction temperature, [Fe3+] and [H+],  and decreasing solid-to-liquid ratio, but was not affected importantly by [Cu2+] and stirring  speed. A mathematical expression representing the process was established by using  experimental data and a package program, as follows, 1-(1-X)1/3 = {0.803.(S/L)-  0.32.(SS)0.17.[Fe3+]0.38 .[Cu2+]0.19.[H+]1.19.exp(-31.78/RT)}.t Also, it was found that  the dissolution rate was controlled by chemical reaction step with an activation energy of  31.78 kJ.mol-1 in the reaction temperature range 50-88 0C.</text>
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                    <text>1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Biodegradable Modified Corn Starch and Its Electroreological Properties
M ustafa Yavuz,
Suleyman Demirel University,Isparta, Turkey
yavuz@fef.sdu.edu.tr
Tahir Tilki
Süleyman Demirel University,Isparta, Turkey
Meh met Çabuk
Mus Alparslan University, Mus, Turkey
Meh met Ulutürk
Süleyman Demirel University,Isparta, Turkey

Abstract: In this study an electrorheological (ER) effect of the suspensions containing both
native starch (S) and modified starch (MS) particles in corn oil under various externally
applied electric field strengths are reported. To prepare an ER active material, biodegradable
starch was partially hydrolyzed and converted to its Li+ salt. Both biopolymers were
characterized by 13C-NMR, Scanning Electron Microscopy (SEM), Energy Dispersive
Spectroscopy (EDS) and Thermogravimetric Analysis (TGA). Suspensions of Starch and
modified Starch particles were prepared in corn oil at concentrations ranging from 5-40% by
mass. Rheological measurements were carried out via a rotational rheometer with a high
voltage generator to investigate the effects of electric field strength and particle concentration
on ER performance. Effects of various parameters such as sedimentation stability, dispersed
particle concentration, electric field strength, shear rate, frequency and temperature onto ER
activity were investigated. Modified starch suspension was accepted as a biodegradable
anhydrous ER fluid.

Introduction
Biodegradation is the process by which organic substances are broken down by the enzymes and
microorganisms. The term is often used in relation to ecology. Starch is a linear polymer (polysaccaride) made
up of repeating glucose groups linked by glucosidic linkages in the 1-4 carbon positions. Biodegradation of
starch based polymers is a result of enzymatic attack (Ogungbenle 2007) at the glucosidic linkages between the
sugar groups leading to a reduction in chain length and the splitting of sugar units (monosaccharides,
disaccharides and oligosaccharides)(Kato et al. 2003).
ER fluids can potentially be used as a smart materialfor active devices, which transform electric energy
to mechanical energy. They are composed of a suspension of polarization solid particles dispersed in a
nonconducting liquid media (Block &amp; Kelly 1988). When an electricfieldisimposed,the rheological properties of
the fluid vary, showing a characteristic fibrillation (Winslow 1949);the strings of the particles are oriented along
the direction ofthe electricfield. This structureis known to be induced by a mismatch ofthe dielectric constants
and conductivity ofthe suspended particles and theinsulating oil(Parthasarathy &amp; Klingenberg 1996). ER fluids are
divided into two categories (Tao et al. 2001): one is called dry-base ER system (or anhydrous, which shows ER
activity without adding any polar promoter) the other one is called wet-base ER systems (or hydrous, which
needs a polar promoterto be added to show ER activity).
In this study, we investigate native starch and modified starch as a vigorous nominee for anhydrous
particles in high performance dry-base systems by analyzing the effect of particle concentration, electric field
strength, shear rate and frequency via sheartests.

50

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Experimental
1. Material
The chemicals were Aldrich, Acros and Merck products, with analytical grade. The base fluid used was
corn oil with a density ρ= 0.936 g/cm3, viscosity η = 45 mPa s, dielectric constant ε = 3.34, and conductivity (E
= 1 kV/mm) σ = 4X10-11 S/m at 25 o C. The starch was (used as dispersed phase) produced by Acros Organics
products.
2. Modification Of Native Starch
Suspensions of the air-dried corn starch (50 g) in distilled water (500 mL) were supplemented with
ammonium vanadate (NH4 VO 3). A marine blue color was appeared. The pH of each suspension was adjusted to
9.0 by adding 10% NaOH(aq). Each suspension was continuously stirred for 48 h at a constant temperature of
35–40o C, under atmospheric conditions. After the reaction was completed, its color turned to yellowish. The
reaction mixture was filtered through a sintered glass and the filtrate washed with cold water to remove any
impurities present. The products were dried in desiccators over molecular sieves. The dried products were
dispersed in 0.1 M LiOH(aq) and the lithium-salt of partially modified starch was obtained. The final product
was also dried under the same conditions. The modification reaction mechanism of the native starch is given in
Scheme 1.

H
CH2OH

OH

NH4VO3
10% NaOH

O

H

H
H

H

O
H

pH: 9

OH

OH

LiOH

COOH

OH

H
OH

OH

OH

H

OH

Scheme 1. Oxidation reaction mechanism and chemical structure of modified starch.
3. Electrorheological Measurements
Suspensions of starch derivative particles were prepared in corn oil at a series of concentration (c = 5–
40% m/m). Suspensions were mechanically stirred before each measurement against sedimentation. Rheological
properties ofthe suspensions were determined with a Termo-Haake RS600 parallel plateElectro-rheometer
(Germany). The gap between the paralel plates was 1.0 mm and the diameters ofthe upper and lower plates were
35 mm. Allthe experiments were carried out at a controlled rate (CR) mode and at various temperatures (25–125
◦
C, with 25 ◦ C increments.). The voltage used in these experiments was also supplied by a 0–12.5 kV (with 0.5
kV increments) dc electric field generator (Fug Electronics,HCL 14, Germany), which enabled resistivity to be
created during the experiments.

Scheme 2. Mechanism of ER behavior.

Results and Discussion
1. Characterizations
Both native starch and modified starch were subjected to the following characterizations before ER
measurements to be carried out; The 13 C-N MR spectra were obtained in D MSO-d6 and CDCl3 at ambient
51

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

temperature using a 400 MHz Bruker DPX Avonce Nuclear Magnetic Resonance Spectrometer atthe Scientific
and Technical Research Council of Turkey (TUBITAK), Ankara Test and Analysis Laboratory (ATAL).
Modified starch showed similar 13 C-N MR spectratothat of the native starch,indicating that modification did not
have an effect on the molecular packing of the double helices in the crystalline regions but a new additional
signal of the carbonyl carbons in ester groups formed by the formulation at 176.15 ppm is clearly visible; some
differences exist also in C6 region.
The samples were scanned by Scanning electron micrographs (SE M) with an extra of ED A X analyzer (
Jeol JSM-6360 LV, Japan ).The study of EDAX analysis revealthat reactions of modification were completed
positively. EDAX analysis evaluated the extent of ionic types (Mi et al. 2003). Spectra (a) is shown energy
profiles coming from starch as oxygen and carbon but spectra (b) shows that one more energy profile became
the Li+.

(a)

(b)
Figure 1. EDAX analysis of energy positions (a) starch (b)modified starch.
Thermal analysis data of particles were obtained using a Setaram 8ET8 V8 Evolution 1760 model
thermogravimetric analyzer(TG A) inthe presence of nitrogen atmosphere up to 600o C, ata heating rate of 10 o C
/ min. The results from TGA are compared for starch and modified starch as a thermogram. Starch has two
decomposition stages with one beginning at 250 o C and another beginning at 450 o C. Thermal result of starch
and modified starch is similar. There aretwo weightlosses for samples consistat 245 o C and 440 o C. The weight
loss is approximately 100% for starch and 85% for modified starch at 600 o C. as a result, modified starch was
appeared about 15% end ofthe analysis( Vijaya et al. 2008).

Figure 2. Thermogravimetriccurve of (a) starch and (b) modified starch.

52

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

2. Electrorheology
2.1.Effect Of Dispersed Particle Concentration
Effect of dispersed particle concentration on viscosity of S and MS suspensions was investigated using
five different concentrations (5%–40% m/m) and results obtained are shown in Figure 3. Suspension
concentration exerts principle effect on the ER activity (Wu &amp; Shen 1996). The viscosities of both S and MS
suspensions were shown increase with rising particle concentration up to c = 30 (%, m/m) and then leveled off.
The maximum electric field induced viscosities (ηE) of Starch and Modified Starch were observed to be 1976
Pas and 3170 Pas,respectively under E = 2 kV/mm and shown a typical strong ER effect.

Figure 3. The change in viscosity with concentration, T = 20o C and E = 2 kV/mm.

2.2. Effect Of Electric Field Strength
Shear stress is one of the critical design parameter in ER phenomenon and has attracted considerable
attention both theoretically and experimentally. Figure 4 also shows the changes in the shear stress (τ) and
viscosity (� of S and MS in Corn Oil suspensions under various electric field values. Increase in electric field
causesincreasein τ and � Thisis due tothe formation of chain-like structure caused by the polarized particlesin
suspensions under E electric field strength ( Choi et al. 1997).

Figure 4. The change of viscosity and shear stress with electric field strength, T = 20o C, c =
30% m/m,�= 0.2 s−1
2.3.

Effect Of Temperature
The temperature dependence of the shear stress is shown in Figure5. The results were investigated at
53

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

temperatures between 25-80°C. It was observed that,for S/Corn Oil system, τ decreased with increasing T and a
shear stress loss of ∆τ = 118 Pa was measured. An interesting curve was obtained for MS/Corn Oil suspension,
showing a decrease in τ up to T = 50 °C, then gave an increase with rising T. This may be attributed to the loss
of moistureinthe MS/Corn Oilsuspension and the increased kinetic energy of Li+ ionsinsertedintothe structure
of starch withthe modification process, which gave risetoincreased mobility and polarizability ofthe suspended
modified starch. Although shear stress changes withincreasing temperature reported inthe literature ( Unal et al.
2006;Liu &amp; Shaw 2001 )

Figure 5. Effect oftemperature on the shear stress for starch and modified starch suspension, c
=30% m/m, � = 0.2 s–1, E = 2.0 kV/mm.
2.4. Effect of frequency
The effect of frequency (f) on the shear modulus (G’) for S and MS suspension is shown Fig.6. Up to f =
50 Hz, viscoelastic properties of both Starch and Modified Starch were not much changed. After f = 50 Hz, a
sharpincrease was observed for each sample as atypical characteristic of a viscoelastic material, which indicates
a vibration damping property. The increase in G’ with increasing external f was also reported in the literature(
Zhao et al. 2008).

Figure 6. The change of Gı with frequency, c= 30% m/m, T=20o C, γ = 10 Pa, E=2kV/mm .
2.5. Sedimentation stability
Sedimentation ratio curves as a function of time for S and M S suspension at 20% concentration at room
temperature are shown in figure 7 that, prepared polymer suspensions exhibited colloidal stability against
sedimentation, which the sedimentation ratio is 58 % end of 30 days. The sedimentation stability of modified
starch suspension is betterthan that of starch. Thisis possibly because starch is easily congregation foritsflakelike structure, greatly modifies its dispersal ability so as to increase its anti-sedimentation ability (Xiang &amp; Zhao
2006).

54

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Figure 7. Sedimentation stability of starch and modified starch depend on time, c = 20% m/m, T= 20o C

Conclusions
In presentstudy we have shown thatthe native starch can successfully be partially modified and converted to ER
active Li salt.
The results showed that, S and MS suspension exhibited ER behavior under electric field strength. The
conductivities of S (10-9 S/m) and MS (10-5 S/m) were in the range of ER active materials. Sedimentation
stabilities of S and MS suspension were found to be 58% and suitable for potential industrial applications.
Optimum particle concentration of the both suspensions was determined to be 30% by mass. The shear stresses
of the both materials were shown a linear increase with increasing E. S and MS suspension showed Newtonian
behavior when E = 0 kV and Bingham behavior when E ≠ 0 kV. The viscosities of S and MS suspension
decreased with increasing shear rate and given a typical of viscoelastic behavior by means of shear thinning.
Electric field induced viscosities of the both materials were observed to increase linearly. Temperature was
observed to be effective on the both materials and caused shear stress losses on S and shear stress increase on
M S, especially at elevated temperatures. Our results revealed that, wet-base ER active S/corn oil suspension
system become dry-base ER active after the modification, and shown 3 times stronger ER strength; which is
extremely important from industrial point of view.

Acknowledgements
We are grateful for financial support by The Scientific and Technical Research Council of Turkey (Project no: 107T628 )

References
Block H. and Kelly J.P. (1988). Electro-rheology. Journal of Physics D: Applied Physics, 21, 1661-1667.
Choi, H. J., M. S. Cho, and M. S. Jhon. (1997). Electrorheological properties of poly(acene quinone) radical suspensions.
Polym. Adv. Tech. 8, 697–700.
F.-L. Mi, H.-W. Sung, C.-C. Su, C.-K. Peng (2003). Synthesis and characterization of biodegradable TPP/genipin cocrosslinked chitosan gel beads. Polymer 44 6521-6530.
Kato Y., Matsuo R., Isogai A. (2003). Oxidation process of water-soluble starch in TEMPO-mediated system. Carbohydrate
Polymers, 5, 1 69–75.
Liu, B.; Shaw, M. T. (2001). Electrorheology of filled silicone elastomers. J. Rheol., 45, 641-657.
Ogungbenle H. N. (2007). Effect of chemical modification in starch of some legume flours. Pakistan Journal of Nutrition, 6
(2), 167-171.
Parthasarathy, M. and Klingenberg, D.J. (1996). Electrorheology : mechanisms and models. Mater. Sci. Eng., R17:57–103.

55

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Tao, R., Zhang, J., Shiroyanagi, Y., Tang, X. and Zhang, X. (2001). Electrorheological Fluidsunder Shear. Int. J. Mod. Phys.
B, 15:918–929.
Unal, H. I.; Agirbas, O.; Yilmaz, H. (2006). Electrorheological properties of poly(Li-2-hydroxyethylmethacrylate)
suspensions Coll. and Surf. A: Physicochem. Eng. Asp., 274, 77-84.
Winslow, W.. M. (1953). Field Controlled Hydraulic Device. U.S., Pat. No: 2661596.
Wu, S. and Shen, J., 1996. Electrorheological properties of chitin suspensions. J.Appl.Polymer Sci., 60:2159-2164.
Xiang, L.; Zhao, X. (2006). Preparation of montmorillonite/titania nanocomposite and enhanced electrorheological activity.
J. Coll. Inter. Sci., 296, 131–140.
Vijaya, Y., Popuri, S.R., Boddu, V.M. and Krishnaiah, A. (2008), Modified chitosan and calcium alginate biopolymer
sorbents for removal of nickel(II) through adsorption. Carbohydrate Polymers, 72 (2), 261-271.
Zhao,Y.; Wang, B.; Ding, C.; Zhao, X. (2008). Nano Titanium Oxide Organosol: Synthesis, Characterization, and
Application for Electrorheological Fluid. J.Appl.Polym.Sci.,110, 3763-3769.

56

�</text>
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Tilki, Tahir
Çabuk, Mehmet
Ulutürk, Mehmet</text>
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                <text>In this study an electrorheological (ER) effect of the suspensions containing both  native starch (S) and modified starch (MS) particles in corn oil under various externally  applied electric field strengths are reported. To prepare an ER active material, biodegradable  starch was partially hydrolyzed and converted to its Li+ salt. Both biopolymers were  characterized by 13C-NMR, Scanning Electron Microscopy (SEM), Energy Dispersive  Spectroscopy (EDS) and Thermogravimetric Analysis (TGA). Suspensions of Starch and  modified Starch particles were prepared in corn oil at concentrations ranging from 5-40% by  mass. Rheological measurements were carried out via a rotational rheometer with a high  voltage generator to investigate the effects of electric field strength and particle concentration  on ER performance. Effects of various parameters such as sedimentation stability, dispersed  particle concentration, electric field strength, shear rate, frequency and temperature onto ER  activity were investigated. Modified starch suspension was accepted as a biodegradable  anhydrous ER fluid.</text>
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                    <text>1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Application of Factor Analysis in the Assessment of Water Quality in
Sakarya River (Turkey)
Suheyla Yerel
Bozuyuk Vocational School
Bilecik University, Bilecik, Turkey
suheyla.yerel@bilecik.edu.tr
Nurgul Ozbay
Engineering Faculty
Bilecik University, Bilecik, Turkey
nurgul.ozbay@bilecik.edu.tr
Huseyin Ankara
Department of Mining Engineering
Eskisehir Osmangazi University
Eskisehir, Turkey
hankara@ogu.edu.tr

Abstract: Factor analysis is applied to the dataset on surface water quality of the Sakarya
River (Turkey), generated one year monitoring at five monitoring stations for eight
parameters. This study presents of factor analysis technique for evaluation of large complex
dataset with a view to get better information about the surface water quality and design the
monitoring stations for effective management of water sources. Three factors were
determined, which were responsible from the 88.886% of total variance of the surface water
quality in the Sakarya River (Turkey). The first factor explained 43.639% of the total variance.
The second factor explained 27.914% and the third factor 17.332% explained of the variance,
respectively. This study showed that, factor analysis help decision makers to judge
effectiveness of surface water quality programs.

1. Introduction
One of the major concerns in hydrological studies understands the factor and process that control and
affect water quality. Water quality “reflects the composition of water as affected by natural processes and by
humans’ cultural activities, expressed in terms of measurable quantities and related to intended water use”
(Novanty and Chesters, 1981). Surface waters contain many chemical species in the dissolved state that play an
important roleinthe survivalaquatic ecosystems (Santos-Roman et al., 2003).
Water quality monitoring has one ofthe highest prioritiesin environmental protection policy (Simeonov
et al., 2002). The main objective isto control and minimize the incidence of pollutant-oriented problems, and to
appropriate qualityto serve various purposes such as drinking water,irrigation water, etc (Boyacioglu, 2006).
The quality of water is identified in terms of its physical, chemical and biological parameters
(Sargaonkar and Deshpande, 2003). The particular problem in the case of water quality monitoring is the
complexity associated with analyzing the large number of measured variables (Saffran, 2001). The data sets
contain rich information about the behavior of the water resources. The classification, modeling and
interpretation of monitoring data are the most important steps in the assessment of water quality (Boyacioglu,
2006).
Inthis study evaluated the water quality parameters using factor analysis. This analysis was applied to a
surface water quality dataset obtain by Sakarya riverin Turkey.

2. Materials and Methods
2.1. Dataset
Surface water quality datasets of five surface water quality observation stations comparing eight
parameters monitoring monthly a years, were obtained from DSI. Observation stations are seen fig. 1.
262

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

The selected surface water quality parameter for the determination of water quality characteristics are;
Total dissolved solids (TDS), Sulphate (SO4), Chloride (Cl), Biochemical oxygen demand (BOD5 ), Nitrate
nitrogen (NO3 -N), Chemical oxygen demand (COD), Dissolved oxygen (DO) and Sodium (Na). The results were
evaluated by using factor analysis.

Figure 1. Sakarya river monitoring stations

2.2. Factor Analysis
Factor analysis is a statistical technique that attempts to extract a lower dimensional linear structure
from the data. The main purpose of factor analysisisto reduce the contribution of less significant variables and
to simplify even more of the data structure. As a result, a small number of factors will usually account for
approximately the same amount of information as the much larger set of original observations (Shrestha and
Kazama, 2007). The factor analysis can be expressed as:

zji = af1f1i + af 2f2i + af 3f3i +... + afmfmi + efi

i = 1, 2,..., p

(1)

where z is the measured variable; a isthe factor loading; f represents the factor score, e is the residual
term accounting for errors or other source of variation;iisthe sample number,and m representsthetotal number
of factors.

3. Results and Discussion
Surface water quality parameters were grouped using factor analysis in this study. The eigenvalues for
different factors, eigenvalues and total variance are given in Tab. 1. The table shows that,the three eigenvalues
were higher than 1. Majority of the total variance of the dataset has been investigated by the firstthree factors
Varimax rotation was then used to obtain readily interpretable factorloadings.

263

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

Parameters
TDS

Factor 1 Factor 2 Factor 3
0.952
-

SO4

0.946

-

-

Cl

0.887

-

-

BOD5

0.857

-

-

NO3-N

-

0.943

-

COD

-

0.777

-

DO

-

-

0.843

Na

-

-

0.708

Eigenvalue

3.491

2.233

1.387

Total variance (%)

43.639

27.914

17.332

Table 1. Rotated factorloadings matrix

The factor analysis generated three significant factors, which explained approximately 88.886% of the
variance in monitoring stations dataset. Parameters were grouped based on the factorloadings and the following
factors were given:
Factor 1: TDS, SO4, Cl and BO D5
Factor 2: NO3-N and COD
Factor 3: DO and Na
The first factor (Factor 1) is explained 43.639% of the total variance. The second factor (Factor 2) is
positively loaded with parameters NO3 -N and COD. This factor accounts for 27.914% of the total variance.
Factor 3 explained 17.332% ofthe total variance and related tothe parameters DO and Na.
The data of the Factor 1 were calculation into mean value to compare the aspects of the variation in
surface water quality data obtained from five different monitoring stations as presented by fig. 2. Among the
mean value, all parameters were found to be high at Station 1 showing high pollution ofthese sites.

Figure 2. TDS, SO4, Cl and BO D5 mean value at monitoring stations

264

�1st International Syposium on Sustainable Development, June 9-10 2009, Sarajevo

4. Conclusion
In this study, factor analysis was applied to surface water quality dataset. The analysis was used to
classify surface water quality parameters. Based on the above results, monitoring stations were explained by the
three factors,itisthe Factor 1 (TDS, SO4, Cl and BOD5 ) that best observed variances in the data. These results
represent that pollution caused differences in terms of water quality in the Station 1 of the river. Finally,it was
determined thatthe factor analysis usefulness forinterpretation of water quality dataset.

5. References
1. Boyacioglu, H. (2006). Surface water quality assessment using factor analysis. Water SA, 32, 389-394.
2. Novanty, V., &amp; Chesters, G. (1981). Handbook of non-point pollution, Sources and Management. Van Nostrand Reinhold
Company, New York.
3. Saffran, K. (2001). Canadian water quality guidelines for the protection of aquatic life, CCME water quality index 1,0
User’s manual, ISBN 1-896997-34-1.
4. Santos-Roman, D.M., Warner, G.S., &amp; Scatena, F. (2003). Multivariate analysis of water quality and physical
characteristics of selected watersheds in Puerto Rico. Journal of the American Water Resources Association, 829-839.
5. Sargaonkar, A., &amp; Deshpande, V. (2003). Development of an overall index of pollution surface water based on a general
classification scheme in Indian context. Environ. Monit. Assess., 89, 43-67.
6. Shrestha, S., &amp; Kazama, F. (2007). Assessment of surface water quality using multivariate statistical techniques. A case
study of Fuji river basin, Japan. Environmental Modelling and Software, 22, 464-475.
7. Simeonov, V., Einax, J.W., Stanimirova, I., &amp; Kraft J. (2002). Environmetric modeling and interpretation of river water
monitoring data. Anal. Bional Chem., 374, 898-905.

265

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Ankara, Huseyin</text>
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                <text>Factor analysis is applied to the dataset on surface water quality of the Sakarya  River (Turkey), generated one year monitoring at five monitoring stations for eight  parameters. This study presents of factor analysis technique for evaluation of large complex  dataset with a view to get better information about the surface water quality and design the  monitoring stations for effective management of water sources. Three factors were  determined, which were responsible from the 88.886% of total variance of the surface water  quality in the Sakarya River (Turkey). The first factor explained 43.639% of the total variance.  The second factor explained 27.914% and the third factor 17.332% explained of the variance,  respectively. This study showed that, factor analysis help decision makers to judge  effectiveness of surface water quality programs.</text>
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                    <text>Significance of Fırtına Stream Basin and Kaçkar Mountains National Park
in Sustainable Tourism
Mehmet ZAMAN
Ataturk University
Department of Geography,
25240 Erzurum / Turkey
mzaman@atauni. edu.tr
Abstract: Fırtına Basin and Kaçkar Mountains National Park are located in the Eastern Black Sea
part of the Eastern Black Sea Region. Administratively, the whole Fırtına Basin, and a great part of
Kaçkar Mountains National Park (83.7 %) area located within Çamlıhemşin, Rize, and the rest of the
area (16.3 %) falls within the boundaries of Yusufeli, Artvin and İspir, Erzurum. Fırtına Basin and
Kaçkar Mountains National Park, a large part of which is in the basin of the related valley, are one of
the most important natural places of Turkey and are known at an international level owing to their
wild life, vegetation richness and geomorphological formations they have. On account of these
characteristics, the related area has been counted in 200 ecological areas that must be preserved by
WWF (World Wild Fund For Nature). In addition, centuries - long high pasture activities in the area
and archaeological works add historical and folkloric value to the basin. Therefore, they remain one
of the important areas in Sustainable Tourism. They have a potential for such natural recreational
activities as mountain tourism, high pasture tourism, thermal tourism, cultural tourism, botanical
tourism, rafting, heliksi, camping, photography, mountain cycling, jeep safari, trekking, fishhook,
paragliding and observation of birds and wild life. Utilization of the related area with respect to
sustainable tourism potential will greatly contribute to the economic devolopment of the region. The
reason is that sustainable tourism remains a kind of tourism which protects local, natural, cultural and
structural sources, devolops life quality of the people around, provides a high – quality service for the
tourists, increases environmental quality of sites and fosters economic devolopment.
Key Words: Kaçkar Mountains National Park, Fırtına Basin, Sustainable Tourism

Introduction
In the context of prospective sustainability, sources continue to be utilized on the one hand while it
becomes necessary to protect the same sources so that future generations may make use of them. The reason for
this is that the process of technological and socio-economic developments and changes in our century will
continue in the same way in the future. Therefore, it has been an obligation to follow a planned method while
making natural and human sources available to use (Atabay, 1998:2). In addition, sustainability is a kind of
behaviour that is constantly renewed. The objective of such behaviour is to protect the sources in terms of
sustainability. This is significant not only with respect to economy but human life.
Accordingly, sustainable tourism can be defined as an activity which adorns natural, cultural and social
sources in the long run and protects them, and which supports economy moderately(Scharpf, 1998:18). Such
terms as Responsible Tourism, Soft Tourism, Eco-Tourism and Alternative Tourism bear similar meanings with
Sustainable Tourism. They are examined within in the scope of Sustainable Tourism.

Geographical Characteristics of the Area
Fırtına Stream Basin is made up of a land (2000-2200 m.) incised deeply with rivers and high
mountainous fields where glaciations/ glaciations is effective. Among forms of glaciations are actual glacial,
glacial lakes, glacial basins, moraine sets and synclinal folds (Erinç, 1949: 243-245; 1971: 258-260). A semioceanic and semi-continental climate is seen in this region. There exists a thick forest thanks to suitable
precipitation and temperature. The forest is visible till 2200 metres and from that metre upward, there are
subalpine and alpine meadows.
The Kaçkar Mountains National Park (Figure 1) remains the fifth with respect to size among the 36
national parks in Turkey with its space of 5150 hectares. It was gained the status of tourism centre in 1991 and of
national park in 1994 with its such characteristics as geological and geomorphological qualities, existence of
traditional transhumance, richness of vegetation and wild life, and natural landscape. Located in the area, Ayder

28

�High Pasture is a place was announced to be the first touristic centre in the Eastern Black Sea Region in 1987
under name of ‘Rize-Çamlıhemşin-Ayder Thermal Spring Touristic Centre’.

Figure 1. Location Map of Fırtına Stream and Kaçkar Mountains National Park.

There are one town (Çamlıhemşin), 27 villages, 41 high-pastures and 18 hamlets in Fırtına Stream Basin.

Facilities of Sustainable Tourism and Their Utilization
Such recreational activities as high-pasture tourism, mountain tourism, thermal tourism, cultural
tourism, rural tourism (agriculture and farm tourism), wild life and bird watching (ornito-tourism), hunting
tourism, botanical tourism, river tourism (sportive hand line fishing, canoe and rafting), congress tourism,
rafting, heliski, camping and caravan tourism, photography (photo safari), mountain cycling, paragliding, horse
riding, film and documentary production, scientific research and training camps(Zaman, 2007, s. – 2008: s.).
High pasture tourism is without doubt one of the mostly-demanded of those mentioned above and has
been the most popular form of alternative tourism. The reason is that high pastures with their natural beauty, cold
and clear waters, fresh air, ethnological, cultural and other attractive characteristics draw attention. The high
pasture in the basin are suitable for such activities as stopover, rest, observation of nature and culture, trips,
photography, observing and participating in traditional high pasture life, tasting local food, and taking place in
cultural activities. With these characteristics, the related area offers sustainable tourism facilities and draws the
attention of both local and foreign tourists (Photo 1). Among the important high pastures with transportation and
accommodation facilities are Ayder, Yukarı Kavron, Elevit, Başyayla, Çiçekliyayla, Tirovit, Palovit, Amlakit,
Apivanak, Pokut and Sal(Zaman, 2007: 200-2008:17-26).

Photograph 1. Such Social and cultural activities as high pasture festivals and bullfights are organized in Fırtına Stream
Basin and Kaçkar Mountains National Park.

Another important kind of alternative tourism is mountain tourism on the mountains with high peaks
located in the south part of the basin. There are such summits as that of Mount Kaçkar (3932 m.) and of Mount
Verçenik. The touristic potential of the park in mountain tourism includes tracking and hiking, peak and glacial
climbing, mountain skiing and alpinism (Photo 2-Somuncu, 1986:1 - 1988: 30-31).

29

�Photograph 2. The potential of the Kaçkar Mountains National Park in mountain tourism includes tracking and hiking, peak
and glacial climbing and heliski.

The mentioned area has rural tourism facilities with its rural life style, traditional village and high
pasture life, scattered settlement, houses built in accordance with wooden civil architecture, customs and
conventions, garden and agriculture activities, and animal husbandry.
In addition, the fact that the thermal springs in Ayder High Pasture, which is the thermal tourism centre,
have positive effects on the treatment of rheumatism, on skin, blood system, respiration, gynaecological system,
neural system and muscles attract many tourists to the area.
Fırtına Basin is also one of the most attractive places in terms of cultural tourism with its historical sites
like Zilkale and Kale-ı Bala as well as stone bridges, its architecture, music, wearing style of people, food
culture, rural residences, high pasture festivals, bullfights and life style (Photo 3).

Photography 3. The castles on the basin (e.g. Zilkale), historical stone bridges, residences and local clothes are among the
elements that contribute to the development of cultural tourism in the area.

30

�Hunting tourism and bird watching are also available in Fırtına Basin (Photo 4). In addition to diversity
of wild life, the large number of bird kinds adds value to the area, which has been announced as one of the 100
significant bird areas of Turkey by The Society for the Protection of Nature and by Bird Life International. 57 of
the bird kinds have been taken under protection in accordance with Bern III Contract.
In addition, capercaillies in the area have given the area the status of being one of the 217 endemism
areas (Kurdoğlu, 2002: 5/Bird Life,1995).

Photography 4. In recent years, bird watching has been carried out in Fırtına Basin and Kaçkar Mountains National Park.

Having a unique botanical diversity, the area holds a number of rare kinds with its 537 woody plants,
Fırtına Basin remains one of the 122 significant plant fields(Yeğen,2007:101-103). All these demonstrate that
the area has a significant potential for the devolopment of botanical tourism.
Since 2003, heliski has been available in the National Park(Photo 5). Tourists, especially from Sweden,
Switzerland, Norway and Finland, join heliski activities which are mostly held on Kaçkar Mountains and such
valleys as Kavran, Ceymakcur and Avacur.

Photograph 5. The tourists landed on the peaks of Kaçkar Mountains join heliksi.

As for river tourism, the area offers such alternatives as canoe and rafting thanks to the length of the
course, flow rate and valley slope(Photo 6).

Photograph 6. Canoe and rafting are carried out in Fırtına Stream especially in the period of transition from spring to
summer.

31

�In recent years, jeep safari and mountain cycling have become popular activities in Fırtına Basin. There
are many routes for these activities. In addition, the area has often been preferred by the campers with its
magnificent views and fresh, clean air.
With its unique natural beauty, the basin provides heavenly facilities for photographers and photo
safari.
As for as their height, slope and wind are concerned, the peaks of Kaçkar Mountains are suitable for
paragliding(Photo 7). Sal, Pokut and Hazindak high pasture are among the appropriate places for this activity.

Photograph 7. Fırtına Basin and Kaçkar Mountains National Park have places suitable for camping and paragliding.

Apart from these, local residences, thermal spring, accomodation sites and cultural structure of Ayder
High Pasture can be arranged so as to host congresses to be held, which will add to sustainable tourism activities
in the area. In addition, there are suitable places for horse riding, orienteering, view watching and picnic.

Conclusion
Fırtına Stream Basin and Kaçkar Mountains National Park offers various alternatives of sustainable
tourism for tourists. It is obvious that present state of the National Park, which has a number of natural, social
and cultural sources, can only be maintained by the protection and sound use of these sources.
To do so;
•
•
•
•
•
•

Economic, ecologicial and social aspects of sources should be assessed together for a sustainable
development.
Plans, projects and investments that may cause pollution and environmental damage should be avoided.
Ecological capacity should be taken into account while development is supported.
Natural, cultural and social diversity should be protected and supported.
Tourists and local people should be informed about possible negative environmental effects.
Sustainability of the above without doubt is closely connected with the continuity of the relationship
between tourism, and natural and social environment in a sound and positive manner.

References
Atabay, S., (1998 ), 21. Yüzyılda Sürdürülebilir Turizm Politikaları. 1. Uluslar arası Turizm Sempozyumu (1617 Aralık 1998), Yıldız Teknik Üniv., İstanbul.
Doğanay, H., (2001), Türkiye Turizm Coğrafyası (3. Baskı). Çizgi Kitabevi Yay. No:33, Üniversite Kitapları: 9,
Çizgi Kitabevi, Konya
Doğu, A.F., Somuncu, M., Çiçek, İ., Tunçel, H., Gürgen, G., (1993), Kaçkar Dağı’nda Buzul Şekilleri, Yaylalar
ve Turizm. Ankara Üniv. Türkiye Coğrafyası Araştırma ve Uygulama Merkezi Derg. 2, Ankara.
Erdoğan, N., (2003), Çevre ve (Eko)turizm. Pozitif Matbaacılık, Ankara.
Erinç, S., (1945), Doğu Karadeniz Dağları’nda Glasyal Morfoloji Araştırmaları. İstanbul Üniv. Edebiyat Fak.
Yay. Coğrafya Enst. Doktora Tezleri Serisi, No: 1, İstanbul.
Kurdoğlu, O., (2002), Fırtına Vadisi’nin Doğal Kaynak Yönetimi Açısından İncelenmesi. KTÜ Fen Bil.
Enstitüsü (Yayımlanmamış Doktora Tezi), Trabzon.
Scharpf, H., (1998), Sürdürülebilirlilik Açısından Bölgesel ve Yerel Yönetimlerin Turizm Politikasındaki
Görevleri. 1. Uluslar arası Turizm Sempozyumu (16-17 Aralık 1998), Yıldız Teknik Üniv., İstanbul.

32

�Yarar, M., Magnın, G., (1997), Türkiye’nin Önemli Kuş Alanları. Doğal Hayatı Koruma Derneği Yay., İstanbul.
Zaman, M., (2007), Doğu Karadeniz Kıyı Dağları’nda Yaylalar ve Yaylacılık. Atatürk Üniv. Yay. No:
960, Fen Edebiyat Fak. Yay No: 105, Araştırma Serisi No: 75, Erzurum.
Zaman, M., (2008), Fırtına Deresi Havzası ve Kaçkar Dağları Milli Parkı’nın Alternatif Turizm Açısından
Önemi. Atatürk Üniv. Sosyal Bil. Enst. Derg.Cilt:12, Sayı:2 , Erzurum.

33

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                <text>Fırtına Basin and Kaçkar Mountains National Park are located in the Eastern Black Sea  part of the Eastern Black Sea Region. Administratively, the whole Fırtına Basin, and a great part of  Kaçkar Mountains National Park (83.7 %) area located within Çamlıhemşin, Rize, and the rest of the  area (16.3 %) falls within the boundaries of Yusufeli, Artvin and İspir, Erzurum. Fırtına Basin and  Kaçkar Mountains National Park, a large part of which is in the basin of the related valley, are one of  the most important natural places of Turkey and are known at an international level owing to their  wild life, vegetation richness and geomorphological formations they have. On account of these  characteristics, the related area has been counted in 200 ecological areas that  must be preserved  by  WWF (World Wild Fund For Nature). In addition, centuries - long high pasture activities in the area  and archaeological works add historical and folkloric value to the basin. Therefore, they remain one  of the important areas in Sustainable Tourism. They have a potential for such natural recreational  activities as mountain tourism, high pasture tourism, thermal tourism, cultural tourism, botanical  tourism, rafting, heliksi, camping, photography, mountain cycling, jeep safari, trekking, fishhook,  paragliding and observation of birds and wild life. Utilization of the related area with respect to  sustainable tourism potential will greatly  contribute to the economic devolopment of the region. The  reason is that sustainable tourism remains a kind of tourism which protects local, natural, cultural and  structural sources, devolops life quality of the people around, provides a high – quality service for the  tourists, increases environmental quality of sites and fosters economic devolopment.  </text>
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                    <text>The Effects of Geographical Information Systems Use on Student
Achievement in Geography Education
Serhat ZAMAN
Atatürk University
Kâzım Karabekir Education Faculty
Department Of Geography Education,
Erzurum-Turkey (serhatz@atauni.edu.tr)
Res.Assist. Ogün COSKUN
Atatürk University
Kâzım Karabekir Education Faculty
Department Of Geography Education, Erzurum-Turkey
Ramazan SEVER
Atatürk University
Kâzım Karabekir Education Faculty
Department Of Primary School Teaching,
Social Science Education, Erzurum-Turkey
Kenan TÜRKEZ
Geography Teacher In High School-Erzurum,
Turkey
Nilgün ZAMAN
Geography Teacher In High School-Erzurum,
Turkey

Abstract: In recent years, there seem rapid changes in education and teaching. In order to provide
effective learning, new methods, techniques and materials are developed and used. Given the new
curriculum of the course of geography (2005) which tries to keep pace with this change, a
constructivist learning and task based approach emphasizing skills, including alternative
measurement and evaluation, strengthening the cooperation with the main and secondary
disciplines and reflecting holistic and thematic views are evidenced. Along with this, computer
assisted geographical information systems (GIS) is one of the most important materials for a
correct, clear and easy transmission of the new geography teaching program. The applied part of
the study was conducted on the students of Hacı Sami Boydak Anatolian High School and
Şükrüpaşa High School in Yakutiye Municipality in Erzurum city. In this study, the subjects of
Climate Types and Vegetation in grades 9 and 10 in Geography classes were determined to teach
via GIS implementation. The study was conducted by means of treatment and control groups.
Achievement test was applied to both groups, the result were analyzed via SPSS statistical
program. During the classes, while GIS was used in treatment group, in control group conventional
methods were applied. The results were evaluated and the effect of GIS technologies on student
achievement was investigated. It was seen that, though, in achievement pretest, the mean of the
correct answers of both groups was seen to be close to each other, in posttest results, the mean of
the answers given by treatment group turned to be higher than the control group’s mean. As for the
findings of the study, it was seen that the achievement level of the students who were taught by
means of GIS activities was higher. In sum, it was found that GIS based activities in Geography
classes significantly increased the achievement level of the students compared to conventional
methods.
Key words: Geography Education, Geographical Information Systems (GIS), Teaching Methods.

227

�Introduction
Rapid increase in the production of information and technology and development of communication in the
world led to the extensive and easier access to sources of information and, in this way, drastically changed the life. It
became the initial problem of the educators to convey this accumulated information in every sphere to individuals
effectively and equally. For the realization of this transmission and retention of learning, everyday, new methods,
techniques are developed and new materials are used in education. With its subject topics, geography is one of the
courses which are appropriate for the use of different instructional materials. Due to this convenience, different
teaching designs and materials are developed in order to increase the effectiveness in the education and instruction of
geography. One of them is the Geographical Information Systems (GIS) which is more extensively used day by day.
In this study, the effects of GIS on the academic achievement of the students in geography education were
investigated by an experimental research. The study consists of two major parts. In the first part, definition of the
GIS, its role in geography education, and the utility of this system in the new changing geography curriculum in
Turkey are questioned; and, in the second part, the results of a study aiming to investigate the effects of GIS on
students’ academic achievement are discussed.

What is GIS (Geographical Information Systems)?
Geographical Information Systems (GIS) is a computer system which was designed to collect every type of
data, together with their coordinates, related to the physical and anthropological characteristics of the Earth in a
database, to make some analyses on them in line with certain purposes, and to illustrate the results in the forms of
maps, tables, and figures (Fitzpatrick,C. &amp; Maguire,D.J. 2000,63–64). In other words, GIS is a computer-based data
processing program designed to analyze and visualize the objects and events on the Earth (Demirci,A.,2008a,11).
The system consists of basically four components. They are computer (hardware), programs used in computer (GIS
software), the data to be analyzed through software, and the user who would organize and direct these three
components (Figure 1).

Figure 1. Components of GIS, Reference: Demirci 2008a: 12.
GIS, due its name, is considered to be a technology developed only for the area of geography. Although it is
partially true, since GIS is a system collecting, storing, processing, and analyzing data, it is in an interaction with
many disciplines. GIS, a system helping the more effective services in various sectors, is a tool used to increase the
quality in decision making and solutions of problems. Due its content and scope, GIS can be used by all of the
disciplines and groups of profession whose domains cover the phenomenons of natural environments, variable of
time, and human beings which somehow represent a part of the Earth (Turoğlu,H. 2000,4). In this sense, GIS can be

228

�defined as a technology with the qualities that would facilitate the lives of people not only from the area of
geography but also from every part of society.

GIS in the Institutions of Education in Turkey
GIS, which used in many official institutions and organizations in Turkey, is utilized mostly by universities
in education. It has just begun to be used in primary and high schools. Since 2000, contents of all courses have been
gradually changed by the Ministry of National Education with a student-centered educational approach. Trying to
keep pace with developed and rapidly changing teaching strategies, Ministry of National Education advises the use
of materials, especially, GIS technologies equipped with computers in classes.
While GIS is used as an instructional material in social sciences, environmentalism, and sciences courses in
the world, in Turkey, it is used only in geography courses. Together with the change in the geography curriculum by
the Ministry of National Education in 2005, GIS began to be used in geography education.
Unfortunately, limitations of GIS use in schools reveal themselves in the curriculum. In the part related to
the application of the program, there is an expression “Depending on the technical equipments and physical facilities
in schools, teachers may develop GIS practices themselves or examine the existing ones” (MEB 2005,11). However,
since most of the schools do not have the equipments and facilities required for the GIS implementations and the
teachers qualified enough to use the data and software, they are not ready to use these systems effectively.

GIS in the New Geography Curriculums
The discipline of geography has vital responsibilities in understanding the relationships between people and
the nature and the relationships among themselves. One of the most important aims of geography education is to help
students learn the abstract and complex geographical issues meaningfully and far away from memorization and to
prepare the conditions required. Therefore, educationalists need the well-selected methods and materials to be able to
teach geography in the most effective ways. GIS implementations, the main concern of this study, can meet these
needs. For this reason, GIS implementations were put great emphasis on in the new geography curriculum prepared
in 2005.
Geography curriculum supports the use of GIS in the teaching of geography topics. In the program, it is clearly stated
in the expression “Depending on the technical equipments and physical facilities in schools, teachers may develop
GIS practices themselves or examine the existing ones” (MEB 2005,11). The suggestions for the use of certain
acquisitions in the program can be regarded as a clear evidence for this support. When globally analyzed, it is easily
seen that most topics (or issues) are convenient to be taught via GIS. However, for the extension of GIS in schools,
geography teachers, at least, should attain GIS equipments and make practices. Otherwise, it is certain that the
extension of GIS in schools will not be possible.
In the geography curriculum in Turkey, there are many activities which are appropriate for the use of GIS. Five of
the topics suggested to be taught by GIS are in the 9th, nine of them in the 10th, two of them in the 11th, and four of
them are in the 12th year program. The number of the targeted acquisitions in these topics is 28 in sum (See Table 1).

229

�Suggested
Number Grade Outcome Numbers
A.9.3
1
9
A.9.4
2
A.9.5-A.9.6
3
C.9.5-C.9.6
4
C.9.7
5
A.10.2-A.10.3
6
10
B.10.2
7
B.10.3
8
B.10.4
9
B.10.5
10
B.10.9-B.10.10
11
C.10.10
12
C.10.11
13
C.10.12
14
B.11.4-B.11.5-B.11.6
15
11
D.11.2
16
C.12.4-C.12.5
17
12
C.12.8-C.12.9
18
D.12.6
19
D.12.8
20

Suggested Topics of Activities
Maps (in the section of definitions)
Coordinate System (in the section of definitions)
Contour Lines
Climate of Turkey
Elements of Climate in Turkey
Thermal Springs
World Population
Population Change
Dynamics of Population
Population Pyramids
Categorization of Economic Activities
Urban Structure of Turkey
Differences in the Distribution of Population in Turkey
Dynamism of Our Population
From Production to Consumption
Span of Spread of Turkish Culture
Trading Structure of Turkey
Scenarios in the Population of Turkey for Future
Locations of Countries
Regionalization of the World

Table 1. The Topics in the New Geography Curriculum Appropriate for the Use of GIS (Demirci 2008a: 70).

Study
The Effects of the Instruction of Vegetation and Types of Climate Topics in the 10th Year Geography Course
through GIS on Achievement Levels of Students (Turkey-Erzurum Sample)
In this section of the study, the findings obtained from the instruction of pre-determined geography topics
(Vegetation and Types of Climate) to students in two different methods were presented. First of them was the
conventional method whereas the second was GIS-supported method.
The universe of the research consists of the high school students studying at schools in the city centre of Erzurum in
2008-2009 education years; and the sample consists of 86 10th year students from Hacı Sami Boydak Anatolian
High School and Şükrüpaşa High School in Yakutiye in Erzurum.

Formation of the Experimental and Control Groups
Tests including the questions related to “Vegetation and Types of Climate” topics were given to all 10th
year students from both of the schools; and, according to the results, two classes (one experimental and one control)
from each school, in sum, four groups, were determined (See Table 2).
Research Group
Hacı Sami Boydak Anatolian High School
Şükrüpaşa High School
10 Science-A
10 Science-B
10 Social-A
10 Social -B
(Experimental)
(Control)
(Control)
(Experimental)
Female
Male
Female
Male
Female
Male
Female
Male
7

13

5

14

10

Table 2. Research Sample.

230

14

7

16

�By this study, it was aimed to investigate the effects of the instruction of “Vegetation and Types of Climate”
topics in the 9th and 10th years using the Geography Information Systems on the academic achievement levels of
students. Using the software of GIS, some practices were made together with the students and they were allowed to
develop their own materials. Later, on the basis of the material developed by the researcher, topics were taught in
connection with the data formed by the students according to the instructions. In this way, it was intended to help
students acquire the skills to use the program and participate in the classes with the materials they developed
themselves.
In this experimental research, the real experimental design, the model with pre-test/post-test and
experimental/control groups, was conducted. In this model, a pre-test and a post-test were given to randomly chosen
experimental and control groups before and after the instruction of “Vegetation and Types of Climate” (See Table 3).
G1

PRE-TEST

X1

POST-TEST

G2

PRE-TEST

X2

POST-TEST

Table 3. Research Model.
G1: Experimental Group, G2: Control Group,
Pre-test and Post-test: Achievement Test,
X1: The group taught through GIS implementations,
X2: The group taught through conventional methods.

Throughout a four-week period, the experimental group students were taught “Vegetation and Types of
Climate” topics enriched with the prepared course plans and activities based on GIS, and the control group was
taught the same topic through the conventional methods in accordance with the targeted outcomes.

Procedure
In the procedure of the research, the steps below were followed;
■ In the research, as the data collection instrument, an achievement test consisting of 20 questions which some
experts were councilled about was used.
■ A course plan was prepared for the activities to be held and the treatment took four weeks.
■ Both experimental and control groups were taught by the same teacher.
■ A computer downloaded ArcWiev 9.2 program and a projector were taken to the classroom in which GIS
implementations would be carried out and a list of instructions was given to each student.
■ GIS implementations were carried out together with the students.
■ In the control group, teacher-centered conventional instructional methods, in which the teacher, all the time, was
active, were used. In addition, maps and atlases were utilized in the classes.
■ During the classes, similar extra activities were carried out in the groups and the students were given some
questions and asked to answer in order to identify whether they had understood the topics or not.

Findings and Interpretations
While the mean of the scores of the experimental group students taught through GIS-based activities from
the test on “Vegetation and Types of Climate” was X =8,20 before the treatment, after the treatment the mean was
found to be X =14,65. On the other hand, whereas the mean of the scores of the students taught through
conventional methods (e.g., question-answer, direct instruction) was X =8,20 before the treatment, it changed to X
=11,39 after the treatment. According to these results, it was determined that although achievement levels of both
groups got higher the increase in the scores of the experimental group students was greater (See Table 4 and Figure
2).

231

�Pre-test
Post-test

Groups

X

S.S.

N

Experimental
Control
Experimental
Control

8,20
8,20
14,65
11,39

2,44
2,62
1,67
2,70

43
43
43
43

Table 4. Means and Standard Deviations for Achievement Test Scores of All Students.
As a result of the treatment, it is seen that students’ behaviors (knowledge) related to “Vegetation and Types
of Climate” changed positively. The differences between the achievement levels of the groups can be associated with
the student-centered GIS practices in the experimental group.

Figure 2. Pre-test and Post-test Scores of Experimental and Control Groups.

Results and Suggestions
Development and use of new technologies in education increase the quality and effectiveness of
instructional services. GIS is one of these new techniques. Furthermore, according to the observations, it was
understood that students are more willing for classes carried out through GIS-based activities.
As understood from the findings from the treatments, students’ achievement levels in geography courses based on
GIS technologies are higher than others.
When geography classes are taught by the conventional methods, learning based on memorization appears
and the topics cannot be remembered in long term. During geography classes, teaching settings which will involve as
many senses as possible should be designed. In addition, in GIS-based classes, education, being far away from
memorization, is realized by the participation of the students on the basis of practices.
Rate of retention in learning through computer is higher. Also, one of the skills acquired by the students
thanks to GIS-based activities, as pointed at in geography curriculum, is the skill to use information and
communication technologies.
More time should be allotted for the GIS use in geography education and, for this purpose; some revisions
should be made in the content of geography courses.
In a study on the utility of GIS technologies in schools (Demirci 2006,5), it was found that none of the teachers could
use the GIS Technologies. To solve this problem, use of GIS Technologies by teachers should be increased and
laboratories of GIS technologies should be designed and developed in the faculties serving to train geography
teachers.

232

�One of the most important problems in geography education is that there are not enough and appropriate
places to preserve the instructional tools and materials. Modern classrooms in which geography instruction can be
realized most effectively and the components of GIS can be placed and used should be formed.
As in developed countries, the utility of GIS technologies should be tested in not only in geography but also
in other, especially, science, courses. The most important components of GIS are data and software. Without them,
implementations of GIS are not possible. These sources should be provided to teachers and students by their
institutions.
References
Aksoy,B.,(2004). Coğrafi Bilgi Sistemleri Uygulamalarının Öğretimi Üzerine Bir Model. Kastamonu Eğitim Dergisi. Cilt 12,
(No:1), pp. 179–190.
Aladağ, E.,(2007). İlköğretim 7. Sınıf Sosyal Bilgiler Dersinde CBS’nin Kullanımının Öğrencilerin Akademik Başarı ve Derse
Karşı Motivasyonlarına Etkisi. Gazi Üniversitesi Eğitim Bilimleri Enstitüsü Basılmamış Doktora Tezi. Ankara.
Demiralp,N.,(2007). Coğrafya Eğitiminde Materyaller ve 2005 Coğrafya Dersi Öğretim Programı. Kastamonu Eğitim Dergisi.
Cilt 5–6, (No:1), pp. 373–384.
Demirci,A.,(2006). CBS’nin Türkiye’deki Yeni Coğrafya Dersi Öğretim Programına Göre Coğrafya Derslerinde
Uygulanabilirliği. 4. CBS Bilişim Günleri Bildiriler Kitabı. Fatih Üniversitesi Yay., İstanbul.
Demirci,A.,(2008a). Öğretmenler İçin CBS: Coğrafi Bilgi Sistemleri. Fatih Üniversitesi, Coğrafya Bölümü, Yay. No. 41, İstanbul.
Demirci,A.,(2008b). Türkiye’deki Yeni Coğrafya Öğretim Programının Öğretmenlerin Bakış Açısından Değerlendirilmesi. Milli
Eğitim Dergisi (Sayı-178), pp. 105–178.
Doğanay,H,(2002). Coğrafya Öğretim Yöntemleri. Aktif Yayınları, 5. Baskı, Erzurum.
Doğanay,H.,Zaman,S.,(2002). Orta Öğretim Coğrafya Eğitiminde Hedefler-Stratejiler ve Amaçlar. Doğu Coğrafya Dergisi (Sayı:
8), pp. 7-26.
Fitzpatrick,C.,Maguire,D.J.,(2000). GIS In Schools: Infrastructure, Methodology And Role In: Gıs: A Sourcebook For Schools.
Edited by David R. Green, Taylor&amp;Francis.
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M.E.B.,(2005). Talim Terbiye Kurulu Başkanlığı. Coğrafya Dersi Öğretim Programı ve Kılavuzu (9-12. Sınıflar), MEB Yayınları,
Ankara.
Nalçacı,A.,(2006). İlköğretim 6. ve 7. Sınıf Sosyal Bilgiler Programındaki Coğrafya Konularının Öğretmen ve Öğrenci
Görüşlerine Göre Değerlendirilmesi. Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Basılmamış Doktora Tezi, Erzurum.
Taş,H.İ.,(2005). Cumhuriyetin Kuruluşundan Günümüze İlköğretim II. Kademe ve Liselerde Coğrafya Dersi ve Müfredatının
Değişimi. Doğu Coğrafya Dergisi (Sayı: 14), 2005, pp. 311–330.
Türkez,K.,(2009). 10. Sınıf Coğrafya Dersinde Yer Alan İklim Tipleri ve Bitki Örtüsü Konularının CBS İle Öğretilmesinin
Öğrenci Başarısına Etkileri (Erzurum Örneği). Atatürk Üniversitesi Sosyal Bilimler Enstitüsü, Yayımlanmamış Yüksek Lisans
Tezi, Erzurum.
Yomralıoğlu,T.,(2002). Coğrafi Bilgi Sistemleri Temel Kavramlar ve Uygulamalar. İber Ofset, Trabzon.
Zaman,S.,Coşkun,O.,(2006). Erzurum’da Görev Yapan Coğrafya Öğretmenlerinin Sınıf İçi Performanslarını Etkileyen Faktörler
Üzerine Bir Değerlendirme. Kâzım Karabekir Eğitim Fakültesi Dergisi (Sayı: 14), pp. 373–391.

233

�</text>
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COSKUN, Ogün
SEVER, Ramazan
TÜRKEZ, Kenan
ZAMAN, Nilgün</text>
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                <text>In recent years, there seem rapid changes in education and teaching. In order to provide  effective learning, new methods, techniques and materials are developed and used. Given the new  curriculum of the course of geography (2005) which tries to keep pace with this change, a  constructivist learning and task based approach emphasizing skills, including alternative  measurement and evaluation, strengthening the cooperation with the main and secondary  disciplines and reflecting holistic and thematic views are evidenced. Along with this, computer  assisted geographical information systems (GIS) is one of the most important materials for a  correct, clear and easy transmission of the new geography teaching program. The applied part of  the study was conducted on the students of Hacı Sami Boydak Anatolian High School and  Şükrüpaşa High School in Yakutiye Municipality in Erzurum city. In this study, the subjects of  Climate Types and Vegetation in grades 9 and 10 in Geography classes were determined to teach  via GIS implementation. The study was conducted by means of treatment and control groups.  Achievement test was applied to both groups, the result were analyzed via SPSS statistical  program. During the classes, while GIS was used in treatment group, in control group conventional  methods were applied. The results were evaluated and the effect of GIS technologies on student  achievement was investigated. It was seen that, though, in achievement pretest, the mean of the  correct answers of both groups was seen to be close to each other, in posttest results, the mean of  the answers given by treatment group turned to be higher than the control group’s mean. As for the  findings of the study, it was seen that the achievement level of the students who were taught by  means of GIS activities was higher. In sum, it was found that GIS based activities in Geography  classes significantly increased the achievement level of the students compared to conventional  methods.</text>
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                    <text>1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Analysing Business Competition by Using AHP Weighted TOPSIS
Method: An Example of Turkish Domestic Aviation Industry
Halil ZAĐM
Faculty of Economics and Administrative Sciences, Fatih University, Istanbul,
halilzaim@fatih.edu.tr
Mehmet ŞANAL
Faculty of Economics and Administrative Sciences, Fatih University, Istanbul,
msanal@fatih.edu.tr
Nuri Gökhan TORLAK
Faculty of Economics and Administrative Sciences, Fatih University, Istanbul,
gtorlak@fatih.edu.tr
Selim ZAĐM
Faculty of Economics and Administrative Sciences, Fatih University, Istanbul,
szaim@fatih.edu.tr

Abstract: The article uses AHP weighted TOPSIS multi-methodological approach in the
Turkish domestic aviation industry. It starts by describing exceedingly complex nature of
competition in the sector. Then, it deals with the constituent parts of the research
methodology and the eclectic approach itself. The implementation of AHP weighted
TOPSIS method reveals the ranking of major air carriers in light of key success variables
in the sector.

Keywords: strategy, AHP weighted TOPSIS, multi-methodology, TOPSIS.

1. Introduction
The purpose of this article is to apply AHP weighted TOPSIS approach to the Turkish domestic
aviation sector in order to rank air carriers according to their relative closeness coefficient on the basis of
criteria that are most critical to success and prosperity in the industry. This analysis provides useful information
for airline companies about evaluating their objectives and strategies. To reach this end, in the first section the
article initially describes the nature of rising competition in the Turkish domestic aviation industry that became
a menace to the survival of firms during the period 2003-2007 as well as provides brief information about the
chief characteristics of major domestic air carriers in the sector. The next section, called background
information about research methodology, explains AHP weighted TOPSIS method, namely analytic hierarchy
process (AHP) method, and the traditional TOPSIS method, and then proposed AHP weighted TOPSIS method.
We assume that this multi-methodological AHP weighted TOPSIS approach with its wide-ranging applications
meet the requirements of survival volatile environments like aviation industry Then the following section,
called the application of the AHP weighted TOPSIS method, undertakes a real industry case from a comparative
perspective that provides full and invaluable data for airline companies in the sector so that they should review
their goals, strategies, plans, and programmes. Conclusion is provided in the final section.

2. The Nature of Turkish Domestic Aviation Industry
Although the Turkish aviation sector has been negatively affected by the political and financial crises,
it has continued its progress in the long term with the growth of economy, liberalisation, globalisation,
developing international trade, lowering prices, and expanding service net. This sector’s climax was the terrorist
attack in 9/11 2001 in the U.S. The aviation sector was globally harmed due to this attack that gave rise to the
bankruptcy of some prominent airline companies. While the aviation sector was trying to recover itself, it was
damaged again by Gulf War and SARS illness in the Far East Asia in 2003. But, Iraqi War was shorter than
expected and SARS was taken under control, so aviation sector got into growing trend in 2004.
The high performance of the Turkish economy in recent years, the rising numbers of tourists coming to
Turkey, the lower prices of the private airline companies after the tax cut on flight prices in 2004 accelerated the

207

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Turkish aviation transportation to the sector. Though the domestic passenger number was 8, 7 million in 2002, it
rose to nearly 20 million in 2005. This number was 38 percent more than the number in 2004.
By 2006, the Turkish aviation sector had 204 passenger planes, 24 cargo planes and capacity of 38
thousand passengers. Although the Turkish Airlines had domestic flights from two airports to 25 scheduled
domestic points in 2003, the flights today are from seven airports by five airline companies to 38 points. If we
bear in mind the Turkey’s advantageous geographical condition, interregional trade development, and the
improvement efforts in tourism, the Turkish aviation sector which has a current growing trend is expected to
continue its expansion process.
Turkey due to its geographical location acts like a point of passing between Europe, Middle East, and
Asia. Improvements in recent years as well as Turkey’s liberal policies and bilateral agreements have turned
this hectic geographical area to a special centre for passenger and cargo transportation.
However there are still 70 idle airports nationwide that can be opened to air traffic in Turkey. In
particular, in the East part of Turkey the number of unused airports is high due to the topographic structure of
this region. In a short time, the increasing need for air transportation would bring these airports in use and
provide important benefits for Turkey.
In terms of competition in the Turkish Domestic Air Transportation after the privatisation of Turkish
Airlines in 2003 the number of passengers in Domestic Air Transportation was noticeably increased. This led to
new air carriers enter the aviation sector and the competition became severe. The slogan of “Every Turk will try
plane at least once” became popular in the Domestic Air Transportation. In relation with the incentive policy to
make the domestic flights attractive and to bring activity to regional airports there has been a reduction in
DHMI (Government Airport Service) tariffs, and a cut in private communication tax. Furthermore, the Ministry
of Transport abolished the education contribution pay in 2003 and gave authorisation of domestic flights to the
private airline companies. With this practice a couple of new carriers such as Fly Air, Onur Air, Pegasus
Airlines, and Atlas Jet entered the market. As a consequence, a sudden change and a cutthroat competition
developed in the sector. This increased the number of domestic passengers (Table 1). Private firms increased
domestic flights by taking their licenses. Onur Air, Pegasus Airlines, and Atlas Jet became initial firms that took
their licenses.
Rank
1
2
3
4

Table 1: Number of Domestic Passenger Carried in 2006
Companies
Number of Passenger
Turkish Airlines
8.857.000
Onur Air
4.400.267
Atlas Jet
2.982.712
Pegasus
1.818.989

3. Background Information about Research Methodology
This section briefly describes the analytic hierarchy process (AHP) technique, and the TOPSIS
method, and proposed AHP weighted TOPSIS method.
3.1. The Analytic Hierarchy Process (AHP) Methodology
The analytic hierarchy process (AHP) methodology, which was developed by Saaty (1980), is a
powerful tool in solving complex decision problems. The AHP helps the analysts to organize the critical aspects
of a problem into a hierarchical structure similar to a family tree. By reducing complex decisions to a series of
simple comparisons and rankings, then synthesizing the results, the AHP not only helps the analysts to arrive at
the best decision, but also provides a clear rationale for the choices made (Chin et al., 1999). In AHP approach,
the decision-maker is required to provide his preferences by pairwise comparisons, with respect to the weights
and scores (Chu and Lin, 2003).
3.2. The TOPSIS Method
TOPSIS method is a technique for order preference by similarity to ideal solution (Hwang and Yoon,
1981). The ideal solution (also called positive ideal solution) is a solution that maximizes the benefit
criteria/attributes and minimizes the cost criteria/attributes, whereas the negative ideal solution (also called antiideal solution) maximizes the cost criteria/attributes and minimizes the benefit criteria/attributes. The so-called
benefit criteria/attributes are those for maximization, while the cost criteria/attributes are those for minimization
(Bellman and Zadeh, 1970). The best alternative is the one, which is closest to the ideal solution and farthest
from the negative ideal solution.

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�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

3.3. The Proposed AHP Weighted TOPSIS Method
The basic steps of proposed AHP weighted TOPSIS method can be described as follows:
Step 1. In the first step, a panel of decision makers (DMs) who are knowledgeable about airline selection and
evaluation process is established. In a group that has K decision-makers (i.e. D1, D2, ..., Dk) are responsible for
developing the hierarchical structure of the airline evaluation and selection. Then, using AHP technique, the
normalized weights for each evaluation and selection criterion are determined.
Step 2. In the second step, DMs evaluate the performance of each airline company with respect to each criterion
to obtain a decision matrix.

 x11
x
X =  21
 ...

 xm1

x12
x22
...
xm 2

... x1n 
... x2 n 
... ... 

... xmn 

Step 3. After forming the decision matrix, normalized decision matrix is obtained as:

 r11 r12
r
r
R =  21 22
 ... ...

rm1 rm 2

... r1n 
... r2 n 
... ... 

... rmn 

Step 4. The weighted normalized decision matrix is computed by multiplying the importance weight of
evaluation criteria and the values in the normalized decision matrix.
Step 5. Then positive and negative ideal solutions are determined.
Step 6. Then the distance of each alternative from positive and negative ideal solutions are calculated.
Step 7. Then the closeness coefficient CC is determined.

4. The Application of AHP Weighted TOPSIS Method
The application of the proposed algorithm is explained in the following steps.
Step 1. In the first stage, a panel of ten DMs from various departments including purchasing, quality, and
production and planning who are involved in Strategy process was formed. Based on semi-structured interviews
with DMs, a list of nine Strategy Process criteria was generated. These criteria are related to various aspect of
strategy ranging from Advertising Product Quality, Price Competitiveness, Customer Loyalty, Market Share,
Customer Service, E-commerce, Management Experience, and Branding. The DMs were then asked to specify
the relative importance of airline selection criteria using pairwise comparison scale. Then normalized weights
for each criterion were obtained. These values are shown in Table 2.
Table 2: Normalized Weights for each Evaluation Criteria
standart
Advertising
0.0417
Product Quality
0.2584
Price Competitiveness
0.1499
Customer Loyalty
0.1555
Market Share
0.0551
Customer Service
0.1396
E-commerce
0.0249
Management Experience
0.0981
Branding
0.0767
Total
1.0000

209

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Step 2: In this step, we measure the performance of firms with respect to each strategy criterion. Table 3 shows
the decision matrix of selection criteria.
Table 3: Decision Matrix
Advertising

Product
Quality

Price
Competitiveness

Customer
Loyalty

Market
Share

Customer
Service

Ecommerce

Management
Experience

Branding

THY

5

5

3

4

5

5

5

5

5

Onur Air

2

2

4

2

3

1

3

2

1

Pegasus

3

3

5

3

4

3

4

4

3

Atlasjet

3

3

4

2

3

2

3

2

1

Step 3: In this stage, normalized decision matrix is obtained depending on whether the objective of selection
criterion is that of minimization or maximization. Table 4 shows the normalized decision matrix.
Table 4: Normalized Decision Matrix

Turkish Airlines
Onur Air
Pegasus
Atlasjet

max

max

max

max

max

max

max

max

max

Advertising

Product
Quality

Price
Competitiveness

Customer
Loyalty

Market
Share

Customer
Service

Ecommerce

Management
Experience

Branding

0.7293
0.2917
0.4376
0.4376

0.7293
0.2917
0.4376
0.4376

0.3693
0.4924
0.6155
0.4924

0.6963
0.3482
0.5222
0.3482

0.6509
0.3906
0.5208
0.3906

0.8006
0.1601
0.4804
0.3203

0.6509
0.3906
0.5208
0.3906

0.7143
0.2857
0.5714
0.2857

0.8333
0.1667
0.5000
0.1667

Step 4: Then weighted normalized decision matrix is calculated. The weighted normalized decision matrix for
each selection criterion is shown in Table 5.
Table 5: Weighted Normalized Decision Matrix

THY
Onur Air
Pegasus
Atlasjet

Advertising

Product
Quality

Price
Competitiveness

Customer
Loyalty

Market
Share

Customer
Service

Ecommerce

Management
Experience

Branding

0.0304
0.0122
0.0183
0.0183

0.1885
0.0754
0.1131
0.1131

0.0554
0.0738
0.0923
0.0738

0.1083
0.0541
0.0812
0.0541

0.0359
0.0215
0.0287
0.0215

0.1117
0.0223
0.0670
0.0447

0.0162
0.0097
0.0130
0.0097

0.0701
0.0280
0.0561
0.0280

0.0639
0.0128
0.0384
0.0128

Step 5 and Step 6: The positive and negative ideal solutions are determined. Table 6 and 7 show the ideal
solutions.
Table 6: Positive Ideal Solution and its Distance for Each Alternative

THY
Onur Air
Pegasus
Atlasjet

Advertising

Product
Quality

Price
Competitiveness

Customer
Loyalty

Market
Share

Customer
Service

Ecommerce

Management
Experience

Branding

0.0000
-0.0183
-0.0122
-0.0122

0.0000
-0.1131
-0.0754
-0.0754

-0.0369
-0.0185
0.0000
-0.0185

0.0000
-0.0541
-0.0271
-0.0541

0.0000
-0.0144
-0.0072
-0.0144

0.0000
-0.0894
-0.0447
-0.0670

0.0000
-0.0065
-0.0032
-0.0065

0.0000
-0.0421
-0.0140
-0.0421

0.0000
-0.0511
-0.0256
-0.0511

Step 7: The closeness coefficient CC is determined. As initial average weights were used in the TOPSIS
calculations, the values of CC in Table 8 are considered as crisp TOPSIS results.
Table 7: Negative Ideal Solution and its Distance for Each Alternative

THY
Onur Air
Pegasus
Atlasjet

210

Advertising

Product
Quality

Price
Competitiveness

Customer
Loyalty

Market
Share

Customer
Service

Ecommerce

Management
Experience

Branding

0.0183
0.0000
0.0061
0.0061

0.1131
0.0000
0.0377
0.0377

0.0000
0.0185
0.0369
0.0185

0.0541
0.0000
0.0271
0.0000

0.0144
0.0000
0.0072
0.0000

0.0894
0.0000
0.0447
0.0223

0.0065
0.0000
0.0032
0.0000

0.0421
0.0000
0.0280
0.0000

0.0511
0.0000
0.0256
0.0000

�1. International Symposium on Sustainable Development, June 9-10 2009, Sarajevo

Table 8: Computations of AHP Weighted TOPSIS Method (CC)

Firm

CC

THY
Onur Air
Pegasus
Atlasjet

0.8211
0.0977
0.4631
0.2620

5. Conclusion
In this study, the AHP weighted TOPSIS methodology has been employed as an alternative to the conventional
TOPSIS approach. When AHP weighted TOPSIS approach has been implemented, the Turkish Airlines has
been identified as the most suitable company, Pegasus the runner-up, Atlasjet the third, and Onur Air the fourth
(Table 8). This research finding indicated that the Turkish Airlines preserved its dominant role even after its
privatization and new entrants in the domestic airline industry. It is worthy of noting that Pegasus though newly
founded air carrier could intensify the competition in the sector and become a serious rival for the Turkish
Airlines in the coming years.

References
Bellman, B.E., Zadeh, L.A. (1970). Decision-making in a fuzzy environment. Management Science 17 (4), 141–164.
Chin, K. S., Chiu, S. , Tummala, V. M. R. (1999). An evaluation of success factors using the AHP to implement ISO
14001- based ESM, International Journal of Quality &amp; Reliability Management, 16, 4, pp. 341-361.
Chu, T. C., &amp; Lin, Y. C. (2003). A fuzzy TOPSIS method for robot selection. The International Journal of Advanced
Manufacturing Technology, 21, 284–290.
Hwang, C.L. and Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Berlin: Springer
Saaty, T.L. (1980). The Analytical Hierarchy Process. Mc. Graw-Hill, New York, NY.

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TORLAK, Nuri Gökhan
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