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                <text>In this study, we present a comparison of machine learning technics using antepartum  cardiotocographs performed by SisPorto 2.0 in predicting newborn outcome. CTG is widely  used in pregnancy as a technique of measuring fetal well-being, mainly in pregnancies with  increased risk of complications. It is a non-invasive way for checking the fetal conditions in  the antepartum period. CTG is a continuous electronic record of the baby’s heart rate  acquired via an ultrasound transducer placed on the mother’s abdomen. The information efficiently took out from these recordings can be used to envisage pathological state of the  fetus and makes an early intervention possible before there is a permanent damage to the  fetus. Using features extracted from the FHR and UC signals, the techniques ANN and  Simple Logistic was trained to predict the normal and the pathological state. The dataset  which consist of 1831 instances with 21 attributes was tested by using the methods which is  mentioned above. The CTG recordings were also categorized 1655 of them as normal and  176 of them as pathological by three expert obstetricians’ consensus. They were showed that  ANN and Simple Logistic based methods were able to classify the data as normal and  pathological with 98.5% and 98.7% accuracy, respectively.  Keywords: Cardiotocogram, CTG, SisPorto, Artificial Neural Network (ANN), Simple  Logistic, feotus</text>
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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Bantilan, M.C.S, Bantilan F. T. and de Castro M. M., (1992). “Fuzzy Subset Theory in the
Measurement of Poverty”, Journal of Philippine Development, Num: 34, Vol. XIX, pp 97127.
Cerioli A., Zani S. (1990). “A Fuzzy Approach to the Measurement of Poverty”, Income and
Wealth Distribution, Inequality and Poverty, in Dangum, C. and Zenga, M. (eds).
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NATSEM, University of Canberra.
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World Bank, “Development Reports”, Attacking poverty, World Bank 2000/2001
Washington, D.C.
Zadeh A, Fuzzy sets, Information and Control 8 (1965) 338-353

The Importance Of Erp (Enterprise Resource Planning) Software And Choosing
Criterias For Business
Hakan Çetin1 ,Hakan Akar2
1Akdeniz Universiy, Faculty of Education
Department of ComputerEducationandInstructionalTechnology
2Akdeniz University, Department of Informatics
E-mails: hakanc@akdeniz.edu.tr, hakanakar@akdeniz.edu.tr
Abstract
With the increase of competition and being used information technologies by
business’ effectively, the software that organize flow of information and develop the
interdivisional integration have increased. While this study is emphasizing the importance of
ERP (Enterprise Resource Planning) software for business, reveals choosing criteria. In this
study, firstly, for business ERP system’s basic features, modules and profits are discussed. In
next parts, key considerations when choosing ERP software are emphasized and lastly
discussed how to ERP system put out an approach for business. In consequence of the
discussion, it is seen that Enterprise Resource Planning software for companies' internal
control activities and interdepartmental integration is successful and necessary.
Keywords: ERP, Information Technologies, Planning
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

1.INTRODUCTION
The advances in informatics technologies have diminished the world, thus the trade
activities merchandised interstate conveniently can be merchandised all around the world.
These advances have changed business’ commerce routines and approaches. The increasing
competition has led firms seek reliable solutions and ERP software administering the process
which passes from provision to manufacturing via management information systems are
developed [Klaus et al., 2000].
In this process brought up by competition, business should use their sources
effectively and efficiently to be afloat, to stand out among its rivals and come into
prominence (Çelik, 2011). Effective and efficient use of sources depends on administering
the process good and taking right strategic decisions. In this point, informatics technologies
create solutions to business and some data that help the administrators take right decisions.
Being business big or small, producing service or goods are not obstacle to
their information technologies usage. In the future, when information technologies are
inadequate, business will develop new concepts and technologies and they will have to share
their concepts and technologies with other business (İlter, 2007:1-20). The reason for this, in
process of produces more and more innovations and strategic specialities will be required and
these innovation and specialities will be presented to business usages.
Nowadays, it is seen that business that have classic business administering
insight have been disappeared and they leave their places new business that use information
technologies and systems the most efficiently (İlter, 2007:1-20). This study presents some
information which show the importance,usage areas, advantages and disadvantages of ERP
software.
2.WHAT IS ENTERPRISING RESOURCE PLANNING?
Information technologies affect business directly in some areas like electronic
trade, ERP and information administering (Arıkboğa, Kaya, 2000:127). Enterprise resource
planning systems with opportunities in the competitive environment, business will become
more advantageous. Being Material requirement planning (MRP) and Manufacturing
resource planning (MRPII) systems’ developed versions, ERP system is a planning and
communicating system containing all functions of business (Kumar, 2002: 511).
Nowadays, the systems called as ERPII help to manage modules such as
purchase, accounting and finance, quality control, stock management, production planning,
logistic, human resources, customer care (CRM), marketing and provision management from
central location (Aydoğan, 2008: 2). In brief, ERP can be introduced as a software package
that integrates all ongoing flow of information in a company (Çelik, 2011).
ERP softwares are package programs prepared with modular logic. There are a
lot of ERP software on the marketing and nearly all of their basic modules are the same.
Looking at the overall ERP software modules, it is seen that this modules are gathered under
the titles of purchase method, sale and customer care, product design, materials management,
production management, accounting and finance, human resources and the basic application
modules (Aydoğan, 2008: 113).

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Businesses that want to use ERP software, process mapping needs to be
acquainted with how things are primarily. ERP software will be removed this way, a road
map to follow. Process mapping is located in two different options. The first option is the
mapping of the current situation and second option is to use best solution. In ERP software
built on mapping the current situation there are built-in performance and software flexibility,
the likelihood of various problems (Kul, 2009: 211-212).
3.THE DEVELOPMENT PROCESS OF ERP SYSTEMS
In increasing competitive environment business to make themselves
advantageously benefit from the opportunities offered by information technologies. In 1960’s
business used inventory management that makes manually and control system. In 1970’s
MRP systems that assumed as the beginning of ERP systems are developed. The MRP
systems were rendered computer aided by Joseph Orlicky and this system provided the
necessary support for the determination of the amount of material (TMMOB, 2006).
In 1980’s the subject of MRP attracted attentions of software companies and
package programmes were started to develop. In the same years with increasing competition
in business products and production control began to be insufficient. MRPIIs were developed
via incorporated rising values such as logistics, finance, sales and accounting planning in the
system (TMMOB, 2006).
In 1990’sincreasing information traffic in business featured units’
coordination. Besides, with the distribution resources planning and addition integrated
manufacturing to computers, new softwares were needed. The softwares in that all units are
integrated with each other and datas collected in single center in business were developed. To
this developed package programmes were named Enterprise Resource Planning (ERP).
In 2000’s new approaches such as Customer Relationship Management
(CRM) and Supply Chain Management (SCM) emerged by this way there were needs for
non-business information systems. With the inclusion of this approaches to the system by
software companies, the ERP system turned to the ERPII (Bircan, 2009).
At the present time, with the acceleration of internet and business’ moving to
this environment, some functions such as B2B, B2C, intranet, PAM, LMS, job flow
management, Project management are needed. With the combinations of these functions,
enterprise information systems began to be called as e- Businnes.
4.STRUCTURAL FEATURES OF ERP SYSTEM
ERP software can be produced according to the desired sector or needs. no
matter which the industry or field of activity are produced, these softwares’ features are the
same basically. Enterprise Resource Planning systems generally have common features
(Aydoğan, 2008; BayraktarveEfe, 2006):




125

ERP software have a modular structure.
ERP software can be customized to meet the needs of companies and developed.
ERP software has hardwired management system that holds both the master data and
data for business process.
With its single interface and integrated structure, ERP software provides flow of
information to all departments within the business.

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo





To manage data accurately and consistently, real time data entry is needed.
By providing data to be transferred electronically via the Internet and intranets, ERP
software is compatible with today’s information technology.
Because it supports many corporate functions, it has a highly functional structure.

ERP software has a modular structure. These functional modules which are
contained in the modular structure can be expressed as principal components such as
Strategic Planning and Management, Accounting Management, Financial Management,
Production Management, Logistics, Product Development and R &amp; D Management, Sales
and Marketing Management, Human Resource Management, Supply Chain Management, EBusiness Applications, Customer Relationship Management.

5. ERP’S BENEFITS AND SELECTION CRITERIA
ERP system uses a wide variety of software and hardware components. For
ERP software is high cost investment, selection of software is very important to meet the
needs of business. Before choosing the software, firstly business should decide if they will
use ERP system or not. Situations where it is needed ERP software can be expressed as
follows.










If your business suffer from unknown costs,
If problems of only specific persons resolve,
If your actual financial performance is unknown,
If follow up and planning take a lot of time,
If processing errors are increasing,
If the information requested cannot be accessed easily, takes a week to prepare some
reports,
If there are several contradictions in the reports prepared.
If your business suffer from customer loss and customer complaints are increasing,
If existing software restrict the company’s growth,(Onar, 2008).

To be successful the ERP that will be installed in business, it is needed to
choose the software which creates the most appropriate solutions for the organization
structure, technological systems, corporate objectives and strategies to the business. The
process is so important that during the software decision even a small mistake made can
cause of big amount of financial loss. (http://www.sumo.com.tr/erpsecimkriter.html).
Therefore, when choosing an ERP, businesses can follow to this 4-stage:





Identification
Research
Recognition
Analysis and selection of applications.

In identification phase, business should identify its priorities and processes
properly. Secondly, the solutions that matches described system should be investigated.
Candidates’ solution offers appeared in a list that will be obtained from the trail should be
analyzed,demos of software should be looked at, references should be reviewed and
consequently a score should be given to each studied software according to its suitability for
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the process and goals. In the selection process, if an analytical method is used, some criterias
should be based on and the selection should be evaluated according to this criterias. Finally,
before the analysis and selection process, the selection criterias should be determined. There
are 15 criteria most commonly used around the world on this issue. Thesecriterias may be
reduced to 5:






Functionality
Technology and Expertise (Know-How)
Flexibility and Scalability of Application
Cost and Ease of Use
Implementation and Ease of Use

According to known criterias, during the selection of ERP, the method called
as Analytic Hierarchy Process (AHP) is used. In analytic hierarchy process firstly the
selection criterias are ordered among each other, and secondly candidate software are ordered
among each other. According to this order, the decision makers decide the ERP system that
provides optimum benefit (Baltalar, 2008).
ERP systems selected for the purpose of business will provide these contributions in general:
(TMMOB, 2006; Kul, 2009; Aydoğan, 2008)















It speeds up the flow of information via provide the achievement of the desired format
and detailed.
Provides inventory optimization.
Provides an excellent decision support system that increases the competitiveness.
It helps managers make better and faster decisions.
Provides in-house performance monitoring and analysis.
Provides the tools which are needed to sales forecasting, sales channels and dealer
management, market and customer assessment.
Provides increase in manufacturing performance and speed of manufacturing process.
Provides improvement in preparation of orders and financial information.
Provides efficient use of resources, and decrease operating costs by providing
management.
Thanks to flexible structures, provides an easy and rapid adaptation according to the
market conditions and changes in the needs of business processes.
Provides development of a common in-house language and increased coordination
between units.
In order to meet customer needs more quickly, giving the necessary support for the
management of customer relationships, provides increase in customer satisfaction.
Provide the right investment decisions and improve business processes.
Allows customers and suppliers in different regions to share data faster and to
integrate information easily.

6. CRITICISM ABOUT ERP
Even though some positive opinions are indicated, in literature and practice
there are some negative opinions about ERP systems. Actually they are not negative opinions
but they are criticisms. The first one of the criticism aimed at business owners and
administrators. Business owners or managers concerned with the overall costs of purchasing
the software they need, other elements do not receive much more attention (Gör, ve
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Güneri,2008). This approach leads to a higher risk to face with. Here are the criticisms made
about ERP (Çelik, 2011).









ERP systems cost high expenditure.
ERP system’s setup takes long time.
These systems have difficulty in adapting to existing and complex softwares.
ERP systems are interested in very large-sized companies.
Implementation of ERP systems are very expensive and require significant
modifications.
The company needs restructuring process in order to use modification system.
ERP systems increases the number of information technology and personnel costs.
Even if ERP systems are installed, additional systems are needed for proper operation.

These criticisms are important for the development of the system. Definitely
there are some deficiencies in all systems. The important thing is to complete the missing
parts.
7. DISCUSSION AND CONCLUSION
Development of technology and changing competitive conditions are
promoted many middle-and upper- level business to find different solutions. Integrated
software systems, beginning with using the computers in manufacturing sector has turned
into giant package programmes which is called as ERP at present time.
Before the business use these package programmes, they definetely need to
spend a good software selection process. When literature review and studies associated with
this subject are analysed, it is seen that there is some selection methods the business need to
use during the software selection process. Gorener (2011) used VIKOR technic and analytic
net process (ANP) method during the ERP software selection in his study. There are two
important phase in selection process. First one is to determine the criterias; this phase is
performed by usage of some methods such as Analitical Hierarchy, Analitical net process.
Second one is process of ordering the criterias according to their order of importance. The
rating process is performed by some techniqes such as Vikor, Topsis, Promethee, Electre,
Saw techniques. It is seen that among the sort techniques, Topsis and Vikor give optimum
result in the study that Chu and the others carried out.
The most important process about ERP systems is selecting process, thus
Professional support must be taken. Business sometimes ignores this process cause of its
costs, but it must be remembered that if the software being inexpedient is selected, the
subsequent process will lead to greater financial loss.
No matter how they are named, ERP, ERPII or e-Business , a corporate
information system should produce solutions not only for business within business process,
but also for all employees, suppliers, customers and business partners. In other words, it must
manage bothbackoffice and frontoffice resources (Bircan, 2009).
This study presents ERP software development process and its beneficial
aspects for business. In addition, it contains the important points that business should give
attention and the techniques that are used in this process. Benefiting from ERP systems that
have an expensive and complex structure depends on carrying out the process of selecting
and setupprocess conspiratorially and the attention the business paid.
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for SME2011 - Information and Communication Technologies for Small and Medium
Enterprises, ISBN 978-86-7672-140-5, Technical Faculty "Mihajlo Pupin", University of
Novi Sad.
Saračević M., Međedović E., Mašović S., Selimović F., Kamberović H. (2011), Sistemi za
upravljanje sadržajem učenja kao podrška zaposlenim u preduzećima,
9. Međunarodna
naučno-stručna konferencija - Na putu ka dobu znanja, Fakultet za menadžment, UDC005.94, ISBN978-86-85067-31-0, COBISS.SR-ID: 266277895, Novi Sad.
Saračević M., Mašović S., Selimović F., Novalić F. (2011), Unapređenje informisanosti,
komunikacije i obrazovanja zaposlenih u agrobiznis sektoru i način realizacije primenom
LCMS-a, Naučna konferencija - Agrobiznis2011, u okviru projekta “Bolja saradnja za bolju
budućnost“, Univerzitet u Novom Pazaru.

A Hybrid Digital Video Watermarking Method Based on DCT and DWT
Haldun Sarnel, Kadir Ünal
Dokuz Eylül University, Department of Electrical and Electronic Engineering, İzmir, Turkey
E-mail: haldun.sarnel@deu.edu.tr, kadirunal1985@yahoo.com
Abstract
Digital video watermarking is one of the solutions for copyright protection of digital
multimedia data and draws great attention of both researchers and digital video owners. In
this work, a new hybrid digital video watermarking method which uses the discrete cosine
transform (DCT) and discrete wavelet transform (DWT) is proposed. Each frame is processed
with one of the DCT and DWT methods or a combination of them, half of a frame by the
DCT method and the other half by the DWT method. Selection of the watermarking for each
frame in the video is determined randomly. The proposed method has undergone several
attacks in order to check its robustness and compare to the DCT and DWT methods. The
proposed hybrid method including a watermarking diversity throughout the video improves
robustness against attacks.
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Keywords: Digital video watermarking, discrete cosine transform (DCT), discrete wavelet
transform (DWT), copyright protection.
1. INTRODUCTION
Production and distribution of digital multimedia data have become much easier with the
rapid growth of the internet and other digital technologies, and consequently they can reach a
large number of people in a short time. On the other hand, this introduces copyright
protection problem for the digital multimedia data with a legal owner. To prove the copyright
of digital data, some methods must be applied on the original digital data whatever it is text,
audio, image or video. Digital watermarking methods have been proposed for solving
copyright protection problems (Cox et al. 2002). A secret message what is called a watermark
is embedded to a digital data with a secret key. This process is called digital watermarking.
The watermark can be a random number sequence, copyright messages, ownership
identifiers, binary or gray level images, or other digital data formats. A digital watermarking
method provides the copyright owner with proving his/her ownership by extracting and
revealing the embedded watermark from the digital data in the case of an illegal usage of the
digital data. The original digital data after watermarking can be distributed in a medium and
may receive some manipulations and attacks, intentionally, or unintentionally, so as to
degrade the watermark to disappear. Ideally, the watermark must remain intact, or safely
extractable after the digital data has undergone some attacks to be able to prove the
ownership.
Image and video watermarking methods can be classified in two groups, spatial domain and
frequency domain methods. Spatial domain methods are based on modification of pixels
values in embedding stage of the watermarking. These methods are very simple and have low
computational cost, but are vulnerable to attacks and watermark can be easily distorted.
Frequency domain methods are based on modification of frequency coefficients. The original
content is transformed to frequency domain and coefficients in frequency domain are used to
embed and recover the watermark. The most common transforms are the discrete cosine
transform (Cox et al. 1997, Busch et al. 1999) and the discrete wavelet transform (Xia et al.
1997, Kundur and Hatzinakos 1998). The frequency domain methods are more robust and
have more computational complexity. Hartung and Girod (1999) described a method of
watermarking into both compressed and uncompressed MPEG-2 videos by modifying
selected DCT coefficients. Langelaar and Lagendijk (2001) proposed a watermarking method
that divides the video into groups of blocks and further divides the blocks into groups. A
single watermark bit is embedded into selected DCT coefficients based on their energies
within the groups. Chetan and Raghavendra (2010) proposed a DWT-based video
watermarking scheme that embeds different parts of a single watermark into different scenes
of a video after detecting scene changes.

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In this work, a new hybrid digital video watermarking method which uses the discrete cosine
transform (DCT) and discrete wavelet transform (DWT) is proposed. The watermark is
divided to sub pieces and these pieces are embedded to frames. Each frame is processed with
one of the DCT and DWT methods or a combination of them, half of a frame by the DCT
method and the other half by the DWT method. The proposed hybrid method has undergone
several attacks in order to check its robustness and compare to the DCT and DWT methods.
2. TRANSFORM –BASED DIGITAL VIDEO WATERMARKING
2.1 DCT-based Watermarking
The DCT coefficients D(u, v) of a N x N block p( x, y) in an image are computed as follows.
D(u, v)  C (u )C (v)

N 1 N 1

 (2 x  1)u   (2 y  1)v 
 cos

2N
2N
 


 p( x, y) cos
x 0 y 0

C (u ) 

1
N

for u  0,

C (u ) 

2
N

(1)

for u  1,2, , N  1

The frequency bands of an 8x8 DCT block are shown in Figure 1. The top-left is the zerofrequency component. The lowest frequency band FL and the highest frequency band FH are
not changed. A watermark bit is embedded in the highlighted medium frequency band FM by
modifying its coefficients.
In the DCT-based video watermarking, a frame is divided to 8x8 non-overlapping blocks. A
watermark is embedded to video frames piece by piece. A watermark of size L bits is divided
into m pieces. Since L/m bits has to be embedded in a frame, a subset of L/m block locations
are selected randomly using a secret key. Always this subset is used to embed a watermark
piece Wi into every frame. In recovering stage, the same secret key is utilized to locate those
watermarked blocks. A watermark piece is selected randomly to embed it into the current
frame. Every block in the subset is DCT transformed and its 22 medium frequency band
coefficients are determined. Two uncorrelated pseudo random sequences, R0 and R1, of
length 22 are generated to represent watermark data bits 0 and 1. A single bit is embedded to
one of the blocks with coefficients D(u,v) in the subset by
D(u, v)  aRk (u, v),
DW (u, v)  
D(u, v),

u, v  FM 

u, v  FM 

(2)

where DW is coefficients of watermarked block and a is a strength constant. The balance
between robustness and visibility of watermarking is adjusted by a. The watermarked block is
then back-transformed to spatial domain by taking its inverse DCT.

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Figure 1: DCT frequency bands

LL1

LH1

HL1

HH1

Figure 2: Frequency bands of 1-level DWT

2.2 DCT-based Watermark Recovery
To recover the embedded watermark piece from each frame, first the watermarked blocks are
determined and then the middle band frequency coefficients in their DCT are obtained. The
pseudo random sequences R0 and R1 are computed and correlated with the middle band
coefficients of each watermarked block. The higher of the two correlation values specifies the
recovered possible watermark data bit. As a result, an array of higher correlation value C(n)
and an array of recovered bits U(n) of the watermark piece are obtained for nth bit after all
watermarked blocks are examined. U(n) is (binary) correlated with each of the real
watermark pieces Wi(n) to identify it. If the maximum correlation value is smaller than a
predefined threshold value Tp, U(n) is ignored assuming a failure of watermark detection in
the current frame. When all frames are processed in this manner, a number of recovered
instances Uij(n), indexed by j, of each watermark piece Wi(n) are obtained and recorded.
Correlation values Cij(n) of all recovered bits are also formed from C(n) of every frame.
2.2.1 Reconstruction of Watermark
We use an algorithm for the reconstruction of watermark pieces Vi(n) from their recovered
instances Uij(n) as follows. Set i=0 and count the numbers of 0 bits and 1 bits for every bit
location n in Uij(n) discarding bits for which Cij(n)&lt; T, a predefined bit correlation threshold
value. Those are assumed as incorrectly recovered bits. Then, Vi(n) is assigned the bit with at
least 70% majority of total count for bit n. If there is no such majority, the bit defaults to 0.
This process is repeated after i is incremented until all watermark pieces are reconstructed.
Finally, the entire watermark can be formed by concatenating all watermark pieces Vi(n)
(i=0,1,2,…,m-1) in correct order.
2.3 DWT-based Watermarking
The basic idea of the DWT is to decompose a frame into a sub-image of different spatial
domain and independent frequency districts. 1-level Haar DWT is used in this study for
simplicity. Figure 2 shows the 1-level DWT of an image by frequency bands. The lower
resolution approximation region LL of an image contains the most important pictorial
information, hence, it is not used for watermark embedding. The frequency regions of LH,
HL and HH represent the horizontal, vertical and diagonal details, respectively, of the image.
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A watermark is embedded to video frames piece by piece as in DCT-based watermarking. In
our study, the same watermark piece is embedded to both LH and HL bands. For each bit of
the watermark, a different pseudo random sequence Rn (n=0,1,2,…,L-1 and R={ R1, R2,…})
with length equal to the length of these bands is generated. After a piece of the watermark is
selected randomly, the sequences in R that represents the bits in that piece only are multiplied
by a strength constant and added to both LH and HL band coefficients of the DWT of the
current frame, in a way similar to that in (2). We embed only watermark bits 0 (black pixels
in the binary watermark image) in the DWT-based method to improve imperceptibility of
watermarking. Finally, the frame is transformed to spatial domain by taking its inverse DWT.
In the recovering stage, every sequence Rn is correlated with LH band coefficients of the 1level DWT of the current frame. Every bit n in the embedded watermark piece is recovered
and stored in an array of U1(n) if C1(n) value of correlation of LH band coefficients with Rn
exceeds a threshold value. Otherwise U1(n) defaults to 0. Then, U1(n) is divided into m
pieces and each piece is correlated with each watermark piece Wi(n) to identify which
watermark piece is embedded in the current frame. If the maximum correlation value is
smaller than a predefined threshold value, U(n) is ignored assuming a failure of watermark
detection in the LH band of the current frame. Otherwise, the piece giving the highest
correlation value is overwritten on U1(n). Similarly, correlation of every Rn with HL band
coefficients of current frame yield U2(n) and C2(n). When all frames are processed in this
manner, a number of recovered instances Uij(n) of each watermark piece Wi(n) and the
correlation values Cij(n) of all those recovered bits can be obtained and recorded. Note that
Uij(n) and Cij(n) contains results obtained from both LH and HL band coefficients. The
algorithm for the reconstruction of watermark pieces Vi(n) from their recovered instances
Uij(n) is the same as explained in Section 2.2.1.
3. THE PROPOSED HYBRID VIDEO WATERMARKING METHOD
3.1 Hybrid Watermarking
In the hybrid method, there are three ways to embed a piece of watermark in the current
frame, using DCT, DWT, and a combination of the DCT-DWT transforms. In embedding
stage, one of the three different watermarking algorithms and a watermark piece for the
current frame are selected randomly. Depending on the selection, the entire frame is
watermarked using the algorithms and parameters given in Section 2.1 (for DCT-based) or in
Section 2.3 (for DWT-based) in the hybrid method. If the random selection comes out to be
the combined method, the frame is divided into two equal halves by a horizontal line. The
watermark piece is embedded to the upper half by the DCT-based algorithm and to the lower
half by the DWT-based algorithm. In this case, the concepts are the same except that the
maximum number of 8x8 DCT blocks and size of frequency regions of DWT in a frame will
be halved. The hybrid method is expected to perform better by exploiting the advantages of
the both transform based methods.
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3.2 Watermark Recovery for Hybrid Method
The watermarked video is used as input for the DCT based, DWT based and combined DCTDWT based watermark recovery modules, individually. Some attacks drop several frames
from watermarked frame or change the order of frames in video. This makes any record of
watermarking history of frames void, hence, all three modules must try to recover watermark
data blindly from each frame. The recovering stages of the DCT based and DWT based
watermarked frames are the same as given in Sections 2.2 and 2.3. If watermark data is to be
recovered using The combined DCT-DWT recovery module applies to the upper half of each
frame the DCT-based recovery algorithm and to the lower half the DWT-based algorithm. In
the upper half frame, the same subset of DCT blocks watermarked by the combined method
is located to recover the watermark bits. The outputs of two full frame independent recovery
algorithms (DCT-based and DWT-based) and two half frame recovery algorithms for each
frame are recorded separately. When all frames are processed 4 individual Uij(n), one from
each recovery algorithm, are merged into one. The same merging applies to Cij(n) too. The
algorithm for the reconstruction of watermark pieces Vi(n) from their hybrid-recovered
instances Uij(n) is the same as explained in Section 2.2.1.
Some attacks can distort the watermark data embedded using one specific frequency domain
transform. In this case, the advantage of the hybrid method appears. If one of the transform
based methods cannot resist to some attacks, the other transform based method may hopefully
resist and recover the lost watermark data from either the same frame or other frames.
4. EXPERIMENTAL RESULTS
4.1 Details of Tests
A digital video with 104 frames of size 640x480 and two different watermark data with
dimensions of 20x20 and 24x24 pixels, respectively, are used in the tests (Figure 3).

(b)

(c)

Figure 3: (a) A frame from the test video, (b) and (c) two watermarks used in the tests.
The test video is also watermarked with the DCT-based and DWT-based methods,
individually, in order to compare their performances to that of the proposed hybrid method.
The tests are performed under 4 different scenarios. The watermark 1 is divided to 2 and 4
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pieces in the scenarios 1 and 2, respectively, and watermark 2 is divided to 2 and 6 pieces in
the scenarios 3 and 4, respectively.
4.2 Results of Simulated Attacks
Noise addition attack adds to the watermarked video two types of noise, salt &amp; pepper’ noise
and Gaussian noise depending on selection. Because a video contains a large amount of
redundancies between frames, frame dropping is an attractive attack to destroy watermark
data. In the tests, the frames of the watermarked videos were dropped up to 70% of the total
number of frames in the test video. The frame averaging attack collects a number of
successive frames and averages them out to generate an output frame. This is repeated at
every frame of watermarked video producing an averaged video. The compression attack is
simulated by compressing the watermarked video using a codec for ‘wmv3’ video format in
MATLAB environment. Median filtering attack smooths images without blurring edges
significantly. Intensity adjustment attack, maps the values in intensity image to new values
such that normalized intensity values less than 0.01 and higher than 0.99 are saturated at 0
and 255, respectively. Contrast enhancement attack applies histogram equalization to every
frame. The normalized correlation value between a reconstructed watermark and an original
watermark is computed and given in Table 1 as a measure of watermark detection robustness
of the tested methods under a given scenario and an attack. Simulation results show that the
hybrid method improves watermark robustness against the tested attacks.
4.3 Imperceptibility and Capacity
Imperceptibility indicates how invisible the watermark is. This requirement has a trade off
relation with two other requirements, robustness and capacity. The imperceptibility of the
watermarked data is measured using peak signal-to-noise ratio (PSNR) between original and
watermarked data. Imperceptibility values of all methods computed from the watermarked
video frames were extremely high (over 80 dB for every frame) so that existence of any
watermark in video could not be visually detected. Capacity is the amount of the data that can
be embedded in a digital data. Increasing the size of watermark data embedded in a video
decreases the visual quality of the video. We can compute the capacity of the DCT based
method only, because in the DWT based method, number of bits to be embedded in a frame
is theoretically infinite. For a given video, capacity of the DCT based method is equal to the
number of blocks with a given size (usually 8) in a frame. The DCT based capacity is 4800
bits/frame for full frame watermarking and 2400 bits/frame for half-frame (i.e., for combined
DCT-DWT based) watermarking.

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Table 1: Performances of the DCT-based, DWT-based and hybrid methods for several
attacks. Given are the normalized correlation values between recovered and original
watermarks.
DCT
Scenario
Attack name
salt &amp; pepper noise density= 0.02
salt &amp; pepper noise density=0.04
Gaussian noise (mild)
frame dropping (70%)
frame averaging over 2 frames
frame averaging over 6 frames
video compression (quality=90)
3x3 median filter
intensity adjustment
contrast enhancement

1
0.98
0.69
0.97
0.99
0.98
0.92
0.87
0.98
0.99
0.99

2
0.98
0.74
0.88
0.98
0.98
0.81
0.70
0.93
0.99
0.99

3
0.97
0.96
0.98
0.97
0.97
0.93
0.86
0.90
0.99
0.98

DWT
Scenario
4
0.91
0.65
0.87
0.87
0.78
0.70
0.72
0.84
0.98
0.98

1
1.00
0.99
1.00
1.00
1.00
0.86
1.00
0.00
1.00
1.00

2
1.00
0.95
1.00
1.00
1.00
0.86
1.00
0.00
1.00
1.00

3
1.00
1.00
1.00
1.00
0.90
0.86
1.00
0.01
1.00
1.00

Hybrid Method
Scenario
4
1.00
1.00
1.00
1.00
0.79
0.58
1.00
0.20
1.00
1.00

1
1.00
0.89
1.00
1.00
1.00
1.00
1.00
0.97
1.00
1.00

2
1.00
0.95
1.00
1.00
0.99
0.99
0.99
0.91
1.00
1.00

3
1.00
1.00
1.00
1.00
1.00
1.00
1.00
0.97
1.00
1.00

4
1.00
1.00
1.00
1.00
1.00
0.95
1.00
0.84
1.00
1.00

5. CONCLUSIONS
In this study, a hybrid digital video watermarking method is proposed. This hybrid method
contains two frequency domain watermarking methods because of their advantages: DCT
based and DWT based methods. Thus, the advantages of the both methods are utilized in the
proposed method. The watermark is divided to sub-pieces and these pieces are embedded to
frames. The hybrid method has better robustness compared to the individual methods it
merges without significant reductions in the capacity and imperceptibility requirements. The
size of a piece of watermark to be embedded into a frame must not be too small. Otherwise
recovery of such small pieces from an attacked video may fail.
REFERENCES
Busch, C., Funk, W. and Wolthusen, S. (1999) Digital Watermarking: From Concepts to
Real-Time Video Applications. IEEE Computer Graphics and Applications, 19, 25-35.
Chetan K.R, and Raghavendra K. (2010) DWT Based Blind Digital Video Watermarking
Scheme for Video Authentication. International Journal of Computer Applications, 4, 19-26.
Cox, I., Kilian, J., Leighton, F. and Shamoon, T. (1997) Secure Spread Spectrum
Watermarking for Multimedia. IEEE Transactions on Image Processing, 6, 1673-1687.
Cox, I., Miller, M. and Bloom, J. (2002) Digital Watermarking, Academic Press, USA
Hartung, F. and Girod, B. (1998). Watermarking of uncompressed and compressed video.
Proceedings Signal Processing, 66, 283–301

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Kundur, D. and Hatzinakos, D. (1998) Digital watermarking using multiresolution wavelet
decomposition. Int. Conf. on Acoustics, Speech and Signal Processing, 2969-2972.
Langelaar, G., and Lagendijk, R. (2001) Optimal differential energy watermarking of dct
encoded images and video. IEEE Transactions on image Processing, 148–158
Xia, X., Boncelet, C., and Arce, G. (1997) A Multiresolution Watermark for Digital Images.
Proc. IEEE Int. Conf. on Image Processing, vol. I, 548-551.
Investigation Of Seismic Performance Of Existing Building Strengthened With Cfrp
Ali Demir1, Hakan Başaran2, Duygu Dönmez Demir3
1Department of Civil Engineering, Celal Bayar University, Manisa, Turkey
2Department of Turgutlu Vocation School, Celal Bayar University, Manisa, Turkey
3Department of Mathematics, Celal Bayar University, Manisa, Turkey
Abstract
In this study, the seismic performance of the Merkez Efendi hospital building was determined
with CFRP strengthening methods according to the Turkish Earthquake Code-2007. Firstly,
the building was considered with the masonry walls and without masonry walls and the effect
of the masonry walls to the performance of the building was investigated. Afterwards, the
building was strengthened with CFRP plates to get the required seismic performance level.
Consequently, the seismic performances of the hospital building were compared for these
three cases.
Keywords: Strengthening, Masonry Wall, CFRP, Seismic Performance
1.INTRODUCTION
Buildings are subjected to earthquake, wind, fire etc. during their lifetimes. Sometimes,
addition of a story and change in the purpose of using occur. For these reasons, the
performances of the buildings should be investigated according to the present earthquake
codes of the countries. If the performance of the building is insufficient, it must be
rehabilitated. The Turkish Earthquake Code-2007 (TEC-2007) gives alternative rehabilitation
methods. One should choose the most suitable method for buildings. Chapter 7 of TEC-2007
entitled “Assessment and Strengthening of Existing Buildings” and sets standards for
336

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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Technologies Aiming To Improve Work Efficiency And Sustainability: Personnel
Tracking Systems
Halil Kaygisiz1, Abdülkadir Çakir1, Seyit Akpancar, Eyüp Çaki1
1Süleyman Demirel University, Isparta, Turkey
2Rize University, Rize, Turkey
E-mails: halilkaygisiz@sdu.edu.tr, abdulkadircakir@sdu.edu.tr,
sakpancar@yahoo.com,eyupcaki@sdu.edu.tr
Abstract
In this study, by dealing with personnel tracking systems used in business sector, it is
examined their effects on business productivity and sustainability of these effects. Personnel
tracking systems are computer-based electronic systems which enable to record business
entry and exit times and preparation of the daily and monthly reports. It is aimed to increase
business efficiency by ensuring the continuation and sustainability of personnel.
Personnel tracking systems, according to application of RFID (Radio Frequency
Identification), are performed by using biometric and barcode technologies. RFID can work
contactless different from biometric and barcode technologies. RFID is the most common
technology used in Personnel tracking systems because of this advantage.
It is thought that staff awareness will increase on the use of tracking systems in the workplace
with this study discussed the sustainability and dealing with the benefits of the Personnel
tracking systems enabling the detection of workplace entry and exit times of workers.
Keywords: Radio Frequency Identification, Personnel Tracking Systems, Sustainability,
Business Efficiency, Identification Technologies
1. INTRODUCTION
It needs to ensure the control of employees in order to work much more quickly and
efficiently in companies that have many employees. In workplaces, in order to increase the
productivity of personnel and maintain control of the personnel can be achieved by using
tracking systems. Personnel tracking systems: having software and hardware equipments and
developed for monitoring and control of factory staff, are a control mechanism that follows
the monthly fees, all working hours and overtime of staff. With this system, business
enterprises are able to follow, without any fault and forgetting, that staff work how many
days and hours of within a specified period; lost time such as permit, late coming, early going
and

60

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

no-coming. Personnel tracking systems are the contemporary systems of the key productivity.
Personnel tracking systems provide to obtain mainly scoring payroll, and a wide variety of
reports related to continuity of control.
2. PERSONNEL TRACKING SYSTEMS
Personnel tracking systems are the systems which provide monitoring work, overtime,
absenteeism, leave, rest periods and the calculation, employees in the workplace is a
workplace inputs / outputs to be authorized. Employers with these systems are intended to
provide the most efficient use of the total workforce.
Thanks to personnel tracking systems, caused by human factor errors are minimized during
the preparation of payroll. In addition, these obtained reports help the top management of
enterprises by lighting the way to get more reliable decisions for the future.
Personnel tracking systems, enterprises that perform calculations by hand due to lost time and
human error factor in the prevention of the damage caused to the economies provided by
businesses, such as follow-up of operational staff brings discipline and modernity. The
business which is able to control the personnel costs of staff and working hours control, can
also capture the chances of becoming more effective in highly competitive markets
(Buyurgan, N. at al., 2009).
Firstly, the follow-up of personnel has been followed up with procedure of the signature. It
has not found safe by business since staff write working hours themselves. In order to ensure
the safety, it needed manpower, that is, an additional staff to control. In order to confirm the
correctness of the staff working hours used card instead of staff constitutes the beginnings of
personnel tracking systems. Punch clocks, has been followed up by giving each individual
named and anonymous tally cards.
After scoring cards, with the systems of barcode cards, personnel tracking have been done.
By developing personnel tracking systems, proximity systems have been used. It has began to
establish a remote connection with the development of devices connected TCP / IP protocol.
With recent technological advances, a lot of systems have become used for personnel
tracking (Pala, Z., 2007).
3. TECHNOLOGIES USED PERSONNEL TRACKING SYSTEMS
In personnel tracking systems, many automatic identification systems are used. The process
of identification automatically makes life easy and most systems are designed for it. Each of
these systems used a different technology, have different characteristics (Pala, Z., 2007).
In personnel tracking systems, automatic identification systems can be grouped mainly in 5
groups (Fig. 1):
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

1. OCR: Optical Character Recognition Systems
2. Biometric Identification System (Face Recognition, Fingerprint recognition ... etc.).
3. Barcode Systems
4. Smart Card Systems
5. RFID: Identification with Radio Frequency

Figure 1. Automatic identification systems (AUTO-ID)
3.1. OPTICAL CHARACTER RECOGNITION SYSTEM (OCR)
Optical character recognition systems (OCR), provides an understanding of different fonts are
read by machines. In scanners, to scan text and images, these systems are used. However,
because the system is expensive, the field of using remains in a narrow frame. There are
personnel tracking systems based on identification of signatures that are taken in entry and
exit of staff.
3.2. BIOMETRIC RECOGNITION SYSTEMS
Biometrics, on the basis of assets can be defined as the science of measuring and counting.
Biometrics, developed to determine the user's identity by recognizing the physical and
behavioral characteristics of a computer-controlled, is a general term used for automated
systems. Therefore, there are not any problems such as forgotten or stolen in the loss of the
card or encrypted systems.
Biometric systems aim to provide access controlled passage of individuals, that is, it is
allowed for authorized persons it is denied to access the passage / the transition to
unauthorized persons (Tuğaç, B., 2007).

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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Types of biometric recognition system used in personnel tracking systems:
• Face Recognition System
• Fingerprint Recognition
• Voice Recognition
• Iris Recognition
• Retina Recognition

(a)

(b)

(c)

(d)

Figure 2. Biometric Recognition Systems a)Face recognition device
recognition device c)Voice recognition device d)Iris recognition device

b)Fingerprint

3.2.1. FACE RECOGNITION SYSTEMS
Facial recognition systems work on the basis of comparison by computer-aided that already
committed to the database face images with an unknown face. These systems are used to
select individuals within the access control or crowd (Fig. 2a). The main problem in facial
recognition systems, with low quality pictures can cause problems in the comparison whom
wearing glasses, etc. accessories (Dağoğlu, M., 2006).

3.2.2. FINGERPRINT RECOGNITION SYSTEMS
The fingerprint is unique and does not change according to age or other characteristics. Every
person has different fingerprints Therefore; fingerprint is one of the most reliable means of
personal authentication (Fig. 2b). The fingerprint is a fingerprint recognition algorithm for
each of the received image is different and unique feature of fingerprint ID code by creating a
customized database extracts and saves. Each fingerprint code at the base of data is different
for each person (Jain, A. K. ve Ross, A., 2004).
3.2.3. IRIS RECOGNITION SYSTEMS
Iris recognition does not require close contact between the user and the reader and is an
useful biometrics technology. The basic idea in iris recognition technologies is to perform on
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

layer of the iris of the eye by taking the picture (Fig. 2c). This image taken from a database
with a person's iris removed and processed in accordance with the characteristic values. Then
this characteristic in the database is used to the aim of comparing (Jain, A. K. ve Ross, A.,
2003).
3.2.4. VOICE RECOGNITION SYSTEMS
Sound biometry, emerged, determining changes over time in the sound frequency, is a system
used to identify the person (Fig. 2d).
The advantage of audio systems is the use of hands and eyes freely, but as in the case of the
excitement, fear and chills, changes in sound volume, speed and quality, make identifying
difficult. In today's technology, voice recognition tools with recorded sound are also possible
deceiving. Therefore, application of this technique is not safe (Dağoğlu, M., 2006).
3.2.5. RETINA RECOGNITION SYSTEMS
Based on the principle scanning the retina by the unique structure of the optical systems is
high reliability of this technology but it is difficult to use, since the user must look at a certain
point. Although technology is adequate, it has not been accepted for this reason (Tuğaç, B.,
2007).
3.3. BARCODE RECOGNITION SYSTEMS
Today, Barcodes are ones of used in many areas and at least one cost-effective automatic
recognition systems.
Nowadays, the generally rectangular, the thickness of the thin lines are drawn parallel to each
other and it is a symbol created by the black bars occurring in the gaps between the lines
(Dağoğlu, M., 2006).
3.4. SMART CARD SYSTEMS
Smart cards are called “smart cards” including plastic cards into the “chips”
(microprocessor). This is known as the main reason for smart cards, high information
transport, processing, using data on the card, write and delete capabilities 'microprocessor' is
carried out through.
The applications of smart card technology opened new fields of application faster than
before, magnetic media, such as to render safe and low cost, which cannot be possible so far
(Jain, A. K. ve Ross, A., 2004).

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3.5. RFID
RFID systems have similarities with smartcard systems. The main differences are adjacent to
smart cards; data is exchanged between the data carrier device and the reader using radio
waves rather than being used with the contact surface offers considerable (Kılınç, T., 2007).
Without human impact/contribution on the RFID system design are motivated to collect
creation of information. It is a newer technology according to barcode technology and a
system having advantages. The use around the world has been increasing year by year (Altun
Z., 2010).
The main advantage of RFID technology systems is characteristic of functioning that does
not require contact with the vision and the line Labels, snow, ice, fog, paint, dirt, inside the
box, and a warehouse-like vehicle can also be read visually and environmentally challenging
conditions. RFID reader with a short response time of 100ms and a lot (several hundred), the
label can be read almost simultaneously. With labels combined with sensors can be obtained
very important information about the status of the product. In RFID technology, it is much
more secure about security on the magnetic cards since the data can be conveyed by being
encrypted thanks to many other features. In addition, not needing physical contact enables
ease of use. For example, with RFID technology credentials can be read in your wallet
(Ismael, N.M., 2010).
4. SUMMARY and CONCLUSION
In this study, it is researched the technologies to improve business efficiency and
sustainability in their workplace in order to ensure that research on tracking systems used by
staff researched used. In addition to increasing the efficiency of business today has great
significance in maintaining the Auto-ID systems, personnel tracking systems with optical
character recognition systems, biometric identification systems, barcode systems, smart card
systems and radio frequency identification system is used. Control technology with the
development of more secure systems can be done by employees in the workplace. Although
Employee tracking systems improve business efficiency, there are lacks in terms of data
security. With the development of future systems more reliable and stable in the workplace
will be provided the maximum level of receiving and maintaining productivity.
REFERENCES
Altun Z. (2010) RFID Okuyucunun Geliştirilmesi. Sakarya University, Ph.D. thesis, 108p,
Sakarya.
Buyurgan, N., Hardgrave, B.C., Baylor, J.L. and Walker, R.T. (2009) RFID in healthcare: a
framework for uses and opportunities, International Journal of Advanced Pervasive and
Ubiquitous Computing, Vol. 1 No. 1, pp. 1-25.
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Dağoğlu, M. (2006) Radyo Frekans Tanımlama Sistem Tasarımı ve Üretimi, Hacettepe
University, Ph.D. thesis, Ankara.
Ismael, N.M. (2010) Radyo Frekans Kimlik Tanımı (RFID), Selçuk University, Ph.D. thesis,
104p, Konya.
Jain, A. K., Ross, A. (2004) Mutlibiometric Systems, Communications of the ACM, Vol. 74,
pp. 34-40.
Jain, A. K., Ross, A. (2003) Information fusion in biometrics., Pattern Recognition Letters,
Vol. 24, pp. 2115-2125.
Kılınç, T. (2007) RFID Sistemlerin İncelenmesi ve Sağlık Sektöründe Kullanılması, Maltepe
University, Ph.D. thesis, İstanbul.
Pala, Z. (2007) RFID Teknolojisi İle Otomasyon Bir Uygulama Olarak: Otopark Takibi,
Yüzüncü Yıl University, Ph.D. thesis, Van.
Tugaç, B. (2007) Radyo frekans ile kimlik tanıma, Yıldız Teknik University, Ph.D. thesis,
İstanbul.

66

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                <text>In this study, by dealing with personnel tracking systems used in business sector, it is  examined their effects on business productivity and sustainability of these effects. Personnel  tracking systems are computer-based electronic systems which enable to record business  entry and exit times and preparation of the daily and monthly reports. It is aimed to increase  business efficiency by ensuring the continuation and sustainability of personnel.  Personnel tracking systems, according to application of RFID (Radio Frequency  Identification), are performed by using biometric and barcode technologies. RFID can work  contactless different from biometric and barcode technologies. RFID is the most common  technology used in Personnel tracking systems because of this advantage.  It is thought that staff awareness will increase on the use of tracking systems in the workplace  with this study discussed the sustainability and dealing with the benefits of the Personnel  tracking systems enabling the detection of workplace entry and exit times of workers.  Keywords: Radio Frequency Identification, Personnel Tracking Systems, Sustainability,  Business Efficiency, Identification Technologies</text>
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                    <text>The Effects Of Organic Agriculture On Ecosystem And Safety Of Organic Foods
Halil Tosun1, Kemal Seçkin2
1 Celal Bayar University Saruhanlı Vocation High School Manisa TURKEY
2Celal Bayar University Engineering Faculty, Food Engineering Department, Manisa
TURKEY
Abstract
The demand for organic foods is increasing every day. The main reason for this increase in
healty, nutritious and safe food supplements is that the commity organic market is also
growing rapidly around the world, the health benefits of organic foods, or that the risk must
be scientifically that it carries. The effects of organic farming practices can also be discussed
in the ecological system. This review of conventional foods, organic foods, and examines the
impacts on the environment both in terms of food safety.
1.INTRODUCTION
Organic food consumption is increasing rapidly in recent years. The main reason is
that cosumers think that the products produced by conventional methods are more safety,
more nutritious and environmentally friendly. The reason relates to the prenciples of organic
farming. In fact, organic farming, synthetic chemical agents (pesticides, fungicides, etc.),
genetically modified organisms and their products may not be used with the vegetable and
animal hormones(Magkos et al., 2003). However, many studies in organic foods and
nutritional value compared to conventional food in environmental contaminants and did not
show a significant superiority (Woese et al., 1997). On this subjects, studies show that organic
foods contains less pestisides and nitrate than conventional foods. Morover there are studies
showing that the mycotoxin contaminated withorganic foods. In synthetic foods organic
pesticides are not used. So plants have secondary metabolites that contain more toxic effects.
This may be a potential health hazard. Therefore, organic foods are more nutritious and safer
than conventional foods, it is very difficult to say that scientifically. However, organic
farming practices are environmentally friendly. Soil and water resources are not contaminated
with synthetic chemicals, Environment are protected from antibiotics, hormones, synthetic
chemicals and heavy metals contaminants. Instead of producing high yield and high quality
products, the aim of organic agriculture is protection of the environment, plant, animal and
human health withouth pollution water supplies and air. Therefore, conventional foods,
organic foods, although not significantly have an advantage because of the positive
contribution organic farming practices on the ecological balance production and consumption
should be encouraged.

248

�2.ENVIRONMENTAL IMPACTS OF ORGANIC FARMING
The main goal of organic agriculture is the protection of soil, animal and human health
withouth poluting of soil, air. With the implementation of the sustainable development of
organic agriculture, ecotourism, sustainable agriculture, biodiversity, erosion, desertification
and the impact of the Elimination of the factors that cause climate change is possible.
Organic agriculture is of sowing. Sowing, plants of different cultures to support the mutual
succession to educate interspatial. Thus, the soil is maintained and increased productivity,
reduced soil erosion, labor is evaluated on a regular basis during the year. To take soil fertility
in organic farming, compost, green manure, farmyard manure, mineral fertilizers and
microbial soil is added. Thus, the viability is maintained and the efficiency of the soil will be
protected (Hansen et al, 2002). Compared to conventional agriculture, organic farming helps
to increase biodiversity. With organic farming enriches the soil fauna, especially in large
areas, increases plant diversity, increase the levels of soil borne organisms, arthropods,
insects, and increases the number of birds (Bengtsson et al., 2005).
3.ENVIRONMENTAL IMPACTS OF ORGANIC LIVESTOCK
In organic livestock antibiotics and chemicals to increase weight are not used for feeding and
also synthetic chemicals are not used in the treatment. Animals are fed organic feed. Shelters
are designed to obtain sufficient fresh air and sunlight. The main goal of organic livestock
pastures for many years, ensuring the use of water resources and minimize environmental
pollution by using clean and efficient. Instead of high milk yield and low cost of organic
animal husbandry, environmental protection, animal health and welfare in the foreground. As
a result, sustainable organic farming practices and animal husbandry development, provision
of animal welfare, to minimize adverse impacts on the environment and herd health
protection, it is possible (Kouba, 2003).
4.COMPARISON OF ORGANIC AND CONVENTIONAL FOODS SECURITY
4.1.Pesticisds
The use of synthetic pesticides are prohibited in organic agriculture. Used instead of synthetic
pesticides, biological pesticides in the human health effects has not been scientifically.
Products of chemicals must not be contaminated soil, air and water. These chemicals, for
example, calcium hypochlorite, sodium hypochlorite, copper sulfate, boric acid and elemental
sulfur may be. America and European countries as a result of studies conducted on 94 000
samples of organic agricultural products, pesticide residue was found to have less than
conventional products
4.2.Nitrates
Conventional foods, contain fewer nitrates than organic foods. This is usually caused by not
using artificial fertilizers organic foods. In a study conducted in Belgium 1703mg/kg organic
food samples and the average nitrate, nitrate of conventional food samples were an average of
2637mg/kg (Pussemier et al., 2006). In another study of conventional vegetables, organic
vegetables contained three times less nitrate was found. The organic milk contains more
nitrate than conventional milk‘s (Magkos et al, 2003).

249

�4.3.Nutritional Value
Compared to conventional foods with organic foods, ıt can be said that organic foods contains
higher dry matter and high mineral content. In addition, there are also studies that show that
higher vitamin C (Michael, 2005). Furthermore, many studies have shown that organic foods
are made by conventional foods is not a significant difference in terms of nutritional values.
This is the most comprehensive research on the subject, Woese et al. (1997), between the
years of 1994 to investigate derlemişlerdir to 150 with the 1926. Examples of major cereals,
vegetables and fruits that are used in research, bread, beer, milk and egg products, meat and
products, and the calf. As a result, There is no singnificant differences between organic and
conventional foods nutrationally. Worthington (2001) compiled 41 work on conventional
foods, as a result of study organic foods contents of vitamin C, iron, magnesium phosphorus
is higher.
4.4.Mycotoxins
Synthetic fungusits are not used in organic agriculture. Consequently, organically grown
plants can be more sensitive that claims against mold contamination. Studies of grain and
cereal based products, fresh apples and Apple juice, such as organic products because they are
more sensitive than the conventional as mold contamination. in 2008, Spain and Portugal
ochrotoxin A presence was determined from organic and conventional cereals products. %72
percent of organic products and %8 percent of convantional products contained OTA between
1,64-0,05 ng/kg (Juan et al., 2008). In Italy 125 peach, pear, apricot and mixed fruit juice
examples are determined in terms of patulin. Patulin was determined in conventional samples
as 37,8 while in organic foods was 27.2%. Conventional examples show the average level of
3.6 µg/kg patulin, organic products, is the 3.3 µg/kg level average. None of the examples
exceed the European Union current legal limit of 50 µ g/kg (Spadaro et al., 2008). In another
study, fumonisin presences was determined in 60 sample of organic and conventional corn
samples. Fumonisin content of conventional samples was found as 22-43 ng/g while in
organic samples contents was found as 19-35 ng/g. None of samples exceed fumonisin level
legal limit of 2000ng/g (Arino et al.2007). Results of organic agricultural products although
not suffient to indicate that it contains mycotoxins than conventional pruducts. But organic
agricultural products are not saf efor mycotoxins until at least can be said of conventional
products.
4.5.Microbial safety
Synthetic fertilizers are not used in organic farming. İnstead of synhetic fertilizer, animal
manure, vegatable waste (gren manure), marine waste products are used. These products may
contain feacel and pathogenic microorganisms. Therefore organic foods contain more
Salmonella, Listeria and Escherichia coli O157:H7 than conventional foods (Winter and
David, 2006).
5.RESULTS
Popularity and consumptions of organic foods are increasing. Consumers of organic foods
think that conventional foods are more secure, more nutritious and beter tasting. It is known
that organic foods content less nitrate, more vitamine C and some minerals than conventional
ones. In addition, organic foods contain less pesticide residue. In addition the risk of organic
fertilizer contain fecal and pathogenic microrganisms and toxic exposure to mycotoxins than
250

�conventional foods of plant metabolites are dicussed in terms of food safety, organic farming
is considered to contain more than makes. On the other hand according to conventional
agriculture, organic agriculture polluting the soil and water resources, plant, animal and
human health keeps in the forefront. Oversees the ecological balance and sustainable
agriculture offers. As a result, problems related to organic farming, alternative methods of
security, traceability and quality managment systems and good agricultural practices and
organic farming should be encouraged to be reduced.
REFERANCES
Arino, A., Estopanan, G., Juan, T., Herrera, A., 2007, Estimation of dietary intakes of
fumonisins B1 and B2 from conventional and organic corn, Food control, 18 (9):1058-1062.
Bengtsson, J., Ahnström, J., Weibull, A. C. 2005. The Effects of Organic Agriculture on
Biodiversity and Abundance: A Meta-Analysis. Journal of Applied Ecology, 42 (2): 261-269.
Hansen, B., Alroe ,H.F., Kristensen, E.S., Wier, M., 2002, Assesment of food safety in
organic farming, DARCOF Working Papers no: 52, Danish Research Centre for Organic
Farming.
[Unpublished,]
Available
online:
http://orgprints.org/206/1/Hansen_organic_food_safety.pdf.
Juan, C., Molto, J.C., Lino, C.M., Manes, C., 2008, Determination of ochratoxin A in organic
and non-organic cereals and cereal products from Spain and Portugal, Food chemistry.107
(1):525-530.
Kouba, M. 2003. Quality of organic animal products. Livestock Production, 80, 33-40.
Magkos, F., Arvaniti, F., and Zampelas, A., 2003, Putting the safety of organic food into
perspective, Nutr. Res. Rev., 16 (2):211–221.
Michael, C. C. 2005. Organic fruits and vegetables: Potential Health Benefits and Risks.
Nutrition Noteworthy, 7:(1), 1-5.
Pussemier, L., Larondelle, Y., Van Peteghem, C., Huyghebaert, A., 2006, Chemical safety of
conventionally and organically produced foodstuffs: a tentative comparison under Belgian
conditions, Food Control, 17 (1):14–21.
Spadaro, D., Garibaldi, A., Gullino, M.L., 2008, Occurrence of patulin and its dietary intake
through pear, peach, and apricot juices in Italy, Food Additives and Contaminants, 1 (2):134139.
Winter, C.K., and Davis, S.F., 2006, Organic Foods, Journal Of Food Sci., 71 (9):117-124.
Woese, K., Lange, D., Boess, C., and Bogl K.W., 1997, A comparison of organically and
conventionally grown foods–results of a review of the relevant literature, J. Sci. Food Agric.,
74 (3):281–293.
Worthington, V. 2000. Nutritional quality of organic versus conventional fruits,
vegetables,and grains. Journal of Alternative and Complementary Medicine, 7:161–73.

251

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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Hatipoğlu M. M., Avrupa Birliği: Çağdaş Uygarlığın Yolu mu, Ulusal Egemenliğin Sonu mu?
( Is the EU way to modern civilizations or the end of national sovereignty?) Symposium, 0809.11.2004, Istanbul Hacettepe University Publication
Hakim A., Middle East Needs Turkey’s EU Membership, The Journal of Turkish Weekly
Opinion, 02 October 2005
Euractiv
http://www.euractiv.com, the independent media portal fully dedicated to EU affairs, 2007
Ministry of Foreign Affairs
http://www.mfa.gov.tr/agreement-establishing-an-association-between-the-european
economic-community-and-turkey-signed-at-ankara_-september-1_-1963_.en.mfa, 2008

The Role Of Twin Deficit Problem In Sustainable Growth: An Econometric Analysis
For Turkey
Halil Uçal, Mehmet Bölükbaş
Adnan Menderes University, Faculty of Economic and Administritive Sciences,
09900, Nazilli, Aydın, Turkey.
E-mails:hucal@adu.edu.tr, mbolukbas@adu.edu.tr
Abstract
In economics literature the relationship between budget deficit and current account deficit is
known as twin deficit hypothesis. The Keynesian Approach accepts a relationship between
two deficits. In contrast to this, Ricardian Equivalence Hypothesis defends there is no
relationship between these two deficits. Twin deficit has become the subject of several studies
to test which of these hypotheses are reliable but no consensus has achieved. Some studies
found a relationship from budget deficit to current account deficit but some of them had the
opposite result. Especially after 1980 it is known that many developed and developing
countries encountered with this twin deficit problem. Also Turkey has the problem of twin
deficit. Therefore, it is important to find whether there is a causality between them and the
direction of this causality.
In this study the relationship between budget deficit and current account deficit is examined
by using Johansen Cointegration Analysis. This study is based on period 1996:Q1-2011:Q4.
According to results of co-integration; variable coefficients are statistically significant and
consistent with what we expected in hypotheses. CAD has a significant negative effect on
BD. When there is a 1% increase in CAD, BD decreases 0,12%. This finding is consistent
with economic theory because according to Keynesian Approach two deficits have
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relationship with each other. However, in contrast to this approach, the direction is from CAD
to BD and also coefficient is negative.
Keywords:Budget Deficit, Current Account Deficit, Sustainable Growth, Econometric
Modeling, Turkey
1. INTRODUCTION
The Twin Deficit is referred to a situation where an economy is running both Current Account
Deficit (CAD) and Budget Deficit (BD). According to Ricardian Equivalence CAD and BD
are not correlated. Budget deficit is a result of tax cut which reduces public revenues and
public saving (Alkswani, 2000: 4). Decrease in public savings will be compensated by an
increase in private saving. Therefore national saving will not be affected and the budget
deficit will have no effect on the current trade deficit (Alkswani, 2000: 4). On the other hand,
according to Keynesian proposition the two deficits are linked and the direction is from BD to
CAD. Because if there is a budget deficit, government has to borrow more and as a result the
interest rates rise. The rise of interest rates leads inflow of money from abroad and then the
local currency appreciates. The appreciation of currency results with increase in import and
decrease in export. As a result, trade deficit increase and current account balance distorted.
The twin deficit has started to become a problem with the beginning of the 1980’s in USA.
Increase in military expenditures and decrease in income tax raised budget deficit. The
increase in budget deficit caused increase in debt of US to the rest of the world and therefore
caused distortion in balance of payments. After the global crisis in 2008, it is seen that not
only in USA also in other developed and developing countries have the same macroeconomic
problems. Especially in developed countries such as European countries faced with serious
problems in their economies. Growth in developing economies such as China and India has
become a danger for developed countries. Foreign trade worsened and caused decrease in
balance of payments in western countries. Also high borrowing of governments deepened
crisis in European countries.
In recent years, CAD has become the most discussed issue for Turkey’s economy. According
to Peker (2009) macroeconomic policies such as inflation targeting generally cause
appreciation of local currency and thus stimulate import. Turkey has lack of savings like other
developing countries. Because of this, growth in economy depends on import oriented
production and consumption. Although Turkish economy performs high level of growth, the
trade balance is worsening. In the last decade Turkish foreign trade has showed a large
increase. However, increase in trade volume has become more than increase in export. Also
increase of gas and oil prices in the world has increased Turkey’s energy expenditure.
Therefore trade balance and also current account balance worsened.
After the 1999 earthquake and 2001 crisis, fiscal policies tightened and to increase the
revenues new tax policies implied. Especially new taxes such as Private Consumption Tax
(ÖTV) on import oriented goods implied to help improving budget balance. Especially ÖTV
revenues on petroleum products, almost totally import oriented, helped to finance the budget
deficit. Tax burden is 20% in 2011 which was 13% in 1998. Also share of value-added taxes
(VAT) from import in total value-added tax revenues raised to 17% which was 11% in 1999.
The gap between domestic VAT and VAT from import is closed as of 2011.

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The growth in economy and tightened fiscal policies reduced the vulnerability to crisis of
Turkish economy. However, good performance of budget balance had no positive effect on
balance of payments. Export-import ratio was under 70% except 2001 and 2009. After 2001
Trade deficit increased continuously and in period 1997-2004 CAD/GDP ratio was 1,1% but
in period 2005-2010 the ratio raised to 5,1%.
Graph 1 shows the relation of BD and CAD in the last 15 years.
Figure 1. Budget Deficit and Current Account Deficit in Turkey, 1996-2011
(millions of $)

Source: Electronic Data Delivery System (EDDS), CBRT, 2012.
As seen in the figure, especially after the 2001, Current Account Balance continuously
worsens. However, in this period Turkish economy experienced high growth rates. With the
global financial crises in 2009 CAD decreases sharply. After that it increases sharply too. In
this period BD moves in the opposite direction. According to graph, BD did not rise over 30
billion dollars except 2009. Shrink in economy and decrease in foreign trade decreased budget
revenues in 2009. However in the last decade BD/GDP ratio decreased continuously and
become -1.4% as of 2011. This ratio is less than 3% which is the reference value in Maastricht
Criteria. As of 2011 most of the EU member countries do not meet this criterion.
In this paper it is discussed whether CAD and BD has a correlation with each other and if
there is, in which direction is this relationship. According to hypothesis of this paper there is a
correlation between these two deficits and it is negatively correlated. Because the increase in
trade deficit increases the budget tax revenues and this help to decrease budget deficit.
2. LITERATURE
In economic literature, there are many empirical researches that focused on twin deficit
problem. In 1980’s United States faced with increase in federal trade deficit (TD) and federal
budget deficit together. After that the relationship between trade deficit and budget deficit has
become an important subject for researchers.
Darrat (1988) tried to find the linkage between TD and BD by using data period 1960:I to
1984:IV for United States. He found the evidence of causality from budget deficit to trade
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deficit and stronger causality from trade to budget deficit by using multivariate Granger
Causality Test.
In the other study for the U.S., Enders and Lee (1990) searched the relationship between BD
and CAD in period 1947 to 1987 by using VAR analysis. They found that government
spending innovation generates a persistent current account deficit.
Also, Abelln (1990) examined the relationship between federal budget deficits and
merchandise trade deficit for U.S. He used multivariate time series within autoregressive
model for period 1979:02 through 1985:02. He found that indirectly budget deficits affect
trade deficits.
Another work on US budget deficit and current account deficit linkage is study of BahmaniOskooee (1989). He examined the linkage in period 1973-1985 and concluded that the budget
deficit contribute to current account deficit.
Not only U.S. but also other countries are faced with this twin deficit issue. Therefore, there
are studies about other countries too. Islam (1998) examined the casual relationship between
budget deficits and trade deficits of Brazil from 1973:1Q through 1991:Q4. The results
suggested that there is a bilateral causality between them.
Vamvoukas (1999) used annual data in period between 1948 and 1994 for Greece. He used
error correction model for the analysis and found that budget deficit has short and long run
positive and significant causal effects on trade deficit.
Alkswani (2000) studied on twin deficit problem in petroleum economy by using Saudi
Arabia annual data from 1970 to 1999. In his empirical analysis he used ECM, Johansen
cointegration and Granger bivariate causality tests and as a result found that trade deficit
causes budget deficit.
Also in Turkey, there are many studies focusing on Turkey’s twin deficit problem. Some of
these studies are Ay, et al.(2004), Uğur and Karatay (2009), Aksu and Başar (2005), Utkulu
(2003), Yücel and Ata (2003), Kutlar and Şimşek (2001), Zegin(2000), Sever and Demir
(2007), Akbostancı and Tunç (2002). Some of them used current account deficit variable and
some used trade deficit variable in their empirical studies. Most of them used quarterly data
for Turkey.
Akbostancı and Tunç (2002) used quarterly variables between 1987:Q1 and 2001:Q3. They
used Budget balance and trade balance as a percentage of GDP. By using ECM and
Cointegration analysis the empirical results show that there is a long run relationship between
two and in the short run worsening of budget balance worsens trade balance.
Sever and Demir (2007) used quarterly data between the years 1987 and 2006 to examine the
relationship of budget deficit with current account deficit. By using stationarity test, granger
causality test and VAR analysis they found that budget deficit influence current account
deficit indirectly.
Şimşek and Kutlar (2001) used budget deficit and trade balance seasonally adjusted data in
log form in period 1984(4) through 2000(2). In the analysis stationarity test, granger causality
test, misspecification test, cointegration test and ECM used and found that there is a positive
relationship between two variables and trade deficit increase budget deficit.
Zengin (2000) used seasonally adjusted quarterly data for period 1987:I through 1998:I. The
main variables are trade deficit and consolidated budget deficit as ratios to GNP. In the
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analysis VAR, Variance decompositions and impulse response function used. The result of
the empirical analysis is that budget deficit influence trade balance.
Yücel and Ata (2003) used yearly data from 1975 to 2002. The variables are current account
deficit an budget deficit both in log form. The result of the empirical analysis is that there is a
cointegration between CA and BD and there is a long run positive relationship. Granger
causality test results say that causality is from BD to CA in lag(1) and causality is from CA to
BD in lag (3,4 and 7).
Utkulu (2003) used budget deficit and trade deficit variables as yearly data in period between
1950 and 2000. By using cointegration analysis and ECM, he found that there is a two sided
long run causality between budget and trade deficits.
Ay et al.(2004) used monthly data between 1992 and 2003 for the empirical analysis to find
the linkage between BD and CAD. The variables used in the empirical analysis were in
percentage of GDP. They used Granger Causality test and regression analysis. According to
the empirical analysis there is reciprocal relationship between two variables. According to two
regression analysis the coefficients are positive.
3. MODEL, METHOD AND DATA SET
In this section, a multivariate model has established to investigate twin deficit problem in
Turkey.
BD = β0 + β1 CAD + Ut

(1)

Where BD, CAD, are budget deficit and current account deficit respectively. Budget deficit
(BD) is generally defined as an amount by which some measure of government expenditure
and some measure of government revenue. BD is dependent variable, whereas, current
account is independent variable in this model. And current account deficit (CAD) Current
account deficit includes foreign trade in goods, services and transfers. Current account occurs
when a country’s total import of goods, services and transfers is greater than total export of
goods services and transfers. Many studies in the literature use BD as an independent
variable. But in this study BD is used as dependent variable unlike other studies.
This paper adopted the method of co-integration first found by Engle-Granger (1987),
developed by Johansen (1988) and applied by Johansen and Juselius (1990). This method
depends on direct investigation of co-integration in the vector autoregressive (VAR)
representation and produces maximum likelihood estimators of the unconstrained cointegration vector, but it allows one to explicitly test for number of co-integration vectors.
Johansen’s methodology takes its starting points in the vector auto regression (VAR) of order
p given by;
yt= A1 yt-1 + ……. Apyt-p + Bxt + Ɛt,

(2)

Where yt is a k vector of non-stationary variables I(1), xt is a d vector of deterministic
variable; and Ɛt indicates an innovation vector. This VAR can be written as;
p-1
Δyt= π yt-1 + Σ τiΔyt-I + Bxt + Ɛt,
262

(3)

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

i-1
where
p
π = Σ Ai– I, τi= - Σ Aj.

(4)

I=1
Where cointegration hypothesis defined as a reduced rank of the matrix π is stated in the form
of π = αβ. α and β represent the two matrix which have (kxr)-dimensional and r rank. r is the
number of co-integration (rank), β is a co-integration vector showing long-term effects of
variables in the equilibrium relations and α indicates speed of adjustment in error correction
model. Accordingly an matrix π is estimated from an unrestricted VAR in Johansen method
and tested that specified conditions with reduced rank of π rejected or not. And determined by
the help of Johansen method’s test statistics (λtrace and λmak) how many rank of the matrix π
has.In this context, the data set of the variables used to determine the twin deficit problem in
Turkey belong to1996:Q1-2011:Q4 period. All data were taken from Electronic Data Delivery
System (EDDS) published by the Central Bank of the Republic of Turkey (CBRT). And
Econometric Views (Eviews 5.1) software program was used for all tests and estimates.
4. EMPIRICAL RESULTS AND DISCUSSION
4.1. Pre Tests
Before constructing the Johansen method, it is important to make some process and pre-tests.
Firstly the independent variables were transformed into logarithmic form and variables are
understood to have seasonal effect deseasonalized by using moving average method. Then
checked the univariate time series of variables by using a unit roots test. Here checked unit
roots of variables by adopting the Augmented Dickey Fuller (ADF) (1979) test. ADF unit root
test results can be seen in Table 1.
Variables were initially tested with first-level values and then tested with the levels of receipt
of the first differences. Accordingly determined that all variables are integrated in the same
order I(1). Therefore the necessary pre-condition for co-integration is provided.
Table 1. ADF Unit Root Test
Critical Values
Variables

ADF Test

1%

BD

-2.318258 [3]

-4.1118

CAD

-3.353061 [1]

-4.1104

ΔBD

-9.694507 [2]

-3.5440

ΔCAD

-4.617754 [6]

-3.5526

Note: Trend and intercept term is used as test type for BD and CAD variables,
but only intercept term is used for the first differences of variables (Δ). The
values in square brackets indicates appropriate length of delay according to
AIC.

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It is necessary to determine an appropriate number of delay to apply Johansen
method. There are many measurements in the literature to determine the length of delay;
Akaike Info Criterion, Schwarz Info Criterion, Hannan-Quin Criterion and Recent Forecast
Error Criterion are the most commonly used (Johansen, 1995; Enders, 1995). But these
criterions are not enough on their own. Also there should not be econometric problems in the
length of delay selected with info criterions. According to this, in this model the length of
delay is determined as two. In this context the model presented in Table 2 shows forecasting
of diagnostic test is successfully;
Table 2: Diagnostic Test Results
White
Heteroskedasticity
Chi-sq

Df

Prop

14.897

18

0.669

Jarque-Bera

Df

Prop

0.203535

2

0.9032

0.633672

2

0.7285

Normality Test

4.2. Cointegration Analysis
After checking univariate of all time series variables, now can be tested co-integration among
these two variables (BD and CAD). The purpose of the co-integration test is to determine
whether a group of non-stationary series are co-integrated or not.
According to Table 1, all variables are I(1), that means co-integration relation between
unemployment and independent variables can be investigated by helping of Johansen Cointegration Method. The results of λtrace and λmak statistics are presented in Table 3. λtrace
and λmak statistics helps to find existence of co-integration and number of vectors. According
to the statistics; the null hypothesis (there is no co-integration relation between variables), is
rejected against to alternative hypothesis (there is at least one co-integration relationship
between the variables). In this case, should be concluded the existence of at least one cointegration relationship at 5 % critical value.
Table 3: Co-integration Test

Null
Hypothesi
s (H0)

264

Alternative
Hypothesisi
s (H1)

Eigenvalu
e

Trace and
Mak
Statistics

5%
Critical
Value

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

λTrace

r=0

λTrace
statistic
r&gt;0
0.309956

r≤1

23.57399

15.4947
1

0.571998

3.84146
6

r&gt;1
0.009183

λMak

λMak
statistic

r=0

r=1

0.309956

23.00199

14.26460

r=1

r=2

0.009183

0.571998

3.841466

The co-integration equation is presented in Table 4. According to results of co-integration;
variable coefficients are statistically significant and consistent with what we expected in
hypotheses. CAD has a significant negative effect on BD. When there is a 1% increase in
CAD, BD decreases 0,12%. This finding is consistent with economic theory because
according to Keynesian Approach two deficits have relationship with each other. However,
in contrast to this approach, the direction is from CAD to BD and also coefficient is
negative.
Table 4: Co-integration Equation
BD
Normalized
Co-integration
coefficient (β′)
Adaptation rates
coefficient (α)
Co-integration
Equation

CAD
0.122535

1.000
(0.08580)
-0.000427

-5.23E-05

(7.68E-05)

(0.00019)

BD= 5001.857 - 0.122535CAD

4.3. Error Correction Model
If there is a co-integration relationship among non-stationary variables, there has to be an
error correction representation (Engle &amp; Granger, 1987) which illustrates the dynamic
convergence of the system to the long-run equilibrium. A precondition for the existence of
co-integration is that all the variables are integrated of the same order. If this is fulfilled,
then the residuals from the long-run estimates can be used as the error correction term
(ECT) to explain the short run dynamic. The error correction variable in a short run
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dynamic relationship indicates the proportion of the disequilibrium from one period that is
adjusted in the next period (Cholifihani, 2008; 74).
Error correction model (vector error correction: VEC) was established in order to
investigate the short-run dynamics of variables acting together in the long-run and the
results are presented in Table 5. As seen in Table 5; coefficient of error correction term
(ECt-1) is statistically significant and negative. If the error correction term is negative, that
means deviations in the short-run will be eliminated and series converges to the long-run
equilibrium value again among the series moving together in the long-run. Namely error
correction term is good working. According to the result approximately 87 % of deviations
from the long-run equilibrium value eliminate in each period.
Table 5: Error Correction Model Estimation Results

BAt= β0 + β1CAt-1 + αECt-1+ ut
Variables

Coefficient

t-statistic

BAt-1

-0.049275

-0.33937

CAt-1

-0.247044

-1.45152

ECt-1

-0.874470

-4.69637

Invariable
term

-138.1142

-0.31490

R2 = 0.46

R 2 = 0.44

F = 17.12

5.CONCLUSION
In this paper we tested whether there is a relationship between BD and CAD in Turkey with
the framework of growth. In the last decade, Turkey’s economy performed well. After the
2001 crisis new economic policies strengthened the economy against crises. With the help of
tight fiscal policies, government did not compromise on the budget. However increase in
consumption, appreciated currency, lack of savings and rise in price of energy products
caused increase in trade deficit. As a result current account deficit rose. According to
empirical results there is a significant negative correlation between BD - CAD and the
direction is from CAD to BD. When there is a 1% increase in CAD, BD decreases 0,12%.
Many studies on Turkey do not cover last decade’s data. However this study reflects the
effects of structural changes in Turkish Economy after the period 2001 in terms of BD and
CAD. In this regard empirical results of this study differ than other papers. That is to say, an
increase in CAD helps to fix the budget balance. 2/3 of tax revenues come from indirect taxes
which means most of tax revenues in Turkey come from consumption tax.
It seems that economic growth in Turkey based on consumption which results with CAD.
This is not a sustainable situation. Because, in period of slowdown in the economy cause not
only decrease in CAD but also deterioration of budget balance. This situation reduces the
credibility of the government and the economy. Therefore Turkish economy has to cope with
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CAD not with tax policies but with increasing production facilities. If not, the economy may
face with both deficits at the same time.
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TCMB (2012) Elektronik Veri Dağıtım Sistemi (EVDS), www.tcmb.gov.tr
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The Eu Integration And The Monetary Union: Why England Don’t Join The Euro
Akcay Ekrem Yasar1,Akman Elvettin2,Akman Cigdem2
1Ankara Unıversity,Ankara/Turkey
2Suleyman Demirel University,Isparta/Turkey
E-mails: ey_akcay@hotmail.com,elvettinakman@sdu.edu.tr, cigdemargun@sdu.edu.tr
Abstract
EU which was established in 1957 with Rome Treaties and in 1992 with Maastricht
Treaty made process from economic union towards political union, also has tried considering
the harmony many issues such as agriculture, commerce. One of these issues is monetary
union.
Within the Monetary Union that came into make its plans in 1969 and it was thought
that could prevent the cycle and consider the common monetary policy. In this framework, in
1979, The European Monetary System was established and then in 1986 within the Single
European Act, this process continued and in 1992 with Maastricht Treaty it became clearer.
Then in 1997, The European Monetary Institute was established and finally in 1999,
EURO was accepted as monetary unit for EU members. Now, 17 members put the EURO
account but England hasn’t yet. There are many causes about this issues such as political,
economics, social, national interests. for England. In addition, this issue or policy effected the
other relationships of England.
Keywords: EU, England, The Monetary Union, EURO, National Interests.
1. INTRODUCTION
The idea of integration in Europe begins with Dante in the 13. Century, embodied by the
Organization for European Coal and Steel established by the Treaty of Paris (ECSC) after
World War II in 1951 and the European Economic Community (EEC) established by Treaties
of Rome in 1957, the Union lived an important process of deepening and enlargement over
time (Akçay, Akman and Argun, 2011).
268

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                <text>The Role Of Twin Deficit Problem In Sustainable Growth: An Econometric Analysis  For Turkey</text>
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                <text>Halil , Uçal</text>
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                <text>In economics literature the relationship between budget deficit and current account deficit is  known as twin deficit hypothesis. The Keynesian Approach accepts a relationship between  two deficits. In contrast to this, Ricardian Equivalence Hypothesis defends there is no  relationship between these two deficits. Twin deficit has become the subject of several studies  to test which of these hypotheses are reliable but no consensus has achieved. Some studies  found a relationship from budget deficit to current account deficit but some of them had the  opposite result. Especially after 1980 it is known that many developed and developing  countries encountered with this twin deficit problem. Also Turkey has the problem of twin  deficit. Therefore, it is important to find whether there is a causality between them and the  direction of this causality.  In this study the relationship between budget deficit and current account deficit is examined  by using Johansen Cointegration Analysis. This study is based on period 1996:Q1-2011:Q4.  According to results of co-integration; variable coefficients are statistically significant and  consistent with what we expected in hypotheses. CAD has a significant negative effect on  BD. When there is a 1% increase in CAD, BD decreases 0,12%. This finding is consistent  with economic theory because according to Keynesian Approach two deficits have relationship with each other. However, in contrast to this approach, the direction is from CAD  to BD and also coefficient is negative.  Keywords:Budget Deficit, Current Account Deficit, Sustainable Growth, Econometric  Modeling, Turkey</text>
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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

The Impacts Of Using Additional Teaching Materials On Students’ Performance In
Package Program Education: The Case Of Fidelio And Sejour
Hasan Kinay, Abdullah Akgün, Hakan Çetin, Yusuf Yilmaz, Zeki Akinci
Akdeniz University
E-mails: kinay@akdeniz.edu.tr, akgun@akdeniz.edu.tr, hakanc@akdeniz.edu.tr,
yusufyilmaz@akdeniz.edu.tr, zakinci@akdeniz.edu.tr
Abstract
This study has been carried out to examine the effects of the use of additional teaching
materials on student's performances, during educational activities regarding the use of
package programs in the tourism sector. The study design called for two separate groups.
Students were provided with a laboratory for study outside of course hours. 73 students took
part in practice sessions outside of course hours, while a total of 145 students took the
examinations. While researching the effects of using course books, 93 students took classes
having been provided course books, while a further 97 students took the classes without
course books. A post test controlled experimental design was used to compare the two
groups. The study was carried out with third year students of the Akdeniz University, School
of Tourism and Hotel Management in the fall term of the 2011 – 2012 educational year. To
gather data on the effectiveness of usage of course books, the Fidelio program instructors
applied a test with 10 open ended questions, prepared by employees working in the sector and
using the program and the researchers. For the laboratory effectiveness study, a post test
consisting of 10 questions was prepared by the researchers together with sector employees
and applied to the students. The results of the study were evaluated using the SPSS 15.0
statistical software package. Based on the findings, the researchers have made
recommendations on the use of course books and laboratory study outside of class hours in
applied courses such as package program instruction.
Keywords: Additional Teaching Materials, Package Program Education, Package Program
Usage
1.INTRODUCTION
We are living in an age where global competition pressures are increasing, information is
produced rapidly and the information produced is consumed even faster than it is being
created; the information age. This age is characterized by an increased flow of information
between organizations, individuals and institutions, where the effectiveness of this interaction
is high. The increase of the amount of information, triggered by computer use, has affected
all sectors, including the tourism and hotel sector.
The tourism sector bases activities on the production of services, requiring an active
workforce, while some positions, such as customer service and reception, necessitate a face to
95

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

face relationship with customers, meaning that there is a need for qualified personnel. In the
constantly changing and developing society, it is clear that individuals who can use
information technologies in an efficient way will be considered to be highly qualified and
will be more successful (Kurbanoğlu and Akkoyunlu, 2002). For this reason, those wishing to
find employment in the tourism sector must be skilled in the use of at least one of the
automated systems that are widely used, in order to find employment more easily. The
effective use of information technologies in the tourism industry, in hotels, catering
establishments, travel companies and sub-units of these organizations, facilitates the
management of human resources and increases the efficiency of employees. If human
resources can benefit from information technologies, the quality and global competitiveness
of the tourism industry will increase (Alkaya, 2006).
A study performed in 2004 shows that the greatest issue encountered in computer use in
hotels stems for the users, but more specifically, the training of users. The same study
concludes that “problems caused by the training of users must be decreased” (Kınay and
Kınay, 2004).
An examination of curricula of schools providing tourism education shows that the vast
majority include courses on automated systems used in the sector. The most encountered
problem in automation education is that students are not able to repeat and practice what the
learn in class. Even if the student is able to perform all of the tasks as described by the
instructor, as the students are not able to repeat these tasks outside of the classroom, they
usually come to the next session having forgotten all they have learned. However, being
“informed” in the information age means to develop learning capacities, use information,
obtain new skills and turn this into a consistent form of behaviour (Yıldırım, 2001). Failure to
utilise skills learned in class outside of the classroom means that learning has not really taken
place.
In information technologies education, whether a student owns a computer, how effectively
the student uses computers in daily life, and the social environment all affect the quality of
the learning process. A study performed on “information technology education in primary
schools shows that gender, the educational status of the parents, whether the family owns a
computer, whether the parents assist the child with homework, the student's perceptions and
attitudes towards studying all have a statistically significant effect (Demir, 2008).
In the transition from an industrial society to information society, educational models also
exhibit significant changes. In transitioning to an information society, the teacher's role as a
guide, the student learning through teamwork, management based on educationaladministrative leadership, learning based on personal initiative, variable educations programs,
organizational learning and multi-faceted conceptional learning criteria become important. In
this context, learning through computer laboratory activities, with peers, through debate and
consulting other resources and by joint activities that allow students to complement each
other, is considered to have the potential to be high quality and sustainable.
Many studies show that the use of additional teaching materials has a positive effect on
student success. The effect of computer assisted instruction has been shown to have a positive
effect in science classes (Altunay and Şeker, 2008), English classes (Akdağ and Tok, 2008),
and education with autistic children (Bayram, 2006).
2. INFORMATION TECHNOLOGIES AND PACKAGE PROGRAMS
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All technology used in gathering, processing, storing, transmitting through networks and
presenting information to users, including communication and computing technologies, may
be referred to as “information technologies” (Tonta,1999).
Developments in information technology have also affected the field of software. Two
important developments have taken place in the field of software for end users in an
organizational context. Firstly, instead of specific programs with a single aim developed by in
house software experts or end users, organizations are using package programs developed by
software companies. This trend began with the emergence of affordable and easy to use
software packages designed for micro computers. Today, package programs are available for
almost every sector and are developed and marketed by software companies.

3. USAGE OF PACKAGE PROGRAMS IN THE TOURISM SECTOR
Considering that electronic trade is becoming widespread and will take up an important share
in the total trade volume of all countries, information technology has become an important
issue (Gölönü, 2006). Computer based automation systems have become an important
infrastructural element in the tourism sector. To address this need, many software companies
have developed automation software systems specifically for hotels.
Tourism companies are required to gather information regularly, store this information and
recall it when necessary. Travel agents are required to fill in forms regarding the products or
services that they market as intermediaries, such as accommodation, independent catering
services from restaurants, cafes and bars etc., yacht and boat rental companies, other travel
agencies organizing city tours, airlines, car or limousine rental companies, railways, maritime
transportation companies, and those providing guidance services in museums and places of
interest in order to achieve continuity in their services and therefore achieve efficiency and
customer satisfaction. Therefore, travel agencies are marketing information in a sense. In this
context, travel agencies depend on correct and timely information in their operations, and
information technologies are a vital aspect in management.
As the tourism sector is based on the production and development of information,
information technologies are highly significant. For this reason, there is a multitude of
package programs for tourism operators on the market and it is almost impossible to find a
tourism agency that does not use package programs. Most of the software developed for the
tourism sector targets travel agencies and organizations providing accommodation.
4. PACKAGE
INSTITUTIONS

PROGRAM

EDUCATION

IN

TOURISM

EDUCATION

Software companies marketing to the tourism sector provide most of their automation
software to education institutions providing tourism education for free or a modest fee. For
example, PROTEL, a company representing the Fidelio program provides free education to
instructors giving reception courses in universities, in the scope of the Tourism Education and
Employment Support Project. If the instructor achieves a score of 70 or higher in the
examination at the end of the training, the Fidelio program is provided to the educational
institution free of charge. SAN Bilgisayar, the producer of the Sejour program, used in travel
agency automation, provided the program to schools free of charge, but now is struggling to
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cope with the demand and charges a modest fee. Some other programs such as Newage and
Tourkuaz are free to try or have demo versions.
5. METHODOLOGY
5.1. Aim of the Study
The aim of the study is to identify whether the use of course books and laboratory
sessions outside of class hours, constituting additional teaching materials, has an effect on
student success in applied vocational information technology courses. Furthermore, this study
aims to identify if schools and administrators providing IT systems education should facilitate
the provision of resources and space for students to study outside of class hours, to achieve
higher quality and permanency in learning processes.
5.2. Research Methods
The study consisted of two parts. 73 students took part in laboratory application
sessions outside of class hours, and took the examination which was taken by a total of 145
students. To examine the effectiveness of the use of course books, 93 students were provided
with course books, while 97 students were not. The study used a post test controlled
experimental design. The population for the study was all students receiving package
program education, while the sample selected consisted of third year students at the Akdeniz
University, School of Tourism and Hotel Management, department of travel and
accommodation management. The data was gathered based on the results of the test that was
performed. All data was analyzed using the SPSS 15.0 program.
5.3.Hypothesis
Assuming that practice on the computer is necessary for students to be successful in
package program education, our hypothesis was as follows
H1: Practice with the package program in the computer laboratory outside of class hours,
together with peers, has a positive effect on academic success.
Assuming that students required course books as well as computer practice to be
successful in package program education, our hypothesis was as follows:
H2: Apart from computer practice in package program education, the distribution of course
books has a positive effect on academic success.
6. FINDINGS
In this section, we will examine the hypothesis formulated above. Table 1 displays the
correlation between students practice in computer laboratories outside of class hours and
course success.

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Table 1: Students activities outside of class hours and Success Rates
Correlation

Success

Success

Study Outside
of Class

1

.423**
.000

Study Outside
of Class

146

146

.423**

1

.000
146

146

As shown in Table 1, there is a correlation between the exam results and the time spent by
students in study outside of class hours. The correlation coefficient was found to be .423. As
a result, we can conclude that study in computer laboratories outside of class hours has a
moderate positive effect on academic success (Büyüköztürk et al., 2010a). Based on this data,
we can accept hypothesis H1.
Table 2 shows the results of a t-test analysis performed on independent groups to
identify the effect of the provision of course books apart from computer practice, on
academic success in package program education.
Table 2: The effect of course books
Course Books

N

X

S

Control Group

93

24.3434
44.2151 9

Experimental
Group

93

21.8996
64.1935 0

df

t

p

92

-5.7684 0,000

According to the results of the t-test, shown in Table 2, t(92) = -5.7684, p&lt;0.05, and Cohen’s
d = 0.598. Therefore, we can say that the provision of course books has a statistically
significant effect on student success and this effect (Cohen’s d = 0.598) is moderate
(Büyüköztürk et al., 2010b). The experimental group was observed to have a higher rate of
success. Therefore, we can accept our hypothesis H2.

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7. CONCLUSION AND RECOMMENDATIONS
It has been shown that practice with programs outside of class hours and the provision
of a resource book increases the academic success of students receiving applied package
program education. Therefore, organizations providing package program education should
consider acquiring package program demos, course books and other additional teaching
materials for the use of students in order to increase student learning levels and success rates.
It is clear that the use of additional teaching materials increases the quality of instruction. A
high quality learning process will doubtlessly lead to a higher level of success. Educational
institutions may also consider the possibility of allowing students to log on to the campus
services from their home computers, in order to practice using package programs. Providing
the demo versions of package programs for students to install on their home computers may
also be an effective way to facilitate the learning process.
This study has examined the effects of the usage of course books and laboratory package
program use outside of class hours. Similar studies may be performed on the usage of other
teaching materials. In this study, we have not performed research regarding the permanency
of learning and this may be addressed by other researchers.
REFERENCES
Alkaya, Y. (2006). Turizm Endüstrisinde Bilgi Sistemleri Uygulamasında İnsan
Kaynaklarının Yönetimi, http://ab.org.tr/ab06/bildiri/99.doc, Accessed 10.04.2012.
Akdağ, M., &amp; Tok, H. (2008). Geleneksel Öğretim ile PowerPoint Sunum Destekli Öğretimin
Öğrenci Erişisine Etkisi. Eğitim ve Bilim Dergisi, 33(147), 26-34.
Bayram,
S.
(2006).
Bilgisayar
Destekli
Özel
www.servetbayram.com/otizmce/http/kongre_makale.doc, Accessed 10.04.2012.

Eğitim.

Altunay, A.Y. &amp; Şeker, R. (2008). Bilgisayar Ortamında Hazırlanan Kavram Haritalarının
Bir Öğretim Materyali Olarak Fen Bilgisi Dersinde Kullanılmasının İlköğretim
Öğrencilerinin Başarılarına Etkisi. TSA Dergisi, 12(3): 19-32.
Öğüt, A., Güleş, H.K. &amp; Çetinkaya, A.Ş. (2003). Bilişim Teknolojileri Işığında Turizm
Işletmelerinde Yönetim: Enformatik Bir Bakış. 1. Basım, Ankara: Nobel Yayıncılık.
Yılmaz, M.P. (2007). Chermik: Otel Otomasyon Sistemi. Elektrik-Elektronik Bölümü
Dergisi, .
Akova, O., Sarıışık, M. &amp; Akbaba, A. (2007). Seyahat Acentalarında İşgören Bulma ve
İşgören Seçme Yöntemlerine Yönelik Bir Araştırma. Karamanoğlu Mehmetbey Üniversitesi
İktisadi ve İdari Bilimler Fakültesi Dergisi, 15: 275-296.
Altınöz, M. (2008). Ofis Otomasyon Sistemlerinin Bireysel Performans Üzerine Etkisi.
Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 20: 51-63 .
Kınay, F. &amp; Kınay H., (2004), Konaklama Işletmelerinde Kullanılan Önbüro Paket
Programları Üzerine Antalya Yöresinde Bir Araştırma. TSE Standart dergisi, 43(510): 70-79.
Kurbanoglu, S. &amp; Akkoyunlu, B. (2002). Bilgi Okuryazarlığı: Bir İlkögretim Okulunda
Yürütülen Uygulama Çalışması. Türk Kütüphaneciliği, 16(1): 20 - 41.
Yıldırım, R. (2001). Öğrenmeyi Öğrenmek. İstanbul: Sistem Yayıncılık.
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Balay, R. (2004). Küreselleşme, Bilgi Toplumu ve Eğitim. Ankara Üniversitesi Eğitim
Bilimleri Fakültesi Dergisi, 37(2): 61-82.
Gölönü, S. (2006). Gelişen Teknolojiler, Öğrenen Örgütler ve Halkla İlişkiler. Selçuk
Üniversitesi İletişim Fakültesi Dergisi, 4(3): 73-81.
Düşükcan, M. &amp; Kaya, E.Ü. (2003). İşletmelerde Bilgi Teknolojilerinin Kullanılma Yerleri.
web.firat.edu.tr/daum/docs/13/08düşükcan.doc, Accessed 10.04.2012.
Tonta Y. (1999). Bilgi Toplumu ve Bilgi Teknolojisi, Türk Kütüphaneciliği, 13(4): 363-375
Büyüköztürk, Ş., Çakmak, E., Akgün, Ö., Karadeniz, Ş. &amp; Demirel, F. (2010a). Bilimsel
Araştırma Yöntemleri, Ankara:Pegem Yayınları.
Büyüköztürk, Ş., Çokluk, Ö. &amp; Köklü, N. (2010b). İstatistik, Ankara:Pegem Yayınları.

101

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                <text>This study has been carried out to examine the effects of the use of additional teaching  materials on student's performances, during educational activities regarding the use of  package programs in the tourism sector. The study design called for two separate groups.  Students were provided with a laboratory for study outside of course hours. 73 students took  part in practice sessions outside of course hours, while a total of 145 students took the  examinations. While researching the effects of using course books, 93 students took classes  having been provided course books, while a further 97 students took the classes without  course books. A post test controlled experimental design was used to compare the two  groups. The study was carried out with third year students of the Akdeniz University, School  of Tourism and Hotel Management in the fall term of the 2011 – 2012 educational year. To  gather data on the effectiveness of usage of course books, the Fidelio program instructors  applied a test with 10 open ended questions, prepared by employees working in the sector and  using the program and the researchers. For the laboratory effectiveness study, a post test  consisting of 10 questions was prepared by the researchers together with sector employees  and applied to the students. The results of the study were evaluated using the SPSS 15.0  statistical software package. Based on the findings, the researchers have made  recommendations on the use of course books and laboratory study outside of class hours in  applied courses such as package program instruction.  Keywords: Additional Teaching Materials, Package Program Education, Package Program  Usage</text>
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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Sarlija, N., &amp; Gerec Z, A. (2008). Kratak pregled Basela 2. Retrieved March 20, 2012, from
Economic
Faculty
of
Osijek:
http://oliver.efos.hr/nastavnici/nsarlija/projekti/doc/Kratak%20pregled%20Basela%202.pdf

The Importance of Environmental Accounting in the Context of Sustainable
Development and Within IFRS Evaluation
Hasan Şenol, Hakan Özçelik
Süleyman Demirel University, Isparta, Turkey
E-mails: hasansenol@sdu.edu.tr, hakanozcelik@sdu.edu.tr
Abstract
Nowadays, companies cause a lot of environmental problems because of profit maximization,
the endless needs, rapidly advancing technological developments, unconscious consumption
of natural resources, as they execute their operations. At first glance, these efforts in order to
remove environmental pollution means additional cost to companies in the short term
nevertheless they can have a chance of cost minimization in medium and long term and even
additional income in this process.
To meet the needs of business management and related people about the enviroment,
enviromental accounting has started up. The study of TAS/TFRS accounting in the context of
the enterprises is focused on enviromental accounting and its importance, reflecting the
financial progress on enviromental sensitivity reports and sharing those info with the
community. There is no relevant TAS/TFRS on the accounting for and the reporting of
environmental costs within the existing set of TAS/TFRS. Because, the accounting principles
set out in the existing set of TAS/TFRS are already adequate to deal with the accounting for
and the reporting of environmental costs. Also, in our study various suggestions were made
for he healthy functioning of enviromental accounting.
Keywords: Turkish Accounting Standards, Turkish Financial Reporting Standards,
Environmental Accounting,
1.INTRODUCTION
The main goal of economic development and welfare, environmental balance and sustainable
development model has led to awareness of nature should be protected. Optimum use of
resources being wasted, the effectiveness of natural resources, environmental protection and
economic growth and environmental quality of the flood to provide a working model of
integration. Sustainable development, social, ecological, economic, spatial and cultural
dimensions of a concept (Yıldıztekin, 2009:368).
When environmental problems that appeared together with industrialization process have
reached serious levels round the world, preventative or decremental solutions for these
problems have been sought by developed countries. These environmental problems
experienced with industrialization caused a better understanding of importance of sustainable
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development concept with time. As a result of increased sensitiveness about environment,
environmental accounting approach appeared.
Although the environmental pollution is a common problem of all countries, the importance
of environment has been understood in recent years. Industries are becoming progressively
more aware of the environmental and social liabilities pertaining to their operations and
products. In addition to social pressure, accounting and especially environmental costs are
critically important to form this environmental awareness. In the 1970s, environmental
accounting has gained increasing significance, particularly in Western countries. The
Environmental Accounting research has focused on “Sustainable Development” and aimed to
provide balance between economy and ecology (Lazol&amp; Muğal&amp;Yücel, 2008:56).
2.SUSTAINABLE DEVELOPMENT
The concept of sustainable development was stated at first in the report of Our Common
Future prepared by Commission on Environment And Development of United Nations in the
year of 1987 and has become prevalent. "Sustainable Development" a development model
that tries to ensure integration between the economy and the environment. Sustainable
development, the present generation without compromising the ability of future generations to
meet their own needs to meet the needs identified as a development approach. In other words,
without a reduction of the natural capital stock of today's generations to future generations
that they have the same welfare level (Çetin, 2006:2). In realizing sustainable development
governments, NGO’s and all other economic actors have important roles in an international
scope. Sustainable development has the following historical processes.







1972 Stockholm: The United Nations Conference on the Human Environment
1976 Habitat-1 Meeting
1987 Brundtland Report, Our Common Future (defined sustainable development)
1992 The United Nations Rio Conference
1997 Rio+5 Summit
2002 Johannesburg Summit (Rio+10)

The concept of sustainable development, business decision-making over the last decade of
planning, social justice, environmental protection and economic development have expanded
by including the importance of real-time (Rondinelli&amp; Bery, 2000).
3.ENVIRONMENTAL ACCOUNTING
The importance of environmental accounting is increasing because of increasing of
environment problems, economic, social and technological developments. Environmental
accounting which is for sustainable development is required.
The term environmental accounting has many meanings and uses. Environmental accounting
can support national income accounting, financial accounting, or internal business managerial
accounting (EPA, 1995:1).
Environmental accounting system as include both national and business accounting, and deals
with both financial and non-financial information (Schaltegger, 1997:87). Environmental
accounting, accounting and demonstration of financial statements events related to the
environment of financial qualities.
Environmental accounting defines as the process of environment-based categorization of
business activities, collecting, analyzing and then monitoring this environment-related
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activities, then put all these information into business balance sheet to help an organization’s
decision making (Tüsiad, 2005:18).
EA is a broad term which can be used in various contexts such as (IFAC 2005):
 The evaluation and disclosure of environment-related financial information for
financial accounting and reporting purposes;
 The evaluation and use of environment-related monetary and physical information,
that is, EMA;
 Full Cost Accounting (FCA) which involves the estimation of external environmental
impacts;
 Natural Resource Accounting (NRA) which is accounting for the monetary and
physical flows and stocks of natural resources;
 The aggregation and reporting of accounting information, including natural resource
accounting and other information, at the organization-level for natural accounting
purposes;
 In the broader context of sustainability accounting which requires consideration of
environment-related monetary and physical information.
3.1.Scope of Environmental Accounting
The scope of Environmental Accounting is very broad . It includes corporate level, national &amp;
international level. The following aspects are included in EA (Chauhan, 2005:721):
1. From Internal point of view investment made by the business sector for minimization
of losses to environment. It includes investment made into the environment saving
equipment/devices. This type of accounting is easy as Money measurement is
possible.
2. From external point of view all types of loss indirectly due to business
operation/activities. It mainly includes:
 Degradation and destruction like soil erosion, loss of bio diversity, air pollution, water
pollution, voice pollution, problem of solid waste, coastal &amp; marine pollution.
 Depletion of nonrenewable natural resources i.e. loss emerged due to over exploitation
of nonrenewable natural resources like minerals, water, gas,etc
 Deforestation and Land uses. This type of accounting is not easy, as losses to
environment cannot be measured exactly in monetary value.
3.2. Forms of Environmental Accounting
There are four form of environmental accounting. These are; Environmental Financial
Accounting (EFA), Environmental Cost Accounting (ECA), Environmental Management
Accounting (EMA), and Environmental Nation Accounting (ENA).
EFA, ECA, and
EMA are related to corparate (business) accounting.
3.2.1 Environmental Financial Accounting (EFA)
Environmental financial accounting (EFA), data about financial events collects, analyzes,
records and reports. Data of EFA make up generally environmental cost. Environmental
information of business is shown in financial statements by means of EFA.

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Financial Accounting with a particular focus on reporting environmental liability costs and
other significant environmental costs (Chauhan, 2005:721). Environmental accounting,
financial accounting measurement procedures to apply carefully (Gray&amp;Bebbıngton
&amp;Walters, 1993:7).
3.2.2 Environmental Cost Accounting (ECA)
An advanced step of development of environmental accounting is development of
environmental cost accounting (ECA). Cost accounting is defined as use of the accounting
record to directly assess costs to products and processes. In this approach, costs are accounted
for by their specific causes. Environmental cost accounting directly places a cost on every
environmental aspect, and determines the cost of all types of related action. Environmental
actions include pollution prevention, environmental design and environmental management.
Past approaches on environmental impacts were based mainly on environmental cleanup costs
and past product disposal (Yakhou &amp; Dorweiler, 2004:68).
Environmental costs comprise both internal and external costs and relate to all costs occurred
in relation to environmental damage and protection. Environmental protection costs include
costs for prevention, disposal, planning, control, shifting actions and damage repair that can
occur at companies and affect governments or people (United Nations, 2001:11).
The IFAC (2005) categorized environment-related costs into four types as follows, claiming
that this categorization is based on widely accepted international practice and best practice
(IFAC, 2005:12-13):
Environmental activity type costs such as waste prevention and control;
Costs that represent traditional accounting such as labour and materials;
Environmental domain type costs such as land, air or water; and
Costs which reflect data visibility in the accounting records such as hidden and obvious costs.
3.2.3 Environmental Management Accounting (EMA)
Environmental management accounting (EMA) is defined as the generation, analysis and use
of financial and related non-financial information, to support management within a company
or business . EMA integrates corporate environmental and business policies, and thereby
provides guidance on building a sustainable business (Yakhou&amp;Dorweiler, 2004:68).
EMA is broadly defined to be the identification, collection, analysis and use of two types of
information for internal decision making (UN, 2001:7-10):
-

Physical information on the use, flows and destinies of energy, water and materials
(including wastes) and
Monetary information on environment-related costs, earnings and savings.

Management accounting with a particular focus on material and energy flow information and
environmental cost information. This type of accounting can be further classified in the
following subsystems (Chauhan, 2005:720):
-

Segment Environmental Accounting: This is an internal environmental accounting
tool to select an investment activity, or a project, related to environmental
conservation from among all processes of operations, and to evaluate environmental
effects for a certain period.
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-

Eco Balance Environmental Accounting: This is an internal environmental accounting
tool to support PDCA for sustainable environmental management activities.
Corporate Environmental Accounting: This is a tool to inform the public of relevant
information compiled in accordance with the Environmental Accounting. It should be
called as Corporate Environmental Reporting. For this purpose the cost and effect (in
quantity and monetary value) of its environmental conservation activities are used.

3.2.4 Environmental National Accounting (ENA)
National Level Accounting with a particular focus on natural resources stocks &amp;flows,
environmental costs &amp;externality costs etc. Need of Environmental Accounting at Business
Level: It helps to know whether business has been discharging its responsibilities towards
environment or not (Chauhan, 2005:721).
Evaluation of the Environmental Accounting In the Framework of TFRS
IAS / IFRS, preparers of financial information in the information recording and reporting
process and set of standards published in order to create a common language between users.
The new Turkish Commercial Law (TCL), according to Small and Medium Scale Enterprises
(SME) commercial books of business while remaining on the quality of individual and
consolidated financial statements of the editing, Turkey Accounting Standards Board (TASB),
issued by Accounting Standards in Turkey, the accounting conceptual framework which is an
integral part of these interpretations and principles and apply them must comply exactly. In
small and medium sized enterprises SME / TFRS subject.Large-scale enterprises involving
TAS / TFRS in terms of environmental accounting, environmental accounting in many places,
although the referral to be seen whether a standard is specifically designed for environmental
accounting. Businesses related to the accounting standards that may be relevant, the following
is stated on the environment (Aktürk, Akcanlı, Şenol, Akyüz, 2011:818-819).











Conceptual Framework of Financial Reporting, according to the standard required
bybusiness information users can produce all kinds of information are emphasized.
Accordingly; TAS/ IFRS in preparation
of any
report regarding environmental accounting,
although there
is
no
obligation to prepare such a report does not seem an obstacle.
IAS 1 Presentation of Financial Statements; according to the standard of management
can prepare a report describing the company financial performance. Especially in
industries where environmental factors are important, environmental factorsdescribed
in the various reports issued emphasized.
IAS 16 Property, Plant and Equipment; environmental reasons obtain it focuses
on items of tangible assets. In this context it considers appropriate in relation to a
business environment to acquiretangible fixed assets and depreciation reserve seem an
obstacle.
IAS 36 Impairment of Assest; according to the standard as a business accessible to
the environment-relatedimpairment of tangible and intangible fixed assets if the
asset's carrying amount is reduced to its recoverable amount. The impairment loss
is treated as a demotion.
IAS 37 Provisions, Contingent Liabilities and Contingent Assets; according to the
standard, as a result of damage to the environment is stated to leave provision for fines
and cleanup costs.
IAS 38 Intangible Assets, according to the standard in line with IAS 16 in respect of a
business environment, allowing acquire the intangible assets.

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Businesses, which will come into force in July 2012 according to the provisions of the new
TCL, environmental accounting, including accounting practices of all TAS / IFRS in
accordance with will.
Table 1: Environment related financial reporting standards
IFRS/IAS
number

Title and/ or description

Relevant paragraph(s). Paragraph
numbers in parenthesis

Remarks

Framework

Framework
for
preparation
&amp;
presentation of financial
statements

Accountability (14), relevance (26),
materiality (29 &amp;30), substance
(35), neutrality (36), prudence (37),
completeness (38), liabilities &amp;
obligation (60), capital maintenance
(81), probability (85), measurement
reliability (86), recognition of
liabilities (91)

Statement to the effect that
sustainability is within the
bounds of the conceptual
framework of IASB and
FASB

IAS 41;

Specialized industries

IFRS 6

Exploration &amp; evaluation
of mineral resources

Paragraph (11): requirement for
provision and contingencies

IFRIC 3
(withdrawn)

Emission rights
allowances

Several paragraphs deal with
whether government allocated
rights; and the accounting treatment
at the start of emission, and the
setting aside of provisions.

IAS 20

Government Grants

IFRIC 5 Jan
2006

Decommissioning,
restoration
environmental
rehabilitation funds

Sector’s sensitivity to the
environment.
See
ISO
classification and Wiseman’s
disclosure scores.

and

Initial acquisitions of emission
rights &amp; allowances recorded as
assets whose valuations are subject
to impairment tests.

&amp;

Purpose of fund (1), voluntary &amp;
required contribution to the fund
(2), geographically dispersed sites
(2),
independent
trustees,
accounting for interest in the fund
(7), obligations to make additional
contributions
(10),
contingent
liability (10), reimbursement rights
86

Refer to statistics about
emissions;
production of
pollutants;
toxic
waste
disposal systems, ground
water pollution &amp; land
degradation;
depletion,
industrial
accidents;
environmental impact studies.
Kyoto
Agreement,
Copenhagen
Summit;
Agreement versus treaty;
efficiency of national and
global allocation systems,
speculation and transferability
of emission rights; whether
climate
change
has
o
boundaries;
markets
for
trading emission and similar
rights and their derivatives;
sovereign rights; global shared
databases (REA).
Government grants could be
influenced by the politics of
the day. Government can
over/under supply the rights
certificates;
endemic
corruptions in the public
sector might frustrate the
system.
Disclosure of the size of the
fund; arms length of the
trustees; plans for additional
contributions; responsibility
for
past
degradations;
adequacy of the fund.

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

(BC 12)
Core principle (1), nature of an
operating segment (5), aggregation
criteria (12), quantitative thresholds
(13), disclosure (20), profit/loss/
assets
and
liabilities
(23),
measurement (25), geographical
information (33)

IFRS 8

Operating segments

IAS 27, IFRS
3, IAS 28 and
IAS 31, SIC
12

Consolidation,
investments in mergers
and acquisitions, interests
in joint ventures and
associates; consolidation
of
special
purpose
entities

Several paragraphs relate to
ownership, risk, reward, and
significant influence.

IAS 37

Provisions,
contingent
liabilities &amp; contingent
assets

Several paragraph that require
charging current earnings for
setting aside normal provisions and
contingent liabilities.

IAS 8

Accounting
policies,
changes in accounting
estimates and errors

Accounting
policies
(10),
retrospective
application (22),
warranty obligations (32 &amp;33),
errors (41), prior period errors (49),,
impracticability of retrospective
adjustments (51, 52&amp;53)

IAS 1

Presentation of financial
statements

IFRS 1

First time adoption of
IFRS

Material omissions (7); purpose of
financial statements (9), fair
presentation (15), rectification of
accounting policies (18), going
concern (25), provisions (54),
estimation uncertainty (125)
Accounting policy 97), fair value
(16),
compound
financial
instruments
(23),
parents,
subsidiaries, joint ventures &amp;
associates
(24),
changes
in
decommissioning, restoration and
similar liabilities (25E), non IFRS
comparative information (36),
reconciliations (39)

IFRS 7, IAS
37 &amp; IAS 39,
IFRS 9, IAS
38

Financial
instruments
disclosure, presentation
and recognition and
measurement, intangibles
&amp; impairment

For a global company whether
its branches and subsidiaries
are
operating
in
environmentally
sensitive
sectors; and whether the
segment meets the quantitative
threshold, or whether it is
required
to
prepare
consolidated
financial
statements, and whether its
segments meet international
standards.
Group
&amp;
consolidated
statements are prepared for
listed legal entities. Listed and
unlisted companies might be
sued
for
violating
environmental standards in
countries
where
their
segments operate/operated in
the past. This in turn might
trigger an unbundling wave.
Absence and inadequacy of
provisions suggests earnings
inflation which in turn affects
intrinsic (fundamental) values
of equities.
The extent to which past
earnings require restatement,
and how this is going to be
shown in past, present and
future financial statements
(retrospective &amp; prospective
adjustments).
Minimum set of information
that must be included in the
comprehensive
financial
statements of environmentally
sensitive companies.
Fair value of environment
related assets, liabilities and
provisions.

Disclosure of past and present
environment related risk(s);
qualitative and quantitative
description of the effective
and non effective hedging
strategy; fair value of carbon
derivatives
and
other
environment related assets and
liabilities.

Source: Negash M., IFRS and Environmental Accounting, (December 1, 2009)
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Available http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1516837

4.CONCLUSION
Environmental accounting is a tangible tool in the application of sustainable development.
Environmental accounting to be called as “green accounting” is also requirement of social
responsibility of the enterprises.
The importance of environmental accounting is increasing because of increasing of
environment problems, economic, social and technological developments. Environmental
accounting is a tangible tool in the application of sustainable development. Environmental
accounting to be called as “green accounting” is also requirement of social responsibility of
the enterprises.
Reporting of financial transactions have been recorded and concerned about environmental
activities has become a necessity. This reporting process is accomplished through
environmental accounting.
Environmental accounting
practice between businesses and
the
public production
form communications about environmental aspects. This will provide an important
contribution to sustainable development.
The most important element of environmental accounting environmental costs. Focus on the
environmental costs, environmental costs will be controlled facility. According to the types of
environmental costs should be included in the accounting information system. Environmental
costs (Environmental activity type costs, Costs that represent traditional accounting,
Environmental domain type costs, Costs which reflect data visibility in the accounting
records) have been recorded according to the types of expenses according to their
functions should be reflected in costs and expenses of the period.
REFERENCES
Aktürk A. &amp; Akcanlı F. &amp; Şenol, H. &amp; Akyüz, Y. (2011). The Importance Of Environmental
Accounting in Hotel Companies in TAS/TFRS Context, 1.Uluslararası 4.Ulusal Turizm
sempozyumu, Isparta-Türkiye, p. 815-824.
Chauhan M., (2005). Concept of Environmental Accounting and Practice in India”, The
Chartered Accountant, p.720-726.
Çetin M. (2006). Teori Ve Uygulamada Bölgesel Sürdürülebilir Kalkınma, Cumhuriyet
Üniversitesi, İktisadi ve İdari Bilimler Dergisi, Cilt 7, Sayı 1, p.1-20.
EPA: An Introduction To Environmental Accounting as a Business Mangement Tool: Key
Concepts And Terms, Washington, (1995).
Gray R. &amp; Bebbington J. &amp; Walters D. (1993). Accounting For The Environment, Founded
by the Chartered Association Of Certified Accountants, England.
International Federation of Accountants (IFAC) (2005). Environmental Management
Accounting.Available:
http://www.ifac.org/news/lastestreleases.tmpl?nid=1124902574170148 (20 April 2012).
Lazol İ.&amp;Muğal E. &amp;Yücel Y. (2008). Sürdürülebilir Bir Çevre İçin Çevre Muhasebesi Ve
Kobi'lere Yönelik Bir Araştırma, Muhasebe ve Finansman Dergisi, Sayı: 38, s. 56-69.
Negash M., IFRS and Environmental Accounting, (December 1, 2009)

88

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Available http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1516837
Rondinelli, D.A.&amp; Bery, M. A. (2000). Environmental Citienship in Multi-national
Corporations: Soial Responsibility and Sustainable Development, European Management
Journal, Vol.18, No:1, p:70-84.
Schaltegger S. (1997). Information Costs, Quality of Information and Stakeholder
Involvement-The Necessity of International Standards of Ecological Accounting, EcoManagement and Auditing, Vol. 4 (3), 87-97.
Tüsiad, (2005). Şirketlerin Yeni Yönetim Aracı: Çevresel Muhasebe, Yayın No. -T/200506/404, Haziran.
United Nations Division for Sustainable Development, (2001). Environmental Management
Accounting, Procedures and Principles.
Yakhou M., Dorweiler V.P. (2004). Environmental Accounting: An Essential Component of
Business Strategy, Business Strategy and the Environment, Volume 13, p.65-77.
Yıldıztekin, İ. (2009). Sürdürülebilir Kalkınmada Çevre Muhasebesinin Etkileri, Atatürk
Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Sayı:13 (1): 367-390.

The Banks And Sustainable Development
Violeta Madzova
University Goce Delcev, Faculty of economics-Stip , Republic of Macedonia,
violeta.madzova@ugd.edu.mk
Abstract
This paper focuses on the role of the banks in supporting sustainable development.
Its objective is to examine recent trends in banking and sustainable development, as well as
to assess the implementation and application of the sustainable development policies adopted
by the banks in the banking sector in Republic of Macedonia.
For that purpose it is made a comprehensive analysis on the trends of “sustainable finance”,
as well as research on the practices in the Macedonian banking sector in supporting
sustainable society.
Namely, at the beginning of the 21st century, the banks in the industrial world have become
complex financial organizations that offer a wide variety of services to international markets
and control billions of dollars in cash and assets. Supported by the latest technology, banks
are working to identify new business niches, to develop customized services, to implement
89

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                <text>Nowadays, companies cause a lot of environmental problems because of profit maximization,  the endless needs, rapidly advancing technological developments, unconscious consumption  of natural resources, as they execute their operations. At first glance, these efforts in order to  remove environmental pollution means additional cost to companies in the short term  nevertheless they can have a chance of cost minimization in medium and long term and even  additional income in this process.  To meet the needs of business management and related people about the enviroment,  enviromental accounting has started up. The study of TAS/TFRS accounting in the context of  the enterprises is focused on enviromental accounting and its importance, reflecting the  financial progress on enviromental sensitivity reports and sharing those info with the  community. There is no relevant TAS/TFRS on the accounting for and the reporting of  environmental costs within the existing set of TAS/TFRS. Because, the accounting principles  set out in the existing set of TAS/TFRS are already adequate to deal with the accounting for  and the reporting of environmental costs. Also, in our study various suggestions were made  for he healthy functioning of enviromental accounting.  Keywords: Turkish Accounting Standards, Turkish Financial Reporting Standards,  Environmental Accounting,</text>
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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

The Role of Tourism Incomes in the Reduction of Foreign Trade Deficit:
A Comparative Analysis of Turkey and Bosnia-Herzegovina
Hasan Şenol, Faik Ay, Mehmet Dinç
Süleyman Demirel University, Isparta, Turkey
E-mails: hasansenol@sdu.edu.tr, faikay@sdu.edu.tr, mehmetdinc@sdu.edu.tr
Abstract
The Foreign Trade deficit, one of the most important problems in both developed and developing
countries, has been occasionally leading to crises and recessions. Nations benefit from the
tourism incomes in the reduction of foreign trade deficit at utmost level. Developing countries
such as Turkey and Bosnia-Herzegovina structurally need foreign resources to be able to solve
the sustainable development and foreign trade deficit problems. In this context, foreign currency
inputs obtained from tourism and regarded as “service industry,” have importance in the
reduction of foreign trade deficit of nations. In this sense, tourism industry has a role in both
acquiring resources needed and in reducing the foreign trade deficit.
This paper aims to present the role and importance of tourism incomes in reduction of foreign
trade deficit in Turkey and Bosnia-Herzegovina comparatively.
Keywords: Tourism industry, Tourism incomes, Foreign trade deficit, Developing countries,
Turkey, Bosnia-Herzegovina.
1.INTRODUCTION
Foreign trade deficit, which is one of the most important problem in both developed and
developing countries and current account deficit which comes into existence as a result of foreign
trade deficit, at times causes crises and stagnations in economies.
Foreign trade deficit emerges when the import of a country exceeds the export, and is a factor
which has tremendous influence on current account deficit. When the reasons of foreign trade
deficit in development countries are examined, the supply of energy from abroad, the import of
exported intermediate goods, investments in technology, and the consumption of luxury goods
emerge as the main causes.
In closing their deficit, countries benefit from tourism incomes at utmost level. Due to their
structures, developing countries such as Turkey and Bosnia-Herzegovina need foreign resources
to be able to solve the sustainable development and foreign trade deficit problems. In this context,
the foreign currency obtained from tourism, also known as “a factory without chimney,” acquires
importance in reducing foreign trade deficit as well as current account deficit. In this sense,
tourism industry has an important role in both acquiring the resources needed and in closing the
deficits.
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2.ECONOMIC IMPACTS OF TOURISM
Since the second half of the 20th century, tourism became one of the fast-developing and
expanding sectors in world economy. As many other industries, it has been often used as a tool
for regional and national development. The tourism sector became an important factor with its
role in widely creating employment and tax incomes, in mitigating the problems of balance of
payment, and in contributing to regional and national economic development. (Çımat&amp;Bahar,
2003:2)
* World tourism contributed $852 billion to world economy in 2009 with an approximate number
of 822 million tourists.
As to Turkey, the country hosted 25,5 million tourists in 2009 and obtained an income of $21,3
billion. By taking a share of % 2.5 in the world tourism market, Turkey became the 9th country in
the ranking of tourism incomes. ( http://www.ttyd.org.tr)
The development of tourism in a country can create various advantages and costs in various
areas. These differences emerge out of the variety in the economic structures and conditions of
the countries and regions. However, the monetary and real effects of tourism in countries’
economies are seen as the most efficient tools in solving the economic problems of developing
countries and in enhancing development. (Durgun, 2006:17)
When the economic impacts of tourism are taken into consideration at a macro level, it is seen
that it influences a country’s economy in two major ways. The first involves the effects described
as of monetary quality. This type of effects is the monetary impacts that the consumption
expenditures of tourists create in the economy. Another influence of touristic expenditures is the
total of effects known as of real quality, which emerges out as production and employment
surplus. (Çuhadar, 2006:33)
Tourism in our days is known as the temporary movement of people from their place of dwelling
to different countries with the aim of fulfilling their socio-cultural and psychological needs such
as sightseeing, resting, learning, and having fun. Even though it has social and cultural
dimensions, tourism is most examined in its economic aspect. Having become a massive
economic phenomenon since the 1980s, it has positive influences especially in the economies of
developing countries, a situation which features its economic aspect. With its dynamic and
economic nature, tourism almost constitutes a point of exit in solving the national and
international financial problems that country economies encounter and in overcoming
bottlenecks. (Kar&amp; Zorkirişçi&amp;Yıldırım, 2004:88)
When the economic impacts of tourism in Turkey are examined, it is seen that tourism constitutes
a sector which plays an important role in closing the deficit in the balance of payment in addition
to contributing foreign currency to the national income, and which contributes to the reduction of
unemployment by providing employment opportunities to masses. (Çuhadar, 2006:33)
Tourism’s financial impacts are generally evaluated with qualitative measurements as monetary
and real economic impacts.
The monetary movements and monetary changes that the consumption expenditures of tourists
create in a country’s economy are called monetary economic impacts. Tourism movements
51

�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

change the balance of payments in a country by first affecting the supply and demand of foreign
currency.
The monetary economic impact of Tourism is as follows:




The effect of foreign exchange supply and demand for Tourism,
The effect of foreign exchange balance,
The effect of price stability.

Among the main monetary impacts of tourism are its effect in the balance of international
payments with the increase in foreign currency supply, the revitalization of the economy with the
influence of tourism income and distribution, the creation of value-added tax on national income,
its role in increasing state income, and its influence on internal prices. Tourism’s influence on
employment, its effect on other sectors and on infrastructure are evaluated as real economic
impacts. ( Avcıkurt, 2003:26)
In addition to its monetary effects, tourism has real effects such as creating income in the
economy, opening up new employment and occupation areas, reducing unemployment by
expanding the business volume, and revitalizing the sectors of agriculture, industry, and services.
(Durgun, 2006:25)
2.1.Positive Economic Impacts of Tourism
Positive economic impacts of Tourism can offer the following itemized as follows:
• the impact on the balance of payments,
• to effects employment creation
• to encourage investments,
• Income effect of creative,
• Inter-regional balanced development, and development impact
• impact of other economic sectors.
2.2.Negative Economic Impacts of Tourism
Development of Tourism over time, decrease tourism benefits provided, would lead to negative
developments indicate. Negative economic impact of tourism in this context, the following
substances are as follows:
• Import effect
• inflationary pressures of Tourism,
• the effect of opportunity cost,
• the effect of seasonality of Tourism,
• the effect of foreign capital,
• Economic activity is causing the transition from manufacturing economy to tourist economy.
2.3.The Place of Tourism in Turkish Economy and Its Role in Reduction of Foreign Trade
Deficits
The charts showing the share of foreign currency incomes generated by tourism within GDP and
export incomes, and the numbers of total employment that it provides demonstrate that tourism
has an important role for the economy of the country.
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

Tourism incomes have an important role in reducing the current account deficit in Turkey.
However, in recent years, even though tourism incomes have increased, their share within GDP
and export incomes have decreased.
Developing economies realized the dynamic impacts that tourism has on the economy in
overcoming the economic problems and the bottlenecks that they face. Gaining importance at
local and regional levels, the tourism sector increases the economic appeal of the region with its
revitalization of other sectors, the share of foreign currency income within GDP and export
incomes, and the employment opportunities that it creates.
In recent years, the share of the service sector in the economy of the country has demonstrated an
expansion much bigger than the shares of agriculture and industry. At this point the share of the
developed service sector is even larger. Tourism is an important sector which creates and markets
services, and its driving force is touristic businesses.
Chart 1 demonstrates the GDP, Export, Import, Foreign Trade Deficit and Tourism Incomes for
the past 5 years in Turkey. (www.tuik.gov.tr)
Chart 1: The Share of Tourism Incomes in Turkey in Closing Foreign Trade Deficit

YEARS

GDP

EXPORT

IMPORT

FOR.TRADE

(BILLION $)

(BILLION $)

(BILLION $)

DEFICIT
(BILLION $)

TOURISM
INCOMES
(BILLION $)

TOURISM
INCOME/F.
TRADE DEF.

TOURISM
INCOME/
GDP

(%)

(%)

2007

650.1

107,272

170,063

-62,791

18.5

29,4

2,8

2008

736,3

132,027

201,964

-69,937

21.9

31,3

2,9

2009

614,2

102,143

140,928

-38,785

21.2

54,6

3,4

2010

730,9

113,883

185,544

-71,661

20.8

29,0

2,8

2011

770,1

134,969

240,838

-105,869

23.0

21,7

2,9

When data for the last 5 years is examined for both countries, we see a foreign trade deficit for
every year. Here we will not dwell upon the reasons for this deficit nor the ways in which it can
be prevented. Instead we will elaborate on the importance and value of tourism in the financing
of these deficits.
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�3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

When examined from the perspective of Turkey, tourism incomes have been efficient in closing
the deficit. Data from 2009 shows that tourism succeeded at closing 55% of the foreign trade
deficit. The low value of foreign trade deficit in 2008 due to the world financial crisis should be
noted. As to 2011, when tourism incomes have peaked, the deficit also peaked, and 21.7% of the
deficit has been met. Another factor which should be taken into consideration is that, except for
2009, Turkey’s tourism incomes have been increasing.
2.4.The Place of Tourism in Bosnia-Herzegovina Economy and Its Role in Reduction of
Foreign Trade Deficits
Chart 2 demonstrates the GDP, Export, Import, Foreign Trade Deficit and Tourism Incomes for
the past 5 years in Bosnia-Herzegovina.( http://www.bhas.ba)
Chart 2: The Share of Tourism Incomes in Bosnia-Herzegovina in Closing Foreign Trade
Deficit

YEARS

GDP

EXPORT

IMPORT

FOR.TRADE

(BILLION $)

(BILLION $)

(BILLION $)

DEFICIT
(BILLION $)

TOURISM
INCOMES
(BILLION $)

TOURISM
INCOME/F.
TRADE DEF.

TOURISM
INCOME/
GDP

(%)

(%)

2007

15.2

4,151

9,720

-5,569

702.3

12,6

4,6

2008

18.5

5,021

12,188

-7,167

689.5

9,6

3,7

2009

16.9

3,929

8,778

-4,849

622.8

12,8

3,6

2010

16.8

4,804

9,220

-4,416

564.2

12,7

3,3

2011

17.9

5,579

10,380

-4,801

533.4

11,1

2,9

When tourism incomes are evaluated in terms of years, a considerable decrease in tourism
incomes can be seen. Parallel to this fall, the effect of tourism incomes in closing foreign trade
deficit also decreases. Even though the precautions taken to increase tourism incomes, which
have such a big impact on economies, do not provide radical solutions to economic problems,
they display tourism’s active role in reducing foreign trade deficit.

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3.CONCLUSION
It will be possible to reduce foreign trade deficit by decreasing dependence in foreign industry
products, by producing and selling goods with high value, by terminating foreign dependence in
the energy sector, and by reducing the consumption of luxury goods. Besides these, another
factors which should not be ignored, is the tourism incomes that have an important role in
reducing the deficits.
The tourism sector in Turkey has undergone a major development especially after 1980, and by
providing a foreign currency input, it played an important role in reducing foreign trade deficit
and unemployment as well as in ameliorating the balance of payments. (Çımat&amp;Bahar, 2003, p.1)
REFERENCES
Avcıkurt C. (2003), Turizm Sosyolojisi, Detay Yayıncılık, 1.Baskı, Balıkesir.
Çımat A., Bahar O. (2003) Turizm Sektörünün Türkiye Ekonomisi İçindeki Yeri Ve Önemi
Üzerine Bir Değerlendirme, Akdeniz Üniversitesi İ.İ.B.F. Dergisi, Sayı:6, p.1-18.
Çuhadar M., (2006) Turizm Sektöründe Talep Tahmini İçin Yapay Sinir Ağları Kullanımı Ve
Diğer Yöntemlerle Karşılaştırmalı Analizi (Antalya İlinin Dış Turizm Talebinde Uygulama),
Yayınlanmamış Doktora Tezi, Süleyman Demirel Üniversitesi, Sosyal Bilimler Enstitüsü, Isparta,
2006.
Durgun A., (2006) Bölgesel Kalkınmada Turizmin Rolü: Isparta Örneği, Yayınlanmamış Yüksek
Lisans Tezi, Süleyman Demirel Üniversitesi, Sosyal Bilimler Enstitüsü, Isparta.
Kar M., Zorkirişçi E., Yıldırım, M. (2004), Turizmin Ekonomiye Katkısı Üzerine Ampirik Bir
Değerlendirme, Akdeniz Üniversitesi İ.İ.B.F. Dergisi, Sayı:8, , s.88.
http://www.ttyd.org.tr/cms-files/file/magazine-file2012-1-9-11-24-8-371-TYD.son.pdf
2012)
www.tuik.gov.tr (20-04-2012)
http://www.bhas.ba/ (20-04-2012)

55

(28-04-

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                <text>The Foreign Trade deficit, one of the most important problems in both developed and developing  countries, has been occasionally leading to crises and recessions. Nations benefit from the  tourism incomes in the reduction of foreign trade deficit at utmost level. Developing countries  such as Turkey and Bosnia-Herzegovina structurally need foreign resources to be able to solve  the sustainable development and foreign trade deficit problems. In this context, foreign currency  inputs obtained from tourism and regarded as “service industry,” have importance in the  reduction of foreign trade deficit of nations. In this sense, tourism industry has a role in both  acquiring resources needed and in reducing the foreign trade deficit.  This paper aims to present the role and importance of tourism incomes in reduction of foreign  trade deficit in Turkey and Bosnia-Herzegovina comparatively.  Keywords: Tourism industry, Tourism incomes, Foreign trade deficit, Developing countries,  Turkey, Bosnia-Herzegovina.</text>
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                    <text>3rd International Symposium on Sustainable Development, May 31 - June 01 2012, Sarajevo

In The Uncertainty Conditions Cost-Volume-Profit Anlysis Which is Used Fuzzy Logic:

Hilmi Kirlioğlu1, Gökhan Baral2
1Sakarya University
2Bilecik University
E-mails: hilmik @sakarya.edu.tr,gokhan.baral@bilecik.edu.tr

Abstract
To be successful in the global competitive environment, business are obliged to maintain
their activities and plan their activities. Profit planning is the most important management
tool, since the main target is to make profit.
The cost system, which is used, should provide information for the concerning people about
the many aspects, such as inefficient parts, unprofitable products and determining the
activities and products whose costs are high, but incomes are very low.
Activity-based costing is becoming as a tool supporting business management by supplying
more detailed information as well as effort to determine more accurately the product costs.
However, activity-based costing is criticized because it is found complex and application is
difficult. In today's management where computers are used effectively can resolve the lack at
this point by using computer-supported system.
In our study, in activity-based cost systems, a methodology was developed, based on turbid
logic theory, so as to eliminate the uncertainty, remove the vaguness and make profit plan by
using the estimated data.

Keywords: Cost-Volume Profit Analysis, Fuzzy Logic

1.INTRODUCTION
Uncertainty in the markets and global instability oblige firms to plan for future and to act
quickly. Therefore, profit planning plays an important role in realizing their foremost aim “to
make a profit”. Profit planning requires determining the factors affecting profit and
coordination between them.
Cost-Volume-Profit analysis (CVP) aims to determine effects of factors which are required
for profit planning on profit. Cost-volume-profit analysis is analysis that firms use in decision
making process. Cost-volume-profit analysis brings flexibility and dynamism to firms in
terms of profit planning. Right profit planning and right decisions depends on realistic
costing.

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Indirect expenditures increased its share in firms due to technologic developments.
Traditional cost accounting methods remain incapable. While allocating production cost to
goods, measures which are determined according to current output do not reflect product cost
accurately.
With reference to the consideration “products consume activities and activities consume
resources”, it is thought that costs will be more realistic by application of CVP on activity
based costing. It is used not just in determining costs, but also in profit planning due to
positive effects of activities on profit planning. Customer’s preferences determined by quality
and quantity of activities require inclusion of activities based costing in this study.
Cost-Volume-Profit analysis (CVP) is used to make decision on a going-forward basis.
However, it is hard to extrapolate that managers’ decisions should depend on more reliable
information. It is possible to increase expected utility by incorporating atmosphere of
uncertainty to CVP analyzes.
The way to make more reliable decisions by disambiguation is to provide managers with
reliable information and flexibility reflecting atmosphere of uncertainty in planning. Only the
firms which are capable to control uncertainty can manage to prevent potential fluctuations in
their profits. Although there are some models using probabilistic and random variables, many
of managers prefer not to use them considering these types of models as sophisticated and
costly for small and middle sized corporations. Inexperienced mangers in statistical and
mathematical analysis also prefer not use these types of models. Therefore, managers need
practical and simple methods to overcome difficulties in the atmosphere of uncertainty.

Probability models require standard distribution principles to provide flexibility in controlling
dynamic work conditions. Simulation techniques also require using probabilistic data in
related inputs. However, previous distributions do not always help in making decisions in
atmosphere of uncertainty and remain incapable. Fuzzy logic is a model for small and
medium sized corporations that can be used in analysing atmosphere of uncertainty. It helps
managers to find answer to the questions of “if”. Without needing quantitative data, managers
can find answers to their questions within a minute by this model. Managers can use fuzzy
logic model in setting their plans to reach their first and foremost aim of “profit” (Yuan,
2007:1).

2.Fuzzy Logic Operations
Real world is complicated. The complication is derived from uncertainty and difficulty in
making certain decisions. Uncertainty is being existed in almost every aspect of life such as
social, economic and technical life due to immatureness of human being’s information
capacity. Computers are unable to process such uncertainty and need numerical data. Due to
the fact that limited capacity of human beings in comprehending such complicated and
uncertain phenomenon, they guess by envisaging them. Unlike computers, Human beings are
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able to guess basing on limited and uncertain information. As a general, these limited and
uncertain information is called as “fuzzy” sources (Şen:2004:10-15).
Managers can make decisions providing that certain and full information is existed. However,
it is almost impossible to extrapolate due to economic developments, some factors that are
particular to investment, competition, technological developments, change in consumer’s
perception, disagreement between employees and employers (Akgüç,1998:393). These
factors oblige managers to make decision in the atmosphere of uncertainty.
One of mathematical models in estimating uncertainty flexibly is fuzzy logic. The most
important opportunity of fuzzy clusters is, unlike classical clusters, to provide user transitivity
between clusters (Şen,2004:21).
Application of fuzzy logic depends on complexity of the subject, unavailability of adequate
information and a need to person’s views and value judgements. Fuzzy logic principles help
to use such information sources (Baykal, 2004:166). The main phases in designing fuzzy
logic controller are as follows; (Elmas, 2003:86):
1) To determine appropriateness of fuzzy logic method in the problem solving
2) To identify state, input and output variable sequences. Results of measurements by
detectors produce input, control and output sequences.
3) To identify membership function for per input and output parameters. Number of the
membership function depends on selection of designer and system conduct.
4) Main part of information includes linguistic rules, intuitive knowledge, and measurements
of input and output parameters. So, fuzzing can be carried out and it is identified which rule
is implemented.
5) A rule base is formed. Designer determines that how much rules are important.
6) Output for rule base and some sample input is examined and it is controlled that output is
accurate and consistent with rule base.
7) Results are identified according to the rules.
8) During controlling phase, it is aimed to get adequately good solution rather than proper
solution.
9) It is aimed to get the best controlling designer to control knowledge within acceptable
accuracy interval.
3.Cost-Volume-Profit Analysis (CVP) by Activity Based Costing
Cost-Volume-Profit Analysis (CVP) is effective planning and decision making tool that
aggregates important financial information for corporations such as costs, sale amounts and
sale prices and deal with relations between them. Relationship based on self-interest between
corporations and other groups and aim of having balanced and healthy relation with them
oblige corporations to maximize their profits. One of the several methods to maximize their
profits is profit planning. Profit planning is a method that considers many factors effecting
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profit and aims to provide harmony between them. The factors which effects profit are; Sales
prices, sales amount, sales mix, unit variables costs and fixed costs. Relations between these
factors and variations of them affect output and profit. Profit planning requires decision
making by managers on the issues such as new product, production volume, pricing and
alternative production methods. Cost-Volume-Profit Analysis (CVP) helps managers in their
decisions leading them observe effects of these relations on corporation activities.
Modern production style and aim of gaining competitive advantage require continuous
improvement. The main aims of continuous improvement are prevent wastage, decrease total
production time, increase quality and workers’ productivity and reduce costs. Managers need
to have adequate information about inventoriable costs. Since, right knowledge on costs
reduces the number of the wrong decisions (Kurnaz, 2002:95).
Increasing usage of automation and computer aided production line in corporations have
decreased the effects of employment costs on production overheads. At the same time,
production overheads have become an important part of production costs due to increasing
usage of automation. Today, dependence on machinery has increased while dependence on
worker has decreased due to increasing product complexity (Doğan,1996:63).
Traditional cost accounting loses its importance and underperforms due to flexible, customer
driven and knowledge based production models (Sullivan,1992:12). Traditional cost
accounting was valid at the time that direct labour costs formed important part of total
product cost.
New developments in production such as just in time production, increased usage of robots
and flexible production systems have cut direct labour costs and increased the ratio of
production overheads. Today, total costs are composed of direct labour costs (%10), material
costs (%55, and production overheads (% 35). Production overheads can be resulted by
differences in throughput, stock diversity and machine settings (Cooper,1988:45).
Due to the fact that traditional costs systems employ allocation, production overheads are
becoming dependence on current output indirectly. However, production overheads does not
depend on current outputdue to today’s automation based production. Hence, production
overheads include quality control, programming, product design and monitoring production
process in today’s automated based production. Then, many indirect costs do not appear to be
proportionate to current output. So, traditional systems do not give adequate information on
activity costs. (Glad and Becker,1996:125-126).
Activity based costing differ from other traditional systems that it firstly identifies
consumption of sources by activities and then builds a relation between goods and costs of
activities. So, Activity based costing provides accurate distribution of activity costs over
inventoriable costs without depending on current output.

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Expected advantages from activity based costing are as follows (Romano,1990:73);










Activity based costing provides accurate distribution of indirect costs (production
overheads) which are not dependent on production volume and accurate calculation of
inventoriable costs.
Activity based costing provides accurate calculation of profits by accurate information
on costs.
Activity based costing helps corporations to take right decisions.
Activity based costing leads corporations to concentrate on value-added activities.
Activity based costing facilitates to take right decisions on pricing and discontinue of
production.
Unlike traditional performance measurements, activity based costing helps to develop
new performance measurement.
Activity based costing provides effective cost management by analysing activities in
corporation and providing accurate information on costs.
Activity based costing helps to reduce costs by providing indirect costs separately.
Activity based costing provides corporations with flexibility to adopt themselves to
new production environments

Unlike traditional systems, activity based costing can produce such information. Activity
based costing help managers to analyse general factory costs in detail and to observe costs
from different points of views. The method also helps managers to determine the departments
where waste of sources and unproductivity are existed by showing production and nonproduction processes in detail. However, activity based costing does not prevent wastage and
cut production costs separately. The method just calls managers’ attention to costs and main
reasons in profiting. (Tanış,1999:149).

3.1.The Usage of Activity Based Costing Information:
i) In Analysis of Return on Production
New production systems and competition environment have decreased profit margin and
have required calculating inventoriable costs and its effect on total profit in detail. (Haftacı,
2005:184). Traditional cost information does not provide accurate information for profit
analyses as a result of cost transmission in calculation of product costs and exclusion of some
expenditure which are considered period cost though they are directly related with goods.
However, product profitability analyse is a tool to canalize efforts to most profitable areas.
Activity based costing enables corporations to carry out product profitability analyses
accurately providing right financial information. Activity based costing prepares the grounds
for accurate analysing of product lines considering processes of purchasing, quality tests and
stocking which are particular to product line. Activity based costing also enables corporations
to carry out profit simulations at different levels of price and sale projecting profit rate per
unit and sale amounts (Pazarçeviren,2006:53).
ii) In Analyses of Customer Profitability

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Profit and expenditure per customer should be determined for customer profitability analysis.
While it is possible to determine profit for per customer easily, it is hard to determine
expenditure per customer. It is required to monitor costs for per customer in terms of sale,
marketing and distribution. Yet, it can be said that these types of expenses increase more than
sales revenue in recent years and so these types of expenses are not stable and they are related
to operating volume (Öker,2003:71-72).
Issuing information on costs on the basis of customers helps corporations to take decisions on
customers easily. Some of these decisions are as follows (Karsak, 2001:24):
a) To keep touch with customer with high profit sharing and improve business volume with
them
b) To reprice some goods which require special costing on the basis of customer
c) To apply reductions to customers with high profit sharing
d) To assign constantly losing customers to rival firms
e) To try to get prospect customers with high profit
iii) In Product Design and Development
One of most effective tools for corporations to cut costs is product design. Activity based
costing enables corporations to determine easily the effects of some alternatives on costs
identifying cost drivers. The information through activity based costing is used to understand
indirect costs and cost drivers by designers and to do better cost estimates. Activity based
costing is used basically for two missions (Öker,2003:76).
To get accurate cost information in contrast with traditional cost methods,
To provide data base for technical staff in decision making

4. Case Study: CVP Analysis of Changes in Costs in Different Goods by Fuzzy Logic on
the Basis of Consignment and Product
An Example of Root Canal Therapy by CVP
In the firm that more than one product or service are provided, components include sale
revenues, variable costs, information costs and constant costs.
Root Canal Therapy by CVP Mamdani Fuzzy Logic Model:
Low

92.55

92 – 140

Moderate

141.11

120 – 160

High

214.66

150 – 215

Low

45

45 – 70

Moderate

75

60 – 90

Sales Revenue
TL

Variable Cost

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TL
Design or
Information Cost
TL

High

136

85 – 136

Low

7.13

7 - 12

Moderate

14.27

11 -17

High

19.03

16 - 19

Low

14.27

14 – 21

Moderate

23.79

20 – 26

High

28.55

25 -29

Constant Cost
TL

Profit

VeryLow

0-24

Low

23-45

Moderate

44-63

High

60-105

Very High

100-150

4.1. Saving from Fuzziness and Finalization
Rules in the fuzzy logic are formed as if than rules;
SF HIGH, DM LOW, BF LOW, SM LOW THAN PROFIT VERY HIGH.
In the CVP analysis of lot and goods level costs, the above rules are acquired through
manager’s experience and profit result is calculated through manager’s profit parameters.
Profit Result:

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Entering fuzzy information by fuzzify unit on the basis of the rules, it is aimed to reach a
conclusion by max-min method. Output variable is as above.
Profit amount is calculated by the formula as follows;
Constant Cost + Profit
Turnover providing desired profit =
Content Rate

4.2.The result of root canal therapy by CVP through Mamdani fuzzy logic model: 53,30
TL
Profit amount is calculated by the formula as follows;

21,50 + Profit
154 =
0,41
63,14 = 21,50 + Profit
Profit = 63,14 – 21,50
Profit = 41,64 TL
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The result by the formula is close to the result by fuzzy logic. The managers argue that the
result by fuzzy logic is more realistic.

5.CONCLUSION
Activity based costing is needed to remove skew costing of traditional costing as a result of
product cost transfer between products. According to activity based costing, costs in firms are
results of activities. Goods consume aforesaid activities. So, it is required to understand
operating costs, interrelation between goods and factors which have effects on activities.
Activity based costing agree that some costs change according to production units while
some costs are not related with production units. However, while activity based costing
agrees that non-unit-level costs are stable according to the change in production volume; in
the same time it agrees most non-unit-level costs are more variable according to other cost
drivers. According to activity based costing, the difference in terms of constant costs will
become apparent when a comparison is conducted between formulas in CVP analysis and
formulas in traditional CVP analysis. Constant costs emerges as variable costs in activity
based costing as a result of cost drives such as making ready for job, engineering hours and
R&amp;D (Erden,2004: 88-92).
CVP analysis produces more meaningful and strategically important information thanks to
new perspective of activity based costing. Combination of activity based costing and CVP
analysis enables firms to look ahead, to make better plans and to take more correct decisions
in terms of monitoring costs and strategic sense (Erden:92).
Combination of CVP analysis, fuzzy logic and activity based costing result in as follows;
It is understood that activity based costing and CVP analysis can be calculated by forming
fuzzy logic which bases on managers’ experience and knowledge.
Inserting of uncertainty in CVP analysis is important for getting expected utility. It enables
firms to take more realistic decisions carrying out simulations in the period of uncertainty.
Activity based costing analysis by fuzzy logic is more profitable in the period of uncertainty
and high production costs (indirect) which has a capacity to affect decisions.
Activity based costing analysis by fuzzy logic enables firms to maintain costs effectively in
the period of uncertainty.
Subjective decisions and past experiences are inserted to decision making process by fuzzy
logic. So, formal decision making process becomes more effective, fast and realistic.
Activity based costing analysis by fuzzy logic has a potential of usage as a decision making
tool in some areas such as customer profitability in addition to product costing.

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REFERENCES
AKGÜÇ, Öztin. (1998), Finansal Yönetim, Muhasebe Enstitüsü Yayın No:65 Müh. Enst.
Eğitim ve Araştırma Vakfı, No:17, s:393, İstanbul
BAYKAL, N. Beyan T. (2004), Bulanık Mantık İlke ve Temelleri, Bıçaklar Kitabevi, Ankara
s:166
COOPER, R. (1988) “The Rise of Activity-Based Costing-Part one: What is an
Activity_Based Costing?”, Journal of cost management v:7, s:45

DOĞAN, Ahmet (1996) “Faaliyete Dayalı Maliyetleme Sistemi Farklılıkları ve Maliyetleme
Süreci, “Çukurova Üniv. İ.İ.B.F dergisi no:6

ELMAS, Çetin (2003), Bulanık Denetleyiciler (Kuram, Uygulama, Sinirsel Bulanık Mantık),
Seçkin Yayıncılık, S:27

ERDEN, Selman A. (2004), “Geleneksel Maliyet Hacim Kar Analizinin Faaliyet Tabanlı
Maliyetleme Yaklaşımı İle Bütünleştirilmesi Ve Stratejik Önemi”, Öneri Dergisi, Cilt:6
Sayı:22
GLAD, Ernest ve H. Becker (1996), Activity_Based Costing And Management, Jonh Wiley
And Sans Ltd, s:125-126

HAFTACI, Vasfi (2005), İşletme Bütçeleri, Beta Yayıncılık, İzmit
KURNAZ, Niyazi (2002), İleri Üretim Teknolojilerinde Bölümsel Faaliyete Dayalı
Maliyetleme ve Bir Uygulama, Dumlupınar Üniv. Sos. Bil. Enst. Yüksek lisans Tezi,
Kütahya
ÖKER, Figen (2003) Faaliyet Tabanlı Maliyetleme- Üretim ve Hizmet İşletmelerinde
Uygulamalar, Literatür Yayınları, İstanbul
PAZARÇEVİREN, Selim Y. (2006) “Dinlence İşletmelerinde Faaliyet Tabanlı Maliyetleme
Modeli Önerisi”, Analiz Dergisi Sayı:15
ROMANO Patrick (1990), “Where is Cost Management Going?, Management Accounting,
Vol:62
SULLIVAN WG (1992), “A New Paradigm for Engineering Economy” The Engineering
Economist, V:36 s:187
ŞEN, Z. (2004),Mühendislikte Bulanık (Fuzzy) Mantık ile Modelleme Prensibleri, Su Vakfı
Yayınları, s.9

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TANIŞ, Veyis Naci (1999), Faaliyete Dayalı Maliyet Yönteminin Anlamı, Önemi ve
Faydaları, Hacettepe Üniv. İ.İ.B.F Dergisi Sayı:2
YUAN, Fong Ching (2007), The Use of a Fuzzy Logic Based System in Cost-Volume-Profit
Analysis Under Uncertainty, www.sciencedirect.com

Leadership Traits Of Managers In Health Sector: Sample Of Isparta

Orhan Adigüzel, Nurittin Arikan2, Seher Derya2, Belma Keklik1
1Süleyman Demirel University, Department of Health Administration, Turkey
2Süleyman Demirel University, Department of Business Administration, Turkey
E-mails: orhanadiguzel@gmail.com,nurittin_arikan@hotmail.com,
seherderya@gmail.com, belmakeklik@sdu.edu.tr

Abstract
Leadership is a process that affect the activities of people who gathered around the goals and
objectives. Leader is a person who directing the behavior of group members in the group’s
purposes. In this sense, the business leaders exhibit different behaviors when they leading
others to perform the jobs and activities. These different behaviors which are exhibited by the
leader is his/her management style. Management style is depend on manager’s personality,
company’s sector, organizational structure and members of organization can changeable.
The health sector is a developing with techonological innovations and scientific researches
day by day. Behaviors of managers and leaders in this sector also attracted the attention of
social scientists and executives.
In this project, behaviors of managers in health sector will be examined and which leadership
styles trend is maximum and this trend how change related to the sex, age, the year of work in
the company will be analyzed. Thus, the output of our project will help managers to know
their behaviors and academicians for new studies.

Keywords: Manegers, Leadership, Leadership styles, Health sector

1.INTRODUCTION
Management concept started very long time ago. Human being beginning from their
existence was always the part of this management concept. Even in a small and primitive
community management could be said to exist. This concept always affected the life of the
people, communities and socities deeply and this concept was always current for the socities
166

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                <text>To be successful in the global competitive environment, business are obliged to maintain  their activities and plan their activities. Profit planning is the most important management  tool, since the main target is to make profit.  The cost system, which is used, should provide information for the concerning people about  the many aspects, such as inefficient parts, unprofitable products and determining the  activities and products whose costs are high, but incomes are very low.  Activity-based costing is becoming as a tool supporting business management by supplying  more detailed information as well as effort to determine more accurately the product costs.  However, activity-based costing is criticized because it is found complex and application is  difficult. In today's management where computers are used effectively can resolve the lack at  this point by using computer-supported system.  In our study, in activity-based cost systems, a methodology was developed, based on turbid  logic theory, so as to eliminate the uncertainty, remove the vaguness and make profit plan by  using the estimated data.  Keywords: Cost-Volume Profit Analysis, Fuzzy Logic</text>
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