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                <text>MQL Machining – Oil on Water Droplet  System</text>
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                <text>EKINOVIC, Sabahudin
BEGOVIC, Edin
LUSIJA, Aldin</text>
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                <text>Flood and through-tool delivering of cutting fluids have been widely used for the  machining operations. The use of a large amount of cutting fluid can impact the  environment and increase manufacturing costs, and possibly lead to ground contamination,  excess energy consumption, the need for wet chip disposal and potential health and safety  issues. Minimum Quantity Lubrication (MQL) machining involves the application of a  minute amount of oil-based lubricant to the machining process in an attempt to replace the  conventional flood coolant system. This paper presents a classification of MQL methods,  discussing their advantages and drawback. Also, the results of measurements of cutting  forces and surface roughness when machining one type of aluminum bronze using MQL,  are presented. As a medium for cooling and lubricating a system of oil-on-water was used.  The results show that the cutting force of less than 16%, and also parameters of surface  roughness, compared to machining without the use of coolant and lubricants.  Keywords: mql machining, oil-on-water droplet, aluminium bronze, cutting forces, surface  roughness.</text>
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                <text>Uvodna riječ glavnog urednika - Broj 2/2014</text>
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                <text>BIKIĆ, Abedin</text>
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                <text>“Social Perspectives - Journal for Legal Theory and Practice“ is available in full text at the Central and  Eastern European Online Library - CEEOL (www.ceeol.com) and on the web page www.ssrc.ibu.edu.ba</text>
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                <text>DOI: 10.14706/DO14111     </text>
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                <text>Concept of Environment, Health and  Energy Systems in Turkey</text>
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                <text>ALPARSLAN, Mustafa
CULHA, Turk
AKSOY, Fatih
BARIS OZALP, Hasan</text>
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                <text>Since the Chernobyl disaster in the Black Sea region, it has been understood that  environmental problems are not restricted to the countries of their origin. Research has  shown that international attention given to the Mediterranean Sea has generated a more  positive impact on environmental protection, as com-pared to that of the Black Sea.  Industrialization around the Black Sea during the Cold War, a lack of international  attention for long decades, and the region’s position since the Second World War as a  crucial hub for the transport of the energy produced by Caucasian and Black Sea littoral  countries to the energy consuming countries in Europe aggravated the environmental  situation in the region. Pollutants created by chemical industries and oil leaking from  tankers have caused a decrease in biological diversity. Thus, increased pollution in the sea  en-tered the agendas of governmental and non-governmental international/regional  organizations and individual states in the last two decades. Unfortunately, after the end of  the Cold War and the collapse of the Soviet Union, the main priorities of the newly  independent states included neither an increase of biological diver-sity nor a decrease in  pollution. As the regional states put their efforts into competing in the international liberal  market, they focused on increasing industrialization, trade and economic ties with the  energy demanding countries. There are ten wind farms mainly on land clustered together in  the west of the country and in the Aegean region, including in Çanakkale, close to the site  of ancient Troy, Çeşme, Akhisar and on the island of Bozcaada. Wind powe in Turkey is  gradually expanding in capacity. In 2006, 19 MW of wind power was installed, and in  2007, installed wind capacity increased to almost 140 MW. Turkey is set to double the amount of its electricity supplied by wind power with the construction of a wind farm in  southeast Turkey which will have an installed capacity of 135 megawatts (MW) when it is  completed in 2009. This very important project will use 52 of the latest generation of  turbines from GE Energy, each rated at 2.5 MW.] Installed wind power is expected to  reach 808.81 MW by the end of 2008.Wind energy potential for Turkey is 58GW. The  European Wind Energy Association stated that installed wind power capacity in Turkey at  the end of 2009 was 801 MW. A total of 343 MW of capacity was installed in 2009.  According to Official Transmission Reports, installed wind power capacity in Turkey at the  end of 2010 has increased to 1265 MW. The installed capacity is specified as 1645,30 MW  by October, 2011 by the same reports. At the end of 2012 there will be over 80 windfarms  in Turkey. At the end of 2012 Turkey will have 2 GWs of installed capacity. The Turkish  government has a target of a 20 times increase in wind capacity by 2020.  Keywords: environment, renewable energy, chernobyl disaster</text>
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                <text>Security Of Wi-Fi Networks</text>
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                <text>ALI AVCI, Durmus
HAJDAREVIC, Kemal</text>
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                <text>With the rapid increase in use of WLAN technology it is important to provide a  secure communication over wireless network. This paper focuses on current security issues  in Wi-Fi networks, and gives overview of already available set of security controls which can  help organizations to secure their wireless LANs. The goal of this paper is to summarize  existing means of securing Wi-Fi networks and to analyze the possible solutions for the Wi-  Fi networks. Furthermore, the paper explains how the security mechanisms work and  provide security in order to have best communication.  Keywords: wlan, wi-fi, wireless, security, network, wi-fi security, wps</text>
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                <text>Microalgae for Renewable Energy: Biodiesel  Production and other Practies</text>
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                <text>AKSOY, Fatih
KORU, Edis
ALPARSLAN, Mustafa</text>
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                <text>Sustainable production of renewable energy is being frequently debated globally  since it is increasingly understood that first generation biofuels, primarily produced from  food crops and mostly oil seeds are limited in their ability to achieve targets for biofuel  production, climate change mitigation and economic growth. Currently, biodiesel is made  from a variety of feedstocks, including pure vegetable oils, waste cooking oils, and animal  fat; however, the limited supply of these feedstocks impedes the further expansion of  biodiesel production.  Microalgae have been recognized as potentially good sources for biofuel production because  of their high oil content and rapid biomass production. In recent years, use of microalgae as  an alternative biodiesel feedstock has gained renewed interest from researchers,  entrepreneurs, and the general public. Food sourced feedstocks biodiesel concerns have  increased the interest in developing second generation biofuels produced from non-food  feedstocks such as microalgae, which potentially offer greatest opportunities in the longer  term. Using algae as a feedstock for biodiesel has been considered for a number of years, but  it has always had limitations, due mainly to the production methods used to grow and  harvest the algae.  This paper reviews the current status of microalgae use for biodiesel production, including  their cultivation, harvesting, and processing. The microalgae species most used for biodiesel  production are presented and their main advantages described in comparison with other  available biodiesel feedstocks. The various aspects associated with the design of microalgae  production units are described, giving an overview of the current state of development of  algae cultivation systems (photo-bioreactors and open ponds). Other potential applications and products from microalgae are also presented such as for biological sequestration of  CO2, wastewater treatment, in human health, as food additive, and for aquaculture.  Keywords: Sustainable energy, biodiesel, algae, biomass.</text>
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                <text>International Burch University</text>
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                <text>Evaluation on Security of Energy Supply for  Macedonia</text>
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                <text>ABDURAHMAN, Suat
TUGRUL, A. Beril</text>
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                <text>In this study energy circumstance of Macedonia was analized in order to  evaluation for security of energy supply. Firstly, energy resources and power plants were  investigated.and tabulated. SWOT analysis applied with strengths, weaknesses,  opportunities and threats (SWOT) concepts which were written for the country regarding  geographical and strategical position, energy resources and economical situation of the  country. As known that, SWOT analysis may be used in decision-making situation when a  desired end-state (objective) has been defined. Internal and external analysis applied and  some suggessions composed as the conclude evaluation of SWOT analysis for Macedonia  energy analysis.  Keywords: energy supply, energy demand, macedonia, swot analysis</text>
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                    <text>Journal of Economic and Social Studies

Farmers Inclination to Adoption of Mobile Phone
Agriculture Information and Trade Systems in Pakistan
Muhammad Rehan Shaukat
College of Applied Sciences, Rustaq
Ministry of Higher Education
Sultanate of Oman
mohammedrehan.rus@cas.edu.om
Iqtidar Ali Shah
College of Applied Sciences, Salalah
Ministry of Higher Education
Sultanate of Oman
iqtidar.sal@cas.edu.om
Abstract: This research studies three aspects relating to farmers Keywords: Agriculture,
readiness for the proposed mobile phone information and trade Information System, Mobile,
system (MAITS) namely (a) farmer readiness to adopt newly Pakistan, Readiness, Technology

proposed mobile information and trade system (b) key factors that
affect farmers mobile decision support systems (c) farmers readiness
to connect with mobile enterprise networks. These were
investigated using a qualitative research method. After a careful
selection of a set of questions, interviews were conducted with
selected farmers from four cities of Pakistan including Lahore,
Faisalabad, Vehari and Khanewal. The analysis revealed that
farmers readiness to embrace new mobile phone information
systems requires maximum level of optimism and innovativeness
along with deal of the inhibiting factors which affect the readiness
state; inhibiting factors in MAITS adoption comprised of
uncertainty factors and current faulty existing system services; and
there has been a complete consensus among the farmers to practice
MAITS along with mobile decision support system because it can
help them in crop planning, farm inputs (seeds, fertilizer, sprays
etc), harvesting, transporting and trading. The findings of this
study will provide guidance to the relevant organizations when
considering readiness and barriers towards implementing of
MAITS. The results of the study will give insight to many
extension service and policy makers to understand what farmers
actually need.

JEL Classification: A1, Q00
Article History:

Submitted: 6 August 2013
Resubmitted: 16 November 2013
Resubmitted: 10 December 2013
Accepted: 13 December 2013

http://dx.doi.org/10.14706/JECO
SS11428
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Introduction
Pakistan is an agriculture country with seventy percent of its population living in
rural areas. The agriculture sector is an important sector contributing 50 to 60%
revenue to the national economy of the country and provides 50% of the jobs
(Khan, 2011). Almost half of labor earnings come from this sector and it is one of
the biggest sources of foreign exchange (Akhtar, 2007). The significance of
agriculture, despite the fact that country has faced adverse climate change, drought
and flash flood, has witnessed remarkable growth in the past (Thomas, 2011). A
tremendous increase in out-put of crops (per acre) was registered in 2009 till 2013
(Pakistan Today, 2013). Despite of good contribution of agriculture sector in the
economic development of Pakistan, the farmers are facing various challenges. There
are farmers who work hard throughout the year to get their crops ready, but when
the crops ready for selling, they face the problem of access to the retail markets and
buyers to get competitive market rates. Thus, the quality of goods and commodities
are affected and farmers are often paid lower market rates for their commodities.
This process puts farmers into a situation where they barely mange to pay off loans
which may have been taken for crop cultivation, and they end up with making little
or no profit.
Another key challenge is the location of the agricultural trade markets, which are
often located far away from the villages. Due to lack of availability of transportation,
it is very hard for farmers to take their goods to the market. When farmers are
offered a lower rate, they have no other choice but to sell their goods sometimes
without making any profit. Moreover, complicated procedures affecting agriculture
farming comprise, crop planning and selling in the market which requires greater
attention for farmers to choose the best route for them (Amjad, 2010). Similarly,
scarcity of funds for rural infrastructure which affects farm productivity and growth
is also one of the challenges. Moreover, the low literacy rate in the villages where
most of the farmers cannot read and write is itself a big challenge. The farmers do
not know how to access information using latest technology that could improve
yields to get better market rates for their harvested crops. The farmers mainly rely on
conventional information systems and are not familiar with the new technologies
such as use of IT, whereas farmers in developed countries have realized the
importance of information driven economies.
To address various challenges, the government of Pakistan has focused more on
research and development network which comprises of institutions such as the
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Agriculture Research Institutes (ARI), Agricultural Universities (AUs) and
Agriculture Development Banks (ADB). The function of these set-ups in research
and extension services support activities is of immense importance. However, there
has been no major technological innovation which could give fresh momentum to
agricultural productivity levels. Inadequate extension services for trading, and limited
access to information further broaden the gap in the adoption of specific agricultural
technology which results in the poor yields of agriculture products or crops. In order
to achieve the higher levels of agricultural productivity, farmers must be equipped
with up-to-date information and decision support in the agricultural systems. This
has often been considered as the next step in modernizing agricultural setups. The
current levels of mobile phones and mobile-enabled information services in rural
areas could reduce information asymmetry and allow further awareness of the core
expertise within the extension services. In the Pakistani context, the impact of
mobiles as a mode of providing information for farming purposes would depend on
how effectively the proposed mobile phone information and trading system network
is embraced by the farmers in order to attain the market information. The impact of
technology can generate significant results on productivity of crops in terms of
increased returns by adapting changes in best practice for cropping patterns that
could improve yields and the better price information for agriculture inputs and
outputs which will make the farmer’s position better. Other non-price factors such as
information regarding farming inputs, seed quality, and adoption of modern
techniques are also crucial to enhance productivity.
In order to maintain the enhanced productivity levels and to resolve crop selling
hurdles like infrastructure limitations, distribution inefficiencies and the key factors
resisting the spread / gain, and considering the high usage of mobile phones in
Pakistan, the Government of Pakistan has shown immense interest by applying
telecom industry exemplary model of growth with agriculture sector. The
agricultural model can be more modified in a way that it can use
telecommunications and access its benefits. Today in Pakistan 72% out of total
telephone penetration rate is 119.9 million mobile users and Pakistan
Telecommunication Authorities (PTA) has begun encouraging the development of
indigenous based content on mobile/information and communication technology
provisions and set to offer any kind of support to benefit farmers by offering the
reliable and timely information (Saadia, 2012; Aziz 2012).
The objective of this study is to explore and evaluate farmer’s readiness and barriers
towards implementation of newly proposed mobile information and trade system
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(MAITS) in Pakistan. More specific objectives are to investigate a) farmer readiness
to adopt newly proposed mobile information and trade system (MAITS) b) key
factors that affect farmers' mobile decision support systems and c) farmers readiness
to connect with mobile enterprise networks.
The rest of the paper is organized as: after introduction, literature review has been
carried out followed by methodology. In next section, analysis and discussion has
been presented followed by findings. The conclusion of the study is given at the end
of the paper.
Literature Review
Despite a huge organizational setup by the government of Pakistan, the extension
services do not reach to the most of farmers because of the geographical scatter and
low motivation of the extension staff serving them (Siraj, 2011). Resultantly, this
affects the growth of agriculture sector. There are various government, private and
multinational organizations, as well as Non Government Organizations (NGOs)
working to empower the farmers by providing the necessary agricultural information
tools and inputs. However, the most striking cause which the farmer experiences is
the shortage of relevant information needed for taking befitting timely action.
Farmers are therefore disadvantaged and are unable to benefit with the existing
agricultural knowledge. To provide timely and relevant information to the farmers,
the government and some ICT organizations are planning to develop mobile phone
information and trading system (MAITS). The purpose of mobile information and
trading system is to create an information pool allowing access to farmers and to
provide them appropriate training, support and motivation, and also rewards to serve
the whole community in a productive way. The use of ICT in agriculture is not a
new attempt in Pakistan as almost every mobile operator has launched agriculture
associated services on partial basis (Siraj, 2011). For example, Telenor mobile
operator has provided “e-Mandi” (Urdu name for e-market) information which
consist only the rates of each agriculture commodity (Telenor, 2009).
The ICT technology still has not been diffused in agriculture in Pakistan. There is a
need to evaluate the readiness of farmers towards implementation of MAITS in
Pakistan. The term technology-readiness refers to people’s inclination to embrace
and apply novel technologies for accomplishing goals and objectives. It can be
viewed as an evaluation process of overall state of mind that determines a person’s
predisposition to make use of novel ideas by using those technologies
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(Parasuraman, 2000). Although new technologies are diffusing through different
segments of daily life at a much faster pace than ever before but on the other hand
other survey-based evidence have shown signs of growing technology adopter’s
frustration and disillusionment (Alsop, 1999). Though overall benefits of technology
is seen as prolonging the adoptive process - for instance, the automobile took 55
years to attain 25% share of the market, compare to the cellular telephones which
took only 13 years to reach the same level of market share (Berry, 1999).
The concept of ICT readiness has received very infrequent attention in the
literatures. Some studies have shown the evidence of higher level of technology
readiness generally leads to lower level of innovation risk with a greater successful
implementation outcome (Basole and Chao, 2004). A similar argument can be use
in the context of mobile ICT: higher levels of mobile ICT readiness leads to lower
technology risks and implementations that could also be successful. Individual
readiness is important in explaining and predicting about the inclination to adopt
new technology (Lin et al., 2007). Most of the models such as Technology
Acceptance Model (Davis, 1989) and Technology Readiness Model (Parasuraman,
2000) were originally established for evaluating people’s technology readiness or
technology adoption behavior in particular organizational environments (Lin et al.,
2007). People in work settings may unwillingly or reluctantly to adopt new
technology due to management influence. However, individuals or consumers in free
market settings are free to choose among conventional and mobile phones
information and trading systems. When people make their minds to use new mobile
information and trade system, they mutually create an e-service with the system but
do not hold ownership of the system (Siraj, 2011). According to Lovelock et al.
(2004), in e-service perspective, service provisions cannot be created separately from
the customers’ full contribution and participation explaining what they would like.
Likewise a similar input is required from Pakistani farmers. Farmer readiness
conceptualizes their general beliefs about technology, decision support factors and
enterprise readiness linked with their engagement in technology-based products and
services (Parasuraman, 2000; Basole and Chao, 2004; Basole, 2007). Indication of
evidence from the work done in the field confirm that all the readiness and decision
making factors are not enough to explain why farmers do not adopt new
technologies, such as mobile phones with agriculture information systems or trade
tracking systems.
Earlier research studies have developed different models/constructs/frameworks that
had critically focused on several success factors related to technology adoption
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decisions (Agarwal et al., 1997; Damanpour, 1991). Some focused on individual
technology adoption of technologies which combined theories of consumer behavior
and psychology. A variety of models have emphasized technology acceptance and use
by individuals and these investigations have provided key indicators to technology
adoption decisions. However, they do not describe organizational technology
adoption decisions essential for integration process (Legris et al., 2003). Other
researchers developed key dimensions of technology readiness (Basole, 2005) from
the domain of engineering management, information systems, organization behavior
and strategy, which has shown the different avenues of organizational adoption
decision making criterion very well in adopting those technologies. (Lai and Guynes,
1997; Tornatzky and Klein, 1982).
In the literature, the recent and the most suitable and popular methodologies
developed and adopted to evaluate the readiness of users for technology adoption
are: Technology Adoption Model (TAM) (Parasuraman, 2000) which include
optimism, innovativeness, discomfort and insecurity, Technology Readiness Index
(TRI) (Basole and Chao, 2004) which include timeliness, trust, information
richness, ease of use and Decisions Support Systems (DSS) (Basole, 2007) which
include technology readiness, further including data and information readiness,
process readiness, resource readiness, knowledge readiness, leadership readiness,
employee readiness values and goals readiness…
According to Basole (2007) any business entity itself passes through three phases
which evaluate the readiness which include; preparedness, potential and willingness
to adopt the mobile technology. A complete readiness assessment involves an
evaluation process across the three layers along eight readiness dimensions. The first
layer preparedness is assessed for all eight dimensions and refers to an organization’s
ability to adopt, distribute, and assimilate mobile information system. The second
layer potential is evaluated along the process, employee, and value and goals
dimensions which are aligned with organization’s processes, employee, and strategy
that could benefit from mobile information system. Third, willingness is assessed
along the employee and leadership dimensions that reflect the leadership and
employee attitudinal orientation towards adopting the mobile phone as a tool.
Basole (2007) further find out the eight modes of readiness (key parameters) in
evaluating specific aspects of readiness with actual information so that any company
or entity can test these dimensions to check the readiness level before introducing the
technology in their setup. These models include technology readiness, data and
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information readiness, process readiness, resource readiness, knowledge readiness,
leadership readiness, employee readiness and, value and goals readiness.
Methodology
In the literature, various methods have been adopted to evaluate the stakeholders'
readiness for technology adoption. To evaluate the farmers' readiness to adopt
mobile technology for agriculture development purpose, the following conceptual
framework has been developed from Parasuraman (2000), Basole and Chao (2004)
and Basole (2007) and adopted in this study.
Figure 1. Conceptual Framework for Evaluating Farmers Readiness for Technology
Adoption

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The following basic questions were designed on the basis of above framework.
• How ready are farmers to embrace the new mobile phone agriculture services
in Pakistan?
• What are the key factors in mobile decision support systems which affect
farmer readiness to adopt new mobile phone agriculture information and
trade systems?
• How ready are farmers to work with mobile enterprise networks after getting
agriculture services on their mobile phones?
The new proposed Mobile Phone Agriculture Information and Trade System
(MAITS) is a mobile phone information system which will provide important
market information to the farmers and traders about agriculture. The basic objective
of MAITS is to increase farmers' returns by providing various information about
agriculture activities including better price, better quality of seed, weather
conditions, better time for cultivation, better pesticides and fertilizers etc for
agriculture inputs and outputs which will make the farmer’s position better.
Data was collected from four important city of Pakistan including Lahore,
Faisalabad, Vehari and Khanewal using interview methods. The interview guide has
been developed (see Appendix). In order to get valid and reliable data, interview was
recorded from only those farmers who were listed by agriculture development banks
and agriculture research institutes. Twenty people including farmers (Progressive
Farmers, Economical Farmers and Small Farmers i) and agricultural experts were
interviewed. Interviews were conducted in local language Urdu and then translated
into English because English was not the first language of informants. The research
theme and the interview guide were sent to the informant a day prior of interview, so
interviewees have clear perception about the research and be able respond correctly.
A credit officer better known as a mobile credit officer from the Agriculture
Development Bank and a second officer from the Agriculture Research Institute
cooperated in conducting interview. A digital recorder was used to record all the
interviews in order to increase the accuracy of the data collected and to remain more
attentive to the informant.

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Analysis and Discussion
Technology Adoption Model (TAM)
In Pakistan farmers are aware of the new technology uses in their personal life.
Information is needed to cut down their problems related to agriculture. Different
interactions with the people give them an ability to appraise and appreciate use of
new technology whilst working in their fields. They use technology to produce more
crops and to get good offers from customers or market dealers.
According to the Expert of Horticulture and Parks Authority Development, “The
customers and market dealers are well informed about the results of promising
technologies and usually collaborate with those farmers who have adopted or a
considering adopting the new technology.”
The technologies effects are perceived to be promising – with greater understanding
of the use of these technologies it provides the users a greater insight into new modes
of thinking and processes in agricultural reform. In Pakistan, the farmers who use
technology perceived it to be more valuable than the other farmers who lack in it,
but were vaguely aware of it, According to the farmers, “latest technologies make the
life easier, save time and make easy and quick approach to other person /
organization &amp; departments.”
The accurate information, at precise times, at the exact place is important for the
farmers. However in Pakistan mostly there exists no complete set of mobility
information sources that travel with farmers. While they are in a field visit or in
markets for agriculture buying and selling, they use mobile phone for
communications. According to the Expert of Agriculture Research Institute “Phone
calls are not made for agriculture purposes. They are just made for normal gossips.”
Majority of farmers informed that farmers “use information from TV, radio and
newspapers.” One of the farmers who was using internet in field responded as
“internet made us aware of what is going around the world.” However, Agriculture
Research Officer (Expert) pointed out that farmers who are using this facility are
very small in number. According to a farmer, well-informed farmers consider them
more confident in discussing those issues which they learnt from media.
The media has created positive and negative impacts on farmers. The negative
impact is, the farmers are most of the time unknowingly mislead about the
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information and most of time they use partial information which put adverse effects
on their productivity. The information is needed for agriculture - physical
infrastructure, agriculture inputs and market information which make the farmer
rethink to look for sources of information rather than personal use. Their ambition
shows their future is connected through mobile phones that will provide them in
hand information to proactively manage their crops and trading. According to a
farmer “we can harvest our crops before the weather changes… rain or heavy
storms.” Some farmer doubt that this system may not be successful in Pakistan,
because of farmer illiteracy and middlemen influences. Farmers were found not
happy with existing extension services offered by government and private
organizations. Farmer concerns about extension services that “these services are very
limited and old fashioned and they are ready to adopt new technology which reduces
their time of information searching.” Most farmers are looking for more choices if
available so they are interested to know about mobile phone affects and its
progression in most of the fields of other sectors.
According to a farmer: “Simple! This is very helpful for us. From weather update
(information) we can plan our sowing, irrigation, spray of pesticides and use of
fertilizers… "We can compare our old varieties of crops with new one if mobile
company provide authentic yield of new variety… From market updates I can
manage the selling of my agriculture commodities.”
It is common behavior to know about people more familiar with new technologies
who have more information. They are the ones who are interested in latest
technology information and can especially handle high-tech products and services
without any further help. As they know a lot about working of technology and face
fewer problems as compared to those people who are not innovators. For evaluation
of farmer readiness it is necessary for farmers to have an innovative mind. The
farmer who intends to take risks is the only one able to use new proposed mobile
information systems. In Pakistan, Innovator type farmers prepare other fellow
farmers for new technologies. The prior type of farmers observes their surroundings
carefully in expectation to get latest ideas. They discover new ways of approaching
the technology and try them fitting to their exact situation or to see if that is relevant
to solve their specific problems - readiness state. All the way through this procedure,
many farmers during the interviews for the technology benefits made up their minds
to adopt latest ideas and latest methods of the systems. The similar response from the
farmer to urge for new information and their readiness level to act on it can identify
“man to man information… we go to different farmers and ask them that what
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should we plant and how?… On their provided information we act on the
information what they have told us to do.”
Farmer readiness to use technology is activated by causes or problems like pesticide
spray prices. Currently, the cost of fertilizer has increased to the level that some
farmers may not be able to afford to buy this. Thus, the use of information is
productive in different ways, a farmer responded as "the use of information has
equipped us with many skills… I would say farmers do not broaden their
exposure… otherwise there are lot of opportunities here… from which farmer can
easily increase the yield… for example there are some insects… if you use those
insects in your crops they kill the insects which are destroyer of the crops… now this
technology is available and at free cost… many farmers do not know about this.” In
similar case of mobile phones, these trends are proving farmers readiness to use
mobile phone in place of old and existing systems due to innovativeness.
Farmers think that when they are connected with agriculture world through mobile
phones, it will increase their knowledge about agriculture business and will impact
on other regions. The interviews data shows that the farmers want to learn new ways
in agriculture. Indeed, most of information transferred to them is only one sided.
Until the farmers do not put their wisdoms through innovativeness, the adoption of
mobile phone services will not occur. A farmer who was active participant of
different agriculture forums argued that “until we have a better communication with
other farmers, trainers, experts and organizations… then only we will be able to
understand about any new information… what presently is going on?... information
is one sided delivered and nobody encourages the discussions… we perceive
discussions facilities should be as far provided to us because we need sometimes to
clarify and rectify some terms… which we are unable to understand easily in one
go.”
Farmers have shown their issues regarding traditional agriculture systems as a weak
dispersal mechanism with a long search time, and incomplete levels of information
retrieval. There is no certainty of information be delivered on time. During
interviews farmers were found complaining about the current agriculture system
lacking especially about the technologies in government sector which are not fully
supporting them and how uncomfortable they were feeling in obtaining
information. Even use of technology by others brings discomfort to them.

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According to a farmer, “I go to them for soil test... they give me two weeks time…
and after that the results were recommended for the color land… they have
interchanged results with other farmer mistakenly.”
One farmer felt uncomfortable because as he stated he does not know exactly whom
to call in the case of emergency; who is the best person to get them the relevant
information? When farmers tried to call the consultants or advisors, they usually end
up with busy calls. Farmers suggest that there must be built in recording facility so
that their calls are recorded automatically on the consultant cell phones. According
to a farmer, “mostly when we are in field … we missed some information and not
able to completely understand what we missed or even convey concerns to the
relevant authorities.”
Farmer does not know exactly to whom to call in case of emergency. Who is the best
person to get them the relevant information? According to a farmer, “my crops were
attacked by… insects… the climate condition was helping to grow those insects in
no time but in this emergency state I was not able to get any help from anywhere.
Eventually as a last step I burned my crops. This was a big loss for me”
Most of farmers consider human involvements are too crucial in some farm
activities. They are reluctant to give information on mobile phones. Farmers are
skeptical in providing information, indeed if it actually gets to the right person in the
right location. One farmer said that “they do have to trust middlemen” and not see
any secure option to do any type of financial transactions via mobile. Some farmers
have put this as their deep concern that any deals, they do by machine should be
authenticated afterward in writing, “before this it was done by the middlemen.”
Farmers feel insecure shifting from traditional agriculture system to mobile phones,
while the limitations are the payment and lack of contact in the market. Farmers
perceive that they cannot rely on only mobile information systems; they have doubts
on the technology like the technology is too complex that how are we going to get
out our payments.
According to a farmer, “we get immediate payments from middleman, we do not
know how mobile phone will give us this facility, we cannot trust the services for
buying and selling purpose but we can trust in case if it's backed by the
government… banks.

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The proper information and standards should meet in any case. A number of
organizations from the government sectors provide the free information, but most of
farmers do not have access to this information sources. There must be some centers
which also check the communication flow and how these systems can respond
effectively. According to a farmer “most time when we are in the field… we know
when we have missed some information and are therefore not able to completely
convey the complete information or query… to the concerned authorities.”
Farmers hire people and do not use the technology by themselves in sensitive matters
where chances for damage are greater than the chances for enhanced productivity.
Few farmers responded as “to get rid of weeds there are special skills required, you
have to treat without damaging the main crop… sometime technology is dangerous
like you need unique skills to spray… same deficits are in mobile phone… how you
can be save from radiation effects.”
In traditional agriculture farmers face middlemen who charge the higher money
from them. According to a farmer, “the role of middle man is very dominant in our
market system. Sometime middle man earns more than farmers. It will be a great
change if we are able to get rid of these intermediaries. Surely the more profit I will
get from my produce…”.When farmers were asked about whether they like to
minimize or eliminate the role of middleman, few farmers responded as “this will be
miracle. The middle man provide us low market rate, take its percentage also. The
only creditability is the payment… He paid money within weak. If mobile company
opens its own purchase centre, payment guarantee, provide fair market rates, which
ultimately increase our profits more than the middleman… we appreciate the
elimination of the middleman.” Farmers only go or reach to the middleman when
they do not have investment to grow their crops, under hard pack circumstances.
Farmers are force to take loans from the middleman on their terms. Most of the
farmers have shown their willingness that if the mobile phone technology or the
MAITS system is associated with some banks or government department which give
them loans on the light terms and conditions they like to have it. According to the
expert opinion from the Agriculture Development Bank, “… for farmers who are
excited to use this new facility the service should be personalized and superior. The
mobile Agriculture should provide the access to farmer consistent, reliable, updated
information that is tailored for his use.”

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Technology Readiness Indicators (TRI)
The farmer’s decisions making factor has to be decided within time while it has been
noted through the interviews that farmers were indeed had the greatest concerned
about information timing. For, instance, deciding which mobile phone function is
important; a farmer says “time is critical factor… we perceive that instead of SMS
services… bear just little cost and just makes the phone call.”
The decision support system in current situation is working around information
from government, private companies and middlemen. Due to time factors and other
information sources tendency towards media habits are changing. According to a
farmer “…there are many agriculture programs aired on TV, radio… but due to our
presence in field… we do not have time to see it… now these programs are available
on CDs…which we purchase and watch according to our own available time slots…
The recording systems are expensive and complicated … so we just bring CDs and
watch it”
Few agriculture experts responded, "time factor varies from region to region, every
region has its own set of conditions... The timing of crops is different in each region
so mobile services must emphasize these implications on ground realities…
depending on region to region requirements.”
Most of the farmers which are connected to old modes of information technology
have information and time advantages. From the total interview sample, five farmers
responded that they through online sources identified the markets which were selling
commodities in the offseason “We get it in cheap rates”, a farmer stated.
The majority of farmers are showing the lack of trust in the new system suggesting
that both systems should run on parallel basis. According to a farmer, “…among
choosing old and new systems… I think MAITS should run parallel to traditional
systems... We cannot leave the tradition system in very beginning of the technology
diffusion… I think the system will be chosen on our goals basis... we can adopt any
system we like to facilitate our goals.”
Farmer’s attitude towards technology acceptance shows that trust plays a vital role in
the farmer’s decision making process. As stated above farmers trust the media
including TV, radio, newspapers but the amount of information provided is not
good enough to meet their requirements. Some complaint that they are able to get
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only basic information from old media – TV shows them the rate slides, radio
inform about specific advertisements and newspapers publish advertisements and
incomplete messages. Even personal source contacts fail to get complete information
in the name of business secrets, one farmer said “we collect the information from
different places but if it is available from a single source … we will be effectively
proceeding to crop planning… sowing to trading… easily.”
Most of the farmers do not agree that mobile phones would give complete
information. According to a farmer “…we do not know how a tiny device can cover
these all information needs.” According to experts the mobile phone can just provide
the immediate information and rest of information will be linked to other
technology sources like internet. According to the Expert of Associate Agriculture
Chemist, “even they get the information on mobile phone, they will not take the
risks and will opt for the other information sources… like as laboratory tests, rates.. ”
Detail explanation is required to change the understanding level of farmers. In
current traditional system farmers are informed about new varieties of crops through
seminars arranged by the mill owners. Thus, the information provided is according
to their research and requirements to which they can get crops from the farmers.
According to a farmer, “we are invited by various sugar making factory owners…
They provide us with the information about new varieties and ways for sugarcane
productions.”
Farmers know about the mobile phone uses to the extent of making phone calls and
some of them use SMS. Majority of them are using it for their personal uses only.
There were number of farmers who were using the mobile functions (MMS,
internet) more than calling and writing SMS. Farmers take the mobile phone as a
convenient technology device that is easy to use, easy to carry and from using it can
call any time with little effort as they already know its basic functionality. There are
some difficulties while using mobile phone such as many farmers get confused
during calls in which they are asked to press several buttons to talk to a customer
service representative. Instead of convenience, it becomes a time taking device.
According to some farmers “mobile phone technology is more convenient to talk
from any place and could get the information as well as pass on the information…
the demerits of mobile phones we cannot see the faces on the other side… some time
it is a time taking process to call companies and interact with automated message
systems… she ask us to press too many buttons… it just waste our too much time.”
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Decision Support System (DSS)
Farmers are willing to interact with technology. According to them “we need
interaction with the technology experts… they provide us information about
agriculture-related technologies and detailed information of different market
access… sometimes over internet… for example.”
Sometimes the infrastructure is available from a different funding agency which aids
the agricultural sector free of charge (Siraj, 2011), but farmers unfortunately cannot
get any information about these agencies because of lack of awareness of these types
of organizations. As one of the farmer responded that “recently, solar cell tube wells
(water production unit) were introduced in Pakistan and most of farmers do not
know about it or came to know late… it was already installed in other places with
other farmers.” Farmers also stated that access to the technological experts will make
them more knowledgeable to use the technology in agriculture sector and the
linkages with the industry will benefit all stakeholders in one go. Farmers perceive
that due to technological support they will be able to produce crops according to the
new innovations. A farmer from Khanewal responded as “I like to do the research…
I am planning to install a unit (factory) for energy drinks… yes these energy drinks
would be produced by natural ways… It contains lot of vitamins and calcium… I
need its formula to add flavor… I need the technology to produce it in canned
form…. I do not know where from I can take help about these, the mobile phone
services you are telling about if help I will adopt it.”
A farmer also pointed out that "the farmers have to go to different agents… the
worse of them is middlemen role… they give the loans on this promise made by
farmers... they will buy farm inputs form them… they will sell their crops to them
on fix rate… middleman is taking more advantages than the farmers… they are
getting profits out of farm inputs, standing crops… and where they sell forward…
from end buyers they charge this.” It is sometime difficult to get loans from
Agriculture Development Bank as there is long queue of farmers standing in the
waiting lists. Farmers have complaint that they have not able to get loans on time
According to them “they are biased in giving the debt money… they give big loans
to big land farmers… we have to always wait… mostly time mobile credit officers
are out for recovery in field.” The bank officials argued on this problem differently,
according to them they are always at the disposal of the farmer. Expert from
Agriculture Development Bank pointed out that “when the farmer come to us they
try to give them maximum leverage… sometime problem is face by us that the next
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sanction of loans are depended on the previous records of farmer… Farmers with
higher recoveries paid get more quickly and the farmers who are still not clear from
previous recorded loans have to give the justification to sanction new loans for
them… we have the databases but here staff more work manually as they do not
have access directly to databases… meanwhile after weeks of fieldwork they come
and enter their records through IT experts… which is also time taking factor… if
farmers are connected to the bank customer databases… they will be able to request
before coming to bank… By then we will check their records.”
Farmers encounter scarcity of labor and technical equipment at times crops are ready
for harvesting and sowing. According to some farmers “time management is very
important… the weather is not predictable… so the market… we need immediate
number of labor and technical assistance at the time of planting and harvesting the
crop…”. However, experts from Agriculture Research Institute and Agriculture
University informed that “the technical assets and labors are available from scattered
places. Farmer has to run after the individual need. This is the big waste of time.
Even they are not sure that they will be able to get them.”
Expert from Mobile Operator Company, farmers and expert from Agriculture
Development Bank informed that agriculture technical equipment being expensive is
not affordable by farmers and they have to rent that from either government bodies
or private sector. Farmers desired that there should be a database about renting
equipments for them. For better connectivity farmer should remain well-connected
through mobile phones with these networks to check the availability of related
resources.
Farmers keep changing patterns of producing crops, seeds buying and harvesting as
per the market conditions. For example, in case of high demand of sugar cane,
maximum number of farmers will produce the sugar cane in next year without
predicting the market demands. According to some farmers, ''we change our product
sales… naturally according to the rate variations. We delay products if prices are not
suitable… but in some case we are force to sell it… some grains are perishable which
are out of control… so we need other sources… which give us options to decide”.
Thus, farmers need different type of knowledge about the new technology
innovations needed in particular agricultural environment. Most of the farmers in
interview have recommended that the knowledge can be provided through different
sources like mobile social communities network and information mobile centers.
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One of the farmers said that “the training of mobile uses should be imparted in
schools adjacent to the villages. The children are quick with technology especially
new emerging technologies. They will pick the information quickly and educate
their elders about its significant uses.”
Overall, farmers have shown willingness to have greater knowledge than before. As
one of the farmer state “every day we are learning from our society… the knowledge
we retrieve is in raw form… we are unable to process it… if we can get systemized
knowledge… we will perform in more better way”.
An educated farmer responded to a question on leadership role in following manner:
“I have not faced any kind of problems, I am the member of different committees…
we represent farmers and gave suggestions about the current agriculture needs and
they consider our valuable suggestions… I have not experienced any kind of
problems in respect of technology and other agricultural innovations accessibility.”
Other farmers who do not have access to such networks stated: “they are biased and
they just provided the agriculture facilities to those with whom they have contacts”.
The day to day processes are long and farmers feel uncomfortable using those. One
of the farmers said: “they are such lengthy and time taking processes… irrigation
system is one of them, we have to wait for the water and due to non availability of
water sometime our crops growth gets affected… same effects come out from fake
fertilizers and insect killing sprays available in markets”.
Farmers also see agriculture processes of dealings, transactions, selling, seeding as
very complicated as one of the farmer responded: “If information is of the worth
which reduces cost and travelling then this will be appraised by the farmers". Expert
from Horticulture informed that farmers can go into more new processes of farming
like “tunnel farming is one of the skills related to agriculture technology which
farmers need to adopt this process should handle with very careful analysis of land
condition that best fit with the seeds this can only be done if the farmer has obtained
useful information to how to launch these processes”. Mobile phone should have
some packages that support the farmer more in detail to understand the information
more specifically. Thus, another farmer reflect like the process can be handle with
“…communities involvement in information and knowledge sharing will put better
impact” on our day to day engagements and procedures.

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Information and Trade Systems in Pakistan

Support for farmers for enhanced execution of processes that could give better
productivity or access to new emerging markets is very necessary to help them
achieve their goals because far too many bureaucratic blocks prevent some farmers
from operating in a free market enterprise like system. A farmer showing his
disappointment in information and other processes connectivity says that “we can
get information of international market but we are not able to get licenses and fulfill
the other requirements which are mostly time consuming, expensive and
complicated”.
It is noted with concern that majority of the farmers in Pakistan do not have the
potential to use mobile phones services. It is because of their disillusionment about
the technology that they have already presumed that is only for personal purposes. In
future they expect to change their attitude in adopting those technologies. As expert
from agriculture bank reflected that “we are seeing lot of changing pattern of
farmers… today farmer is having… of difference than they use to be in 5-6 years
ago… today farmer is willing to adopt the technology for their crops production…
most of farmers come to us and ask about new innovations of agriculture… we have
declared the model villages in all areas and urge farmer to go there… they get the
information and apply in their fields… They are now very successful in it”.
The overall readinesses of farmers for technology adoption are surmised in the
following table 1.
Table 1. Results of Farmers Readiness for Technology Adoption
Farmers
Readiness

Technology Adoption
Model (TAM)

Technology Readiness
Indicators (TRI)

Decision Support
System
(DSS)

Farmers
Willingness

Discomfort
Farmer see lack in
current information
system: Farmer feel
information is not
delivered on time:
Farmer could not call
anyone in case of
emergency: Farmer
when try to call
experience busy calls on

Technological
readiness
Farmer like to use
MAITS if it connects
with technical experts:
Farmer like to use other
networks through
MAITS: Farmer want
to know more feasible
technologies available:
Farmers want someone

Timeliness
Farmer see in time
information is crucial
for decision making,
use phone calls service
instead of doing SMS,
presume time factor is
changing their media
habits, time varies
region to region basis,
get cheaper
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other side: Farmer
touring in field missed
a lot of information:
Farmers cannot read
messages: Farmers do
not have record facility
to store their messages:
Farmer retrieval
information is not
economical: Farmer got
general information
which is not of any use:
Farmer experience
absence of social
amenities.
Insecurity
Farmers doubt and
distrust MAITS:
Farmers like to interact
with humans rather
than MAITS: Farmer
believe payment
methods are not ensure
on mobile phones:
Farmers feel
transactions on MAITS
should be authenticate
after in writing also:
Farmers feels MAITS
model is too complex:
Farmer feel human
presentation skills are
more valuable than
MAITS:
Farmer feel MAITS
will not be successful
for longer period.

210

to tell them about new
Agri-related
technologies.

commodities in
offseason.

Resource Readiness
Farmers like to acquire
loans from financial
institutions: Farmer feel
more feasible sending
loan request before they
visit the source:
Farmer like to have easy
access to labor: Farmer
have to search labor
and technical assets
from different places:
Farmer require to
communicate
government bodies or
public sector companies
for necessary assistance
in resources
Knowledge Readiness
Farmer have the
knowledge of current
mobile phones
working: Farmer do
changes in their
patterns according to
known values: Farmer
like to know about
different available
options in using
technology innovations
in their field work:
Farmer desire to know
about the market rates:
Farmer can access the
basic knowledge of
MAITS uses in their
nearly training centers
Journal of Economic and Social Studies

�Farmers Inclination to Adoption of Mobile Phone Agriculture
Information and Trade Systems in Pakistan
Farmers
Potential

Farmers
Preparedness

Innovativeness
Farmer want to be a
first user of MAITS:
Farmer desire more
Agri-information than
others: Farmer can
handle MAITs
functions: Farmer
creative ability to apply
information differently:
Farmers are ready to
take risk to adopt
MAITS: Farmers
expect latest ideas:
Farmer interact in
community: Farmer
give advices to other
farmers: Farmer are
ready for change

Leadership Readiness
Farmer have a key role
in policy making of
Agriculture: Farmer
contact different higher
management officials in
order to register their
suggestions and
feedback: Farmers feel
the officer decisions are
biased: Farmer perceive
strategy makers must
do decisions on the
basis of root cause
situation

Optimism
Farmer knows mobile
phone benefits: Farmer
feel MAITS
convenience in use:
Farmer can use it in
flexible timings: Farmer

End-user readiness
Farmer support
MAITS system as
thinking change is
positive: Farmer feel
MAITS model is source
of relieve to them:

Process Readiness
Farmer think mobile
phone services must be
relevant to agricultural
processes: Farmer opt
for new processes in
agriculture sector:
Farmer understand
processes can be
improved through
communities
involvement: Farmer
cannot access
international markets
due to strict process for
licenses and other
government approvals

Information Richness
Farmers think
incomplete
information mislead
them, believe MAITS
system will not convey
complete message,
Farmer would not like
to get immediate
information form
MAITS: Farmer need
a detail explanation to
understand
information: Farmer
like information in
form of video, audio
and graphic wise
Ease of Use
Farmer perceive
technology will be free
of effort, understand
MAITS System is easy
to carry, experience
sometime mobile
phone complexities,
feel difficulty to talk
sometime without face
interactions

Trust
Farmer is resistant to
change due to MAITS
newness: Farmer do
not share relevant
knowledge in name of
business secret: Farmer
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�Muhammad Rehan Shaukat, Iqtidar Ali Shah
desire to have a new
agriculture technology:
Farmer can improve
their skills: Farmer’s
source of knowledge
and information:
Farmer can mold it
easily according to their
use: Farmer realize
other uses of mobile
phones than their
personal use: Farmer
understand demerits of
partial information:
Farmer well understand
the MAITS proposed
model: Farmers can
manage their crops
using this technology:
Farmer can sell and
purchase commodities,
farm inputs: Farmers
are not happy with
existing agriculture
system.

Farmer do not have
potential to use
technology due to
illiteracy and other
factors: Farmer are
frequent user of mobile
so be for MAITS

do trust in case they
got decision choices

Values and Goals
Farmer believe MAITS
will provide ways for
profit maximization:
Farmer through
MAITS will able to sell
and purchase their
commodities to
different markets

Findings
Mobile phone device perception to connect the other information enables farmer’s
efficient accessibility to new data and information sources not available easily. The
real-time option along with highly tailored information reflected Pakistani farmer
readiness to adopt the same system, as they are optimistic to real benefits of mobile
phone and well aware of implications these mobile phone will put in agriculture
sectors. As a result of the interviews, the views of the farmers tend to suggest use of
mobile phones in new ways for advancement in agricultural productivity increases
mobile-enabled information services. Pakistani farmers have mobile phones but
without agricultural information systems to take full advantage of information
sources required in their working life. The farmers want to access the technology
which they need the most. The farmers seem to be ready for the technology through
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Information and Trade Systems in Pakistan

innovation readiness for change. They do not have control over the technology.
Extensions services do not give details knowledge to understand by farmers.
Sometime Extension Service Provider believes that technology uses are not for use by
common farmer due to illiteracy factor. Farmers like to have less complex devices
and feel discomfort with extra functions. The farmers are unhappy from these
extension services as information provided to them is general and it is country or
provincial level information but not relevant to their specific local requirements.
Even though the farmers would like to get rid of middlemen and may be biased
information providing by companies. They still believe that this is a double ended
sword, adhering to a view from buyers' perspective that it is not possible to buy crops
or products for the whole year whilst farmers can only provide products on a
seasonal basis.
The timely available current and appropriate information helped farmers to make
decisions at specific times and locations. Furthermore, source and media
trustworthiness guide a farmer’s trust in information sources. The information
richness will convince farmers to trust the new sources of information.
Farmers perceive that information could be more understandable through mobile
phones if supported with audio, video or graphical explanations. Ease of use is
important to evaluate farmers’ perception towards usefulness of the technology. In
agriculture systems there is lack of technical support, physical infrastructure and
agricultural technologies related information. Farmer connectivity through mobile
phones would be feasible if existing and related networks were well established and
interconnected. The agriculture technical equipment being expensive is not
affordable by farmers and they have to rent that from either Government bodies or
private sector. Farmers desire that a data base be maintained for renting that
equipment on merit. For better connectivity farmer should remain well-connected
through mobile phones with these networks to check the availability of related
resources. Like other sectors, farmers dealing on mobile phone require to get help
from financial, human and technical assets providing networks. Due to the lack of
connectivity with financial institutions networks and other aiding agencies, farmers
some time face severe shortage of money which effects their crop production.
Currently farmers are taking loans either from Agriculture Development Bank in
Pakistan or they approach to the middlemen. The lack in financial resources is too
severe or is on such terms and conditions which is not convenient to farmers’ pocket.
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Thus, farmers need different type of knowledge about the new technology
innovations needed in particular agricultural environment. Most of the farmers in
interview have recommended that the knowledge can be provided through different
sources like mobile social communities network and information mobile centers.
Farmers take the leadership role while they represent farmers in different networks.
Most of farmers state their good relationship and identify their role as policy maker
in Organizational level decision making for agricultural purpose. Expert says it is
necessary to take farmers on board for framing stable policies in agriculture sector.
The management support in decisions of technology adoption is important.
Farmers see the mobile phone information system success only if that fit to
agricultural processes. Farmers face long waiting processes like as crop planning,
seeding, purchasing of farm inputs, transporting, trading and loaning during
connecting different fellow farmers, middlemen or market dealers and sometime
mobile credit officers from Agriculture banks. The farmers perceive that in time
information helps in sorting out problems faced by them .Farmers consider
technology as a source of relieve, farmer will be in very clear position to plan for
crops variety, seeding to harvesting and transporting produce for selling.
In the farmer interviews, farmers show their ambition to get access to different
markets and mobile agriculture information system to (i) minimize the middle men
role and(ii) take maximum part and gain profits. To achieve their specific but
different values and goals they are expecting some breakthroughs. The crop
insurance facility, technical assets, sustaining competitive advantage, profit
maximization, time and cost savings in crop production are the key values for the
farmers to develop.
Research Implication
Farmer’s readiness to adopt mobile agriculture system revolves around mobile
decision making support and accessibility to different networks. Any factor missing
is prone to deviation from use of this technology. The analysis of the data retrieved
from the interviews has suggested, the evaluation of readiness is not only the final
place to decide whether farmers will adopt the new mobile information system or
not. It is associated with the attitude which comes from innovativeness, optimism or
inhibitor like discomfort which either helps farmers’ preparedness or unpreparedness
before replacing the existing system with the mobile information system. Thus,
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further analysis shows that potential to decide is related to farmers’ interaction
because of some problem or cause. In particular situation Pakistani farmers have
shown their unhappiness about the existing system.
So, to adopt the mobile phone is greatest reason for discontinuing use of the existing
system. Although farmers have a primary ability to assess the basic information, but
access in depth; the farmers need more prominent information sources which give
them the potential to properly assess the value of the new system. Thus,
preparedness, potential and generating value are the key factors which lead farmers
acquainted with other factors in readiness. Pre training involving demonstration,
seminars and other related activities are important to convince farmers for new
innovations in the field.
Research limitations
The research is limited to the primary data which has been collected from rural areas
adjacent to four cities of Pakistan. The research describes the opinion of different
farmers and experts from these four cities only. More suggestions could have been
gathered and added for Mobile phones Agriculture and Information systems
(MAITS) acceptance by including more farmers and retailers from other cities of
Pakistan as well. This research has evaluated the Pakistani farmer readiness for
adopting mobile phone information and trade system on the basis of different
dimensions quoted in literature. The method used is qualitative in nature. However,
a quantitative approach can be carried out using various quantitative methodologies.
It would be intriguing to establish a global model for the whole agriculture world
with all databases in technologies interconnected.
Conclusion
Pakistani farmers very well perceive the merits/demerits of mobile phone usages.
They have begun to realize other usages of mobile phones rather than restricting only
to personal uses. Thus, majority of the farmers are ready to manage crops, purchase
farm inputs and sell commodities through MAITS. The innovative farmers are
recognized because of their outward role advising other farmers. The current
amenities and informal communication structures have led the farmers to rethink
and opt for alternatives systems which could give value addition.

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The overall conclusion is that farmers are ready to embrace new mobile phone
information systems. However, it requires maximum level of optimism and
innovativeness along with removal of the inhibiting factors which affect the readiness
state. The inhibiting factors in MAITS adoption comprised of uncertainty factors
and current faulty existing system services. There has been a complete consensus
among the farmers to practice MAITS along with mobile decision support system
because it can help them in crop planning, farm inputs (seeds, fertilizers, spray etc),
harvesting, transporting and trading.
The findings of this study will provide guidance to the relevant organizations when
considering readiness and barriers towards implementing of MAITS. The results of
the study will give insight to many extension service and policy makers to
understand what farmers actually desire.
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Interview Guide
1.
2.
3.

How the latest technologies of communication affect your life.
At present what type of communication technologies are you using?
Do you use mobile phone, what type of merit and demerit of cell phone do
you experienced?
4. Do you use mobile phone for only making calls or you also use it for SMS
or any other services.
5. From where you get the latest information about new technologies for crop
production. Is it easily available or you experiences difficulties?
6. Do you want to adopt new technology by which you can get all latest
information about crop production at your door step? How can u compare
this new method of getting the information with the old traditional one?
7. Do you like that a mobile company provide you all information starting
from sowing to selling, weather forecast, cost of fertilizers and pesticides,
new varieties at your door step. How much you will be benefited from this
new intervention.
8. Is the way of Government for the dispersal of agricultural related
information hinders or favors the adoption of Mobile phone information
systems? Do you agree with the government policy about agricultural like
supporting price of different crops? Whether you like to take this
information on your mobile phones?
9. If a mobile phone company eliminate/minimize the role of middle man and
it will increase you profit do you ready to adopt this system.
10. If Mobile phone information system increases the number of buyers of your
product and gives your information about, how to increase your profit by
going to various markets, what will be your degree of willingness to use the
above mentioned Mobile Phone information system?
11. If a mobile company provide you the information of the latest rate of crops
of different markets of the country, will it increase your profit and can you
able to sell your commodities there.
12. If a mobile company provide you all information at a nominal cost which
save your traveling cost to enquire information from different sources do
you adopt this, if no why.
(Follow up Questions)

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�Muhammad Rehan Shaukat, Iqtidar Ali Shah

Progressive farmers: The farmer who run his form mechanically i.e. mechanized forming by
adopting latest agriculture technologies.
i

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Journal of Economic and Social Studies

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                <text>This research studies three aspects relating to farmers readiness for the proposed mobile phone information and trade system (MAITS) namely (a) farmer readiness to adopt newly proposed mobile information and trade system (b) key factors that affect farmers mobile decision support systems (c) farmers readiness to connect with mobile enterprise networks. These were investigated using a qualitative research method. After a careful selection of a set of questions, interviews were conducted with selected farmers from four cities of Pakistan including Lahore, Faisalabad, Vehari and Khanewal. The analysis revealed that farmers readiness to embrace new mobile phone information systems requires maximum level of optimism and innovativeness along with deal of the inhibiting factors which affect the readiness state; inhibiting factors in MAITS adoption comprised of uncertainty factors and current faulty existing system services; and there has been a complete consensus among the farmers to practice MAITS along with mobile decision support system because it can help them in crop planning, farm inputs (seeds, fertilizer, sprays etc), harvesting, transporting and trading. The findings of this study will provide guidance to the relevant organizations when considering readiness and barriers towards implementing of MAITS. The results of the study will give insight to many extension service and policy makers to understand what farmers actually need.</text>
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                    <text>Journal of Economic and Social Studies

Technological Progress as a Generator of Economic
Growth and Development
Mladen Rebić,
University of East Sarajevo
Bosnia and Herzegovina
rebicmladen@yahoo.co.uk
Nemanja Šarenac
University of East Sarajevo
Bosnia and Herzegovina
nemanja.sarenac@gmail.com
Abstract: Bosnia and Herzegovina (B&amp;H), as well as many

other countries in transition, was faced with inadequate
and insufficient technological progress, which is the result of
years of neglect of investment in science, research, and new
technology. This paper attempts to present the actual
situation in B&amp;H in terms of technological progress,
innovation and investment in scientific research, as well as
to offer basic guidelines for getting out of this difficult
situation. B&amp;H is located at the bottom of the all European
countries when it comes to innovation, research and new
technologies, and consequently it is not surprising that the
B&amp;H economy consistently recorded poor results. Investment
in research and development and employee education is the
primary goal of any successful company, whether it is a
small, medium-sized enterprise or oligopoly. Therefore, the
aim of this paper is to determine the guidelines i.e. strategic
objectives, which will constitute the basis for future progress
of B&amp;H in the field of technological progress. Empirical
research, which was conducted in order to determine the
strategic objectives, has been carried out by using a
questionnaire built on a sample of the leading experts in this
field in B&amp;H.

Keywords: Technological

Progress, Innovation, Research
and Development, Patents, ICT
Index.

JEL Classification: L10, L13
Article History

Submitted: 16 April 2013
Resubmitted: 1 July 2013
Accepted: 20 November 2013

http://dx.doi.org/10.14706/JEC
OSS11424

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Introduction
For decades, technological progress has been considered the key pillar of economic
development in the world. Consequently, investment in research and development
should be the primary goal of every company in B&amp;H, and also the state.
The progress and success of one country largely depends on science and technology,
research and innovation, but if one wants to talk about the existence of high-quality
research and technological competitiveness it is necessary to have sufficiently good
educational system, i.e. educated workforce, young scientists, researchers, and so on.
However, a good educational system implies the existence of active support and
protection by the state! B&amp;H cannot boast with high quality education and with
much care to invest in scientific research activities, new technologies, inventions and
inventors. The reason why the educational system, research, and thus technological
progress in Bosnia and Herzegovina, is in such a desperate position is the lack of
adequate support from the state.
Finland can be mentioned as a good example of success and taking care of human
capital, education, investing in innovation. In the period 1991 – 1995, Finland
increased investment in science and education for incredible 82%! The results were
impressive. In 1991, Finland was a country with serious problems i, but in 2000 it
realized a budget surplus of 7% and an unemployment rate of 10%. Thanks to
investment in education and new technologies, Finland regenerated and significantly
increased its technological competitiveness, which was driven by rising exports and
industrial production. Here, we speak about industry based on information
technology (IT industry), innovation and education, i.e. knowledge economy ii.
Position of the EU, in this field is not very good, compared to the rest of the world.
For many years, the EU has been trying, by size of funds for investment in research
and development, to catch up with the U.S. and Asian countries especially iii. It
suffices to say that in the top twenty companies in the world, by number of
innovations, EU has only two firms - German Siemens and Finnish Nokia. It should
be mentioned that the lead story on this topic belongs to companies from the U.S.,
followed by Japan and South Korea. Consequently, EU decision to establish
"Innovation Union" is no surprise. The main task of “Innovation Union” will be to
raise competitive readiness of the EU compared to the rest of the world in the field
of technological progress, i.e. investment in research and development.
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�Technological Progress as a Generator of Economic Growth and Development

Therefore, it is necessary for B&amp;H to begin to follow the path already headed by
Finland, Turkey, China, India and so on. It is necessary to pay more attention to
education, scientific research, new technologies, as well as to prevent the outflow of
"brains" from Bosnia and Herzegovina.
The fact is that progress in the field of new technologies and technological progress
in B&amp;H is not possible without adequate help and support from the state. Bosnia
and Herzegovina has a very small investment in science, research and development,
and therefore it is very important that the already meager funding available is not
put into the wrong hands. Help from the state should primarily be directed towards
firms (entrepreneurs) who are willing to invest their capital in research and
development, employment, local and regional development, in order to stimulate
economic growth and technological progress. What are these companies? Which
market structures do they belong to? The first part of this paper will try to provide
an answer to these questions, in order to give guidance in which direction the
government support should be directed when it comes to research, innovation and
technological progress. In fact, all major research and analyses carried out in this area
are based on the hypothesis of Schumpeter (1928, 1942), which is based on the fact
that most of the innovations are implemented by large companies (monopolies).
Attention will be based on Schumpeter hypothesis, and the paper will try to come to
the knowledge what size of the company (the market structure) is most prepared for
serious investment in research and development, i.e. implementation of innovative
activities. On the one hand, there is the attitude of Schumpeter that favors highly
concentrated markets, i.e. large firms and on the other hand, especially in recent
times, there are more and more supporters of the opposite position involving that
the greatest willingness to invest in research and development is shown in the small
and medium-sized companies - competitive market structures. It is known that the
EU is on its way to increase technological competitiveness, giving special attention
and support to small and medium enterprises. In fact, there are serious indications
that the oligopoly is the most appropriate and best market structure, and also the
fastest market structure to implement certain innovative activities.
Due to the loose connection of scientific and business sector, universities and the
private sector, the constant neglect of the importance of technological progress,
B&amp;H is very low positioned in the field of technological readiness and innovation,
which is discussed in the second part of this paper.

75

�Mladen Rebić, Nemanja Šarenac

In the end, the paper will talk about ICT index, as one of many indices that will
enable us to study the competitor readiness and B&amp;H position, relative to other
countries in the region and the world, in the field of technological readiness and
progress.
Market Concentration and Innovation
Schumpeter's hypothesis
‘’The fundamental impulse that sets and keeps the capitalist engine in motion comes from
the new products, new methods of production or transportation, the new markets, new
forms of industrial organization that capitalist enterprise creates.’’
(Schumpeter, 1942)
As it has been already announced in the introduction of this paper, the starting point
of its analysis is Schumpeter's hypothesis, from his work "Capitalism, Socialism, and
Democracy" (Schumpeter 1942), that larger firms invest more in research and
development. Schumpeter’s view was based on the fact that the existence of large
firms and their market power are the basis for the implementation of large-scale
plans. According to Schumpeter large firms represent "the engine of economic
progress." However, the main problem of this approach to the problem might be the
fact that Schumpeter never explicitly explained why the big companies are better
innovators.
On the other hand, Schumpeter has provided two complex arguments - hypotheses
(Hutschenreiter, Leo, 1994: 52):
• Innovations increase more than proportionally with the size of the company,
• Innovations increase along with the increase of concentration.
During the past few decades, many experts in this field have tested these arguments.
The results to which most of them came are that they could not fully confirm the
claims of Schumpeter.
The small company also may have a relative advantage in innovation in terms of
highly innovative industries, in which highly educated workers are essential
components. Also, small firms have a relative advantage in innovation when it comes
to radical innovation, and also where production is more labor-intensive than
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�Technological Progress as a Generator of Economic Growth and Development

capital-intensive. Under these conditions, and if there are no significant barriers to
market entry, a small company can access particular industry with more competitive
and flexible ideas, products and manufacturing processes, challenging the domicile
companies and continuously disrupting the existing patterns of production in a
given industry. The advantage of small businesses rely on the idea that firms with
high market power usually become "lethargic" in an effort to adapt to certain
changes in technology, and that they are more concerned about maintaining the
current technological development rather than initiating new investments in process
innovation iv. On the other hand, large firms have an advantage in innovation in
industries that are capital-intensive, and concentrated, and have the production of
differentiated products. Large companies have also advantages in innovation when
the environment is stable, where the tastes are not changing fast, and where the
product is standardized. Under these circumstances, specialization provides
cumulative advantage to current leaders, which allows large companies to achieve
abnormal profit, which they will be able to use later for the enormous investment in
research and development, and also for the hiring of professional managers and
engineers. Large firms possess more assets compared with small firms. Consequently,
large firms more easily access loans with more favorable interest rate, they are also
capable to quickly reduce their operating costs and invest more in innovation - that
finally would lead to the reduction of production costs. All mentioned advantages
that large firms can achieve are usually converted to barriers for entry of small firms
(Mazzucato, 2000: 33-34).
It is certain that Schumpeter's arguments are not entirely acceptable. On of the
reasons to be noted here is the diversity and specificity of certain industries. Of
course, there are industries in which large firms are the leading innovators
(aluminum, computer equipment - software), and on the other hand, there are
industries in which the size of the company means greater investment in research and
development (steel).
It should be noted, that the well-known experts in this field such as Mason,
Galbraith, even Schumpeter, did not provide an empirical study with which they
could provide answer to the aforementioned dilemma. Yet we can conclude that
large firms can be considered as engines of economic growth and development of a
country, although they are not exclusively and only the greatest innovators.
In the end, it is necessary to mention the term "creative destruction", originating
from Schumpeter, where he tried to describe the economic impact of technological
77

�Mladen Rebić, Nemanja Šarenac

change. The term creative meant the introduction of new technologies in
manufacturing processes that would lead to the reduction of production costs, as
well as provide new services and products. However, on the other hand, there is the
destructive aspect of technological change. The introduction of new technologies
inevitably leads to the question of domicile market power of firms that remained
faithful to the old, less efficient, technologies. Creative destruction, therefore,
rewards successful innovators and at the same time punishes those firms whose
technology is obsolete (Lipczynski, 2005: 496).
Firm size and innovation
Readiness for the implementation of the research project, the timing of innovation
and the nature of patent competition are determined by the market structure in
manufacturing and research industries. There are two links between market structure
(firm size) and innovation. First, the patent allows the innovator to exercise some
market power on the basis of innovation - competitive (small) firms. Second, firms
with some market power can prevent the entry of new firms into the market and
potential mimicking by defensive patents, or retain their power through the
introduction of new products - monopoly (Carlton, Perloff, 2005: 560).
When it concerns the size of the company, there are usually two extreme cases
meant: small firms (competitive market) and large companies (monopolies). The
largest number of executed analyzes take the competitive and monopoly market
structure as a base for establishing the importance of the interaction between firm
size and innovation. However, this mater should seriously include oligopolistic
market structures. Why? It is due to the irrefutable arguments that oligopolies are
the very market structure - the size of the company which is facing the most
innovation. The oligopolies have adequate market power, and thus can have
abnormal, i.e. extra profit. Given the market structure to which they belong, they are
very prone to innovation, because it is one of the fundamental aspects of their fight
against close competitors, and so on. No one can deny these arguments! But in order
to better "understand" the very core of the problem, we will start from the
beginning.
Monopolies have the best position for innovative activities. The key question that
arises here is: Do monopolists need and want to invest in research and development?
The answer to this question would be: It depends on the possible competition!
Monopolies have a great market power, abnormal profits, low investment risk, low
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�Technological Progress as a Generator of Economic Growth and Development

degree of diffusion v, the lack of competitive pressure, etc. In other words,
monopolies have the money, time and space, which may enable certain technological
progress. However, in most cases, monopolies’ decision is not to invest in new
technologies, except when faced with potential competitive pressure.
Monopolies are usually, due to absence of competition, "put to sleep" - safe market,
profit - simply they have no desire to change anything. One of the problems that
monopolists often face is a growing bureaucracy, which usually leads to their
technical inefficiency. In addition, if the monopolist achieved its current market
position based on an earlier successful innovation usually there appears the so-called
attachment to existing technology and the shift to another - a new technology is
usually considered by the monopoly as a too expensive move. In accordance with the
foregoing, it can be concluded that monopolies are not a market structure that most
invests in research and development (Lipczynski, 2005: 498).
On the contrary, monopolies are often prone to quite opposite strategy. Monopolies
decide not to engage in innovative race with the other participants, waiting for the
competitors to carry a serious and compelling innovation. After confirmation of
innovation as very successful and profitable, monopolies step into action. Thanks to
their market and financial power, and already established “brand” - consumer
confidence - monopolies easily copy given innovation and take most (almost all) of
the profits from the initial innovators.
Companies in competitive markets (small companies) have a strong desire to invest
in new technologies, because the provision of a new product or production process
with lower costs is one of the most effective ways to cope with the extremely tough
competition in the market. However, unfortunately, firms in competitive markets
are faced with the fact that they can earn only normal profits, leaving them little
room to invest in high risk investments. Small firms are also faced with a large degree
of diffusion, which further negatively affects their willingness to invest in new
technologies.
Monopolist usually has only a few research teams, while in a competitive market
there exist a lot more of research teams, which compete with each other – who will
first succeed to get innovation. Consequently, the conclusion can be drawn that
successful innovation could be provided by a competitive market structure rather
than by monopolies. Therefore, between monopolies and competitive market, we
prefer a competitive market (small businesses).
79

�Mladen Rebić, Nemanja Šarenac

Regardless of the strong desire for innovation, competitive market structure is not an
ideal solution for innovative activities. Why? It is due to the fact that a large number
of competitors operate within a given market structure and they are ready to quickly
copy the successful innovation, and therefore, for a short period of time substantially
reduce the profit of the company which had originally introduced innovation to the
market.
After consideration of two basic market structures, attention is going to be paid to
the third oligopolistic market structure. Of course, the inclusion of an oligopoly into
the consideration further complicates the situation, because oligopolies are just
somewhere between the monopoly and competitive market. Two things are
important in terms of investing in research and development: the ability of
investment (financial, infrastructure) and willingness - mood to invest. So far, it can
be concluded that:
• monopolies have great opportunities (capital) for investment, but weak –
moderate willingness to invest;
• perfectly competitive firms have great desire and willingness to invest, but they
have little opportunity for it (low - normal profits);
• oligopolies possess moderate vi - large investment opportunities, as well as the
greatest desire and willingness to invest in new technologies.
Based on the above arguments, it can be concluded that oligopolies have the
advantage over the monopoly and perfectly competitive firms. The proofs of the
previous claim are the industries in which the biggest global oligopolies rule:
computer equipment, cars, tires, electronics, cigarettes, beer, power turbines, aircraft,
etc. We can claim with high confidence that the large profits achieved in this
industry can be used to invest in new technologies. It is known that oligopolies are
constantly faced with competitive pressure, and that is why they see investment in
new technology as the only successful solution of this competitive struggle. It should
be noted that the oligopolies face less degree of diffusion than it is the case with
competing firms. Thus, oligopolies have market power, high profits, and great
willingness to invest in new technologies because of the constant competitive
pressure, the strong interdependence between competitors and the moderate degree
of diffusion - as opposed to a competitive market, and so on. The conclusion simply
suggests itself: oligopolies are the size of the firm that has the best conditions and the
reasons for investing in new technologies. It should also be noted that companies
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�Technological Progress as a Generator of Economic Growth and Development

that have a market share between 20 – 30% achieve the best results in the field of
innovation and patent record, and they are oligopolistic firms.
The following table shows the top ten firms in the United States, which achieved the
highest number of patents in 2006 along with their ranking in 2005 and 2004. It is
important for this study that all ten companies are big companies, of whom the vast
majority operate in an oligopolistic market with only a few large firms. Looking at
this table, we can draw the conclusion that large firms (oligopoly) in concentrated
markets are more innovative (Pepall, Richards and Norman, 2008: 573-574).

Table 1. Top ten companies in the largest number of U.S. patents in 2006, and their
ranking in 2005 and 2004
Firm
International Business
Machines
Samsung Electronics
Canon Kabushiki Kaisha
Matsushita Electric Industrial
Hewlett – Packard
Intel Corporation
Sony Corporation
Hitachi
Toshiba Corporation
Micron Technology

Number of patents in
2006
3,621

Rang in
2005
1

Rang in
2004
1

2,451
2,366
2,229
2,099
1,959
1,771
1,732
1,672
1,610

5
2
4
3
7
12
8
9
6

3
4
2
6
5
7
8
9
11

Source: Lynne Pepall, Dan Richards and George Norman, 2008.
The link between market structure, time and innovation
Finally, in addition to the possibility and willingness to invest, it is necessary to take
into consideration another important factor - the time of implementation of research
programs. When it concerns oligopoly, where there exists a strong interdependence
between competitors, the speed has a big impact on the possible success or failure of
a particular research project. If the research process is going too slowly, competitors
can implement a similar idea before, and take over the patent. However, if the
research process is carried out too quickly, it usually leads to some errors, higher
costs, but also to less worry about protecting the very idea of imitation - all of these
events will inevitably lead to failure in achieving the benefits of their own
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�Mladen Rebić, Nemanja Šarenac

investments (Lipczynski, 2005: 503). Given that consideration includes the cost and
time, the time - costs analysis represents ideal solution for eliminating concerns when
making investment decisions. This analysis usually takes into consideration the
present value of the costs and the present value of benefits. Therefore, it is necessary
to find the optimal time for technological development and market structure that is
closest to meeting given optimum time for the successful realization of the research
project, based on the time - costs analysis.
Figure 1. The optimal time for technological development

Source: Waldman, Jensen, 2007: 477
The analysis of the previous graph shows that the present value of the costs of
developing an innovation is labeled as a curve Cpv (Cost Present Value), where costs
are reduced as the development time increases. The present value of benefits from
the development of the innovation is labeled as a curve Bpv (Benefit Present Value),
which is used to reduce the time required for development increases. Socially
optimal time is achieved when the value of the marginal benefits equals the value of
marginal costs, for the time To. On this point (To), vertical distance between the
two listed curves (profit) is maximized (Waldman, Jensen, 2007: 477).

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After getting acquainted with the manner of determining the optimal time for the
development of an innovation, we will first conduct an analysis of a dominant firm
and a competitive small firm, and then include oligopoly in consideration as well.
Figure 2. Time, costs and benefits of innovators: Monopoly versus small firms

Source: Shepherd, 2004: 115
In the Graph 2, it is assumed that there is a base curve that will represent the ratio of
the time-cost (TCi) for a given innovation in a given industry. Let's say that this is a
radical innovation, new models of mobile phones. This innovation can be
implemented quickly with considerably higher research costs or slower and therefore
make less research costs.
Now, we are going to concentrate on our case, monopolies and small businesses.
Monopoly will expect the highest profits from innovation only at some future
period. This position is represented by the graph 2, the total revenue curve TRm,
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�Mladen Rebić, Nemanja Šarenac

which is the total revenue that a monopoly could exercise on the basis of a given
innovation. It can be noted that the curve is high, reflecting the size of the revenues.
It can also be noticed that the given curve is almost a horizontal line, due to the fact
that the monopoly has no fear of a possible takeover of innovation and the related
future profits from foreign competition. The advantage of monopoly actually lies in
the given fact, the dominant firm can realize innovation slowly, and again "grab" a
bigger share of profit. However, this is not the case with a small firm. At the start, a
small company can expect less revenue from the same innovation, simply because
they start as a firm with lower market share. Small firms are now faced with the fear
of the fact that other small firms can realize first a given innovation, or copy it very
quickly and so grab profits for themselves. For these reasons, the curve of the total
income of a small firm is designated as TRc, and it is much steeper and lower than
the monopoly one, barely above TCi in a short period of time. Each firm will
maximize its profit when the marginal costs are equal to the marginal revenue. When
MC = MR, the vertical distance between the curves is maximized.
As for the monopoly, it is time Tm, presented as 15 years. For a small business, time
is much shorter Tc, and it is represented as 5 years. Small company is also faced with
significantly higher costs in the amount of KM 100 million, as opposed to
monopoly in which the cost was KM 50 million. Consequently, and due to the fact
that it possesses more market power, monopoly has been able to appropriate much
more revenue than KM 200 million, and therefore much higher profit of KM 150
million. Small company generated revenue of KM 120 million, and a smaller profit
of KM 20 million (Shepherd 2004: 114).
If the consumer surplus is taken as a criterion, small innovator imposes as a faster
and better solution vii. In these circumstances, the innovation will be implemented by
small firms. However, monopolies usually prefer to deliberately "drag" the research
process, to make room for the small firms to face the investment risks and the risk of
implementation of new ideas. If monopoly notices that some of the ideas
implemented by small businesses are successful and profitable, it will react quickly copy a given innovation in order to catch up and to achieve complete ejection of
small innovators from the market. This move of monopolies is commonly called
"fast - the second" strategy viii (Shepherd 2004: 115).
In the former case, the study has analyzed the behavior of monopoly and small
competitive firms, assuming that the investment costs are eligible for both
participants. It has been found that the small company will carry a given innovation
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�Technological Progress as a Generator of Economic Growth and Development

for several reasons ix. However, the harsh reality says otherwise. Usually high costs of
investing in the development of new innovations represent a stumbling block for
small competitive firms. That is why they are out of the race compared to
oligopolies x. Thus, oligopolies emerge as a market structure, which is able to
implement research projects in the optimal time possible. Now let us attempt to
introduce next graphics.
Figure 3. The link between the market structure and the time required for
technological progress

Source: Waldman, Jensen, 2007: 479
This analysis needs the curve of the present value of costs (Cpv), development of
given innovation, as well as three curves of the present value of the benefits provided
by the development of innovation (Bm, Bc, Bol). The three curves for three different
market structures: monopoly (Bm), a small competitive firms (Bc), and oligopolies
(Bol). The assumption that the cost function is independent of changes in market
structure is understandable, because it is primarily a function of technological
85

�Mladen Rebić, Nemanja Šarenac

knowledge and input. On the other hand, the curve varies with the change in market
structure.
As it can be seen in the graph number 3, the optimal time for the development of
innovations in the monopoly is (Tm), and it is higher than in the case of oligopoly
(Tol). For small competitive firms, total costs exceed total benefits of given
innovation, so there will be no investment (Waldman, 2007: 479).
The curve of the present value of the benefits of monopoly Bm is presented as the
tallest and straightest. As it has already been said, regardless of the timing of actual
innovation, monopolies achieve the greatest benefit because of their largest market
share and the minimum degree of diffusion xi. As for the competitive firm, its present
value curve is the lowest and steepest. The reason for this is a very small market share
of small firms, as well as the highest degree of diffusion. Small firms typically
generate smallest benefits of innovation, and the reason for that is the rapid
implementation of the innovation process (short time frame). Curve Bc is very
vertical, and the reason for this lies in the fact that any delay in presenting new
innovations in the market increases the likelihood that another company will imitate
a given innovation. Finally, let us analyze the participation of oligopoly. Its curve Bol
- present value of the benefits, lies between the previous two curves, because the
oligopoly has a larger market share than the competitive companies - but less than
monopoly, and because it confronts a moderate degree of diffusion (Waldman,
2007: 478).
So, after analyzing all of the above, it can be noticed that the oligopoly allows for the
fastest level of technological progress in most cases. Of course, it is possible that the
oligopoly gives up the race if the investment costs are much higher. Then only a
monopoly can be the bearer of innovation. The fact is that some innovations do not
require large investment, so in that case the small competitive firms emerge as
carriers of innovation. However, it is the fact that investment costs are usually higher
(in many cases) than small firms can bear, and yet they are not abnormally large that
only monopolies can bear it.
So, an oligopolistic firm represents market structure that usually provides the fastest
level of technological progress. What does it mean to Bosnia and Herzegovina?
Given the very difficult situation in the country in terms of investment in research
and development, and innovation, it is logical that B&amp;H needs a quick solution to
this important problem. Companies that can provide the fastest progress in the field
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of technological progress are oligopolistic firms. Thus, in addition to small and
medium-sized enterprises that have been already in the focus of the state, any
oligopolistic firm in B&amp;H, which is ready to seriously invest in research and
development, should be supported and assisted by the government. However, the
fact is that in B&amp;H operates a small number of oligopolistic firms, which in turn
shifts the focus of the development of technological competitiveness to small and
medium-sized enterprises.
Technological Progress and Innovation in Bosnia and Herzegovina
Bosnia and Herzegovina has made some progress in the field of research and
innovation policies. The participation in the Seventh Framework Program for
Research (FP7) increased, and teamed with COST and EUREKA. The government
has provided funding for entities that prepare projects for FP7, COST and
EUREKA. However, administrative and research capacity for taking full advantage
of the opportunities offered by European programs and resources to actively
stimulate the scientific community is still weak.
Efforts have been made to integrate into the European Research Area and the EU
contribution to innovation. Bosnia and Herzegovina joined the EURAXESS
network aimed at ensuring the mobility of researchers, and the umbrella
organization that coordinates the domestic network EURAXESS was established at
the Banja Luka University. There is a slightly increased allocation of funding for
research, modernization of infrastructure, equipment and publishing, particularly
accessing COBISS library information system. The Republic of Srpska and other
entities have increased investment in research and development. However, the level
of investment in research remains low in general, particularly in private sector
investment. As the entities and cantonal policies are financed from their budgets, it is
difficult to direct research policy and avoid fragmentation, which is one of the key
objectives of the ERA. There are no reliable statistics of scientific and technological
progress.
The economic recovery of Bosnia and Herzegovina is slow and under the influence
of long years of continuous unfavorable economic and political conditions and
unstable economic environment, problems and difficulties caused by the global
economic crisis, with the decline in industrial production, high unemployment and
the trade deficit being some of the main difficulties in faster recovery and
development. Technological readiness and innovation of B&amp;H in comparison with
87

�Mladen Rebić, Nemanja Šarenac

other countries in the world can be indirectly drawn from data from the World
Economic Forum's Global Competitiveness Report for 2013. According to the
"GCI 2012-2013" B&amp;H occupies 88th place out of 144 countries (Sierra Leone and
Burundi were the last ones), which is an improvement compared to 2012 when
B&amp;H was at the 100th place out of 142 countries. It should be noted that the
progress of the 12 places is equivalent to an increase of 0.1 rating points, which in
any case would not be considered as a success. Progress on this year's list has not
been achieved through implemented reforms and qualitative improvements, but it is
largely determined by the lower results of other countries. B&amp;H ranking viewed by
items of interest for technological development is shown in Table 1.

Table 2. Position of B&amp;H in the field of technological readiness and innovation
according to the Global Competitiveness Report for the period 2009-2012
GCI Indicator for Bosnia and Hertzegovinia
Technological readiness
Availability of latest technologies
Firm-level technology absorption
FDI and technology transfer
Internet users
Broadband Internet subscriptions
Internet bandwidth
Mobile broadband
Innovation
Capacity for innovation
Quality of scientific research institutions
Company spending on R&amp;D
University-industry collaboration in R&amp;D
Gov’t procurement of advanced tech products
Availability of scientists and engineers
Utility patents per million population

GCI
2010
(of 134)

GCI
2011
(of 139)

GCI
2012
(of 142)

GCI
2013
(of 142)

95
122
131
115
50
56
131
121
126
122
130
129
122
71

85
116
119
102
59
56
71
120
116
104
104
117
116
115
69

73
105
107
117
44
51
56
104
124
98
96
84
109
68
90

68
89
105
98
42
51
66
70
99
101
72
90
48
94
48
50

Source: WEF. (2009,2010, 2011, 2012)
Indicators, primarily, indicate a weak association of scientific and economic sectors.
Positive developments have been observed over the past three years in technological
readiness and innovation. In general, the current situation in B&amp;H is not even close
to satisfactory, and in some ways it is the reflection of the overall socio-economic
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�Technological Progress as a Generator of Economic Growth and Development

status, and also a very low awareness of the importance of technological progress in
the development of the society.
Regarding The Networked Readiness Index - NRI that measures the propensity of
the country to seize the opportunities offered by information technology, Bosnia and
Herzegovina is at the 84th position. This position is not due to lack of development
of infrastructure and skills of their populations, but is a result of poor political and
business environment, the lack of adoption of new technologies (by the public and
private sector) and low socio-economic impact of ICT (Figure 4). In addition, there
is a serious weakness in its Innovation System, which needs to be restructured and
expanded, because it interferes with its ability to use ICT for deeper economic and
social changes.
Figure 4. Network readiness index of B&amp;H for 2012.

Source: WEF, (2012b.)
89

�Mladen Rebić, Nemanja Šarenac

The Lisbon review rates Bosnia and Herzegovina as the lowest ranked country. Out
of the eight areas to be evaluated, B&amp;H has the worst rating in six. Only in the areas
of innovation and network industries, Albania occupies the lower position than
B&amp;H.
Application of ICT Development Index
Unique ICT development (ICT Development Index - IDI) compares developments
in the field of ICT in 155 countries. The index is produced in response to calls from
ITU Member States to consolidate previous ITU indices into one index, in order to
follow the development of the information society. The main index objectives are to
survey:

• Levels and the evolution of ICT development over time;
• Progress in ICT development in both developed and developing countries;
• Digital gap, i.e. the difference between countries with different levels of ICT
Development;
• Development potential of ICT and the extent to which the government can
use ICT to enhance growth and development, based on the available
capabilities and skills.
Development ICT Index consists of 11 indicators grouped into three subgroups:
ICT infrastructure and access, ICT efficiency (primarily by individuals and
households and businesses) and the intensity of use of ICT and education (human
capacity required for the use of ICT).
Table 3. Indicators Index ICT development
ICT access
1.
Fixed-telephone lines per 100 inhabitants
2.
Mobile-cellular telephone subscriptions per 100 inhabitants
3.
International Internet bandwidth (bit/s) per Internet user
4.
Percentage of households with a computer
5.
Percentage of households with Internet access
ICT use
6.
Percentage of individuals using the Internet
7.
Fixed (wired)-broadband Internet subscriptions per 100 inhab.
8.
Active mobile-broadband subscriptions per 100 inhab.
90

40%

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Journal of Economic and Social Studies

�Technological Progress as a Generator of Economic Growth and Development
ICT skills
9.
Adult literacy rate
10.
Secondary gross enrolment ratio
11.
Tertiary gross enrolment ratio

20%

Source: ITU, (2011.)
Globally speaking, most progress has been made in the area of ICT access, which
includes indicators relating to the fixed (wired) and mobile telephony, Internet
bandwidth and volume of households with computers and Internet. Slower progress
is achieved regarding the use of information and communication technology, which
includes a number of indicators of Internet users, the number of fixed and mobile
telephony, and so on. There is still very little progress in most countries in
broadband access as the latest technology.
The results show that the most developed countries in the top ten come from
Europe, except for the Republic of Korea and Japan. Differences between countries
are small, but it can be seen that Korea, Sweden and Denmark stand out from the
rest. Opportunities for the development of ICT in these countries are truly
remarkable. Looking at the first thirty countries, except the U.S. and Canada, all
countries come from Europe or East Asia. The index is linked to a high-income
countries and the strong correlation between the level of development of ICT and
the gross domestic product. Countries with the most dynamic development in ICT
Development Index, in the past period, include: Kazakhstan, Brazil, Rwanda (7
places), Bahrain (5 places or 0.66 points), Saudi Arabia (6 places or 0.62 points),
Ghana (4 places - with IDI change for 23%).
Table 4. ICT Development Index for 2008, 2010 and 2011
Country
Republic of Korea
Sweden
Denmark
Iceland
Finland
Netherland
Luxembourg
Japan
United Kingdom
Switzerland

Rank
1
2
3
7
12
5
4
11
10
9

IDI
2008
7.80
7.53
7.46
7.12
6.92
7.30
7.34
7.01
7.03
7.06

Rank
1
2
4
3
5
9
7
13
10
8

IDI
2010
8.40
8.23
7.97
8.06
7.87
7.61
7.78
7.42
7.60
7.67

Rank
1
2
3
4
5
6
7
8
9
10

IDI
2011
8.56
8.34
8.29
8.17
8.04
7.82
7.76
7.76
7.75
7.68
91

�Mladen Rebić, Nemanja Šarenac
Hong Kong (China)
Singapore
Norway
United States
Germany
New Zealand
France
Austria
Ireland
Australia
Canada
Belgium
Estonia
Slovenia
Spain
Italy
Poland
Czech Republic
Greece
Lithuania
Latvia
Portugal
Russian Federation
Slovakia
Hungary
Croatia
Cyprus
Belarus
Serbia
Bulgaria
Romania
TFYR Macedonia
Bosna and Herzegovina
Ukraine
Turkey
Albania
Niger

6
15
8
17
13
16
18
21
19
14
20
22
28
24
25
26
38
37
30
35
39
29
49
40
34
36
43
58
47
45
46
52
63
59
60
81
152

7.14
6.71
7.12
6.55
6.87
6.65
6.48
6.41
6.43
6.78
6.42
6.31
5.81
6.19
6.18
6.10
5.95
5.97
5.70
5.44
5.31
5.70
4.42
5.30
5.47
5.43
5.02
3.93
4.51
4.75
4.67
4.20
3.58
3.83
3.81
2.99
0.79

6
19
11
17
15
12
18
16
23
14
26
22
33
24
25
28
41
37
30
35
40
28
47
39
34
31
36
52
50
49
48
53
63
62
59
78
151

7.79
7.08
7.60
7.09
7.27
7.43
7.09
7.17
6.78
7.36
6.69
6.83
6.16
6.75
6.73
6.57
5.29
5.42
6.28
6.04
5.90
6.57
5.38
5.94
6.04
6.21
5.98
5.01
5.11
5.19
5.20
4.98
4.31
4.31
4.42
3.61
0.92

11
12
13
15
16
17
18
19
20
21
22
23
24
25
28
29
31
32
33
35
36
37
38
39
41
42
44
46
48
51
52
54
63
67
69
80
155

7.68
7.66
7.52
7.48
7.39
7.34
7.30
7.10
7.09
7.05
7.04
6.89
6.81
6.70
6.62
6.28
6.19
6.17
6.14
6.06
6.06
6.05
6.00
5.86
5.77
5.75
4.73
5.57
5.40
5.20
5.13
5.05
4.53
4.40
4.38
3.78
0.88

Source: ITU, (2012.) (Adapted)

92

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�Technological Progress as a Generator of Economic Growth and Development

Bosnia and Herzegovina is still at the bottom of all countries in the region, although
according to a new report B&amp;H has moved from middle group to a more advanced
group of IDI countries. Otherwise, in the report there are four groups: highly
advanced, advanced, intermediate and groups with lower levels of the index. Bosnia
and Herzegovina has successfully improved its level of ICT, more than countries
with similar previous values. It has achieved an improvement by 0.95 points in
2011, compared to 2008, but it stays at the same place (63rd position). B&amp;H has
achieved the greatest progress in the second sub-index use of ICT. ICT skills
remained at the same level, and access to ICT recorded the worst result. Out of the
neighboring countries, only Albania has worse result than Bosnia and Herzegovina.
Empirical Research
The prime objective of this paper is to determine what are the strategic guidelines,
according to the opinion of relevant experts, which represent the key to the
improvement of technological progress in B&amp;H. The main goal of this research is to
contribute to the development of knowledge about the importance of the set
guidelines, which can significantly improve the competitive position of B&amp;H in
relation to the region - in terms of technological progress.
The empirical research was conducted through a survey of a sample of relevant
specific experts in B&amp;H. Interviewed experts were asked to assess the extent to which
the following strategic guidelines are relevant to the improvement of technological
progress B&amp;H. There were 20 respondents (experts) to the given questionnaire xii, of
which 75% were employed in the public sector and 25% in private sector. The
following table shows the analysis of the importance of the proposed objectives.

93

�Mladen Rebić, Nemanja Šarenac

Table 5. Analysis of the importance of the strategic guidelines for the improvement
of technological progress in B&amp;H
Questions
1.

2.

3.

4.

The
importance of
technological
progress and
adoption of
new
technologies
for economic
growth and
development
B&amp;H
The
importance of
active state
support to
education
system,
human capital
and research
The
importance of
oligopoly
firms in
research and
development
activity and
investment in
new
technologies
The
importance of
cooperation
between
Universities
and business
sector

Not at all
important

Not
important

No
opinion

Is
important

The most
important

l

0%

0%

10%

20%

70%

100%

0%

0%

0%

20%

80%

100%

0%

0%

25%

20%

55%

100%

0%

0%

20%

30%

50%

100%

Source: Research by author

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�Technological Progress as a Generator of Economic Growth and Development

Analyzing the table above, it can be concluded that none of the guidelines got a
response is not at all important and not important, and the small number of
respondents had no opinion. This fact shows the significance of the above mentioned
guidelines for the technological development of B&amp;H. When we look at answer very
important, it can be noticed that all guidelines were assessed at 50% or more, of
which the guideline the importance of active state support to education system, human
capital and research achieved the best result. When the final results of the survey on a
sample of relevant experts are analyzed, almost the same conclusions can be made as
the ones previously mentioned in this study.
Conclusion
Investment in research and development of new technologies by the state - firm,
provides them a technological advantage and superiority over those states - firms that
do not take action in that field. If looked at all of the most developed countries in
the world, it can be noticed that they are precisely characterized by heavy investment
in the development of new technologies and ideas in general. Any country that
provides decent and constant investing in research and development will provide
continuous annual technological progress, which implies further strengthening of the
standard of living of the population and the country's competitive position in the
world.
Which market structure efficiently implements innovative activities and adopts new
technologies? After considering all the facts, the conclusion is that it is oligopoly
market structure (oligopolistic firms). On the one hand, monopolies do not have
enough interest to include themselves into such a risky investment, but on the other
hand, firms in competitive markets (small and medium enterprises) have plenty of
interest, but they have little market power, they are moneyless, they have high risk,
high possibility of a quick imitation etc. For these reasons it is necessary to pay more
attention to oligopolies, because that market structure has sufficient market power, a
sufficient amount of money needed for investment, high willingness to innovate, and
eventually, a moderate risk of imitation.
It can be said that the situation is very bad for B&amp;H and its position in the field of
technological progress, investment in research and development. According to all the
relevant parameters, B&amp;H is at the very bottom of the rankings related to
innovation, technological progress, patents and so on. Of course, this result is not
95

�Mladen Rebić, Nemanja Šarenac

surprising, because this country makes "miserable" investments in research and
development, and science in general.
To move forward, it is necessary to change the approach that B&amp;H has to science,
research and technological progress, but also awareness of companies in B&amp;H. The
largest number of firms in B&amp;H looks at investment in research and development as
one big expense and risk, rather than as an opportunity for future benefits and
increase of the competitive position in the European and world markets. It is noted
that B&amp;H companies will never be competitive on the world market if they allow
obsolescence of their production technology and if they continue to offer products
with poor quality on the European and world markets.
The results of the ICT Development Index for Bosnia and Herzegovina are not
satisfactory. B&amp;H is at the 63rd place, although it recorded a growth of ICT index.
Taking into consideration the neighboring countries, Bosnia and Herzegovina has
improved a result only in relation to Albania. Furthermore, the results show that out
of 155 observed countries, the Scandinavian countries achieved best results. The top
ten countries in 2011 come from Europe, with the exception of the Republic of
Korea and Japan.
The survey shows that most experts share the same opinion on the relevance of the
strategic guidelines for the improvement of technological progress in B&amp;H.
Interviewed experts awarded the top mark to the guideline which is entitled the
importance of active state support to education system, human capital, and research.
In order to remedy this bad situation, B&amp;H must take measures to improve
technological and business infrastructure. Modern scientific and technological
innovation and business improvement cannot be ensured without adequate human
resources, scientific research institutions, ICT equipment and systems, the relevant
databases, incubation centers and technology parks, networking of all stakeholders in
the country, and last but not least, all this cannot exist without adequate financial
investments. It is necessary to encourage the use of modern ICT and accelerate
development of information society in B&amp;H. In order to increase innovation and
competitiveness of its economy, B&amp;H needs to strengthen technological innovation
activities and link them with firms, and in that way speed up necessary changes. It
should also encourage the employment of highly educated people in the economy
and increased cooperation with research and educational institutions. Inclusion in
the world of scientific research trends, international cooperation, as well as better
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�Technological Progress as a Generator of Economic Growth and Development

integration into the European Research Area is a key aspect of further development.
To improve the design and monitoring of adopted policies to increase
competitiveness and innovation it is needed to build effective institutions, following
the European model, which monitor and direct the business sector. Managing of
these processes means planning, organizing and directing the human and capital
resources to new knowledge and ideas that create a successful production, new
products and services and therefore a more competitive position of B&amp;H in the
world.
Therefore, if it wants to move away from the bottom of the list and become
competitive with other countries in the region, it is necessary to: provide greater
investment in science and research in general by the state, provide constant
encouragement and stimulating of scientific research, increase investment in research
and training of companies’ personnel, promote extensively through seminars the
importance of investing in research and development, etc.
References
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Shepherd, William G. and Shepherd, Joanna M.. (2004) The Economics of Industrial
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Waldman, Don E. and Jensen, Elizabeth J. (2007) Industrial Organization: theory
and practice – 3rd ed. Boston: Addison Wesley.
Davies, Stephen and Lyons, Bruce. (1996) Industrial Organization in the European
Union: Structure, Strategy, and the Competitive Mechanism. New York: Oxford
University Prec Inc.
Casson, Mark and Creedy, John. (1993) Industrial Concentration and Economic
Inequality. Hants: Edward Elgar Publishing Limited.
Mansfield, Edwin. (1964) Monopoly Power and Economic Performance: An
Introduction to a Current Issue of Public Policy. New York: Norton and Company.
Reinganum, Jennifer F. (2000) Uncertain Innovation and the Persistence of Monopoly.
Readings in Industrial Organization. Oxford: Blackwell Publishers Ltd.
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Rebic, Mladen. (2010) The Importance and Speed of Technological Changes and
Investment in Research and Development. Tehnološke inovacije generator privrednog
razvoja - Zbornik radova Međunarodnog naučno-stručnog skupa. Banja Luka:
Privredna komora RS.
Hutschenreiter, Gernot and Hannes, Leo. (1994) Empirical Evidence on
Schumpeterian Hypothesis in Austria. Dordrecht: Kluwer Academic Publishers.
Mazzucato, Mariana. (2000) Firm Size, Innovation and Market Structure: The
Evolution of Industry Concentration and Instability. Cheltenham: Edward Elgar.
Carlton, Dennis W. &amp; Perloff, Jeffrey M. (2005) Modern Industrial Organization Fourth Edition. Boston: Addison Wesley.
Lipczynski, John; Wilson, John and Goddard, John. (2005) Industrial Organization:
Competition, Strategy, Policy – 2nd Edition. Harlow: Prentice Hall.
Utton, M. A. (2003) Market Dominance and Antitrust Policy – Second Edition.
Cheltenham: Edward Elgar.
European Commission. (2011) Bosnia and Herzegovina 2011 progress Report. Brussels
ITU. (2012) Measuring the Information Society. Geneva
WEF. (2009) The Global Competitiveness Report 2009–2010. Geneva
WEF. (2010) The Global Competitiveness Report 2010–2011. Geneva
WEF. (2011) The Global Competitiveness Report 2011–2012. Geneva
WEF. (2012a) The Global Competitiveness Report 2012–2013. Geneva
WEF. (2012b) The Global Information Technology Report 2012. Geneva
Vijeće ministara, DEI. (2010) Strategija razvoja Bosne i Hercegovine. Sarajevo.
In 1991, Finland’s GDP has declined by as much as 13%, unemployment rate was 17%,
which is a clear signal that the country was faced with difficult problems.

i

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�Technological Progress as a Generator of Economic Growth and Development

Not about heavy industry.
Japan, Korea, and more recently China are seriously involved in this race, with the goal of
becoming the market leaders in technological progress in Asia and the world.
iv
Innovations that are based on the reduction of production costs through the introduction
of newer and more sophisticated technologies in the production process, which will
ultimately lead to lower costs.
v
Weak ability to copy, as opposed to a competitive market.
vi
Possibilities of oligopoly to invest in research and development are influenced by the size of
the profit and the size of profits depends on the intensity of competition it faces within its
market.
vii
Faced with the fact that the monopoly in relation to small business, will launch the same
product in another ten years, and when we add twice the price that monopoly will determine
for the same product, then it is quite logical why the offer from small firms looks more
acceptable to the customer.
viii
We will quote the example of "fast-second" strategy: Wilkinson was first to introduce the
famous razor blades with steel (1960), but the Gillette responded quickly and by using this
strategy easily caught up with Wilkinson, Apple was the first innovator in the field of
personal computers until the end of the seventies, but the IBM soon took the lead in the
eighties of the last century, however, it did not last long.
ix
It concerns the following reasons: the criterion of consumer excess, fast-second strategy of
monopoly and so on.
x
And the position of monopoly is already known in terms of the race to innovate.
xi
Diffusion is the time - speed for imitating new ideas - innovation.
xii
The questionnaire was sent to over 30 experts selected at random. Only 20 of them
responded to this questionnaire.
ii

iii

99

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                <text>Bosnia and Herzegovina (B&amp;H), as well as many other countries in transition, was faced with inadequate and insufficient technological progress, which is the result of years of neglect of investment in science, research, and new technology. This paper attempts to present the actual situation in B&amp;H in terms of technological progress, innovation and investment in scientific research, as well as to offer basic guidelines for getting out of this difficult situation. B&amp;H is located at the bottom of the all European countries when it comes to innovation, research and new technologies, and consequently it is not surprising that the B&amp;H economy consistently recorded poor results. Investment in research and development and employee education is the primary goal of any successful company, whether it is a small, medium-sized enterprise or oligopoly. Therefore, the aim of this paper is to determine the guidelines i.e. strategic objectives, which will constitute the basis for future progress of B&amp;H in the field of technological progress. Empirical research, which was conducted in order to determine the strategic objectives, has been carried out by using a questionnaire built on a sample of the leading experts in this field in B&amp;H.</text>
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                    <text>Journal of Economic and Social Studies

Stock Selection Based on Discriminant Analysis: Case of
Capital Market of Bosnia and Herzegovina
Jasmina Okičić
University of Tuzla
Bosnia-Herzegovina
jasmina.okicic@untz.ba
Sonja Remetić-Horvath
University of Vienna
Wien, Östereich
Baris Büyükdemir
Ceros Holding AG
Ceros Menkul Değerler AS
İstanbul, Turkey
Abstract: The main goal of this paper is to scientifically Keywords: discriminant analysis,
examine and propose new approach of stock selection and stock selection, stock return,
analysis based on multivariate technique, i.e. discriminant capital market of Bosnia and
analysis, in order to help investors, individual and Herzegovina

institutional, in their decision making process, especially in
case of underdeveloped capital markets. Therefore, in this
paper we investigate the cross—sectional relation between
the independent variables of the model, comprised of beta
coefficient and some fundamental variables as well as the
average stock returns on the underdeveloped capital market
of Bosnia and Herzegovina. We concluded that
discriminant analysis is a useful quantitative tool that can
help investors in shaping their investment strategies. We also
found that the beta coefficient, market capitalization and
realized historical return have discriminatory capabilities in
case of the capital market of Bosnia and Herzegovina. The
real implications of this research can be seen in the shaping
of investment strategies of potential investors looking to
diversify their portfolios. The main limitations of this study
are to be found in the shorter available financial time series
in newly formed capitalistic economy, missing data due to
the lack of collective records on levels of securities offerings
issues.

JEL Classification: G11, C38
Article History

Submitted: 06 June 2013
Resubmitted: 17 October 2013
Accepted: 11 December 2013

http://dx.doi.org/10.14706/JEC
OSS11421
5

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Introduction
The stock selection is one of the most important decisions an equity investor has to
make. The use of quantitative models and methods of stock selection has many
advantages in the portfolio construction. For underdeveloped capital markets,
however, quantitative stock selection models are still rarely used. Therefore, and
based on theoretical inferences and empirical evidence on stock selection process, the
main goal of this paper is to scientifically examine and propose new approach of
stock selection and analysis based on multivariate technique, i.e. discriminant
analysis, in order to help investors, individual and institutional, in their decision
making process, especially in case of underdeveloped capital markets. These markets
are generally characterized by low market capitalization, poor liquidity and turnover,
weak legal protection for minority shareholders, low correlation with developed and
emerging capital markets, etc. All of this directly determines investment decision
making process on one hand and on the other may have crucial impact on portfolio
performance as well. Therefore, in this paper we investigate the cross – sectional
relation between the independent variables of the model, comprised of beta
coefficient and some fundamental variables as well as the average stock returns on
the capital market of Bosnia and Herzegovina. Since the goal defines objectives of
any research, the main objective of this paper is stock selection process based on
discriminant analysis. Having in mind the above said, the central research hypothesis
shall be as follows: Discriminant analysis is a useful quantitative tool that can help
investors in shaping their investment strategies. The paper is organized as follows. After
introduction, the first section gives a short overview of the recent literature that is
relevant to the main objective of the paper. The second section brings description of
our research methodology. In the third section we explain the data and finally the
fourth section, that is the centre of the paper, contains analysis of the result of the
stock selection process based on discriminant analysis. In the end, we give some final
remarks and conclusions.
Literature Review
So far, a significant number of scientific researches have been conducted on the use
of quantitative models and methods of stock selection. Siqueira, Otuki and Da Costa
(2012) used discriminant analysis in order to analyze nexus between stock return and
some selected fundamental variables. They examined stocks traded on Sao Paulo
Stock Exchange and found out that the beta coefficient has discriminatory
capabilities.
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�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

Şenol, Dinçer and Timor (2012) proposed stock selection model based on
fundamental and technical analysis by using artificial neural networks and support
vector machines. Schadler and Eakins (2001) examined a stock selection model using
Morningstar’s style box. Basing on the Gordon model perspective and applying
multiple criteria decision making (MCDM), Lee, Tzeng, Guan, Chien and Huang
(2009) explore the influential factors and relative weight of dividend, discount rate,
and dividend growth rate. Among the eight evaluation criteria, market beta was the
most important factor influencing investment decisions, followed by dividend
growth rate and risk-free rate.
In their research, Shiuh-Nan, Chin-Tsai and Wang-Ching (2007) chose relative
operating performance and stock price evaluation as stock classification criteria, and
applied them to divide the sample stocks into four types, i.e.: value, monitor,
speculative and avoidance. Kuang Yu and Chuen-Jiuan (2009) combined the
moving average autoregressive exogenous (ARX) prediction model with grey systems
theory and rough set (RS) theory to create an automatic stock market forecasting and
portfolio selection mechanism.
Chunhachinda, Dandapani, Hamid and Prakash (1997) investigated portfolio
selection and skewness. The empirical findings suggested that the incorporation of
skewness into an investor's portfolio decision causes a major change in the
construction of the optimal portfolio. Sorensen, Miller and Ooi (2000) introduced
an alternative approach to traditional methods of stock screening based on a
statistical technique known as classification and regression tree (CART). In their
paper, Achour, Harvey, Hopkins and Lang (1998) examined stock selection in
emerging markets of Malaysia, Mexico and South Africa, where they presented a
comprehensive, market – by – market analysis of the information in firm attributes
for portfolio strategies. Van der Hart, Slagter and Van Dijk (2002) concluded that
within emerging markets, value, momentum and earnings revisions strategies are
successful in selecting well performing stocks. The excess returns of these strategies
are strongly significant. Combining the factors into one model enhances the
performance.

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�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Theoretical Background
According to Huberty and Olejnik (2006) some of the ideas associated with
discriminant analysis (DA) go back to around 1920 when the English statistician
Karl Pearson (1857–1936) proposed what was called the coefficient of racial likeness
(CRL), a type of intergroup distance index. The idea of multivariable intergroup
distance was translated to that of a linear composite of variables derived for the
purpose of two – group classification by R. A. Fisher (1890–1962) in the 1930s. The
distance and variable composite ideas appeared in print prior to Fisher’s seminal
discriminant analysis article in 1936.
Discriminant Analysis: A Methodological Overview
Basically, discriminant analysis is a multivariate statistical method designed to set up
a model to predict group memberships. The model consists of discriminant
functions that appear based on a linear combination of predictive variables that
provide the best discrimination between groups.
This analysis is the appropriate statistical technique when the dependent variable is
categorical and the independent variables are metric. Brown and Wicker (2000, p.
209) claim that discriminant analysis is a powerful descriptive and classificatory
technique developed to: (1) describe characteristics that are specific to distinct
groups; and (2) classify cases (i.e., individuals, subjects, participants) into preexisting groups based on similarities between that case and the other cases belonging
to the groups.
Discriminant analysis results with the discriminant function (or variate), i.e. linear
combination of the independent variables that are capable to discriminate between a
priori defined groups. Discrimination is achieved by setting the variate’s weights for
each variable to maximize the between – group variance relative to the within group variance (Hair, Anderson, Tatham and Black, 1998, p. 244). Each
discriminant function has the general form (Brown and Wicker, 2000, p. 219):

D = a + b1 x1 + b2 x2 +  + b p x p ,

(1)

where D is the discriminant score, a is the y - intercept of the regression line, b is the
discriminant function coefficient, x is the discriminator variable raw score, and p is
the number of discriminator variables. Discriminant analysis multiplies each
8

Journal of Economic and Social Studies

�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

independent variable by its weight and adds these products together. As a result,
discriminant score for each independent variable in the analysis is calculated. By
averaging these scores for all the independent variables within a particular group, we
get the group mean. This mean is referred to as centroid that indicate the most
typical location of any independent variable from a particular group, and
comparison of the group centroids shows how far apart groups are along the
dimension being tested (Hair, Anderson, Tatham and Black, 1998, p. 245).
Data
The capital market of Bosnia and Herzegovina is characterized by territorial division,
the incompatibility of entity institutions and of legal regulations; which negatively
affect the investment climate and the liquidity of securities.
According to the MSCI Global Market Accessibility Review (2012), capital market
of Bosnia and Herzegovina is included in the so called standalone markets. These
markets include all country markets covered by MSCI but not included in the MSCI
International Indices. This category includes potential candidates for the MSCI
Frontier Markets Indices that currently do not meet the minimum liquidity
requirements as well as markets that are currently partially or fully closed to foreign
investor. Furthermore, stocks lending and short selling are activities that are either
not developed or completely prohibited in all standalone market countries and the
summary does not highlight these issues on a country-by-country basis.
Basically, the MSCI Global Market Accessibility Review (2012) provides an
evaluation of the four market accessibility criteria, which are: (1) openness to foreign
ownership; (2) ease of capital inflows/outflows; (3) efficiency of the operational
framework and (4) stability of the institutional framework. In case of capital market
of Bosnia and Herzegovina, the evaluation of the above mentioned criteria is given
in Table 1.

9

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Table 1. Assessment results for the capital market of Bosnia and Herzegovina
Criteria
Openness to foreign ownership
Investor qualification requirement
Foreign ownership limit (FOL) level
Foreign room level
Equal rights to foreign investors
Ease of capital inflows / outflows
Capital flow restriction level
Foreign exchange market liberalization level
(there is no offshore currency market )
Efficiency of the operational framework
Market entry
Investor registration and account set up
Market organization
Market regulations (not all regulations can be found in English)
Competitive landscape
Information flow i
Market infrastructure
Clearing and Settlement (there is an absence of a real DVP system and
the prefunding of trades is required in Republic of Srpska)
Custody ii
Registry / Depository (there are two central depositories, each of them
acting as central registry)
Trading (there is a very limited level of competition among brokers
which can lead to high trading costs)
Transferability
(in-kind transfers and off-exchange transactions are prohibited)
Stock lending
Short selling
Stability of institutional framework

Evaluation
++
++
++
++
++
+

++
+
-/?
-/?
++
++
-/?
-/?
+
-/?
+

Source: The MSCI Global Market Accessibility Review (2012), p. 45
Note: ++: no issues; +: no major issues, improvements possible; -/?: improvements needed
/ extent to be assessed
The capital market of Bosnia and Herzegovina consists of two independent regions
that have separate stock exchanges, i.e. The Sarajevo Stock Exchange or SASE which
operates in Federation of Bosnia and Herzegovina and The Banja Luka Stock
Exchange or BLSE which operates in Republic of Srpska. Each of the above
mentioned stock exchanges has its own regulation and indices calculated on daily
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�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

basis. SASE, for example, has three indices, i.e.: (1) Bosnian Investment Fund Index
- BIFX which is the first index published by the SASE. It consists of the stocks of the
11 investment funds registered in the Federation of Bosnia and Herzegovina
(formerly Privatization Investment Funds - PIFs). By its purpose, it is considered a
benchmark index, whose main goal is to provide investors a general view and
evaluation of the current market trends in the segment of investment funds listed at
the SASE. iii (2) The Sarajevo Stock Exchange Index 10 – SASX-10 is the main index
on the SASE. It depicts the price movement of the top 10 issuers on the SASE
(excluding investment funds) ranked by market capitalization and frequency of
trading. iv (3) The Sarajevo Stock Exchange Index 30 – SASX-30 is the index of the
Primary Free Market of the SASE. It depicts the price movement of the issuers on
the Primary Free market, which is reserved for the most liquid issuers from the free
market. Its main goal is to serve as a general benchmark index. v
On the other hand, BLSE has six indices, but only three are active. These indices are:
(1) The Investment Funds Index of the Republic of Srpska – FIRS which consists of
the stocks of investment funds that fulfill selection criteria vi. (2) The Stock Exchange
Index of the Republic of Srpska – BIRS which consists of the socks of from 5 to 30
issuers. Number of issuers whose stocks may be included in the BIRS depends on the
number of the issuers listed on the BLSE Official Market and the number of stocks
that fulfill criteria for the BIRS composition. vii (3) The Index of Electric Energy
Sector of the Republic of Srpska – ERS10 which consists of the stocks of the 10
companies from the power utility sector which are listed on the BLSE. viii
The only index that represents stocks traded both at SASE and BLSE is the Bosnian
Traded Index or BATX ix. It is a capitalization-weighted price index x which is made
up of the most actively traded and highest capitalized stocks traded at the SASE and
BLSE. The index is calculated and disseminated on a real-time basis in EUR, USD
and BAM. BATX is designed as a tradable index to be used as an underlying
instrument for structured products and for standardized derivatives (futures and
options). xi
Sample
Given the large number of available, but not actively traded securities, in this paper
we will use subset of the most actively and highest capitalized stocks traded on SASE
and BLSE. Since BATX incorporates the most liquid securities from the capital
market of Bosnia and Herzegovina (BH Telecom – BHTSR, Bosnalijek - BSNLR,
11

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Fabrika duhana Sarajevo - FDSSR, JP Elektroprivreda BiH - JPESR, Nova banka ad
Banja Luka - NOVB-R-E, Telekom Srpske - TLKM-R-A) xii, we will use them as a
sample xiii in the further process of stock selection as well as some of the top 10 issuers
in 2012 (Tvornica cementa Kakanj d.d. Kakanj - TCMKR, Elektro grupa d.d. Jajce
- ELGJR, ZIF BIG Investiciona grupa d.d. Sarajevo - BIGFRK3, ZIF Bosfin d.d.
Sarajevo - BSNFRK2, ZIF MI Group d.d. Sarajevo - MIGFRK2, IK Banka d.d.
Zenica - IKBZRK2, ZIF Zepter fond ad Banja Luka - ZPTP-R-A, ZIF Jahorina
Koin ad Pale – JHKP-R-A).
Our observed period of time is December 2009 - December 2012. Top 10 issuers by
turnover both on BLSE and SASE in 2012 are presented in Table 2.
Table 2. Top 10 issuers by turnover in 2012
Rank

Issuer
(SASE)

Turnover
(in BAM)

1.

Bosnalijek d.d. Sarajevo

35.762.756,14

2.
3.
4.
5.
6.
7.
8.

BH Telecom d.d.
Sarajevo
Tvornica cementa
Kakanj d.d. Kakanj
Fabrika duhana
Sarajevo d.d. Sarajevo
Elektro grupa d.d. Jajce
ZIF BIG Investiciona
grupa d.d. Sarajevo
ZIF Bosfin d.d.
Sarajevo
ZIF MI Group d.d.
Sarajevo

4.716.269,56
4.531.367,17
4.256.016,17
4.149.400,00
2.430.672,12
2.269.729,58
2.185.090,45

9.

Dobrinja d.d. Ilidža

2.070.613,85

10.

IK Banka d.d. Zenica

1.889.629,11

Issuer
(BLSE)
Republika Srpska T bills
Republika Srpska izmirenje ratne štete
Telekom Srpske ad
Banja Luka
Republika Srpska stara devizna štednja
Kaldera Company
d.o.o. Laktaši
Republika Srpska izmirenje ratne štete
Republika Srpska izmirenje ratne štete
ZIF Zepter fond ad
Banja Luka
Republika Srpska izmirenje ratne štete
ZIF Jahorina Koin ad
Pale

Turnover
(in BAM)
14.841.884
14.175.515
12.979.869
7.616.466
6.624.484
4.525.190
4.191.977
4.161.346
2.781.926
2.564.735

Source: Annual Report 12 (2012), p. 21 and Annual Statistical Report (2012), p. 2

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�Stock Selection Based on Discriminant Analysis:
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Dependent and independent variables
Since, index BATX is made up of the most actively traded and highest capitalized
stocks traded at the SASE and BLSE we coded all issuers that, at the moment when
this research was done, were included in the index mentioned, with number 1
(Highest liquidity). And those issuers from our sample that, at the time this research
was conducted, were not included in BATX we coded with the number 2 (Lowest
liquidity).
In this context, liquidity may be defined as possibility to convert stocks into cash and
vice versa without affecting the price or with minimal impact on it. If we denote
successive stock price xiv made at time t and t+1 as Pt and Pt+1, respectively, then
continuous compounding transforms a stock price series {Pt } into a return series

{rt } as:
rt = ln

Pt
.
Pt −1

(2)

The independent variables of the model were comprised of following variables: beta
coefficient, market capitalization, turnover and return. The beta coefficient was
estimated as:

β=

cov(ri , rm )
,
σ 2 (rm )

(3)

where cov(ri , rm ) is the covariance between the asset returns and the returns on the
selected indices, and σ 2 (rm ) is the variance of returns on the selected indices.

Special attention was given to the variables “market capitalization” and “turnover”
which are a gross value, and therefore represented in rather high monetary terms.
Thus, to standardize it according to the other variables and make the analysis more
meaningful its logarithm was calculated.

13

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Empirical Results and Discussion
Empirical results xv will be present in the following order. First, we will give short
overview of descriptive statistics and correlation analysis. After that, estimation of the
beta coefficient will be presented and at the end results of estimated discriminant
function will be discussed.
Descriptive Statistics and Correlation Analysis
By using scientific method, and in order to create a better insight into a specificity of
observed financial time series, we will analyse some basic parameters of descriptive
statistics for the observed period of time.
Based on the Jarque-Bera test we reject the null hypothesis (H0: the data are from a
normal distribution) at the 5% significance level for the following variables:
BIGFRK3, BSNFRK2, FDSSR, TCMKR, ERS10 and SASX30. Only BSNFRK2,
JHKP-R-A, ZPTP-R-A and TLKM-R-A had positive average return (Table 3). The
same conclusion is for ERS10 and FIRS (Table 4). Based on the analysis of results
given in Table 3, it can be concluded that BHTSR, BSNFRK2, ELGJR, FDSSR,
JHKP-R-A, JPESR, MIGFRK2, NOVB-R-E and ZPTP-R-A had positive skewness.
In the case of selected indices, positive skewness has been detected with BATX,
BIRS, ERS10, FIRS, SASX10 and SASX30.
Skewness and excess kurtosis, based on historical simulation, are given in Figure 1.

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�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

Figure 1. Skewness and kurtosis excess
15

Historical Simulation (Performance): Skewness
Historical Simulation (Performance): Kurtosis Excess

10
5
0

SASX30

SASX10

JPESR

ERS10

BIRS

BIFX

BATX

ZPTP-R-A

TLKM-R-A

TCMKR

NOVB-R-E

MIGFRK2

JHKP-R-A

IBZRK2

FDSSR

ELGJR

BSNLR

BSNFRK2

BIGFRK3

BHTSR

Cash

-5

Why is this so important to analyze? Well, the skewness of a symmetric distribution,
such as the normal distribution, is zero. Positive skewness means that the
distribution has a long right tail and negative skewness implies that the distribution
has a long left tail.
In other words, negative skewness means there is a substantial probability of a big
negative return. Positive skewness means that there is a greater-than-normal
probability of a big positive return. Furthermore, kurtosis points out leptokurtosis
for all selected variables, except for IKBZRK2, NOVB-R-E and ZPTP-R-A.

15

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

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�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

Table 4. Descriptive statistics - indices
Variables:
Parameters:

BATX

BIFX

BIRS

ERS10

FIRS

SASX10

SASX30

Mean

-0.004267

-0.003875

-0.005721

0.000244

0.000330

-0.009035

-0.004603

Median

-0.002465

-0.000760

-0.007594

-0.007388

-0.011953

-0.004061

-0.009721

Maximum

0.097816

0.079885

0.095962

0.280094

0.175007

0.146682

0.096895

Minimum

-0.086516

-0.148956

-0.080724

-0.125555

-0.106946

-0.120636

-0.047559

Std. Dev.

0.042950

0.042600

0.038246

0.073986

0.062848

0.048972

0.028226

Skewness

0.162552

-0.856056

0.364747

1.782538

1.062165

0.445566

1.521780

Kurtosis

3.201353

5.147046

3.094798

7.671008

4.146038

4.796183

6.242264

Jarque-Bera

0.219352

11.31171

0.811722

51.79214

8.739272

6.030584

29.66329

Probability

0.896124

0.003497

0.666403

0.000000

0.012656

0.049032

0.000000

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�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

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�Stock Selection Based on Discriminant Analysis:
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�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Correlation matrix was presented in Table 5. Correlation between two variables
indicates the level to which those variables move together. The sample correlation
coefficient r is an estimate of the population correlation coefficient ρ. We also tested
statistical significance of correlation coefficients where the following hypotheses were
being tested (Doane, Seward, 2009, p. 501):
H0: ρ = 0 ,
H1: ρ ≠ 0 .
Shaded values in Table 5 show that the correlation coefficient is significant at the
0.01 or 0.05 level. After examining basic parameters of descriptive statistics and
correlation analysis, in the next part of the paper, we give results of the beta
coefficients estimation.
The Beta Coefficients Estimation
In the case of prime linear regression, it is significantly important to test the
hypothesis if the slope coefficient (β) equals zero. This is an important question
because if β = 0, than independent variable does not influence dependent variable.
In that case, the following hypotheses are tested (Doane, Seward, 2009, p. 520)
H0: β = 0 ,
H1: β ≠ 0 .
Results of the beta coefficient estimation for selected dependent and independent
variables are presented in the following table.

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�Stock Selection Based on Discriminant Analysis:
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21

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Shaded values in the previous table show that, with 5% risk, can be concluded that
variable x (selected indices) influences variable y (selected issuers), and that the
estimation of parameter β is statistically important, i.e. in this case we reject null
hypothesis. xvi
Discriminant Function Analysis
The first objective of discriminant analysis is to identify a set of variables that “best”
discriminates between the two groups. In our case, we had two groups, i.e. the most
liquid (group 1) and the least liquid (group 2) stocks from the capital market of
Bosnia and Herzegovina. As we explained earlier, the independent variables of the
model were comprised of the following variables: beta coefficient, market
capitalization, turnover and return. Since we have, depending on index selected,
seven beta coefficients for every issuer, general form of the discriminant function can
be noted as follows:

D = a + b1 x1 + b2 x2 + b3 x3 + b4 x4 + b5 x5 + b6 x6 + b7 x7 + b8 x8 + b9 x9 + b10 x10 ,

(4)

where x1, x2, x3, x4, x5, x6 and x7 represent estimated beta coefficient in accordance
with indices BATX, BIFX, BIRS, ERS10, FIRS, SASX10 and SASX30, respectively;
x8 represents (logarithmic) market capitalization, x9 is used as representation of
(logarithmic) turnover and x10 as a representative of return. We used stepwise
method that basically removes independent variables that are not significant. A
variable with very low tolerance contributes little information to a model and
therefore may be removed from it. In our case, out of initial ten independent
variables, we are left with only five of them: x1 – BATXBETA, x4 – ERS10BETA, x6 –
SASX10BETA, x8 – LOGMCAP and x10 – RETURN. Summary of the most relevant
results is presented in the following tables.
Table 7. Eigenvalue
Function
(1)

Eigenvalue
210.391

% of Variance
100.0

Cumulative %
100.0

Canonical Correlation
0.998

The larger the eigenvalue, the more of the variance in the dependent variable is
explained by that function. Also, the canonical correlation is the measure of
association between the discriminant function and the dependent variable. The
square of canonical correlation coefficient is the percentage of variance explained in
22

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�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

the dependent variable. In our case, that means that 99.60% (0.998 x 0.998) of
variance in the dependent variable is explained by the model.
Furthermore, results of the Wilk’s Lambda test are presented in Table 8.
Table 8. Wilks' Lambda
Test of Function(s)
(1)

Wilks' Lambda
0.005

Chi-square
24.092

df
5

Sig.
0.000

Wilks's lambda, is an inverse measure of the importance of the functions. Values
close to 1 indicate that almost all of the variability in the discriminator variables is
due to within-group differences (differences between cases in each group); values
close to 0 indicate that almost all of the variability in the discriminator variables is
due to group differences (Brown and Wicker, 2000, p. 223). Basically, Wilks'
lambda is a measure of how well each function separates cases into groups. Smaller
values of Wilks' lambda indicate greater discriminatory ability of the function.
The interpretation of the discriminant coefficients (or weights) is like that in
multiple regression. Table 9 provides an index of the importance of each predictor
like the standardized regression coefficients did in multiple regression. The sign
indicates the direction of the relationship.
Table 9. Standardized canonical discriminant function coefficients
Function
(1)

x1
8.078

x4
-6.110

x6
-3.274

x8
7.045

x10
-4.643

Summa summarum, our estimated model can be written as follows:
D = 8.078 BATXBETA − 6.110 ERS10 BETA − 3.274 SASX 10 BETA + 7.045 LOGMCAP − 4.643RETURN

Basically, the standardized discriminant function coefficients indicate the relative
importance of the independent variables in predicting the dependent. In our case,
BATXBETA score (variable x1) was the strongest predictor while LOGMCAP score
(variable x8) was next in importance as a predictor. These two variables with large
coefficients stand out as those that strongly predict allocation to the most liquid or
the least liquid group. In general, if we rank these other coefficients by their absolute
values, next to LOGMACP, as the best predictor comes ERS10BETA (variable x4),
23

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

RETURN (variable x10) and finally SASX10BETA (variable x6). Let us now examine
the practical implications of these results.
BATXBETA, or the beta coefficient as a measure of sensitivity of a stock price to
movement in BATX, is very important tool when making an investment decision on
capital market in Bosnia and Herzegovina. Why? Well, since the BATX is made up
of the most liquid stocks traded on SASE and BLSE, every investor should first
examine the sensitivity of the selected stock to the mentioned index.
Beta coefficient has proved itself as a very useful instrument which investors can use
in the process of defining an investment decision on the capital market. For example,
if we look at Table 6, we see that the estimation of parameter BATXBETA was
statistically important in case of the following issuers: BHTRS, BSNLR, FDSSR,
NOVB-R-E and TLKM-R-A. Furthermore, when knowing the beta coefficient, an
investor may classify any selected stock in one of the three possible groups, i.e.: (1)
an average stock (β = 1); (2) an aggressive stock β &gt; 1, and (3) a defensive stock (β &lt;
1). An average stock, according to the definition, will have beta 1 value, which
means that its return will proportionally follow return on the selected stock exchange
index. A beta coefficient higher than 1 implies that returns for the stock move more
than the market. These stocks are known as aggressive. On the other hand a beta of
less than 1 means that the stock will be less volatile than the market. These stocks are
known as defensive. According to the results presented in Table 6 all of the selected
stocks may be classified as defensive.
As second best predictor in our analysis, LOGMCAP, or the number of stocks
multiplied by their current price on the stock market, is in general, very important
tool in investment decision making. Since market capitalization may be used as a
measure of liquidity (Von Wyss, 2008) this indicator is especially important when
investing in underdeveloped capital markets.
Furthermore, the modern portfolio theory predicts that if the general assumptions of
the capital asset pricing model (CAPM) hold, and the markets are efficient,
systematic risk is the only priced in factor. However, there is a stream of literature
that spills doubt over CAPM and provide evidence that the systematic risk factor is
not the only priced factor, adding firm-specific parameters such as company size
(which can be seen as a proxy for marketability, large bid-ask spreads, nontransparent information, etc.) and earnings yield affect returns to the discussions.
Measuring the size of a company by its market capitalization value, studies utilizing
24

Journal of Economic and Social Studies

�Stock Selection Based on Discriminant Analysis:
Case of Capital Market of Bosnia and Herzegovina

data from different stock exchanges, often find that smaller companies carry a so
called “small-firm” premium and earn higher returns than their larger counterparts
in a buy and hold strategy. Since 1926, the nominal returns on large cap stocks have
averaged about 10% per annum, whereas small-cap stocks brought about 12% and
corporate bonds about 6% gross of inflation rate and taxation (Keating, 2013).
Developed markets have acknowledged this, and decision makers have placed large
incentives in form of commissions and trading spreads to support small-caps with
equity analysis, market makers and the like. As concerns for investor protection rise
in the recent years the rule making has reversed a bit.
When allocating funds to peripheral and emerging markets, investors particularly
look into parameters such as market capitalization and liquidity, as well as market
depth (the sensitivity of bid-ask spreads on the local stock exchange to the placement
of trading volumes within a certain period of time). This liquidity risk is defined as
the risk of a security not being able to trade quickly enough in the market such to
prevent losses. In the modern times of high frequency trading, sophisticated systems
and cash abundant investors in search of yields, liquidity provides investors with an
option to exit, and induces them to take risk, growing capital formation, which in
turn funds innovation and leads to constantly improving standard of living. If
liquidity is eliminated or reduced, this process is reversed meaning that smaller
markets will be more and more excluded in investment decisions based on these
parameters and seen as unattractive for any sort of capitalization, which in turn
diminishes future economic growth. The impact of liquidity can be reduced, if firms
have a firm financial management in place and diversify across several liquidity
providers in the region.
Investing in small-cap companies is one of the most widely used passive growth
strategy where discipline and diversification gains on importance. A conviction bet in
a less liquid market can bring higher returns; as such markets are more volatile,
rewarding their participants for the risks being taken. Understanding this
relationship between company size, return potential and risk is crucial before adding
any equity position to the investor portfolio.
Conclusion
In this paper we investigated the possibilities of stock selection and analysis on the
underdeveloped capital market of Bosnia and Herzegovina. Due to its many
specificities (such as low market capitalization, poor liquidity and turnover, weak
25

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

legal protection for minority shareholders, low correlation with developed and
emerging capital markets, etc.), any kind of scientific research on this market can
help investors in shaping their investment strategies. Therefore, the main goal of this
paper was to scientifically examine and propose new approach of stock selection and
analysis based on multivariate technique, i.e. discriminant analysis, in order to help
investors, individual and institutional, in their decision making process, especially in
case of underdeveloped capital markets. The main limitations of this study are to be
found in the shorter available financial time series in newly formed capitalistic
economy, missing data due to the lack of collective records on levels of securities
offerings issues. However, the main advantage of this research is that we concluded
that discriminant analysis is a useful quantitative tool that can help investors in
shaping their investment strategies in case of capital market of Bosnia and
Herzegovina. We also found that the beta coefficient, market capitalization and
realized historical return have discriminatory capabilities in case of the capital market
of Bosnia and Herzegovina. The real implications of this research can be seen in the
shaping of investment strategies of potential investors looking to diversify their
portfolios as well as financial managers of smaller listed companies looking for ways
to make their financial structure more attractive to investors. To summarize,
previously formulated scientific hypotheses can be confirmed and further research
suggests a need for more in depth analysis of effects investment strategies based on
the new approach of stock selection and analysis proposed in this paper.

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�Stock Selection Based on Discriminant Analysis:
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Stock market information, including dividend information, is often not complete and is not
always disclosed in English. There is no central source for this type of information.
ii
According to additional information, it has been learned that there are several active
custodians available for foreign investors.
iii
Bosnian Investment Fund Index – BIFX, The Sarajevo Stock Exchange, Retrieved 18 April
2013, from http://195.222.43.81/sase-final/language/en-US/Market/Index/Index_BIFX.aspx
iv
SArajevo Stock EXchange Index 10 – SASX-10, The Sarajevo Stock Exchange, Retrieved
18 April 2013, from http://195.222.43.81/sase-final/language/en-US/Home.aspx
v
SArajevo Stock EXchange Index 10 – SASX-10, The Sarajevo Stock Exchange, Retrieved 19
April 2013, from http://195.222.43.81/sase-final/language/en-US/Home.aspx
vi
Methodology for Establishing, Calculating and Revision of Investment Funds Index of
Republic of Srpska, The Banja Luka Stock Exchange, Retrieved 20, April 2013, from
http://www.blberza.com/Cms2FileCache/files/cms2/docver/19709/files/FIRS%20methodolo
gy.pdf
i

29

�Jasmina Okičić, Sonja Remetić-Horvath, Baris Büyükdemir

Methodology for Establishing, Calculating and Revision of Stock Exchange Index of
Republic of Srpska, The Banja Luka Stock Exchange, Retrieved 20 April 2013, from
http://www.blberza.com/Cms2FileCache/files/cms2/docver/19710/files/Methodology_BIRS
_20_05_11.pdf
viii
Methodology for Establishing, Calculating and Revision of The Index Of Companies Of
Power Utility Of The Republic Of Srpska, The Banja Luka Stock Exchange, Retrieved 20
April 2013, from http://www.blberza.com/Cms2FileCache/files/cms2/docver/19711/files
/METODOLOGIJA%20ERS10%20engl.pdf
ix
For more information see: The Bosnian Traded Index (BATX), The Wiener Börse AG,
Retrieved 30 December 2012, from http://en.indices.cc/indices/cee/profiles/batx.html
x
Real historical values for BATX are available at: BOSNIAN TX BAM (BXL.VI), Yahoo!
Finance, Retrieved 14 December 2012, from http://finance.yahoo.com/q/hp?s=BXL.VI
+Historical+Prices
xi
Bosnian Traded Index (BATX), The Wiener Börse AG, Retrieved 20 April 2013, from
http://en.indices.cc/static/cms/sites/indices/media/en/pdf/download/profiles/en_BATX.pdf
xii
For more information on composition of BATX see: Bosnian Traded Index in BAM BATX BAM, The Wiener Börse AG, Retrieved 7 July 2012, from
http://en.indices.cc/indices/details/bxl/composition/
xiii
Dobrinja d.d. Ilidža was not used because at the time this research was done, quotes
weren’t available on the official web site of the SASE.
xiv
For this, in this paper the stock closing prices for the first and last trading day of each
month were collected.
xv
All results in this research were generated by: SPSS® Student Version 11.0 for Windows®,
©SPSS Inc. 2002, Quantitative Micro Software EViews 7.1 Enterprise Edition 2010 and
STATISTICA 7.0 Copyright© StataSoft, Inc. 1984-2004.
xvi
Null hypothesis is confirmed in this case, if p – values are higher than selected significance
level.
vii

30

Journal of Economic and Social Studies

�</text>
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REMETIC HORVATH, Sonja
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                <text>The main goal of this paper is to scientifically examine and propose new approach of stock selection and analysis based on multivariate technique, i.e. discriminant analysis, in order to help investors, individual and institutional, in their decision making process, especially in case of underdeveloped capital markets. Therefore, in this paper we investigate the cross—sectional relation between the independent variables of the model, comprised of beta coefficient and some fundamental variables as well as the average stock returns on the underdeveloped capital market of Bosnia and Herzegovina. We concluded that discriminant analysis is a useful quantitative tool that can help investors in shaping their investment strategies. We also found that the beta coefficient, market capitalization and realized historical return have discriminatory capabilities in case of the capital market of Bosnia and Herzegovina. The real implications of this research can be seen in the shaping of investment strategies of potential investors looking to diversify their portfolios. The main limitations of this study are to be found in the shorter available financial time series in newly formed capitalistic economy, missing data due to the lack of collective records on levels of securities offerings issues.   </text>
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                    <text>Journal of Economic and Social Studies

Capital Market in Bosnia and Herzegovina:
Unused Potential as Alternative Source of Financing
Tarik Kurbegović
Sarajevo Stock Exchange
Sarajevo, Bosnia-Herzegovina
tarik.kurbegovic@sase.ba
Abstract: One of the most important factors of conducting

business successfully and also in achieving the interests of the
owner of entity is adequate structuring of source of financing
of company or institution. Debt as a source of financing has
its advantages in terms of potential of increasing of wealth
for the owner of capital. On the other side, debt alone as
source of finance can be realized on a several ways, where
plenty of factors influence that choice. In the past few years
in Bosnia and Herzegovina (BiH), the possibility of finance
big infrastructural projects through emission of debt
securities has been often mentioned. Until now neither of
these projects has been financed in this way. About this
problematic can be spoken from many aspects such as:
strategic decisions, limits concerning budget deficit, technical
conductions, efficient managing of public debt and so
further. These are the facts that we want to consider when
we speak about capital market as alternative source of
financing trying to reach the advantages and disadvantages
of emission of debt securities including the possibilities,
techniques and benefits of financing of infrastructural
projects through bonds.

Keywords: Capital market,
Debt securities, Bond,
Alternative financing,
Municipal bonds

JEL Classification: O16
Article History

Submitted: 06 Jun 2013
Resubmitted: 02 October 2013
Accepted: 10 January 2014

http://dx.doi.org/
10.14706/JECOSS11423

53

�Tarik Kurbegović

Introduction
The foundations of the capital market in the Federation of Bosnia and Herzegovina
were laid down with the adoption of the Law on Securities in 1998, the Law on
Business Companies from 1999 and the laws establishing the fundamental capital
market institutions – The Securities Commission of the Federation of Bosnia and
Herzegovina and the Registry of Securities of the Federation of Bosnia and
Herzegovina. The launch of the Sarajevo Stock Exchange in 2002 marked a
milestone in the development of the capital market. On September 13, the Sarajevo
Stock Exchange (SASE) was founded in accordance with the Law on Securities as a
joint stock company by eight brokerage houses with the share capital of 300,000
KM. Following the adoption of the SASE Statute and the Rules, meeting of all the
technical and personnel preconditions and completing extensive preparations, the
first trading of shares was held on April 14, 2002 at the Sarajevo Stock Exchange.
The capital market development in the Federation of Bosnia and Herzegovina was
linked closely with the process of (mass) privatization. The privatization receivables
(“the certificates”) which were issued to all adults in the Federation of B&amp;H were
mostly invested into the Privatization Investment Funds (PIF) and companies
offering state capital. Poor awareness of the certificate owners and later share owners
on the rights and obligations regarding their ownership in the funds and privatized
companies lead to the fact that initial trading by these issuers on the Sarajevo Stock
Exchange was mostly conducted by discount rates.
The total turnover in SASE’s first year equalled to 41.6 million KM which was the
lowest annual turnover in the Company’s 10-year history. The market values of the
listed joint stock companies at the end of 2002 (market capitalization) amounted to
321 million KM.

54

Journal of Economic and Social Studies

�Capital Market in Bosnia and Herzegovina:
Unused Potential as Alternative Source of Financing

Table 1. Overview of turnover and the market capitalization in the last ten years
Year

Turnover (KM)

2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012

41.678.465,00
118.888.794,00
201.137.333,00
555.353.931,00
654.717.252,00
1.274.340.113,98
477.076.375,47
219.048.701,00
108.554.379,41
244.787.112,11
373.577.487,70

Market capitalization on
December 31 (in KM)
321.253.156,34
780.246.167,55
3.751.568.969,67
6.694.365.072,29
11.404.786.537,71
15.518.257.216,11
7.808.681.905,37
7.158.678.913,80
7.210.603.026,80
4.371.013.728,43
4.504.560.828,97

Source: www.sase.ba
The initial trading on the Stock Exchange was in the auction trading format with
one auction per day. The number of auctions later increased which lead to the
introduction of the Multi-Fixing Trading Schedule (MFTS) in 2004 intended for
stocks with higher solvency.
The SASE turnover and market capitalization were constantly increasing until 2007
when the annual turnover for the year amounted to 1.274 billion KM and the total
company market value equalling to 15.5 billion KM.
As a consequence of the global financial and economic crisis and its notable effect on
the biggest investors (Slovenia and Croatia) on the FB&amp;H capital market, the
turnover in 2008 experienced a sudden plunge. The trend of turnover and market
capitalization pull-down continued until 2010 which was followed by two years of
turnover surge.
In the first six years of SASE, the primary market material was shares of issuers from
the privatization process. After most of the companies of interest experienced
ownership consolidation and considering the fact that there was a standstill in the
privatization process the share of equities in the total turnover was reduced.

55

�Tarik Kurbegović

Despite the fact that in August 2007, a very successful sale of state-owned capital in
“Interšped plc Sarajevo” was held, the political turmoil did not allow for the process
to continue. Instead of equity instruments, the attention of the market from 2009
was drawn by the debt securities. This related to the bonds of the Federation of
Bosnia and Herzegovina issued on the basis of internal debt (old foreign currency
savings and war receivables). However, poor awareness of the bond owners on the
possibility of their sale on the secondary market and a relatively long maturity period
did not lead to the use of the securities’ full potential on the market.
A big change on the local capital market occurred in 2011 when the Sarajevo Stock
Exchange organized for the first time the primary market auction of treasury bills in
FB&amp;H. Perceiving the advantages of borrowing from the local market through the
Sarajevo Stock Exchange, the FB&amp;H Government had multiple entries on the local
market and thus fulfilled all its requirements for short-term and long-term financing.
Figure 1. Comparison of trading volume on BH stock exchanges

Source: www.sase.ba
The development of the capital market in the other BiH entity followed the trends
in the Federation of BiH. Although the Banja Luka Stock Exchange was establhed
somewhat earlier than SASE, until 2010 the turnover ratio of the two BiH Stock
Exchanges was 2/3 to 1/3 in favour of the Sarajevo Stock Exchange. However, in
2010 and 2011 due to a higher demand of the RS to finance its budget deficit and
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the large number of municipal bond issuing, the ratio was turned in favour of the
Banja Luka Stock Exchange.
Ways of Financing Growth and Development
One of the most important factors of conducting business successfully and also in
achieving the interests of the owner of entity is adequate structuring of source of
financing of company or institution. Debt as a source of financing has its advantages
in terms of potential of increasing of wealth for the owner of capital. The thing that
we are speaking about is optimizing relationships of debt to ownership capital.
On the other side, debt alone as source of finance can be realized on a several ways,
where plenty of factors influence that choice. We mean here on financing through
bank credits versus financing by emission of debt securities. The sizes of a company
or an institution together with the financial system are most important factors that
determine not only the way of financing through emission of debt securities but also
considering it as an option or a possibility.
In the past few years in BiH the possibility of financing big infrastructural projects
through emission of debt securities has been often mentioned. Until now neither of
these projects has been financed this way.
About this problem can be spoken from many aspects such as: strategic decisions,
limits concerning budget deficit, technical conductions, efficient managing of public
debt and so further.
If it is about finance of corridor 5C or about financing infrastructural projects on the
local level, bank loans determine the way of financing in Bosnia. In most case these
loans are offered by international finance institutions or some countries. On the
other side by emission of bonds issued either by state/entity or more concrete public
company „Autoceste FBH“, the state itself would become investor. Thus the state,
entity, municipality and citizens instead of trading with bonds that are used with aim
to cover budget deficits can be used for infrastructural projects and development.
These are the facts that we want to consider when we speak about capital market as
alternative source of financing trying to reach what are the advantages and
disadvantages of emission of debt securities, what are the possibilities, techniques and
benefits of financing of infrastructural projects through bonds.
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Debt as an Alternative Source of Financing
When we talk about debt or financing through debt and its reflection on the
economy, there is no single stance on the type of debt although there are the
Maastricht Criteria which state that it should not exceed 60% of the GDP and that
the deficit should not exceed 3% of the GDP.
The experts believe that the best way of debt management is to compare it with the
conditions in the countries in the region or beyond. If we take a look at the world
map and the state of public debt in each individual country, we will perceive that the
most developed countries are the ones most indebted. Doesn’t that lead us to a
conclusion that it is justified to go into a debt? On the other hand, countries which
are also considered as developed but are not indebted are either countries rich with
natural resources such oil or gas or the ones whose hyper-production and export
orientation generates a surplus which does not require them to borrow such as China
for example. Nevertheless, if we look at the situation in certain European countries
whose debt exceeds 100% of their GDP we will see that they are facing bankruptcy
while countries such as Belgium whose debt amounts to 97% of their GDP has no
problems with solvency and development (Denk, 2013).
What is important with debt? Firstly, the rate of growth of GDP must always be
higher than the rate of growth of public debt preventing the country to reach
insolvency and thus fail to fulfil its obligations. Secondly, to establish the reasons for
borrowing bas that will determine whether the current or the future generations are
to repay the debt: if the reason is to fill budget holes, then the burden should be
borne by the current generation (taxes) but if the borrowing is intended for
infrastructural investments for the benefit of the future generations then there are
grounds of transferring the debt onto the future generations (borrowings). The third
issue is whether to borrow from the local or foreign market as the effects on the local
economy are significantly different. The main arguments for local borrowing:
development of the local financial market and transparent trading and less exposure
to external risks (changes in interest and exchange rates). All this leads to the fact
that the most important issues regarding debt are not just parameters but proper
debt management - minimizing the negative and maximizing the positive effects.
The expected changes in interest rates are forecasted for the issuing of securities. If
the interest rates are expected to rise, long-term bonds will be issued but if they are
expected to drop the short-term bonds are to be issued. In the borrowing or in the
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process of creating debt, it is important to evaluate whether the local economy can
bear the burden of debt repayment in the long-term. In order for the debt to have
minimum negative and maximum positive effects it is important to harmonize the
fiscal policy with the monetary policy. Moreover, the funds generated through
borrowing should be invested into developmental projects otherwise the public debt
policy is a risk factor which can endanger the future economic growth.
The alternative sources of financing may be viewed as a competition to the banking
sector. Namely, on the developed markets the banking sector is just one of the
players in the overall financial system struggling to earn its place in the system
whereas in our context the banking sector almost holds a monopoly. It goes without
saying that the competition gives rise to better services provided by the players in the
system and the capital market is the alternative source of financing for all target
groups of citizens, municipalities, cantons, entities, states and companies. How?
For example, the citizens can direct their savings in the bank, held at an interest rate
of 2% to 3%, towards buying of bonds which will bring them a return of 12% to
13% on an annual level through an interest rate incurred on the bond plus the
discount as they are buying before the maturity. That means that someone is selling
something for 92% 10 months before the maturity when he would get 100%.
The municipalities, cantons and entities may issue bonds and thus incur funds from
the investors (citizens, banks, companies) to finance their projects and obtain access
to financing for a much cheaper price than borrowing from banks. This means that
the characteristics of bonds as the capital market instrument cannot be disputed, it is
only the means of investing such funds which may be disputed for example if the
state is using the bonds to cover for the budget losses in order to pay off salaries to
the state administration instead of investing them into financing of projects which
would generate return of investment. The fact that the banks are investing the
citizens’ savings into the buying of bonds goes to prove the fact that the bonds are a
safe investment. The poor awareness of citizens and the absence of capital market
culture just add to the case.
Should we consider safety of bonds compare with banks, claiming that bank are
more sure – then it is more than questionable because if the banks run into trouble
their mother banks will not be liable for the sisters on our market as the principle of
solidarity is not valid in this case. Some banks are basic companies with limited
liability carrying the name of their mother company while the state can always
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undertake fiscal measures such as taxes and make up for the money needed to settle
the debt.
Furthermore, in addition to bonds the companies also have the possibility of “going
public” i.e. the IPO which means that if they need new capital to expand their
prospective business they can transform themselves into a joint stock company and
list their shares on the primary market and thus obtain the funds instead of
borrowing from credit funds. Many people in BiH see this as a loss in the ownership
structure which is a completely wrong approach.
Not going beyond the borders of the former Yugoslavia, Stock Exchanges in the
region have developed as a consequence of the economic transition i.e. the
transformation of state capital into both state and private capital. As a result, the
offers of our Stock Exchanges usually included equity securities or simply shares and
stocks which were later followed by the debt securities notably bonds and treasury
bills.
Equity versus Debt
To explain briefly, shares are equity securities which give the shareholder the right to
make decisions at an assembly and to participate in the distribution of dividends
while the bonds and treasury bills are debt securities which oblige the buyer to pay
the bidder the annual interest in addition to the principal upon maturity during the
validity of the bond. The difference between the bonds and the treasury bills is that
bonds are long-term debt securities while T-bills are short-term securities with a
maturity of one year.
In principle, the bonds incur a regular income, less return with a low level of risk and
volatility (although there are exceptions). Everyone can achieve financial profit if
bonds are part of their financial portfolio. Bonds are debt securities issued by the
state (state bonds), local authorities (for example: municipal bonds) and companies
(corporate bonds) in order to finance different investments at a lower cost in
comparison to a classic credit. As opposed to shares, the bonds do not give the owner
the right to participate in decision-making and profit but they do entitle him to
return of the invested principal increased by the contracted interest rate for the
contracted period of time. The nominal value of the bond indicates the amount of
money the bond owner will get at the time of its maturity. The nominal (coupon)
interest rate on bonds is the rate used for calculating and paying interest in line with
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the schedule stated in the bond. The maturity date is the date when the bond issuer
must pay the principal to the bond owners. In view of the fact that the bonds are a
long-term financing instrument, the maturity period is usually between 2 to 30 years
after the bond issuing. Most often the short-term bonds have a maturity period less
than a year, mid-term bonds have maturity period between two to ten years while
long-term bonds usually last for more than 10 years. As for the bond issuers, the
most common ones are state bonds, municipal bonds issued by the local authority or
corporate bonds issued by large companies and corporations.
Bonds are usually considered to be a less risky investment than stocks. When you
buy a bond at the time of their issue and you hold on to it until its maturity you will
incur regular income (interest, return) and the whole investment amount upon
maturity. The risk that you undertake (together with the inflation risk) might be in
the fact that the issuer will not be able to settle all its obligations, pay the interest and
pay your invested principal. This is known as the credit risk. In addition there is also
the market risk i.e. the risk of the bond price change. There is a constant fluctuation
in the value of bonds and if you wish to sell your bond before its maturity you might
get less than what you have paid for. In any case, bonds are a good option for
investment diversification (Orsag, 2011).
Bonds are a good form of investment for investors with low risk preferences and for
reducing the overall risk of portfolio diversification. Namely, in contrast to the
stocks, the bonds incur fixed return to their owners - the interest. Moreover, in the
business result distribution hierarchy and its salvage value bonds hold a superior
position over the share holders meaning that the companies are legally bound to pay
off the outstanding debts stemming from bonds prior to any pay off to the owners of
the company that has issued them. The state bonds are highly secure since the pay
off of their receivables is warranted by the state.
In making their decisions on using the capital market as the source of financing for
the development and/or expansion of their business activities, the legal entities have
to decide on the type of security which they wish to issue - the equity or the debt
securities. In the case of public sector- the state, cantons, city and municipality – this
dilemma does not exist as they can issue only debt securities. With companies, the
issue is whether they wish to enter into contractual relations (with the issuing of
bonds) or they wish to expand their ownership structure (with the issuing of shares).

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The issuing of shares changes more or less significantly the ownership structure of
the company depending on the number of issued securities. That leads to changes in
company management and profit distribution. The most notable transition is from
the closed (equity) joint stock company into a (public) open joint stock company as
this is usually the first time the ownership is separated from the management
functions. This is the reason why the companies in BiH rarely opt for this move. On
the other hand, this move enables the company to ensure long-term capital for their
development as the issued shares do not have dates of maturity. Moreover, the
dividend as one of the integral parts of the overall return to investor is not
mandatory and is conditioned by the positive financial results and adequate assembly
decision (Stanley, 1989).
With the issuing of bonds, the company borrows from the investor. They are
entitled to period interest payoff (quarterly, semi-annually or annually) but do not
have the right to manage the company nor participate in profit distribution. One
advantage for the company is that there is no change in the ownership structure and
it creates a possibility for a later buy off of the bonds from the investor provided that
it stands in accordance with the decision on bond issuing.
From the investor’s point of view, the bonds as debt securities are ranked into a
category of safe securities in comparison to the stocks. The primary reason for this is
that the bond owners have priority in payoff in case of company’s bankruptcy while
the shareholders are the last in line for the pay.
Financing the Development of Local Municipalities
The municipal bonds i.e. the bonds issued by the local authority are a globally
popular means of financing the development of municipalities and other local selfauthority units. The reason for the instrument’s popularity lies in the advantages that
it offers to both the municipality and the investors. The following sector will present
according to the author's long year dealing with these issues the advantages for the
municipality:
Lower financing costs
In addition to the presence of the so-called “humanitarian loans”, the loans from
commercial banks are one of the most frequently used mechanisms of financing
municipal development. One of the reasons for this is primarily due to easy
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accessibility of such loans (if we are talking about a financially sound municipality)
but also due to poor awareness of the municipal administration regarding alternative
sources of financing notably through the capital market. In order to understand the
advantage of lower financing bonds with the issuing of municipal bonds, it is
important to draw your attention to the difference between the active and passive
interest rates in the banking system. The passive interest rates are those incurred by
the citizens or companies when they deposit or term deposit their assets in the bank
while the passive interest rates are paid when the citizen or the company takes out a
loan to settle its necessities. If we analyse the situation in Bosnia and Herzegovina in
2012, the difference between the active and the passive interest rates or the so-called
interest spread was not less than 4%. Why is this important in our elaboration of
municipal bonds? It is because this is the so-called “interest area” from where the
municipalities (or other legal entities) may opt to borrow achieving significant
savings on one side and motivating the population enough to buy the municipal
bonds on the other.
More flexible borrowing terms
Looking from the aspect of flexibility and adaptability to the needs of the
municipalities for the financing of infrastructural projects, the bank loans are very
limited. The banks are not very willing to give long-term loans and their loans are
very often placed under a floating interest rate. In bond issuing, the municipality has
much more flexibility in terms of maturity which enables much longer maturity
dates but also enables more precise definition of modalities and loan repayment
schedule. If we add a standard fixed interest rate to this there are enough reasons to
seriously start thinking about bond issuing instead of taking up loans. Of course, in
setting out the terms and conditions, the municipality needs to take into account
that the issuing terms are attractive enough for the investors to buy these securities.
Fostering the municipal administration
With bond issuing, the municipality needs to be more transparent and open in terms
of their financial operations. The investors are unwilling to invest into a “black box”
and the municipal administration must define clearly the channels and the action
plan for their incurred investments. The more detailed and credible the action plan,
the less possibility for undedicated asset spending and the bond issuing will be more
successful.
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Investing into municipal bonds also has advantages for the investors. To name the
few:
Higher return than with fixed-deposits
The municipal bonds often incur higher interest than fixed deposits and much
higher return than in case of a vista deposits. Moreover, investing into municipal
(and other public sector bonds) has a very positive tax treatment. For example, very
often the amount of money invested into such financial instruments is deduced from
the investor’s tax basis which, together with the higher interest rates in general makes
the municipal bonds instruments with a relatively high rate of return in comparison
with other (debt) instruments.
Safety
As with other public sector securities, the municipal bonds are also considered to be
safe securities. The logic behind this claim is that if there is a problem in the
repayment of the borrowed amount, the municipality may always introduce the final
measure of local tax increase or introduce para-fiscal levies although such behaviour
surely would not have a positive effect on the investors.
Participation of local population in municipal development
A fact which we cannot forget is the effect the municipal bonds have on “local
patriotism.” in view of the fact that the municipalities are places where people live it
is in everyone’s interest for the municipality to prosper and develop. This can be an
additional motivational factor for the local businessmen or wealthier citizens in the
municipality to buy this type of financial instrument. However, we must be aware
that today’s sole reliance on patriotism will not ensure bond issuing success.
The first municipal bonds were issued in 2008 in Bosnia and Herzegovina,
accidentally or not in Municipality of Laktaši. The issued bonds valued at 10 million
KM issued at a period of 6 years and at an interest rate of 5.75% were issued to build
a sports centre. In Republika Srpska, several dozen municipalities have issued bonds
and thus generated significant funds. The fact that the Investment-Development
Bank of Republika Srpska ensured the success of most of the issuing and that this
served as a political instrument of awarding credits to politically eligible
municipalities does not diminish the importance of the mere issuing for the
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development of their capital market. In the Federation of BiH, two municipalities
have issued their bonds. The pioneer step was taken by Municipality Tešanj with the
issuing of bonds valued at 500.000 KM for a period of 3 years and at an interest rate
of 6%. Tešanj was soon followed by Cazin which issued bonds valued at 1 million
KM, at an interest rate of 6% for a period of 5 years.
Financing of Infrastructural Projects
The infrastructural projects are among other things a driver of development of the
local community and the state/entity in general. In addition to being an incentive for
economic growth, such (successful) projects raise the living standard of the whole
population, provide support to business activities and finally increase the level of
competition of the local community/region/state where the project is being
implemented.
In addition to all the other factors in involved in the implementation of
infrastructural projects, a very important segment is the model and means of project
financing. In view of that there is a whole range of modalities and approaches to
financing. In the previous section we saw some basic characteristics and advantages
of project financing by means of bond issuing (in public and private sectors) and in
the following section we will give a brief overview of the alternative models for
financing infrastructural projects and a longer review of debt financing via bonds and
financing through a mixed partnership of the public and private sector.
Financing of infrastructural projects can be categorized in several ways depending on
the criteria of categorization. These are (Aralica et al., 2007):
• local and foreign financing depending on the asset source of origin, then
• public, private, mixed types of models/categories depending on the investor’s
sector of origin (public/private);, and
• personal or external financing (from the current budget revenues) depending
on the techniques and instruments of financing.

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Within the scope of the third category, the external financing may come from
different sources and be implemented with different techniques and instruments.
Thus we can differentiate the following types of financings:
• donation that include for example EU funds, local funds and local
development banks and agencies (state, entity…), foreign development banks
and other institutions, foreign development agencies and similar
institutions…,
• DEBT FINANSING where we usually have the commercial bank loans from
local development banks and agencies, foreign development banks (EBRD,
WB, EIB...), borrowing through BOND issuing
• financing by means of “own capital” (financing which includes private equity,
the so-called public-private-partnership) where we can talk about concessions,
joint ventures and the so-called project financing.
In this paper we will not be able to give a more detailed overview of the
aforementioned aspects, models and categories of financing but we will rather focus
on the debt financing through bond issuing and financing which involves the
profit/private sector or the public-private partnership. Recently, the public sector has
been turning to the private sector more often than ever to support it in their
development and provision of infrastructural services. The public administration
which is faced with the ever growing service demand, significant institutional and
operational deficiencies and limited financial assets, has recognized the private sector
as the valuable source of new technologies, management expertise and source of
investment capital. The global experiences have shown that if they are designed
properly, the system of the public-private partnership can largely influence boost in
quality, availability and cost efficiency of local infrastructural services.
Financing through bond issuing as a realistic alternative to investment loans and the
whole spectrum of possible financing sources, certainly has its advantages for both
the lender and the borrower (which we mentioned in the previous sections of this
paper) and leaves a positive effect on the financial market as a whole. However, the
reality has shown that this system of financing was chosen by a relatively small
number of municipalities and other levels of authority in the recent period. We can
look for the reasons to this in the low level of awareness on the advantages of such
forms of financing as it is (nevertheless) easier and (faster) to get access to the bank
loan. Moreover we can add the insufficient engagement of the local and other levels
of authority in choosing projects and seeking (combining) different sources of
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financing. Perhaps this situation is favourable at the moment as it leaves the local
authorities (and other levels) with a lot of space to borrow, however such borrowing
needs to be accompanies with a strategic approach, coordination, a clear plan and
aims, good budget planning and discipline.
In analysing the characteristics of bonds for financing infrastructural projects we can
make a clear distinction between the state- financed infrastructural projects or
projects financed on the local level (Orsag, 2012).
In the first case, the state can be easily indebted by using various instruments and
arrangements with a standard coupon bonds (bonds with one-off depreciation) being
the principal option. In this case, such bonds have significant advantages since the
only thing financed until their date of maturity is the interest - this is a very
important characteristic at the moment. Moreover, we need to take into
consideration that it is important to plan and manage the public debt carefully. We
can say that it is realistic to expect that due to an upward economic cycle, at the time
of maturity the budget flow will be sufficient to settle the principal without
additional borrowing which leads us to conclude that the public debt in this context
may significantly be decreased in the upcoming period with the issuing of bonds at
the moment. This gives us the right to claim that the current economic situation in
BiH is favourable for borrowings for the financing of infrastructural projects namely the most advantageous being the bond issuing (Šimović, 2005).
We will mention here that (apart from all the other classifications and
characteristics) the bonds issued by the public authorities may be general obligation
bonds and revenue bonds (bonds of special purpose). The general obligation bonds
are characterised by the general obligation of the issuer to repay the debt and the
principal and interest may be settled from any authority source of revenue.
The revenue bonds are issued with the purpose in generating revenue from specific
projects. The principal and the interest are paid from the revenue generated by the
facility built from the previous borrowing. For example, pay toll collection may pay
for the obligations incurred with the issued bonds.
In principal, the state does not issue revenue bonds unless it represents a guarantor of
the issuing for the local community or a state-owned company and different state
agencies.
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The direct financing of state infrastructural projects should primarily take place with
the issuing of general obligation bonds. This is also possible in case the state is using
state-owned companies or legal entities established specifically for these purposes as
project holders intended for infrastructural project implementation and
management. These companies are engaged in one phase or throughout the project,
either independently or in partnership with the private sector (Special Purpose
Vehicle). here we can talk additionally about the public-private partnership where we
can involve the private sector in the ownership structure of such companies and the
combinations in that context (the contractual relations, the modalities of financing)
are vast and require special attention as the adequate model may generate significant
positive results both in the financial terms and other aspects of the infrastructural
project (Kačer et al., 2008).
We have to understand that the possible combinations of the private and public
sector partnership are vast in terms of financing, implementation, ownership,
management, level of risk and its distribution. In the following section we will give a
brief overview of these models. All models of the PPP may be grouped into several
basic forms of implementing the public-private partnership:
• Management contracts and service contracts by which the private sector
undertakes to provide services on behalf of the public sector.
• Lease agreements by which the public sector offers the private sector the use of
its property. The private partner leases/rents the property and often develops
it in both technological and functional context.
• Joint venture agreements by which the public and the private sector establish a
joint business entity in order to implement a project where the amount and
means of investing and sharing risk is defined by contract.
• Build-Operate-Transfer – concession agreements by which the public sector
transfer part of its rights and tasks for conducting the relevant business activity
onto the private sector partner for a specific period of time.
• Private finance initiative PFI– a form of PPP belonging to the Design-BuildFinance-Operate contract type. The other forms of partnership include
BOOT (Build-Own-Operate-Transfer), DBFOOT (Design-Build-FinanceOwn-Operate-Transfer) and other. As part of the PFI, the public sector leases
or buys a specific type of public assets or public services rendered by the
private sector partner.

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• BOO (Build-Own-Operate) and BBO (Buy-Build-Operate) contracts- by
which the private partner is buying, building, maintaining and operating the
property in its sole ownership and by managing it, the private sector partner
bears all the risks but also enjoys all the benefits of providing the contracted
public service (Guidelines for Successful Public-Private Partnership, 2003).
In the following section we will present the different forms which appeared as
models of PPP in practice (especially after the 1980’s):
• FO - Finance Only: The private sector, notably banks and funds directly
finance the building of public infrastructure.
• DBB: Design-Bid-Build: The public sector partner sets out project terms of
reference, ensures financing and project design while the private bidder is
responsible for the building. The public sector partner provides the service,
maintains the facility and owns the constructed building.
• DBM: Design-Build-Maintain: The private sector designs, builds and
maintains the infrastructure, undertakes cost, quality and maintenance risks of
the building.
• OM: Operate-Maintain: By means of contract, the private sector partner
provides the service using public assets or public property but the ownership is
still in the hands of the public sector.
• DBO: Design-Build-Operate: The private sector designs and builds the public
asset while the financing costs are borne by the public sector. Upon the
building completion, the private partner take up a long-term lease over the
facilities and uses them for service provision.
• BOT: Build-Operate-Transfer: The private sector builds the public asset and
uses it for service provision. The public partner as the service provider
(controlled by the public sector) collects the fees for the provided services
from the public sector and/or the end users. After the expiry of the long-term
lease, the public asset is returned to the public sector partner.
• DBFO: Design-Build-Finance-Operate: The private sector designs, builds and
finances the implementation of the public asset and takes up a long-term
lease. It manages the service provision and uses the public asset for a
contracted number of years.
• (BOOT: Build-Own-Operate-Transfer): The private sector builds the public
asset upon the design of the public sector, owns it for a contracted period of
time and uses it for service provision. The public partner as the service
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•
•

•

•

•

•

provider (controlled by the public sector) collects the fees for the provided
services from the public sector and/or the end users. After the expiry of the
long-term lease, the public asset is returned to the public sector partner
without a fee.
LDO: Lease-Develop-Operate: The private partner takes the public asset up
for a lease, develops it in technical and functional terms and manages its use.
BLOT: Build-Lease-Operate-Transfer: The private partner builds the public
asset and takes it up for a lease. The ownership over the asset remains with the
public sector while the private sector provides services using the leased public
asset. With the expiry of the contracted period, the ownership over the public
asset is returned to the public partner.
BUYOOT: Buy-Own-Operate-Transfer): The private sector buys the public
asset, uses it for a contracted number of years and provides services. With the
expiry of the contracted period, the ownership over the public asset is
returned to the public partner without a fee.
DBFOOT: Design Build-Finance-Own-Operate-Transfer): The private sector
designs, builds and finances the public project, manages the service provision
and operates the public asset which is in his ownership for a contracted
number of years. With the expiry of the contracted period, the ownership over
the public asset is returned to the public partner without a fee.
BOO: Build-Own-Operate: The private sector builds and manages the public
asset in its ownership without the obligation of transferring the property to
the public sector. The monitoring over the private sector service provision is
most often performed and regulated by the public authorities.
BBO: Buy-Build-Operate: The private sector buys the public asset, develops
and manages it, provides services to the public sector or the end users. With
the expiry of the contracted period, the private sector retains the ownership
rights over the public asset (Robert, 2001).

Conclusion
The debt as the source of financing has potentially significant benefits (if adequately
managed and implemented) both in the private and the public sector. If analysed in
the wider context, the capital market should provide its participants multiple means
and instruments for debt collection and implementation namely the long-term debt
which is to be used for investment projects (both public and private). In the current
practice, the most common debt was the banking debt from traditional credit
agreements implemented without incurring securities. Such an arrangement has its
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�Capital Market in Bosnia and Herzegovina:
Unused Potential as Alternative Source of Financing

advantages but also disadvantages as it does not have the option of debt
implementation through the issuing of debt securities. The presence of a number of
institutions representing the infrastructure of the modern capital market creates a
basic precondition for the future segmentation of the capital market regarding the
offer/generation of different forms of securities holding different characteristics
(risks, maturity...etc) and it seems that at the moment there are realistic conditions
for a more significant bond issuing on the local and other higher levels of authority
in BiH.
The bonds take up their place both with private and public issuers although in the
case of the private sector, this instrument is primarily reserved for the big joint stock
companies. On the other hand, bond issuing as the means of financing development
and infrastructural projects in municipalities, regions, entities and states represents a
potentially very important segment of functioning and purpose of the capital market.
A very popular phrase in the last several decades has been the public-private
partnership. There are reasons why there has been an “explosion” of this joint
approach in the provision of public services/products. It is necessary to know the
different models that have appeared in the current practice all with the aim of
drawing on the positive experience and applying the suitable model responding to
the specific project or need.
References
Aralica, Z., Račić, D. &amp; Šišinački, Jelena (2007) Project financing of infrastructure,
Privredna kretanja i ekonomska politika, 17/112, 52-87
Denk, O. (2013), “Italy and the Euro Area Crisis: Securing Fiscal Sustainability and
Financial Stability”, OECD Economics Department Working Papers, No. 1065,
OECD
European Commission, Directorate-General, Regional Policy (2003) Guidelines for
Successful Public-Private Partnership. Brussels
Kačer, H., Kružić, D., &amp; Perković, A. (2008) Javno - privatno partnerstvo –
Atraktivnost DBFOOT Modela, Zbornik radova Pravnog fakulteta u Splitu,
45,3/2008, 603-640
71

�Tarik Kurbegović

Orsag, S. (2011) Vrijednosni papiri: investicije i instrumenti financiranja, Revicon,
Sarajevo
Orsag, S., (2012) Emisija dužničkih vrijednosnih papira vs kreditna zaduženja i
financiranje infrastrukturnih projekata emisijom, Zbornik radova , Revicon, Sarajevo
Publishing
Robert J., (2001) Models for the financing of regional infrastructure and
development projects, with a particular attention to the countries of Central and
Eastern Europe. Public – private partnerships in spatial development policy,
European regional planning (CEMAT), No. 63, Council of Europe Publishing
Stanley B. Block and Geoffrey A. Hirt, (1989) Foundation of Financial Management,
fifth edition, Richard D. Irwin, Inc., Homewood, Illinois
Šimović, H. (2005) Municipal bonds in Croatia, (Municipalne obveznice i njihova
primjena u Hrvatskoj), Financije i porezi, 12(3), 8-13
www.oecd.org/belgium
Sarajevo Stock Exchange. Retrieved from www.sase.ba.

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�</text>
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                <text>One of the most important factors of conducting business successfully and also in achieving the interests of the owner of entity is adequate structuring of source of financing of company or institution. Debt as a source of financing has its advantages in terms of potential of increasing of wealth for the owner of capital. On the other side, debt alone as source of finance can be realized on a several ways, where plenty of factors influence that choice. In the past few years in Bosnia and Herzegovina (BiH), the possibility of finance big infrastructural projects through emission of debt securities has been often mentioned. Until now neither of these projects has been financed in this way. About this problematic can be spoken from many aspects such as: strategic decisions, limits concerning budget deficit, technical conductions, efficient managing of public debt and so further. These are the facts that we want to consider when we speak about capital market as alternative source of financing trying to reach the advantages and disadvantages of emission of debt securities including the possibilities, techniques and benefits of financing of infrastructural projects through bonds.</text>
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