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Listing 47 - 20 of 2617 results.

Comparison between Decision Making Method for Success Right or Wrong of Software Development Project

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Journal: International Journal of Management and Sustainability

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Abstract
For a purpose of improvement of project management, we should determine the success right or wrong of project objectively and quantitatively. On the other hand, a decision of success right or wrong of software development projects has been evaluated subjectively by a questionnaire for stakeholders concerned. Furthermore, the study of definition of project success right or wrong and quantitative decision techniques is not found. Recently, gathering of the attribute data about software development projects in Japan has been performed by the IPA/SEC (Software Engineering Centre of the Information-Technology Promotion Agency Japan). Therefore, we developed the diagnostic technique to judge the success right or wrong on a project by a discriminant analysis based on the actual data of IPA/SECs in the precedent study. Also, we tried to develop the diagnostic technique of success right or wrong of project based on the “Success degree estimation mode” in this study. In this paper, we would like to propose the result of comparison between the effectiveness of these diagnostic techniques of the project.
Contribution/ Originality
The paper's primary contribution is the study of comparative between diagnostic techniques of success right or wrong on the project. In this study, we studied both a "discriminant analysis" and "Success degree estimation model" in order to evaluate the effectiveness of judgment for the project success. The result of this study suggested the effectiveness of discriminant analysis is better than "Success degree estimation model" to judge the project success.

Business & Management » International Journal of Management and Sustainability » Month: 12-2015 Issue: 12

Quality Assurance in Higher Education Using Business Intelligence Technology

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Journal: International Journal of Education and Practice

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Abstract
The quality of higher education is of particular importance for the development and progress of modern society. Modern higher education institutions aim to improve their services, and establish a system of continuous quality assurance. Within the framework of the European Standards and Guidelines for Quality Assurance, Standard 1.6 requires the implementation of information systems for efficient management of study programs and other activities. During the phase of problem analysis and objectives, in regard to the application of information systems at the University "Dzemal Bijedic", the existence of heterogeneous internal and external data sources was established. In modern management, data is considered a key resource necessary for the survival and development of the institution. Accordingly, the research focus is on the development of models of business intelligence systems that will be based on existing data sources. This system would primarily be used to support internal quality assurance at the University, as well as management support for timely and optimal decision making process. This paper presents the tools and technology of business intelligence, and through practical example demonstrates the possibilities of the system.
Contribution/ Originality
This study contributes in the raising awareness about using of modern information technologies in the process of quality management in higher education.

Arts and Education » International Journal of Education and Practice » Month: 02-2016 Issue: 2

Stevia Derivative and its Potential Uses in Diabetic-Directed Foods. Review

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Journal: Journal of Nutrients

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Abstract
Diabetes has been contextualized as pandemic, but market supplying their food does not seem to grow in parallel with the problem. There are many substances on the market that will be useful as ingredients to produce foods for diabetic consumers, focusing on the sweeteners, which can be used for food processing with low calories, and low glycemic index. Natural or synthetic sweeteners have received renewed attention with the toxicological acceptance and commercial development. However, many of them have little prospect of becoming commercial ingredients because, they do not meet some of the key criteria for commercial success. The stevia plant and its products have potential for commercial uses as sweetener or therapeutic. Beside the two known main molecules that are intense sweeteners that are occurring in stevia (stevioside and rebaudioside A), the plant contain other compounds of nutritional importance for therapeutic uses. The acceptable daily intake or ADI of 4 mg/kg bw/day to steviol glycosides have been regulated to glycosides of stevia. Moreover, there exists production of stevia worldwide, with established procedures for isolation and purification of its glycosides and one of them has been approved for food use. Then, a solid market of diabetes-oriented products must emerge, for satisfying demands from these consumers.
Contribution/ Originality


Medical Sciences » Journal of Nutrients » Month: 03-2016 Issue: 1

Palladium Catalyzed Synthesis and Functional Groups Modification of 6-Aryl Derivatives of Non-Linear Azaphenothiazinones

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Journal: International Journal of Chemistry and Materials Research

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Abstract
This report presents the synthesis of four derivatives of 6-chloro-11-azabenzo[a]phenothiazine-5 one, of the type 15,16,17 and 18 .The starting material, 2-aminopyridine 8 was subjected to thiocynation and subsequently, to hydrolysis to furnish one of the key intermediates, 2 aminopyridine-3-thiol 10 .This was condensed with 2,3-dichloro-1,4-naphthoquinone 11 to yield 6 chloro-11-azabenzo[a]phenothiazinone 5. In the presence of a complex palladium catalyst system, compound  5 was coupled with arylphenylboronic acids, 6 and 7 to give 6-phenyl-11 azabenzo[a]phenothiazine-5-one 15 and 6-(3-nitrophenyl)-11-azabenzo[a]phenothiazine-5-one, 16 respectively. Reduction of the nitro-group in 16, furnished 6-(3-aminophenyl)-11 azabenzo[a]phenothiazine-5-one 17, while the oxidation of the amino-group in compound 17, produced 6-(3-hydroxyphenyl)-11-azabenzo[a]phenothiazine-5-one 18. Treatment of the above compounds 15, 16 ,17 and 18 respectively, with sodium dithionite gave color discharged unstable basis of the types 19, 20, 21 and 22 which could not be isolated, but reverted to the original compounds 15, 16,17 and 18 above immediately they were exposed to air. This property suggests that they can be used as vat dyes.
Contribution/ Originality
This study contributes in the existing literature that phenothiazine derivatives can be produced from simple commercially available starting materials. Also the use of transition metal catalyst systems is an efficient method that can be used in the synthesis of compounds of industrial importance.

Chemistry & Materials Sciences » International Journal of Chemistry and Materials Research » Month: 01-2016 Issue: 1

Disaster Management: Planning and Communication Approaches Used in Organizations in Kenya

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Journal: International Journal of Education and Practice

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Abstract
The purpose of this study was to investigate how disasters are managed in organizations in Kenya. The study objectives were: to examine the planning approaches used in disaster management and to establish the communication approaches used in disaster management. A multiple case study of five organizations was used. The sample size was twenty managers in the sampled organizations. Interview guides and document analysis were used as instruments for data collection. The study revealed that managers in the sampled institutions did not use a proactive approach in disaster management. They lack knowledge about integrating disaster management into strategic planning processes. They also lack knowledge about a proactive approach to communication in disaster management. The researcher recommends that: Training and workshops in disaster management should be provided to managers and other employees.  Organizational members should be exposed to disaster management simulations.
Contribution/ Originality
The paper's primary contribution is finding that disaster planning and communication ought to be integrated with an organizations’ strategic planning, hence using the proactive approach which is effective unlike the reactive approach. To acquire knowledge and skills about disaster planning, education can be used as a vehicle.

Arts and Education » International Journal of Education and Practice » Month: 02-2016 Issue: 2

Sustainability Risk Management (SRM): An Extension of Enterprise Risk Management (ERM) Concept

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Journal: International Journal of Management and Sustainability

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Abstract
This paper aims to provide an insight of the Malaysian experience in terms of Risk Management practices and the integration of the sustainability as part of the enterprise risk management (ERM). Sustainability has been a paradigm shift in the business operations nowadays. The awareness by most of the companies in the world towards the environmental perils leads to the sustainability development. By emphasizing the sustainability risk management (SRM) and the sustainability agendas as part of corporate strategy, it’s not only effecting on the company’s financial performance but also maintaining the longer term of survival in the industry.
Contribution/ Originality
This contributes in the existing literature by highlighting the significance of integrating ERM and corporate sustainability practices in mitigating both known and unknown risks for longer term of survival in the industry in addition to addressing the potential opportunities for improvement in the ERM practices.

Business & Management » International Journal of Management and Sustainability » Month: 01-2016 Issue: 1

Experimental Research Concerning the Energy Performance Determination of a New Type of Rotating Working Machine

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Journal: Review of Environment and Earth Sciences

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Abstract
The paper presents a rotating machine that consists of two profiled rotors placed in a case. The machine was designed and built in the laboratories of the Politehnica University of Bucharest and it can circulate both liquids and gas. The driving power and the flow rate computation relations of the machine are exposed. An experimental stand was conceived, designed and built where the rotating machine was tested performing with an effective efficiency of 77%. This constructive solution can be used in energetic industry, in agriculture and petrochemical industry.
Contribution/ Originality


Energy & Environmental Sciences » Review of Environment and Earth Sciences » Month: 06-2016 Issue: 1

Tourism and Hospitality Management Students’ Perceptions Towards Foreign Languages at State Universities in Zimbabwe: Case of Midlands State University

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Journal: Journal of Tourism Management Research

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Abstract
This article, using the case of Midlands State University (MSU), Zimbabwe aims to unravel the perceptions of Tourism and hospitality management students towards foreign languages. The study of the students’ perceptions is an integral factor in the education of foreign languages as these students are the future workforce of the Zimbabwe’s tourism sector and beyond. It also aims at determining the benefits of studying foreign languages to both the students and the industry at large and the challenges students encounter when studying foreign languages. A survey was conducted on fourth year students who had already done Portuguese in their second year and currently doing French as foreign languages. A sample of sixty-nine students was targeted in May, 2015. The study revealed that most of the students had positive perceptions of studying French and Portuguese as part of their modules contributing to their academic achievement. The benefits of studying foreign languages were put forward as: employment benefits, memory improvement, improvement of communication skills, part of personal achievement, understanding of the new culture, networking and encourages mobility. However, fear, confusion, lack of confidence, limited financial resources as well as few hours allocated to French and Portuguese were highlighted as major challenges students confronted with in learning foreign languages.
Contribution/ Originality
This study contributes in the troubling of existing literature on foreign languages, specifically French and Portuguese, learnt at Zimbabwean universities meant to enhance service delivery in the tourism and hospitality workplaces. It prioritises the perceptions of fourth year students who combine both workplace experience and theory learnt in the classroom.

Business & Management » Journal of Tourism Management Research » Month: 06-2016 Issue: 1

A Model on Knowledge Workers Performance Evaluation

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Journal: Review of Knowledge Economy

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Abstract
The economic structure of society is constantly changing, whereas companies were dependent on manual labor in the past, today they are dependent on the knowledge worker. Since that knowledge workers make up two-thirds of the labor force, the focus of strategic plans nowadays are to improve their efficiency. Currently, there is not any adopted method for evaluating the performance of the knowledge workers. But the fundamental change in the nature of the labor force necessitates this issue. This paper aims to develop a model for evaluating the performance of knowledge workers in an Iranian research center using structural equation modeling, therefore this is a descriptive study based on co relational and regression analysis. Results proved that among the various appraisal criteria, innovation is the most important and significant factor which is equal to 4.35 in average from 5 and collaborate on research projects as well as attending seminars are the least important criteria according to the respondents point of view.
Contribution/ Originality
This study originates a new model for knowledge worker's performance evaluation for an Iranian research center. The proposed model investigates the researcher performance through four aspects including executive, educational, scientific and research works. This model contributes in the existing literature of KWs performance modeling.

Business & Management » Review of Knowledge Economy » Month: 06-2016 Issue: 1

The Investment Performance of Socially Responsible Investment in Japan

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Journal: The Economics and Finance Letters

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Abstract
This paper examines the performance and risk sensitivities of Japanese ethical mutual funds vis-à-vis their conventional peers between 2005 and 2014, focusing upon the impact of the recent financial crisis. More specifically, in doing so, I investigate the aggregated performance and investment style of ethical and conventional mutual funds and allow for time variation in the funds’ systematic risk. The empirical results are consistent with the evidence of asymmetric performance before-and-after the structural change, which is identified by Bai and Perrons’ structural break test. The Japanese evidence supports the conjecture that any performance differential between ethical mutual funds and their conventional peers is statistically insignificant.
Contribution/ Originality


Economics » The Economics and Finance Letters » Month: 01-2016 Issue: 1

Managerial Judgement Versus Financial Techniques in Strategic Investment Decisions: An Empirical Study on the Syrian Coastal Region Firms

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Journal: International Journal of Business, Economics and Management

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Abstract
While there has been extensive research on the use of financial appraisal techniques [Pay Back (PB), Return on Capital Employed (ROCE), Internal Rate of Return (IRR) and Net Present Value (NPV)] in Strategic Investment Decisions (SIDs), little research has been conducted on the role of the Managerial Judgement factors (MJ factors) – past experience, intuition and own judgement - in the SIDs. In practice, many investments are undertaken on the basis of financial returns with little or no analysis of the growth options embedded in the proposed investments. Essential to considering these options in the SIDs is the deployment of MJ factors in the SIDs. This research draws on a 36-firm survey of finance directors in Syrian coastal region firms to set out the relative importance of the MJ factors and financial techniques in the SIDs. The findings from the survey show high usage of the MJ factors in the SIDs but not at the expense of the financial techniques usage which are used regardless of the MJ adoption in the SIDs. However, There is a tendency towards using MJ factors more than financial techniques for investments with growth options. There is no relationship between neither the ownership nor the sector with the MJ adoption. ROCE and PB are the most frequently used financial techniques.
Contribution/ Originality
This study contributes to capital budgeting literature through identifying the relative importance of the managerial judgement compared to financial techniques when assessing new investments, especially when these new investments have strategic and non-quantifiable returns. It shows the crucial role the finance managers can play using their past experience, intuition and own judgement in the strategic investment decision- making process.

Economics » International Journal of Business, Economics and Management » Month: 03-2016 Issue: 3

The Impact of Text Type and Difficulty on Metacomprehension among 10th Grade Students

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Journal: International Journal of Education and Practice

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Abstract
The current experimental study aimed at identifying the effect of text type (scientific or historical) and difficulty level (difficult or easy) and their interaction on student’s metacomprehension performance. A sample of 180 10th grade female students enrolled in public schools at Alrusiafah district participated in the study; and they were distributed equally on four groups ((1) easy historical text group, (2) difficult historical text group, (3) easy scientific text group and (4) difficult scientific text group). They completed a metacomprehension pretest, read the texts assigned to them (subjects were not familiar with the texts), and then completed the metacomprehension posttest. Metacomprehension test was adapted from Moore et al. (1997); Anderson (2005) and Schmitt (1990). It included (44) items distributed on (7) dimensions. Validity and reliability of the test were insured. Statistically significant differences were found in the metacomprehension posttest in favor of groups 3 and 4, and in favor of group 4 in overall posttest. Differences are found in the metacomprehension dimensions posttest in favor of groups 3 and 4, and in groups 2 and 4 performances in metacomprehension dimensions posttest.
Contribution/ Originality
The study documents text type and difficulty impact on high school students, a stage important in Jordanian culture because it prepares students to a stage considered most important before admitting to university, its findings may help educators to focus on students metacomprehension for better achievement and success.

Arts and Education » International Journal of Education and Practice » Month: 03-2016 Issue: 3

Significant Impacts on Egyptian Legal System Caused by Egyptian Investment Legislation

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Journal: Humanities and Social Sciences Letters

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Abstract
The Egyptian government and its legislators have been putting forth legislative amendments to its domestic laws that are controversial in relation to investment, tenders, bids, and investment guarantee as top priority. On one hand, they are doing this in order to encourage and reassure the foreign investors in Egypt, and on the other hand, they are likely facing psychological fears of international massive litigations. However, these legislative investment amendments could threaten and undermine the stability of inherited Egyptian jurisdiction systems and integrity. These amendments include providing avenues of escape of corruption and financial crimes through the reconciliations with the foreign investors who have been damaging the Egyptian economy and its citizens’ livelihoods. As the role, size, and impact of foreign investment grow worldwide. The mechanisms holding such entities accountable are actively diminishing. Unfortunately, the legal framework of foreign investment is aggressively shrinking the state’s role in regulating these foreign investment enterprises in Egypt, while challenging the very sovereignty and jurisdiction of the Egyptian court system to investigate allegations of violations committed by foreign investors. In effect, this results in absolute impunity by foreign investors in Egypt. Moreover, this trend of more legal privileges and the loose accountability to the foreign investors create a negative impact on Egyptian public interests and then on the Egyptian legal system as well as on the Egyptian Constitution. The aim of this paper, therefore, is to highlight the lawful deficiencies of the amended investment laws as well as its patterns trespass to the Egyptian Constitution. In addition, this paper brings out the implications of these violations on the inherited Egyptian legal system.
Contribution/ Originality
This paper contributes to existing literature in two ways; first, it critically analyzed the presidential decrees that amended some part of the Egyptian laws. Secondly, the study also evaluates the effects of these legislative amendments on the Egyptian legal system.

Social Sciences » Humanities and Social Sciences Letters » Month: 03-2016 Issue: 1

Investigating the Demand of Small Hotel and Restaurant Businesses for Bank Financing: The Case of Turkey

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Journal: Journal of Empirical Studies

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Abstract
The literature argues that small businesses are highly dependent on bank financing due to their inability to access the capital markets. We paint a different picture in this paper that analyzes the demand of small hotel and restaurant businesses for bank financing in Turkey. The results of a countrywide survey done with the owners/managers of the businesses that were responsible for the financial affairs are used for the analysis. We find that the majority of the businesses in the sample did not make a loan application in the last three years. Moreover, the tendency of firms to apply for bank financing did not change with age. When asked whether their firm were in a position not to apply for a bank loan in the last three years even if they needed bank financing with the idea that the application would be rejected, nearly all the participants responded negatively. The majority of the owners/managers of the firms declared that their firm’s demand for bank loans would increase with lower interest rates and lower collateral requirements. On the other hand, firms that would have a higher demand for bank loans if there were a reduction in interest rates and collateral requirements were younger firms.
Contribution/ Originality
The paper's primary contribution is the finding that the majority of the businesses did not apply for a bank loan in the last years. The study documents that younger firms would to have a higher demand for bank loans if there were a reduction in interest rates and collateral requirements.

Economics » Journal of Empirical Studies » Month: 03-2016 Issue: 1

Protective Effects of Sweet Orange Peel (Citrus Sinensis L.) The Induction of Micronuclei Induced by Cyclophosphamide in Human Peripheral Lymphocytes

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Journal: Journal of Food Technology Research

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Abstract
Recycling of fruit waste is one of the most important ways of utilizing it in a number of novel products , as well as in medicine, so came this research to verify the protective role of the extracts of sweet orange (Citrus sinensis L.) peels against genotoxicity induced by cyclophosphamide on human peripheral lymphocytes using the micronucleus and chromosomal aberration tests. Conducted overlap between Aqueous and alcohol extracts orange peel with the drug, through three types of transactions (before, after, with treatment). In order to test the effectiveness of the extracts, three concentrations of 5, 10 and 15 µg / ml where tested the prevention or minimization the effect of the drug (80 µg / ml) on human blood lymph . The extracts of the orange peel has antimutagenic potential induced by cyclophosphamide this may prevent the mutagenic effect of various genotoxic or carcinogenic agents, and thus utilization of fruit waste and products for therapeutic purpose.
Contribution/ Originality
 This study is one of very few studies which have investigated of antimutagenic effect of fruit waste such as orange peel against cytotoxic effect of cyclophosphamide , The paper's primary contribution is its finding that these fruit waste can be used to prevent the mutagenic effect of various genotoxic or carcinogenic agents . These findings contribute to the understanding of the health benefits of fruit waste. This study originates new formula  to recycling of  fruit waste and benefit  from it  in the therapeutic purpose.

Agricultural Sciences » Journal of Food Technology Research » Month: 03-2016 Issue: 1

Analysis Place Branding as a Local Culture Kampung Naga West Java Indonesia

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Journal: International Journal of Management and Sustainability

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Abstract
The purpose of this study is to describe the situation and condition of place branding local culture ethnic villages, determining factors of place branding that will be the basis for further strengthen an area icon,  it will generate factors of place branding so that the area can determine which factors will be retained as a characteristic of the region, making attractive icons to be used as place branding is a  ethnicvillage, which has been the ethnic village does not have a powerful icon to be used as selling points both for the local market and market global. For the respondents are either tourists, guide, organization commitee, and chairman of the organization. To view these researchers will use AHP (Analytical Hierarchy Process).
Contribution/ Originality


Business & Management » International Journal of Management and Sustainability » Month: 02-2016 Issue: 2

Determinants of Tax Revenue in Ethiopia (Johansen Co-Integration Approach)

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Journal: International Journal of Business, Economics and Management

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Abstract
Tax revenue in Ethiopia has been low throughout the study period (1974 to 2013). Tax revenue in Ethiopia was below the average of sub Saharan African countries. The main objective of this study is to empirically examine the major determinants of tax revenue in Ethiopia for the period ranging from 1975-2013, using Johansen maximum likelihood co-integration approach. The result revealed that in the long run real GDP per capita income, foreign aid and industrial value added share of GDP positively and significantly affect tax revenue. However, inflation exerted a negative and significant influence. Whereas, in the short run Real GDP per capita income and inflation have negative effect, whereas industrial Value added share of GDP has positive effect on tax revenue in Ethiopia. The sign of real gross domestic product per capita income is contrary to the priori expectation. Moreover, the coefficients of the lagged error correction term (ECM (-1)) is significant and negative as expected, which imply the existence of economic or government forces that restore the long run equilibrium from short run shocks. Finally, the study recommends measures such as a boost in per capita income growth, structural transformations, introduction of new tax bases and efficient utilization of foreign aid inflow have to be considered by the concerned bodies so as to bring efficient tax administration and enhance revenue growth. Moreover, the government shall give a due recognition to the development of the industrial sector.
Contribution/ Originality
This study is one of very few studies which have investigated the relationship between sectoral and macroeconomic variables with tax revenue in Ethiopia. It contributes to the existing literature in the study of tax revenue in Ethiopia. It identifies important determinants of tax revenue using econometric analysis.

Economics » International Journal of Business, Economics and Management » Month: 06-2016 Issue: 6

A Review on EU Transportation Projects within the Case of Turkey for European Union Regional Development Policy

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Journal: International Journal of Sustainable Development & World Policy

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Abstract
The transportation issue is one of the thematic priorities which give policy makers great inspiration and demand background. Today’s transport networks are leading the way in sustainable, efficient and safe mobility, increasing access to all regions. Large scale projects, infrastructures, networks, EU Cohesion policy’s nearly 22% fund support were mostly emphasized in this sense. This is also valid for candidate countries for Union. This paper discussed the case of Turkey, i.e. she is a candidate state for European Union, and benefiting from the financial instruments for funding regional development process as European Regional Development Fund, Cohesion Fund, European Social Fund, EU Solidarity Fund, IPA and Turkish Cypriot community, Turkey only benefits from the IPA program. This study was prepared in order to present a review upon the transportation projects within the regional development policy of EU. Today, the available member countries are part of a policy mechanism via being joined the mostly known transport projects as Baltic Sea, Interrag V-A sub projects, and Central Europe integration in transportation manners.  Those projects were also analyzed in order to show the inspiration themes for the future and today’s concepts and needs of Turkey to be fulfilled in the regional development politics on transportation issue. The number and budgets of transport themed projects and major projects and Turkish TEN-T and similar IPA supported projects were also evaluated in this study.
Contribution/ Originality
This study contributes in the existing literature about case analysis on how regional development policies were affected by macro transportation projects.

Economics » International Journal of Sustainable Development & World Policy » Month: 01-2016 Issue: 1

Empathy and Communication: A Model of Empathy Development

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Journal: Journal of New Media and Mass Communication

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Empathy is an important communication skill that has been shown to affect both individual knowledge acquisition and interpersonal relationships. How empathy develops and subsequently influences human interactions, and the consequences associated with those interactions, is the focus of this study. I examine the empathetic perceptions of upper division undergraduate college students and integrate their lived experience with empathy related factors discussed in the literature to describe a model of empathy development. The results suggest people can learn to communicate more efficiently and effectively by developing empathy in them-selves as well as in other people. More specifically, the findings indicate empathy is a function of several internal and external elements beyond biological and environmental antecedents. Respondents associated four internal themes with increased empathetic understanding: emotional sharing, positive relationships, mutual regard, and personal genuineness. Respondents also identified three external themes that moderated the strength or direction of their empathetic perceptions: the perceived similarity, relevance, and availability of the person being observed. Each of these seven themes is explicated in order to discern how one person might better empathize with another or enhance the ability of other people to empathize with them. The practical implications for more empathetic communication are explored, as are suggestions for future research.
Contribution/ Originality
This study documents how empathy develops in human beings and the communication consequences associated with such empathetic development.  The paper provides a review of previous empathetic research before surveying individuals about their personal empathetic experience. Those interviews are analyzed and reveal four mediators and three moderators of empathy development as well as relate a variety of benefits associated with empathetic communication. A synthesis of empathy literature is used in conjunction with survey findings to propose an integrative model of empathy development.  The theoretical contributions of this paper may be useful as a basis for future communication research and applied communication applications.

Social Sciences » Journal of New Media and Mass Communication » Month: 06-2016 Issue: 1

Confirming the Mediation Effect of A Structural Model By Using Bootstrap Approach: A Case Study of Malaysian 8th Grade Students’ Mathematics Achievement

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Journal: International Journal of Business, Economics and Management

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Abstract
The performance of Malaysian students in Trends In Mathematics and Science Study (TIMSS) was not up to par. The rank of Malaysian students in the assessment is the bottom one third, not the top. However, there are still a very low number of studies have been conducted with the TIMSS finding. This study intends to a) confirm items reliability included in the study( for Malaysian students), b) confirm the significance of latent exogenous constructs toward latent endogenous construct and c) confirm the type of mediation exist in the structural model. Secondary data obtained from TIMSS 2011 database has been used in this study. Items have been grouped into latent exogenous constructs; school, teacher, motivation, self-confidence; latent mediator construct; attitude and latent endogenous construct; achievement. From the analysis, it is found that only a few items included are reliable to represent respective constructs. Furthermore, it is explored that all latent exogenous constructs have significant direct effects toward latent endogenous construct. And lastly, it has also been confirmed that, all latent exogenous constructs except school latent construct have indirect effects toward endogenous latent construct; students’ achievement through the mediator latent construct; attitude.
Contribution/ Originality
This study is one of very few studies which have investigated the usefulness of  bootstrap approach in confirming the type of mediation exist in a model. Commonly, bootstrap approach is only used when the data is small and/or the multivariate normal distribution is not fulfilled.

Economics » International Journal of Business, Economics and Management » Month: 04-2016 Issue: 4