An Empirical Study on the Effects of Software Characteristics on Corporate Performance

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "An Empirical Study on the Effects of Software Characteristics on Corporate Performance"

Transcription

1 , pp An Empirical Study on the Effects of Software Characteristics on Corporate Moon-Jong Choi 1, Won-Seok Kang 1 and Geun-A Kim 2 1 DGIST, 333 Techno Jungang Daero, Hyeonpung-Myeon, Dalseong-Gun, Daegu, , South Korea {mj, 2 Kyungpook National University, 80 Daehakro, Bukgu, Daegu, , South Korea Abstract. This research suggests innovativeness, standardization, and flexibility as three important software characteristics, and aims to investigate the relationship between these three characteristics while observing their influence on performance. The results reveal that software innovation and standardization positively influence flexibility, and that the three software characteristics variables, innovation, standardization, and flexibility, have a positive effect on performance. This study not only focuses on software characteristics, but also provides specific information that hands-on software development staff can use to strengthen the competitiveness of the industry. Keywords: SW innovativeness, SW standardization, SW flexibility, 1 Introduction With the emergence of mobile software along with various other fields, the domestic software industry faces new opportunities and threats due to the increased competitiveness. In this changing environment, increased competitiveness through technological innovation is very important. Thus, the small and medium scale domestic software companies need to grasp the software characteristics that can enhance a company s performance. Therefore, this research suggests innovativeness, standardization, and flexibility as the three important software characteristics, and aims to find the relationship between these three characteristics as well as investigate their influence on performance. Moreover, as there is a dearth of empirical studies on the current state of the software industry, this research will not only be a useful addition to the extant research, but will also inform hands-on staff of the factors necessary to achieve competitive advantage. Thus, this study will make a significant contribution to the creation of a successful software industry. ISSN: ASTL Copyright 2014 SERSC

2 2 Hypothesis Development Figure 1 elucidates the research model proposed in the study. SW Innovativeness H4 H1 SW Flexibility H3 H2 SW Standardization H5 Fig. 1. The research model and hypotheses. Hypothesis 1. SW innovation has a positive influence on SW flexibility. Hypothesis 2. SW standardization has a positive influence on SW flexibility. Hypothesis 3. SW flexibility has a positive influence on performance. Hypothesis 4. SW innovation has a positive influence on performance. Hypothesis 5. SW standardization has a positive influence on performance. 3 Research Methods 3.1 Measures and Data Collection The study considers domestic software companies that have been developing new software as subjects and uses the survey method. The questionnaire used to measure the variables of the research model was based upon the 7-point Likert scale, ranging from (1) for strongly disagree to (7) for strongly agree. Measurement items developed for inspection of the suggested research model were initially tested for validity, followed by confirmation through theoretical concepts, and then revised to suit the research. In addition, survey questions were revised based on the responses obtained from the interviews of affiliates who implement software development in companies. Then, the final measurement items to be used in this research were developed. For the refinement and screening of these measurement items, a pilot test was conducted, focusing on companies that are currently developing software or are planning to develop software. The pre-investigation results showed that there were no factors that hindered the measurement items reliability and validity. A total of 1000 final questionnaires were distributed using multi-dimensional means such as , mail, direct visit, and web survey for the duration of one month from April to May 2013, and a total of 220 surveys were collected. However, only 211 surveys were used in 62 Copyright 2014 SERSC

3 the analysis after discarding nine due to insincere responses. Table 1 shows the characteristics of the respondent companies and individuals. Table 1. Respondents. Demographic Characteristics Frequency (n=211) Percentage (100%) Classification of business (multiple responses) System software % Development software % Applications software % Services related to computers % Digital content development service % Embedded software development service % Position Associate level 4 1.9% Deputy section chief level % Section chief level % Deputy head of department level % Department head level % Executive level % CEO % Type of work Research service % Technological service % Administrative service % Other % Gender Male % Female % 4 Data Analysis and Results 4.1 Assessment of the Measurement Model In order to inspect the degree to which the data s characteristics agree with the evaluation model, before the examination of the reliability and validity of the evaluation model, AMOS 19.0 was used to inspect the suitability. The variables χ2, GFI, AGFI, RMSEA, NFI, CFI, and IFI were observed to analyze the overall suitability of the model. A total of 17 items were used to measure four latent variables in the examination of the initial measurement model. The results of the initial measurement model s suitability showed that the GFI and RMSEA index were below the promotion value suggested in existing research. Modification indices observation results showed that one item hindered the software innovativeness. The suitability test was conducted again after the removal of that item. Confirmatory factor analysis of Copyright 2014 SERSC 63

4 latent variables resulted in: IFI=0.948, GFI=0.901, AGFI=0.832, CFI=0.944, χ2/df=1.881, and RMSEA=0.054; the recommended level of the overall index of the measurement model was satisfactory. After the suitability test, the final data (n=211) gathered before the structural model test was used to test the measurement tool s reliability and validity. For the reliability, the most commonly used Cronbach s Alpha coefficient (threshold 0.7 and above) was employed [3]. Validity can be divided into convergent validity test and discriminant validity test. For testing convergent validity, factor loading, composite reliability, and Average Variance Extracted (AVE) results of Confirmatory Factor Analysis (CFA) were used that employed AMOS Generally, if the factor load was greater than ± 0.4, it was considered significant [1], and the composition reliability index had to be greater than 0.7 and each latent variable s average value had to be greater than 0.5 to say that convergent validity exists [2]. Lastly, the discriminant validity test uses the Average Variance Extracted (AVE) suggested by Fornell and Larcker [2] and the Pearson correlation analysis method. To test whether the discriminant validity exists, each latent variable s AVE square root value has to exceed the Correlation coefficient between the latent variable at hand and other latent variables. The test of the measurement model provides evidence for the internal consistency and validity statistically. Table 2 and Table 3 show the results of the reliability and validity tests of the measurement model. Table 2. Reliability and convergent validity. Construct Item t-value Loading SI SW innovativeness SI SI SS SS SW standardization SS SS SF SW flexibility SF SF P P P P Cronbach s Alpha CR AVE Table 3. Results for discriminant validity. Latent Variable SW innovativeness SW standardization SW flexibility Copyright 2014 SERSC

5 Note: Items in bold type along the diagonal represent the square root of the AVE. For discriminant validity, diagonal values should exceed off-diagonal correlations. 4.2 Assessment of the Structural Model After the validity test of the measurement model, the Structural Equation Modeling (SEM) approach was used to find the relationship between the variables suggested in this research model using the collected data. The analysis of structural models not only helps to observe the suitability of structural models and relationships between the research model variables, but also the coefficient determination of the R-squared (R 2 ) of the endogenous variables. First, the results of the structural model suitability test used the index used in the measurement model suitability test, and the results were: IFI = 0.936, GFI = 0.903, AGFI = 0.823, CFI = 0.928, the relative chi-square (X2/df)=2.029, and RMSEA=0.05. Thus, there was no notable difficulty in testing the research hypothesis. Second, structure equation analysis was used to obtain the path coefficient (β). This shows the relationship between two variables [4]. Third, the structural model analysis was used to determine the coefficient of determination R 2 of the endogenous variable. The coefficient of determination R 2 refers to the ratio explained by the regression line and exogenous variable of the changes in the research model. The results of the structural equation analysis are shown in Figure 2. SW Innovativeness 0.569*** (3.734) 0.491*** (6.939) SW Flexibility 0.436** (2.436) SW Standardization 0.388*** (7.016) R 2 =0.567 R 2 = * (1.672) * : p<0.1, ** : p<0.05, *** : p<0.01 Fig. 2. The results of the structural equation model (SEM). 5 Conclusions By studying the factors that influence the performance of software companies, this research aims to provide various insights not only to other researchers in the field, but also to officials in charge of implementing software industry policies and technological development within software companies. Most research on software has been focused on direct technical fields within software; however, this research Copyright 2014 SERSC 65

6 focuses on software characteristics of innovation, standardization, and flexibility, and analyses their effects and influence on company performance. Despite the significance of the characteristics for software development as reflected in multidimensional analysis, research on software companies has been lacking. This research will be able to provide a foundation for researchers aiming to further the research in this field in the future. In addition, the actual increase in innovativeness, standardization, and flexibility that influences software characteristics, leading to company s success, is due to the distinctiveness of the software industry. As the life cycle of techniques in the software industry is short, an endless technical innovation is necessary. Further, rather than tangible assets, such as manufacturing equipment on sites, intangible assets, such as systematic process management techniques and standardized management manuals for new and innovative product development, are used to improve software companies competiveness Acknowledgments. This work was supported by the DGIST R&D Program of the Ministry of Education, Science and Technology of Korea. (14-BD-01) References 1. Barclay, D., Thompson, R., Higgins, C.: The Partial Least Squares Approach to Causal Modeling: Personal Computer Adoption and Use as an Illustration. Tech. Stud. 2(2), (1995) 2. Fornell, C., Larcker, D.F.: Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. J. Market. Res. 18(1) (1981) 3. Nunnally, J.C.: Psychometric Theory, New York: McGraw Hill (1978) 4. Wixom, B.H., Watson, H.J.: An Empirical Investigation of the Factors Affecting Data Warehousing Success. MIS Q. 25(1) (2001) 66 Copyright 2014 SERSC

An Empirical Analysis on the Performance Factors of Software Firm

An Empirical Analysis on the Performance Factors of Software Firm , pp.121-132 http://dx.doi.org/10.14257/ijseia.2014.8.7,10 An Empirical Analysis on the Performance Factors of Software Firm Moon-Jong Choi, Jae-Won Song, Rock-Hyun Choi and Jae-Sung Choi #3-707, DGIST,

More information

An Empirical Study on the Performance of Software Company with Software Type

An Empirical Study on the Performance of Software Company with Software Type , pp.56-60 http://dx.doi.org/10.1257/astl.201.8.11 An Empirical Study on the Performance of Software Company with Software Type Moon-Jong Choi, Jae-Won Song, Rock-Hyun Choi, Jae-Sung Choi #3-707, DGIST,

More information

EXAMINING HEALTHCARE PROFESSIONALS ACCEPTANCE OF ELECTRONIC MEDICAL RECORDS USING UTAUT

EXAMINING HEALTHCARE PROFESSIONALS ACCEPTANCE OF ELECTRONIC MEDICAL RECORDS USING UTAUT EXAMINING HEALTHCARE PROFESSIONALS ACCEPTANCE OF ELECTRONIC MEDICAL RECORDS USING UTAUT Matthew J. Wills, Dakota State University Omar F. El-Gayar, Dakota State University Dorine Bennett, Dakota State

More information

The Technology Acceptance Model with Online Learning for the Principals in Elementary Schools and Junior High Schools

The Technology Acceptance Model with Online Learning for the Principals in Elementary Schools and Junior High Schools The Technology Acceptance Model with Online Learning for the Principals in Elementary Schools and Junior High Schools RONG-JYUE FANG 1, HUA- LIN TSAI 2, CHI -JEN LEE 3, CHUN-WEI LU 4 1,2 Department of

More information

EXAMINING STUDENTS ACCEPTANCE OF TABLET PC USING TAM

EXAMINING STUDENTS ACCEPTANCE OF TABLET PC USING TAM EXAMINING STUDENTS ACCEPTANCE OF TABLET PC USING TAM Omar El-Gayar, Dakota State University, omar.el-gayar@dsu.edu Mark Moran, Dakota State University, mark.moran@dsu.edu ABSTRACT With the proliferation

More information

Customer Orientation and Organizational Performance: Mediating Role of CRM

Customer Orientation and Organizational Performance: Mediating Role of CRM , pp.35-39 http://dx.doi.org/10.14257/astl.2014.57.09 Customer Orientation and Organizational Performance: Mediating Role of CRM Dae-Yul Jeong 1, Sung-Min Kim 2, Dong-Ju Yoon 3 1 Professor, Dept. of MIS,

More information

BRAND TRUST AND BRAND AFFECT: THEIR STRATEGIC IMPORTANCE ON BRAND LOYALTY

BRAND TRUST AND BRAND AFFECT: THEIR STRATEGIC IMPORTANCE ON BRAND LOYALTY BRAND TRUST AND BRAND AFFECT: THEIR STRATEGIC IMPORTANCE ON BRAND LOYALTY ABSTRACT Ebru Tümer KABADAYI Alev KOÇAK ALAN Gebze Institute of Technology, Turkey This paper elucidates the relevance of brand

More information

Influence of Tactical Factors on ERP Projects Success

Influence of Tactical Factors on ERP Projects Success 2011 3rd International Conference on Advanced Management Science IPEDR vol.19 (2011) (2011) IACSIT Press, Singapore Influence of Tactical Factors on ERP Projects Success Shahin Dezdar + Institute for International

More information

A COMPARISON ANALYSIS ON THE INTENTION TO CONTINUED USE OF A LIFELONG LEARNING WEBSITE

A COMPARISON ANALYSIS ON THE INTENTION TO CONTINUED USE OF A LIFELONG LEARNING WEBSITE International Journal of Electronic Business Management, Vol. 10, No. 3, pp. 213-223 (2012) 213 A COMPARISON ANALYSIS ON THE INTENTION TO CONTINUED USE OF A LIFELONG LEARNING WEBSITE Hsiu-Li Liao * and

More information

SEYED MEHDI MOUSAVI DAVOUDI*; HAMED CHERATI**

SEYED MEHDI MOUSAVI DAVOUDI*; HAMED CHERATI** THE LINK BETWEEN INFORMATION TECHNOLOGY ALIGNMENT AND FIRMS FINANCIAL AND MARKETING PERFORMANCE: A QUESTIONNAIRE SURVEY IN IRAN S MANUFACTURING COMPANIES ABSTRACT SEYED MEHDI MOUSAVI DAVOUDI*; HAMED CHERATI**

More information

The Performance of Customer Relationship Management System:

The Performance of Customer Relationship Management System: The Performance of Customer Relationship Management System: antecedents and consequences 1 Hyun Gi Hong, 2 Je Ran Chun 1, First Author Dept. Of Business Administration, Cheongju University, hghong@cju.ac.kr

More information

The Online Banking Usage in Indonesia: An Empirical Study

The Online Banking Usage in Indonesia: An Empirical Study DOI: 10.7763/IPEDR. 2012. V54. 19 The Online Banking Usage in Indonesia: An Empirical Study Sulistyo Budi Utomo 1 + 1 Indonesia School of Economics (STIESIA) Surabaya Abstract. Many Indonesian banks have

More information

The Effect of Perceived Value on Customer Loyalty in a Low-Priced Cosmetic Brand of South Korea: The Moderating Effect of Gender

The Effect of Perceived Value on Customer Loyalty in a Low-Priced Cosmetic Brand of South Korea: The Moderating Effect of Gender , pp.40-44 http://dx.doi.org/10.14257/astl.2015.114.08 The Effect of Perceived Value on Customer Loyalty in a Low-Priced Cosmetic Brand of South Korea: The Moderating Effect of Gender Ki-Han Chung 1, Ji-Eun

More information

SEM Analysis of the Impact of Knowledge Management, Total Quality Management and Innovation on Organizational Performance

SEM Analysis of the Impact of Knowledge Management, Total Quality Management and Innovation on Organizational Performance 2015, TextRoad Publication ISSN: 2090-4274 Journal of Applied Environmental and Biological Sciences www.textroad.com SEM Analysis of the Impact of Knowledge Management, Total Quality Management and Innovation

More information

A Casual Structure Analysis of Smart phone Addiction: Use Motives of Smart phone Users and Psychological Characteristics

A Casual Structure Analysis of Smart phone Addiction: Use Motives of Smart phone Users and Psychological Characteristics A Casual Structure Analysis of Smart phone Addiction: Use Motives of Smart phone Users and Psychological Characteristics Dept. of Social Welfare, BaekSeok Culture University, ijoo65@hanmail.net Abstract

More information

USING MULTIPLE GROUP STRUCTURAL MODEL FOR TESTING DIFFERENCES IN ABSORPTIVE AND INNOVATIVE CAPABILITIES BETWEEN LARGE AND MEDIUM SIZED FIRMS

USING MULTIPLE GROUP STRUCTURAL MODEL FOR TESTING DIFFERENCES IN ABSORPTIVE AND INNOVATIVE CAPABILITIES BETWEEN LARGE AND MEDIUM SIZED FIRMS USING MULTIPLE GROUP STRUCTURAL MODEL FOR TESTING DIFFERENCES IN ABSORPTIVE AND INNOVATIVE CAPABILITIES BETWEEN LARGE AND MEDIUM SIZED FIRMS Anita Talaja University of Split, Faculty of Economics Cvite

More information

The Use of Multivariate Data Analysis Techniques with Relationship Marketing

The Use of Multivariate Data Analysis Techniques with Relationship Marketing LUCIAN BLAGA UNIVERSITY OF SIBIU FACULTY OF ECONOMIC STUDIES The Use of Multivariate Data Analysis Techniques with Relationship Marketing Teaching Assistant, PhD.: Mihai Țichindelean THEORETICAL FOUNDATIONS

More information

Issues in Information Systems Volume 16, Issue I, pp. 163-169, 2015

Issues in Information Systems Volume 16, Issue I, pp. 163-169, 2015 A Task Technology Fit Model on e-learning Linwu Gu, Indiana University of Pennsylvania, lgu@iup.edu Jianfeng Wang, Indiana University of Pennsylvania, jwang@iup.edu ABSTRACT In this research, we propose

More information

A Study on consumers continuing to use online group-buying platforms: The impact of price performance expectations

A Study on consumers continuing to use online group-buying platforms: The impact of price performance expectations December 2010, Volume 9, No.12 (Serial No.90) Chinese Business Review, ISSN 1537-1506, USA A Study on consumers continuing to use online group-buying platforms: The impact of price performance expectations

More information

MAGNT Research Report (ISSN. 1444-8939) Vol.2 (Special Issue) PP: 213-220

MAGNT Research Report (ISSN. 1444-8939) Vol.2 (Special Issue) PP: 213-220 Studying the Factors Influencing the Relational Behaviors of Sales Department Staff (Case Study: The Companies Distributing Medicine, Food and Hygienic and Cosmetic Products in Arak City) Aram Haghdin

More information

THE RELATIONSHIPS BETWEEN CLIENT AND CONSULTANT OBJECTIVES IN IT PROJECTS

THE RELATIONSHIPS BETWEEN CLIENT AND CONSULTANT OBJECTIVES IN IT PROJECTS THE RELATIONSHIPS BETWEEN CLIENT AND CONSULTANT OBJECTIVES IN IT PROJECTS Matthew J. Liberatore, Villanova University, 610-519-4390, matthew.liberatore@villanova.edu Wenhong Luo, Villanova University,

More information

A Study on the Effects of Teacher Creativity and Teaching Expertise on Creative Teaching Behaviors

A Study on the Effects of Teacher Creativity and Teaching Expertise on Creative Teaching Behaviors , pp.59-64 http://dx.doi.org/10.14257/astl.2016. A Study on the Effects of Teacher Creativity and Teaching Expertise on Creative Teaching Behaviors Danbi Choe 1, Soo-Young Lee 2, Sung-Sik Kim 3 1 YoungJoong

More information

Portable Privacy: Mobile Device Adoption

Portable Privacy: Mobile Device Adoption Portable Privacy: Mobile Device Adoption Joseph H. Schuessler Bahorat Ibragimova 8 th Annual Security Conference Las Vegas, Nevada April 15 th & 16 th 2009 Relying on the government to protect your privacy

More information

An Analysis on the Factors affecting Standardization of e-government System Development and Management Methodology 1

An Analysis on the Factors affecting Standardization of e-government System Development and Management Methodology 1 , pp.12-16 http://dx.doi.org/10.14257/astl.2015.95.03 An Analysis on the Factors affecting Standardization of e-government System Development and Management Methodology 1 Seung Young Shin 1, Mi Ryang Kim

More information

Table of Contents. Abstract. Abstrak. Publications. Acknowledgement. List of Tables. List of Figures. List of Abbreviations

Table of Contents. Abstract. Abstrak. Publications. Acknowledgement. List of Tables. List of Figures. List of Abbreviations Table of Contents Abstract Abstrak Publications Acknowledgement List of Tables List of Figures Appendix List of Abbreviations i ii iii iv x xii xiii xiii CHAPTER 1 BACKGROUND TO THE STUDY 1.1 Introduction

More information

Understanding the Continued Usage of Business e-learning Courses in HK Corporations

Understanding the Continued Usage of Business e-learning Courses in HK Corporations Understanding the Continued Usage of Business e-learning Courses in HK Corporations Paul Yeung Ernest Jordan Macquarie Graduate School of Management, Macquarie University, Australia e-mail : pyeung@vtc.edu.hk

More information

Does Trust Matter to Develop Customer Loyalty in Online Business?

Does Trust Matter to Develop Customer Loyalty in Online Business? Does Trust Matter to Develop Customer Loyalty in Online Business? Pattarawan Prasarnphanich, Ph.D. Department of Information Systems, City University of Hong Kong Email: pprasarn@cityu.edu.hk Abstract

More information

CHAPTER V ANALYSIS & INTERPRETATION

CHAPTER V ANALYSIS & INTERPRETATION CHAPTER V ANALYSIS & INTERPRETATION In this chapter the analysis of the data collected based on the frame of reference of this thesis is presented. First the empirical analysis of the proposed theoretical

More information

The Influence of Greening the Suppliers and Green Innovation on Environmental Performance and Competitive Advantage in Taiwan

The Influence of Greening the Suppliers and Green Innovation on Environmental Performance and Competitive Advantage in Taiwan The Influence of Greening the Suppliers and Green Innovation on Environmental Performance and Competitive Advantage in Taiwan Tzu-Yun Chiou 1,2, Hing Kai Chan 1*, Fiona Lettice 1, Sai Ho Chung 3 1 Norwich

More information

Attitude, Behavioral Intention and Usage: An Empirical Study of Taiwan Railway s Internet Ticketing System

Attitude, Behavioral Intention and Usage: An Empirical Study of Taiwan Railway s Internet Ticketing System Attitude, Behavioral Intention and Usage: An Empirical Study of Taiwan Railway s Internet Ticketing System Wen-Hung Wang Department of Shipping and Transportation Management National Taiwan Ocean University,

More information

Management Science Letters

Management Science Letters Management Science Letters 4 (2014) 799 806 Contents lists available at GrowingScience Management Science Letters homepage: www.growingscience.com/msl Analyzing the effects of information technology on

More information

Factors Affecting Demand Management in the Supply Chain (Case Study: Kermanshah Province's manufacturing and distributing companies)

Factors Affecting Demand Management in the Supply Chain (Case Study: Kermanshah Province's manufacturing and distributing companies) International Journal of Agriculture and Crop Sciences. Available online at www.ijagcs.com IJACS/2013/6-14/994-999 ISSN 2227-670X 2013 IJACS Journal Factors Affecting Demand Management in the Supply Chain

More information

Measuring End User Satisfaction with Hospital s Mobile Health System in Korea

Measuring End User Satisfaction with Hospital s Mobile Health System in Korea , pp.21-30 http://dx.doi.org/10.14257/ijunesst.2013.6.6.03 Measuring End User Satisfaction with Hospital s Mobile Health System in Korea Heesung Yoon, Jungok Nah and Wynne Chin Global Service Management,

More information

Constructing a Technology Readiness Scale for Sports Center RFID Door Security System Users

Constructing a Technology Readiness Scale for Sports Center RFID Door Security System Users Constructing a Technology Readiness Scale for Sports Center RFID Door Security System Users Mu-Cheng Wu, National Chin-Yi University of Technology, Taiwan Chao-Chien Chen, Asia University, Taiwan Chih-Hung

More information

Keywords: Marketing Strategy, Competitive Advantage, the Customer Relationship System, State Banks of Kermanshah

Keywords: Marketing Strategy, Competitive Advantage, the Customer Relationship System, State Banks of Kermanshah CODIFYING THE MARKETING STRATEGY WITH AN APPROACH TO THE COMPETITIVE ADVANTAGE- CASE STUDY: THE COMPARISON OFCUSTOMER RELATIONSHIP SYSTEM IN STATE BANKS Jalaledin Gavazi and *Seyed Reza Hassani Department

More information

The Contribution of Business Intelligence Use and Business Intelligence System Infrastructure Flexibility to Organizational Dynamic Capability.

The Contribution of Business Intelligence Use and Business Intelligence System Infrastructure Flexibility to Organizational Dynamic Capability. The Contribution of Business Intelligence Use and Business Intelligence 1 Sergey Kokin, 2 Denis Pedyash, 3 Alexey V. Belov, 4 Tienan Wang, 5 Chunsheng Shi 1 First Author, Corresponding Author School of

More information

Journal of Information Technology Impact

Journal of Information Technology Impact Journal of Information Technology Impact Vol. 11, No. 3, pp. 183-210, 2011 Forwarding Content in Online Social Environments Panthera Dissamarn 1 Assumption University Thailand Abstract Based on previous

More information

A STRUCTURAL EQUATION MODEL ASSESSMENT OF LEAN MANUFACTURING PERFORMANCE

A STRUCTURAL EQUATION MODEL ASSESSMENT OF LEAN MANUFACTURING PERFORMANCE A STRUCTURAL EQUATION MODEL ASSESSMENT OF LEAN MANUFACTURING PERFORMANCE Tipparat Laohavichien Department of Operations Management, Faculty of Business Administration Kasetsart University, Thailand fbustrl@ku.ac.th

More information

Investigation The Effectiveness Of Customer Relationship Management Factors In Isfahan Tourism And Travel Agencies

Investigation The Effectiveness Of Customer Relationship Management Factors In Isfahan Tourism And Travel Agencies International Journal of Management Academy (2013), 1 (2): 96-101 Received: October 2013 Accepted: November 2013 Copyright 2013 by IJOMA Original Article Investigation The Effectiveness Of Customer Relationship

More information

The Investigation of the Influence of Service Quality toward Customer Engagement in Service Dominant Industries in Thailand

The Investigation of the Influence of Service Quality toward Customer Engagement in Service Dominant Industries in Thailand 2014 3rd International Conference on Business, Management and Governance IPEDR vol.82 (2014) (2014) IACSIT Press, Singapore DOI: 10.7763/IPEDR.2014.V82.7 The Investigation of the Influence of Service Quality

More information

Applications of Structural Equation Modeling in Social Sciences Research

Applications of Structural Equation Modeling in Social Sciences Research American International Journal of Contemporary Research Vol. 4 No. 1; January 2014 Applications of Structural Equation Modeling in Social Sciences Research Jackson de Carvalho, PhD Assistant Professor

More information

Understanding the online channel extension of traditional retailers: Online-offline and online-prototypical congruence

Understanding the online channel extension of traditional retailers: Online-offline and online-prototypical congruence SHS Web of Conferences 24, 01004 (2016) DOI: 10.1051/ shsconf/20162401004 C Owned by the authors, published by EDP Sciences, 2016 Understanding the online channel extension of traditional retailers: Online-offline

More information

Factors influencing nurses acceptance of hospital information systems in Iran: application of the Unified Theory of Acceptance and Use of Technology

Factors influencing nurses acceptance of hospital information systems in Iran: application of the Unified Theory of Acceptance and Use of Technology Factors influencing nurses acceptance of hospital information systems in Iran: application of the Unified Theory of Acceptance and Use of Technology Roxana Sharifian, Fatemeh Askarian, Mohtaram Nematolahi

More information

INVESTIGATING BUSINESS SCHOOLS INTENTIONS TO OFFER E-COMMERCE DEGREE-PROGRAMS

INVESTIGATING BUSINESS SCHOOLS INTENTIONS TO OFFER E-COMMERCE DEGREE-PROGRAMS INVESTIGATING BUSINESS SCHOOLS INTENTIONS TO OFFER E-COMMERCE DEGREE-PROGRAMS Jean Baptiste K. Dodor College of Business Jackson State University HTUjeandodor@yahoo.comUTH 601-354-1964 Darham S. Rana College

More information

Understanding Retailers Acceptance of Virtual Stores

Understanding Retailers Acceptance of Virtual Stores Knowledge Management & E-Learning: An International Journal, Vol.2, No.3. 328 Understanding Retailers Acceptance of Virtual Stores Irene Y.L. Chen* Department of Accounting, National Changhua University

More information

E-learning: Students perceptions of online learning in hospitality programs. Robert Bosselman Hospitality Management Iowa State University ABSTRACT

E-learning: Students perceptions of online learning in hospitality programs. Robert Bosselman Hospitality Management Iowa State University ABSTRACT 1 E-learning: Students perceptions of online learning in hospitality programs Sungmi Song Hospitality Management Iowa State University Robert Bosselman Hospitality Management Iowa State University ABSTRACT

More information

JJMIE Jordan Journal of Mechanical and Industrial Engineering

JJMIE Jordan Journal of Mechanical and Industrial Engineering JJMIE Jordan Journal of Mechanical and Industrial Engineering Volume 6, Number 1, Feb. 2012 ISSN 1995-6665 Pages 45-53 Effects of ISO 9001 Certification and KAAE on Performance of Jordanian Firms Abbas

More information

Empirical Analysis of the Customer Loyalty Problem in the International Logistics Market

Empirical Analysis of the Customer Loyalty Problem in the International Logistics Market Empirical Analysis of the Customer Loyalty Problem in the International Logistics Market CHAO-HUA CHEN 1 and HUI-YU LEE 2 1 Department of Transportation Technology and Logistics Management 2 Institute

More information

IMPACT OF CORE SELF EVALUATION (CSE) ON JOB SATISFACTION IN EDUCATION SECTOR OF PAKISTAN Yasir IQBAL University of the Punjab Pakistan

IMPACT OF CORE SELF EVALUATION (CSE) ON JOB SATISFACTION IN EDUCATION SECTOR OF PAKISTAN Yasir IQBAL University of the Punjab Pakistan IMPACT OF CORE SELF EVALUATION (CSE) ON JOB SATISFACTION IN EDUCATION SECTOR OF PAKISTAN Yasir IQBAL University of the Punjab Pakistan ABSTRACT The focus of this research is to determine the impact of

More information

Do sustainable practices mediate the relationship between top management commitment and customer cooperation?

Do sustainable practices mediate the relationship between top management commitment and customer cooperation? Do sustainable practices mediate the relationship between top management commitment and customer cooperation? Umar Burki (Umar.Burki@hbv.no) School of Business, University College of Southeast Norway,

More information

INVESTIGATION OF PREDICTOR FACTORS IN PROJECT MANAGEMENT PERFORMANCE

INVESTIGATION OF PREDICTOR FACTORS IN PROJECT MANAGEMENT PERFORMANCE Journal of Information Technology Management ISSN #1042-1319 A Publication of the Association of Management INVESTIGATION OF PREDICTOR FACTORS IN PROJECT MANAGEMENT PERFORMANCE NORSHIMA HUMAIDI UNIVERSITI

More information

LINKING BUSINESS ANALYTICS TO DECISION MAKING EFFECTIVENESS: A PATH MODEL ANALYSIS

LINKING BUSINESS ANALYTICS TO DECISION MAKING EFFECTIVENESS: A PATH MODEL ANALYSIS LINKING BUSINESS ANALYTICS TO DECISION MAKING EFFECTIVENESS: A PATH MODEL ANALYSIS Key words: Business analytics; Information processing capability; Decision-making effectiveness; Information processing

More information

A revalidation of the SET37 questionnaire for student evaluations of teaching

A revalidation of the SET37 questionnaire for student evaluations of teaching Educational Studies Vol. 35, No. 5, December 2009, 547 552 A revalidation of the SET37 questionnaire for student evaluations of teaching Dimitri Mortelmans and Pieter Spooren* Faculty of Political and

More information

Presentation Outline. Structural Equation Modeling (SEM) for Dummies. What Is Structural Equation Modeling?

Presentation Outline. Structural Equation Modeling (SEM) for Dummies. What Is Structural Equation Modeling? Structural Equation Modeling (SEM) for Dummies Joseph J. Sudano, Jr., PhD Center for Health Care Research and Policy Case Western Reserve University at The MetroHealth System Presentation Outline Conceptual

More information

ConsumerBehaviouralIntentionstowardInternetMarketing

ConsumerBehaviouralIntentionstowardInternetMarketing Global Journal of Science Frontier Research: Interdiciplinary Volume 15 Issue 1 Version 1.0 Year 2015 Type : Double Blind Peer Reviewed International Research Journal Publisher: Global Journals Inc. (USA

More information

The relationship of perceived service quality and playing intentions in online gambling

The relationship of perceived service quality and playing intentions in online gambling The relationship of perceived service quality and playing intentions in online gambling SNSUS Conference 2.6.2015 Stockholm Juho Hamari,Jani Kinnunen & Jonna Koivisto Game Research Lab University of Tampere,

More information

Technology Acceptance on Smart Board among Teachers in Terengganu Using UTAUT Model

Technology Acceptance on Smart Board among Teachers in Terengganu Using UTAUT Model Asian Social Science; Vol. 10, No. 11; 2014 ISSN 1911-2017 E-ISSN 1911-2025 Published by Canadian Center of Science and Education Technology Acceptance on Smart Board among Teachers in Terengganu Using

More information

The influence of system characteristics on e-learning use q

The influence of system characteristics on e-learning use q Computers & Education 47 (2006) 222 244 www.elsevier.com/locate/compedu The influence of system characteristics on e-learning use q Keenan A. Pituch a, *, Yao-kuei Lee b a Department of Educational Psychology,

More information

Path Model of IT Enhanced Project Information Management in Construction: Development and Implementation

Path Model of IT Enhanced Project Information Management in Construction: Development and Implementation Fourth International Conference on Construction in the 21 st Century (CITC-IV) Accelerating Innovation in Engineering, Management and Technology July 11-13, 2007, Gold Coast, Australia Path Model of IT

More information

Influencing Factors of the E-commerce Teaching Quality Based Taskdriven Project Empirical Study

Influencing Factors of the E-commerce Teaching Quality Based Taskdriven Project Empirical Study Influencing Factors of the E-commerce Teaching Quality Based Taskdriven Project Empirical Study 1 Province,China,313153290@qq.com Abstract In this paper, designed the Likert seventh scale system to survey

More information

CHAPTER 5: CONSUMERS ATTITUDE TOWARDS ONLINE MARKETING OF INDIAN RAILWAYS

CHAPTER 5: CONSUMERS ATTITUDE TOWARDS ONLINE MARKETING OF INDIAN RAILWAYS CHAPTER 5: CONSUMERS ATTITUDE TOWARDS ONLINE MARKETING OF INDIAN RAILWAYS 5.1 Introduction This chapter presents the findings of research objectives dealing, with consumers attitude towards online marketing

More information

Research on the Influence of E-commerce Platform to Agricultural Logistics: An Empirical Analysis based on Agricultural Product Marketing

Research on the Influence of E-commerce Platform to Agricultural Logistics: An Empirical Analysis based on Agricultural Product Marketing , pp.287-296 http://dx.doi.org/10.14257/ijsia.2015.9.10.26 Research on the Influence of E-commerce Platform to Agricultural Logistics: An Empirical Analysis based on Agricultural Product Marketing Yuqiu

More information

Factors affecting professor facilitator and course evaluations in an online graduate program

Factors affecting professor facilitator and course evaluations in an online graduate program Factors affecting professor facilitator and course evaluations in an online graduate program Amy Wong and Jason Fitzsimmons U21Global, Singapore Along with the rapid growth in Internet-based instruction

More information

What Keeps Online Customers Repurchasing through the Internet?

What Keeps Online Customers Repurchasing through the Internet? What Keeps Online Customers Repurchasing through the Internet? KANOKWAN ATCHARIYACHANVANICH, HITOSHI OKADA and NOBORU SONEHARA Factors affecting the intention of purchasing online have been investigated

More information

Effect of Use of e-commerce in Company s Productivity (Small and Medium Enterprises in the Electronics Industry)

Effect of Use of e-commerce in Company s Productivity (Small and Medium Enterprises in the Electronics Industry) Effect of Use of e-commerce in Company s Productivity (Small and Medium Enterprises in the Electronics Industry) Rozita Saadatmand 1 *, Reza Safarinejad Fard 1, Dr.Abu Bakar Bin Abdual Hamid 1 1 University

More information

Effect Analysis on Strategy Implementation Drivers

Effect Analysis on Strategy Implementation Drivers World Applied Sciences Journal 11 (10): 155-161, 010 ISSN 1818-495 IDOSI Publications, 010 Effect Analysis on Strategy Implementation Drivers 1 3 S. Sorooshian, Z. Norzima, I. Yusof and Y. Rosnah 1 Department

More information

Exploring the Drivers of E-Commerce through the Application of Structural Equation Modeling

Exploring the Drivers of E-Commerce through the Application of Structural Equation Modeling Exploring the Drivers of E-Commerce through the Application of Structural Equation Modeling Andre F.G. Castro, Raquel F.Ch. Meneses and Maria R.A. Moreira Faculty of Economics, Universidade do Porto R.Dr.

More information

Personalized Services in Online Shopping: Enjoyment and Privacy

Personalized Services in Online Shopping: Enjoyment and Privacy Personalized Services in Online Shopping: Enjoyment and Privacy Ilias O. Pappas, Michail N. Giannakos, Vassilios Chrissikopoulos Department of Informatics Ionian University Corfu, Greece ilpappas@ionio.gr,

More information

Factors That Improve the Quality of Information Technology and Knowledge Management System for SME(s) in Thailand

Factors That Improve the Quality of Information Technology and Knowledge Management System for SME(s) in Thailand China-USA Business Review, ISSN 1537-1514 March 2012, Vol. 11, No. 3, 359-367 D DAVID PUBLISHING Factors That Improve the Quality of Information Technology and Knowledge Management System for SME(s) in

More information

Nam-gu, Incheon, Korea 2 Division of Industrial Engineering and Management, Sungkyul University,

Nam-gu, Incheon, Korea 2 Division of Industrial Engineering and Management, Sungkyul University, Vol.87 (Art, Culture, Game, Graphics, Broadcasting and Digital Contents 2015), pp.6-11 http://dx.doi.org/10.14257/astl.2015.87.02 Differences in the Environmental Management and Ethical Management Practices

More information

On Market Orientation:

On Market Orientation: On Market Orientation: Development and empirical validation of two symmetric component measures of market orientation November 2005 by Hans Eibe Sørensen Department of Marketing & Management University

More information

Measuring Excellent Leadership in Public Relations: A Second-Order Factor Model in the Dimension of Self-Dynamics

Measuring Excellent Leadership in Public Relations: A Second-Order Factor Model in the Dimension of Self-Dynamics Measuring Excellent Leadership in Public Relations: A Second-Order Factor Model in the Dimension of Self-Dynamics Juan Meng University of Alabama jmeng2@bama.ua.edu William C. Heyman Heyman Associates,

More information

Dae-HyunJung 1, Lee-Sang Jung 2. {San 30, Jangjeon-dong, Geumjeonggu, Busan ; 179, Sinseonno, Namgu, Busan8} lsjung@tu.ac.kr

Dae-HyunJung 1, Lee-Sang Jung 2. {San 30, Jangjeon-dong, Geumjeonggu, Busan ; 179, Sinseonno, Namgu, Busan8} lsjung@tu.ac.kr , pp.16-20 http://dx.doi.org/10.14257/astl.2013.34.05 The organization and individual characteristics of having an effect on the internet abuse action: The moderating variable research of the perceived

More information

UTILIZING THE TECHNOLOGY ACCEPTANCE MODEL TO ASSESS THE EMPLOYEE ADOPTION OF INFORMATION SYSTEMS SECURITY MEASURES

UTILIZING THE TECHNOLOGY ACCEPTANCE MODEL TO ASSESS THE EMPLOYEE ADOPTION OF INFORMATION SYSTEMS SECURITY MEASURES UTILIZING THE TECHNOLOGY ACCEPTANCE MODEL TO ASSESS THE EMPLOYEE ADOPTION OF INFORMATION SYSTEMS SECURITY MEASURES Cynthia M. Jones, Nova Southeastern University, x2cjones@yahoo.com Richard V. McCarthy,

More information

Effects of Working Ability, Working Condition, Motivation and Incentive on Employees Multi-Dimensional Performance

Effects of Working Ability, Working Condition, Motivation and Incentive on Employees Multi-Dimensional Performance Effects of Working Ability, Working Condition, Motivation and Incentive on Employees Multi-Dimensional Performance Atya Nur Aisha, Pamoedji Hardjomidjojo, and Yassierli Abstract The purpose of this study

More information

*Author for Correspondence. Keywords: Social Responsibility, Market Orientation, Customer Relationship Management, Performance

*Author for Correspondence. Keywords: Social Responsibility, Market Orientation, Customer Relationship Management, Performance THE EFFECT OF SOCIAL RESPONSIBILITY, MARKET ORIENTATION AND CUSTOMER RELATIONSHIP MANAGEMENT ON PERFORMANCE USING A BALANCED SCORECARD APPROACH (CASE STUDY DAIRY COMPANIES SHIRAZ) Fatemeh Keshavars Pour

More information

The Effects of Trust on the Intention of Adopting Business Process Outsourcing: An Empirical Study

The Effects of Trust on the Intention of Adopting Business Process Outsourcing: An Empirical Study 118 IJCSNS International Journal of Computer Science and Network Security, VOL.7 No.10, October 2007 The Effects of Trust on the Intention of Adopting Business Process Outsourcing: An Empirical Study JaeJon

More information

A Study on the Willingness to Use Information System of Sport Event Based on Information System Success Model

A Study on the Willingness to Use Information System of Sport Event Based on Information System Success Model A Study on the Willingness to Use Information System of Sport Event Based on Information System Success Model Mu-Cheng Wu, Assistant Professor, National Chin-Yi University of Technology, Taiwan Yong Tang,

More information

The Model of Ethical Culture and Capabilities Influencing reputation of Banks in Thailand

The Model of Ethical Culture and Capabilities Influencing reputation of Banks in Thailand Available online at www.globalilluminators.org GlobalIlluminators Full Paper Proceeding MTAR-2014, Vol. 1, 169-175 FULL PAPER PROCEEDING Multidisciplinary Studies ISBN: 978-969-9948-22-0 MTAR-14 The Model

More information

THE EFFECT OF TECHNOLOGICAL AND COMMERCIAL VIABILITY ON MICROSOFT TAIWAN INNOVATION COMPETENCY

THE EFFECT OF TECHNOLOGICAL AND COMMERCIAL VIABILITY ON MICROSOFT TAIWAN INNOVATION COMPETENCY Bilgi Ekonomisi ve Yönetimi Dergisi / 2013 Cilt: VIII Sayı: I THE EFFECT OF TECHNOLOGICAL AND COMMERCIAL VIABILITY ON MICROSOFT TAIWAN INNOVATION COMPETENCY Cheng-Ping Shih 1 Ya-Chung Hung 2 Abstract Innovation

More information

International Management Journals

International Management Journals International Management Journals www.managementjournals.com International Journal of Applied Management Education and Development Volume 1 Issue 3 Factors that Influence Students Learning Attitudes toward

More information

Knowledge Management and Organizational Learning in Food Manufacturing Industry

Knowledge Management and Organizational Learning in Food Manufacturing Industry Proceedings Book of ICEFMO, 2013, Malaysia Handbook on the Economic, Finance and Management Outlooks ISBN: 978-969-9347-14-6 Knowledge Management and Organizational Learning in Food Manufacturing Industry

More information

The deployment and internationalization speed of e-business in the digital entrepreneurship era

The deployment and internationalization speed of e-business in the digital entrepreneurship era Ziyae et al. Journal of Global Entrepreneurship Research 2014, 4:15 RESEARCH Open Access The deployment and internationalization speed of e-business in the digital entrepreneurship era Babak Ziyae *, Seyed

More information

Customer Experience Management Influences Customer Loyalty: Case Study of Supercenters in Thailand

Customer Experience Management Influences Customer Loyalty: Case Study of Supercenters in Thailand DOI: 10.7763/IPEDR. 2012. V50. 11 Experience Management Influences Loyalty: Case Study of Supercenters in Thailand Songsak Wijaithammarit 1 and Teera Taechamaneestit 1 1 Faculty of Business Administration,

More information

1. Table A1: Descriptive statistics and measurement model estimates a

1. Table A1: Descriptive statistics and measurement model estimates a Online Appendix Contents: 1. Table A1: Descriptive statistics and measurement model estimates 2. Results of alternative measurement model and structural model specifications 3. Discussion of the effects

More information

A Study on the Psychological Exhaustion and Job Stress of Childcare Center Teachers (Centered Around the City of Ulsan)

A Study on the Psychological Exhaustion and Job Stress of Childcare Center Teachers (Centered Around the City of Ulsan) , pp.114-118 http://dx.doi.org/10.14257/astl.2015.92.24 A Study on the Psychological Exhaustion and Job Stress of Childcare Center Teachers (Centered Around the City of Ulsan) En-Young Lee 1, Seong-Je,

More information

Impact of Knowledge Management and Organizational Learning on Different Dimensions of Organizational Performance: A Case Study of Asian Food Industry

Impact of Knowledge Management and Organizational Learning on Different Dimensions of Organizational Performance: A Case Study of Asian Food Industry Impact of Knowledge Management and Organizational Learning on Different Dimensions of Organizational : A Case Study of Asian Food Industry Huang Hui 1, Che Wan Jasimahbt Wan Mohamed Radzi 1, HashemSalarzadeh

More information

EFFECTIVENESS OF DETECTIVE AND PREVENTATIVE INFORMATION SECURITY CONTROLS IN INFORMATION SYSTEMS ORGANIZATIONS

EFFECTIVENESS OF DETECTIVE AND PREVENTATIVE INFORMATION SECURITY CONTROLS IN INFORMATION SYSTEMS ORGANIZATIONS SENRA Academic Publishers, British Columbia Vol. 8, No. 3, pp. 3125-3129, October 2014 Online ISSN: 1920-3853; Print ISSN: 1715-9997 EFFECTIVENESS OF DETECTIVE AND PREVENTATIVE INFORMATION SECURITY CONTROLS

More information

The Study on Affecting Factors of Learners Satisfaction of Online Course Platform

The Study on Affecting Factors of Learners Satisfaction of Online Course Platform Association for Information Systems AIS Electronic Library (AISeL) WHICEB 2014 Proceedings Wuhan International Conference on e-business Summer 6-1-2014 The Study on Affecting Factors of Learners Satisfaction

More information

Copyright subsists in all papers and content posted on this site.

Copyright subsists in all papers and content posted on this site. Student First Name: Raed Student Second Name: Algharabat Copyright subsists in all papers and content posted on this site. Further copying or distribution by any means without prior permission is prohibited,

More information

UNDERSTANDING CLIENTS INTENTIONS TO EXPLORE SOFTWARE-AS-A-SERVICE (SAAS) FEATURES: A SOCIAL CAPITAL THEORY PERSPECTIVE

UNDERSTANDING CLIENTS INTENTIONS TO EXPLORE SOFTWARE-AS-A-SERVICE (SAAS) FEATURES: A SOCIAL CAPITAL THEORY PERSPECTIVE UNDERSTANDING CLIENTS INTENTIONS TO EXPLORE SOFTWARE-AS-A-SERVICE (SAAS) FEATURES: A SOCIAL CAPITAL THEORY PERSPECTIVE Chia-Shiang Hsu, College of Management, National Kaohsiung First University of Science

More information

Factors of knowledge sharing in supply chainbased on perspective of knowledge characteristics

Factors of knowledge sharing in supply chainbased on perspective of knowledge characteristics ISSN 1816-6075 (Print), 1818-0523 (Online) Journal of System and Management Sciences Vol.1(2011) No.3, pp.21-29 Factors of knowledge sharing in supply chainbased on perspective of knowledge characteristics

More information

Factors Influencing Customers Acceptance of Internet Banking Services in Sudan

Factors Influencing Customers Acceptance of Internet Banking Services in Sudan Factors Influencing Customers Acceptance of Internet Banking Services in Sudan Adam Haroun Omer Khater 1, Dr. Babikir Alfaki Almansour 2, Dr. Mohammed Hamad Mahmoud 3 ¹Nyala University, Faculty of Economic

More information

The Influence of Stressful Life Events of College Students on Subjective Well-Being: The Mediation Effect of the Operational Effectiveness

The Influence of Stressful Life Events of College Students on Subjective Well-Being: The Mediation Effect of the Operational Effectiveness Open Journal of Social Sciences, 2016, 4, 70-76 Published Online June 2016 in SciRes. http://www.scirp.org/journal/jss http://dx.doi.org/10.4236/jss.2016.46008 The Influence of Stressful Life Events of

More information

The Power of Customer Relationship Management in Enhancing Product Quality and Customer Satisfaction

The Power of Customer Relationship Management in Enhancing Product Quality and Customer Satisfaction The Power of Customer Relationship Management in Enhancing Product Quality and Customer Satisfaction Arawati Agus 1 and Za faran Hassan 2+ 1 Graduate School of Business, Universiti Kebangsaan Malaysia,

More information

Exploring the critical factors influencing online lending intentions

Exploring the critical factors influencing online lending intentions Wang et al. Financial Innovation (2015) 1:8 DOI 10.1186/s40854-015-0010-9 RESEARCH Open Access Exploring the critical factors influencing online lending intentions Peng Wang 1, Haichao Zheng 1, Dongyu

More information

Innovation value chain as predictors for innovation strategy in Malaysian telecommunication industry

Innovation value chain as predictors for innovation strategy in Malaysian telecommunication industry Seyedeh Khadijeh Taghizadeh (Malaysia), Krishna Swamy Jayaraman (Malaysia), Ishak Ismail (Malaysia), Syed Abidur Rahman (Malaysia) Innovation value chain as predictors for innovation strategy in Malaysian

More information

ROLE OF MARKET REFORMS IN INVESTORS PROTECTION FOR CAPITAL MARKET DEVELOPMENT: A STRUCTURAL EQUATION MODELLING APPROACH

ROLE OF MARKET REFORMS IN INVESTORS PROTECTION FOR CAPITAL MARKET DEVELOPMENT: A STRUCTURAL EQUATION MODELLING APPROACH I.J.E.M.S., VOL.4 (4) 2013: 449-454 ISSN 2229-600X ROLE OF MARKET REFORMS IN INVESTORS PROTECTION FOR CAPITAL MARKET DEVELOPMENT: A STRUCTURAL EQUATION MODELLING APPROACH 1 Das Tapas, 2 Das Seshanwita

More information

Brief report: Intimacy, passion, and commitment in romantic relationships Validation of a triangular love scale for adolescents $

Brief report: Intimacy, passion, and commitment in romantic relationships Validation of a triangular love scale for adolescents $ Journal of Adolescence Journal of Adolescence 30 (2007) 523 528 www.elsevier.com/locate/jado Brief report: Intimacy, passion, and commitment in romantic relationships Validation of a triangular love scale

More information

Writing about SEM/Best Practices

Writing about SEM/Best Practices Writing about SEM/Best Practices Presenting results Best Practices» specification» data» analysis» interpretation 1 Writing about SEM Summary of recommendation from Hoyle & Panter, McDonald & Ho, Kline»

More information