A SEM-neural network approach for understanding determinants of interorganizational system standard adoption and performances

Decision Support Systems

Volumn 54, Issue 1, 2012, Pages 621-630

  Chan, Felix T S ^a   Chong, Alain Y L ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

E business standard; Neural network; SEM; Survey; Technology adoption

Indexed keywords

ANALYTIC APPROACH; COMPREHENSIVE RESEARCH; EBUSINESS; INFORMATION SHARING; INSTITUTIONAL THEORY; INTER-ORGANIZATIONAL RELATIONSHIPS; INTER-ORGANIZATIONAL SYSTEMS; MALAYSIANS; MANAGERIAL DECISION MAKING; MANUFACTURING FIRMS; MULTI-STATE; NEURAL NETWORK MODEL; ORGANIZATIONAL FACTORS; ORGANIZATIONAL PERFORMANCE; RESEARCH MODELS; ROSETTANET; STRUCTURAL EQUATION MODELING; TECHNOLOGY ADOPTION; TOP MANAGEMENT SUPPORT;

NEURAL NETWORKS; SCANNING ELECTRON MICROSCOPY; SURVEYS;

RESEARCH;

EID: 84868655219     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2012.08.009     Document Type: Article

References (43)

1. J.M. Burn The new cultural revolution: the impact of EDI on Asia Journal of Global Information Management 3 1995 16 23
2. F. Chen Information sharing and supply chain coordination Handbooks in Operations Research and Management Science 11 2003 341 421
3. A.Y.L. Chong, and K.B. Ooi Adoption of interorganizational system standards in supply chains Industrial Management & Data Systems 108 2008 529 547
4. A.Y.L. Chong, K.B. Ooi, B. Lin, and S.Y. Tang Influence of interorganizational relationships on SMEs' e-business adoption Internet Research 19 2009 313 331
5. A.Y.L. Chong, K.B. Ooi, and A. Sohal The relationship between supply chain factors and adoption of e-Collaboration tools: an empirical examination International Journal of Production Economics 122 2009 150 160
6. M.T. Frohlich e-Integration in the supply chain: barriers and performance Decision Sciences 33 2002 537 556
7. G.D. Garson Neural Network: An Introductory Guide for Social Scientists 1998 Sage Publications London
8. J.L. Gibbs, and K.L. Kraemer A cross-country investigation of the determinants of scope of e-commerce use: an institutional approach Electronic Markets 14 1998 124 137
9. J. Hair, W. Black, B. Babin, R. Anderson, and R. Tatham Multivariate Data Analysis 2006 Prentice Hall Upper Saddle River, NJ
10. C.I. Hsu, M.L. Shih, B.W. Huang, and C.N. Lin Predicting tourism loyalty using an integrated Bayesian network mechanism Expert Systems with Applications 36 2009 11760 11763
11. Z. Huang, B.D. Janz, and M.N. Frolick A comprehensive examination of Internet-EDI adoption Information Systems Management 25 2008 273 286
12. A. Jeyaraj, J.W. Rottman, and M.C. Lacity A review of the predictors, linkages, and biases in IT innovation adoption research Journal of Information Technology 21 2006 1 23 (Pubitemid 43289767)
13. J. Jimenez-Martinez, and Y. Polo-Redondo The influence of EDI adoption over its perceived benefits Technovation 24 2004 73 79
14. F. Kaefer, and E. Bendoly The adoption of electronic data interchange: a model and practical tool for managers Decision Support Systems 30 2000 23 32 (Pubitemid 32033660)
15. J. Kauremaa, J.M. Nurmilaakso, and K. Tanskanen E-business enabled operational linkages: the role of RosettaNet in integrating the telecommunications supply chain International Journal of Production Economics 127 2009 343 357
16. W. Ke, H. Liu, K.K. Wei, J. Gu, and H. Chen How do mediated and non-mediated power affect electronic supply chain management system adoption? The mediating effects of trust and institutional pressures Decision Support Systems 46 2009 839 851
17. S. Koh, M. Demirbag, E. Bayraktar, E. Tatoglu, and S. Zaim The impact of supply chain management practices on performance of SMEs Industrial Management and Data Systems 107 2007 103 124 (Pubitemid 46012658)
18. T. Kostova, and K. Roth Adoption of an organizational practice by subsidiaries of multinational corporations: institutional and relational effects The Academy of Management Journal 45 2002 215 233
19. K.K.Y. Kuan, and P.Y.K. Chau A perception-based model for EDI adoption in small businesses using a technology-organization-environment framework Information & Management 38 2001 507 521 (Pubitemid 32821050)
20. S. Kurokawa, S. Manabe, and B. Rassameethes Determinants of EDI adoption and integration by US and Japanese automobile suppliers Journal of Organizational Computing and Electronic Commerce 18 2008 1 33
21. S. Li, B. Ragu-Nathan, T. Ragu-Nathan, and S. Subba Rao The impact of supply chain management practices on competitive advantage and organizational performance Omega 34 2006 107 124 (Pubitemid 41600568)
22. H.F. Lin Empirically testing innovation characteristics and organizational learning capabilities in e-business implementation success Internet Research 18 2008 60 78
23. A. Malhotra, S. Gosain, and O.A. Sawy Leveraging standard electronic business interfaces to enable adaptive supply chain partnerships Information Systems Research 18 2007 260 279
24. S.A. Morris, T.H. Greer, C. Hughes, and W.J. Clark Prediction of Case adoption: a neural network approach Industrial Management & Data Systems 104 2004 129 135
25. N.L. Nelson, and M.K. Shaw The adoption and diffusion of interorganizational systems standards and process innovation [Online] Available: http://www.si.umich.edu/misq-stds/proceedings/146-258-301.pdf 2003 [Accessed: 10 Sep. 2010]
26. J.M. Nurmilaakso Adoption of e-business functions and migration from EDI-based to XML-based e-business frameworks in supply chain integration International Journal of Production Economics 113 2008 721 733
27. P. Ratnasingam The influence of power on trading partner trust in electronic commerce Internet Research: Electronic Networking Applications and Policy 10 2000 56 62 (Pubitemid 39046862)
28. E.M. Rogers Diffusion of Innovations 1995 Free Press New York
29. J.E. Scott, and S. Walczak Cognitive engagement with multimedia ERP training tool: assessing computer self-efficacy and technology acceptance Information and Management 46 2009 221 232
30. R.S. Sexton, R.A. Johnson, and M.A. Hignite Predicting Internet/e-commerce use Internet Research 12 2002 402 410
31. R.A. Shang, C.C. Chen, and Y.C. Liu Internet EDI adoption factors: power, trust and vision Proceedings of the 7th International conference on Electronic Commerce, ACM International Conference Proceeding Series, Xi'an, China 2005
32. B. Shore Information sharing in global supply chain systems Journal of Global Information Technology Management 4 2001 27 50
33. SPSS SPSS Neural Networks 17.0. SPSS Inc, United States 2007
34. S. Thatcher, W. Foster, and L. Zhu B2B e-commerce adoption decisions in Taiwan: the interaction of cultural and other institutional factors Electronic Commerce Research and Applications 5 2006 92 104 (Pubitemid 44269316)
35. L. Tornatzky, and M. Fleischer The Process of Technology Innovation 1990 Lexington Books New York
36. M.C. Tsai, W. Lee, and H.C. Wu Determinants of RFID adoption intention: evidence from Taiwanese retail chains Information & Management 47 2010 255 261
37. V. Venkatesh, and S. Goyal Expectation disconfirmation and technology adoption: polynomial modeling and response surface analysis MIS Quarterly 34 2010 281 303
38. Y.M. Wang, and T.M.S. Elhag A comparison of neural network, evidential reasoning and multiple regression analysis in modeling bridge risks Expert Systems with Application 32 2007 336 348 (Pubitemid 44647803)
39. T.T. Wei, G. Marthandan, A.Y.L. Chong, K.B. Ooi, and S. Arumugam What drives Malaysian m-commerce adoption? An empirical analysis Industrial Management & Data Systems 109 2009 370 388
40. T.C. Wong, S.Y. Wong, and K.S. Chin A neural network-based approach of quantifying relative importance among various determinants toward organizational innovation Expert Systems with Applications 38 2011 13064 13072
41. F. Wu, V. Mahajan, and S. Balasubramanian An analysis of e-business adoption and its impact on business performance Journal of the Academy of Marketing Science 31 2003 425 447 (Pubitemid 37282456)
42. Y. Yao, J. Palmer, and M. Dresner An interorganizational perspective on the use of electronically-enabled supply chains Decision Support Systems 43 2007 884 896 (Pubitemid 46466996)
43. K. Zhu, K. Kraemer, and S. Xu Electronic business adoption by European firms: a cross-country assessment of the facilitators and inhibitors European Journal of Information Systems 12 2003 251 268 (Pubitemid 38284794)