Explaining the adoption of Internet stock trading in Malaysia: Comparing models

Asian Journal of Technology Innovation

Volumn 22, Issue 1, 2014, Pages 131-151

  Ramayah, T ^a   Soto Acosta, Pedro ^b   Colomo Palacios, Ricardo ^c   Gopi, M ^a   Popa, Simona ^b  

^a SCHOOL OF PHYSICS   (Malaysia)

^b UNIVERSITY OF MURCIA   (Spain)

^c UNIVERSIDAD CARLOS III DE MADRID   (Spain)

Author keywords

behavioural intention model; diffusion of innovation; Internet stock trading; Malaysia; model comparison

Indexed keywords

EID: 84902268276     PISSN: 19761597     EISSN: 21586721     Source Type: Journal    
DOI: 10.1080/19761597.2013.873110     Document Type: Article

References (76)

1. Agarwal, R., Ahuja, M., Carter, P.E., and Gans, M. (1998), 'Early and Late Adopters of IT Innovations: Extension of Innovation Diffusion Theory', Working Paper, College of Business, Florida State University.
2. Agarwal, R., Sambamurthy, V., and Stair, R.M. (2000), 'Research Report: The Evolving Relationship Between General and Specific Computer Self-efficacy - an Empirical Assessment', Information Systems Research, 11(4), 418-430. doi: 10.1287/isre.11.4.418.11876
3. Ajzen, I. (1985), 'From Intentions to Actions: A Theory of Planned Behaviour', in Action-Control: From Cognition to Behavior, eds. J. Kuhi and J. Beckman, Heidelberg: Springer, pp. 11-39.
4. Ajzen, I. (1991), 'The Theory of Planned Behaviour', Organizational Behavior and Human Decision Processes, 50, 179-211. doi: 10.1016/0749-5978(91)90020-T
5. Ajzen, I. (2002), 'Perceived Behavioral Control, Self-efficacy, Locus of Control and the Theory of Planned Behaviour', Journal of Applied Social Psychology, 32, 1-20. doi: 10.1111/j.1559-1816.2002.tb00236.x
6. Ajzen, I., and Fishbein, M. (1980), Understanding Attitudes and Predicting Social Behaviour, Englewood Cliffs, NJ: Prentice-Hall.
7. Ajzen, I., and Fishbein, M. (2005), 'The Influence of Attitudes on Behaviour', in The Handbook of Attitudes, eds. D. Albarracín, B.T. Johnson, and M.P. Zanna, Mahwah, NJ: Erlbaum, pp. 173-221.
8. Bandura, A. (1991), 'Social Cognitive Theory of Self-regulation', Organizational Behavior and Human Decision Processes, 50, 248-287. doi: 10.1016/0749-5978(91)90022-L
9. Bandura, A. (1998), 'Health Promotion from the Perspective of Social Cognitive Theory', Psychology and Health, 13, 623-649. doi: 10.1080/08870449808407422
10. Basyir, A. (2000), 'A Model of Consumers' Acceptance of Internet Shopping', MBA Thesis, School of Management, University Sains Malaysia, Penang.
11. Bobbitt, M.L., Dabholkar, P.A. (2001), 'Integrating Attitudinal Theories to Understand and Predict Use of Technology-Based Self-Service', International Journal of Service Industry Management, 12(5), 423-450. doi: 10.1108/EUM0000000006092
12. Chan, S.C., and Lu, M.T. (2004), 'Understanding Internet Banking Adoption and User Behavior: A Hong Kong Perspective', Journal of Global Information Management, 12(3), 21-43. doi: 10.4018/jgim.2004070102
13. Chau, P.Y.K., and Hu, P.J.H. (2001), 'Information Technology Acceptance by Individual Professionals: A Model Comparison Approach', Decision Sciences, 32(4), 699-719. doi: 10.1111/j.1540-5915.2001.tb00978.x
14. Chen, L.D., Gillenson, M.L., and Sherrel, D.L. (2002), 'Enticing Online Consumers: An Extended Technology Acceptance Perspective', Information and Management, 39, 705-719. doi: 10.1016/S0378-7206(01)00127-6
15. Cheng, Y.-H., and Yeh, Y.-J. (2011), 'Exploring Radio Frequency Identification Technology's Application in International Distribution Centers and Adoption Rate Forecasting', Technological Forecasting and Social Change, 78(4), 661-673. doi: 10.1016/j.techfore.2010.10.003
16. Churchill, G.A. (1979), 'A Paradigm for Developing Better Measures of Marketing Constructs', Journal of Marketing Research, 16(1), 64-73. doi: 10.2307/3150876
17. Cialdini, R.B., Reno, R.R., and Kallgren, C.A. (1990), 'A Focus Theory of Normative Conduct: Recycling the Concept of Norms to Reduce Littering in Public Places', Journal of Personality and Social Psychology, 58(6), 1015-1026. doi: 10.1037/0022-3514.58.6.1015
18. Compeau, D.R., and Higgins, C.A. (1995), 'Application of Social Cognitive Theory to Training for Computer Skills', Information Systems Research, 6(1), 118-143. doi: 10.1287/isre.6.2.118
19. Davis, F.D. (1986), 'A Technology Acceptance Model Empirical Testing New End-User Information Systems: Theory and Results', Doctoral dissertation, Sloan School of Management, Massachusetts Institute of Technology.
20. Davis, F.D. (1989), 'Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology', MIS Quarterly, 13(3), 319-339. doi: 10.2307/249008
21. Davis, F.D., Bagozzi, R.P., and Warshaw, P.R. (1989), 'User Acceptance of Computer Technology: A Comparison of Two Theoretical Models', Management Science, 35(8), 982-1003. doi: 10.1287/mnsc.35.8.982
22. Dong, J.Q. (2009), 'User Acceptance of Information Technology Innovations in the Chinese Cultural Context', Asian Journal of Technology Innovation, 17(2), 129-149. doi: 10.1080/19761597.2009.9668676
23. Featherman, M.S. (2001), Extending the Technology Acceptance Model by Inclusion of Perceived Risk, Proceedings of the Seventh Americas Conference on Information Systems, Detroit: Michigan, pp. 758-760.
24. Featherman, M.S., and Pavlou, P.A. (2002), Predicting E-service Adoption: A Perceived Risk Facets Perspective, Proceedings of the Eighth Americas Conference on Information Systems, Pittsburgh: Pennsylvania, pp. 1036-1046.
25. Fishbein, M., and Ajzen, I. (1975), Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research, Reading, MA: Addison-Wesley.
26. Gefen, D., and Straub, D.W. (2003), 'Managing User Trust in B2C E-services', e-Service Journal, 2(2), 7-24. doi: 10.2979/ESJ.2003.2.2.7
27. Gefen, D., Warkentin, M., Pavlou, P.A., and Rose, G. (2002), Adoption of E-government: An Intended Use of Online Public Services, Proceedings of the 2002 Americas Conference on Information Systems, Dallas: Texas, pp. 569-576.
28. Hagger, M.S., and Chatzisarantis, N.L.D. (2005), 'First- and Higher-order Models of Attitudes, Normative Influence, and Perceived Behavioural Control in the Theory of Planned Behaviour', The British Journal of Social Psychology, 44, 513-535. doi: 10.1348/014466604X16219
29. Hair, J.F., Anderson, R.E., Tatham, R.L., and Black, B.C. (1998), Multivariate Data Analysis (5th ed.), Englewood Cliffs, NJ: Prentice-Hall International.
30. Heijden, H., Verhage, T., and Creemers, M. (2000), 'Predicting Online Purchase Behavior: Replications and Tests of Competing Models', Working Paper, Faculteit der Economische Wetenschappen en Econometrie, Vrije Universiteit, Amsterdam, The Netherlands.
31. Heijden, H., Verhage, T., and Creemers, M. (2003), 'Understanding Online Purchase Intentions: Contributions from Technology and Trust Perspective', European Journal of Information Systems, 12, 41-48. doi: 10.1057/palgrave.ejis.3000445
32. Hong, S.-J., Thong, J.Y.L., and Tam, K.Y. (2006), 'Understanding Continued Information Technology Usage Behavior: A Comparison of Three Models in the Context of Mobile Internet', Decision Support Systems, 42(3), 1819-1834. doi: 10.1016/j.dss.2006.03.009
33. Hsu, M.H., and Chiu, C.M. (2004), 'Predicting Electronic Service Continuance with a Decomposed Theory of Planned Behaviour', Behaviour & Information Technology, 23(5), 359-373. doi: 10.1080/01449290410001669969
34. Jarvenpaa, S.L., and Todd, P.A. (1997), 'Consumer Reactions to Electronic Shopping in the World Wide Web', International Journal of Electronic Commerce, 1(2), 59-88.
35. Kidwell, B., and Jewell, R.D. (2003), 'An Examination of Perceived Behavioral Control: Internal and External Influences on Intention', Psychology and Marketing, 20(7), 625-642. doi: 10.1002/mar.10089
36. Lee, B.C.Y. (2012), 'The Determinant of Consumer Adoption of Product Innovation: A Multi-component Measure and its Antecedents', Asian Journal of Technology Innovation, 20(2), 295-307. doi: 10.1080/19761597.2012.754209
37. Lee, J.E., and Ho, P.S. (2002), A Retail Investor's Perspective on the Acceptance of Internet Stock Trading, Proceedings of the 36th HICSS, Waikoloa: Hawaii, pp. 1-11.
38. Li, D., and Chau, P.Y.K. (2009), 'Acceptance of Internet-based Services: A Comparison of Three Models', Pacific Asia Journal of the Association for Information Systems, 1(3), 1-24.
39. Ling, K.P. (2002), 'Receptiveness of E-Banking by Malaysian Consumers', MBA Thesis, School of Management, University Sains Malaysia, Penang.
40. Liu, X., and Wei, K.K. (2003), 'An Empirical Study of Product Differences in Consumers' E-commerce Adoption Behaviour', Electronic Commerce Research and Applications, 2, 229-239. doi: 10.1016/S1567-4223(03)00027-9
41. Lu, J., Yu, C.S., Liu, C., and Yao, J.E. (2003), 'Technology Acceptance Model for Wireless Internet', Internet Research, 13(3), 206-222. doi: 10.1108/10662240310478222
42. Lu, J., Yu, C.S., and Liu, C. (2005), 'Facilitating Conditions, Wireless Trust and Adoption Intention', The Journal of Computer Information Systems, 46, 17-24.
43. Maier, C., Laumer, S., Eckhardt, A., and Weitzel, T. (2013), 'Analyzing the Impact of HRIS Implementations on HR Personnel's Job Satisfaction and Turnover Intention', Journal of Strategic Information Systems, 22(3), 193-207. doi: 10.1016/j.jsis.2012.09.001
44. Mathieson, K. (1991), 'Predicting User Intention: Comparing the Technology Acceptance Model with the Theory of Planned Behaviour', Information Systems Research, 2(3), 173-191. doi: 10.1287/isre.2.3.173
45. May, O.S. (2005), 'User Acceptance of Internet Banking in Penang: A Model Comparison Approach', MBA Thesis, School of Management, University Sains Malaysia, Penang.
46. Molina-Castillo, F.J., Lopez-Nicolas, C., and Soto-Acosta, P. (2012), 'Interaction Effects of Media And Message on Perceived Complexity, Risk and Trust of Innovative Products', European Management Journal, 30(6), 30-54. doi: 10.1016/j.emj.2012.07.005
47. Nunnally, J.C., and Bernstein, I.H. (1994), Psychometric Theory, New York: McGraw Hill.
48. Pai, F.-Y., and Huang, K.-I. (2011), 'Applying the Technology Acceptance Model to the Introduction of Healthcare Information Systems', Technological Forecasting and Social Change, 78(4), 650-660. doi: 10.1016/j.techfore.2010.11.007
49. Ramayah, T. (2004), 'Course Website Usage Among Distance Learning Business Students: The Role of Prior Experience', International Journal of Learning, 11, 1507-1518.
50. Ramayah, T., and Ignatius, J. (2005), 'Impact of Perceived Usefulness, Perceived Ease of Use and Perceived Enjoyment on Intention to Shop Online', ICFAI Journal of Management (IJSM), 3(3), 36-51.
51. Ramayah, T., and Jantan, M. (2003), Intention to Purchase through the World Wide Web (www), The Third International Conference on Electronic Commerce Engineering (ICeCE2003), Hangzhou, China.
52. Ramayah, T., Jantan, M., and Ma'aruf, J.J. (2002), Technology Acceptance Model: Is It Applicable to Users and Non Users Of Internet Banking, The Proceedings of The International Seminar, Indonesia-Malaysia, The Role of Harmonization of Economics and Business Discipline in Global Competitiveness, Banda Aceh, Indonesia.
53. Ramayah, T., Dahlan, N., Teck, T.K., and Aafaqi, B. (2003a), 'Perceived Web Security and Web-based Online Transaction Intent', Multimedia Cyberscape Journal (MMCJ), 1, 131-141.
54. Ramayah, T., Jantan, M., Noor, N., Razak, R.C., and Ling, K.P. (2003b), 'Receptiveness of Internet Banking by Malaysian Consumers', Asian Academy of Management Journal, 8(2), 1-29.
55. Ramayah, T., Zainuddin, Y., and Youn, F.C. (2003c), 'The Effect of Self-efficacy on Internet Usage in the Organization', Jurnal ANALISIS, 10(2), 187-220.
56. Ramayah, T., Noor, M.N.M., Nasurdin, A.M., and Sin, Q.B. (2004), 'The Relationships Between Belief, Attitude, Subjective Norm, Intention, and Behavior Towards Infant Food Formula Selection: The Views of the Malaysian Mothers', Gadjah Mada International Journal of Business, 6(3), 405-418.
57. Ramayah, T., Ignatius, J., and Aafaqi, B. (2005a), 'PC Usage Among Students in a Private Institution of Higher Learning: The Moderating Role of Prior Experience', Malaysian Journal of Educators and Education, 20, 131-152.
58. Ramayah, T., Ling, C.Y., Norazah, M.S., and Ibrahim, M. (2005b) 'Determinants of Intention to Use an Online Bill Payment System among MBA Students', E-Business, 9, 80-91.
59. Ramayah, T., Rouibah, K., Gopi, M., and Rangel, G.J. (2009), 'A Decomposed Theory of Reasoned Action to Explain Intention to Use Internet Stock Trading Among Malaysian Investors', Computers in Human Behavior, 25(2), 1222-1230. doi: 10.1016/j.chb.2009.06.007
60. Rhodes, R.E., and Courneya, K.S. (2003), 'Investigating Multiple Components of Attitude, Subjective Norm, and Perceived Control: An Examination of the Theory of Planned Behaviour in the Exercise Domain', The British Journal of Social Psychology, 42, 129-146. doi: 10.1348/014466603763276162
61. Rivis, A., and Sheeran, P. (2003a), 'Descriptive Norm as an Additional Predictor in the Theory of Planned Behaviour: A Meta-analysis', Current Psychology: Developmental, Learning, Personality, Social, 22(3), 218-233. doi: 10.1007/s12144-003-1018-2
62. Rivis, A., and Sheeran, P. (2003b), 'Social Influence and The Theory of Planned Behaviour: Evidence for a Direct Relationship Between Prototypes and Young People's Exercise Behaviour', Psychology and Health, 18(5), 567-583. doi: 10.1080/0887044032000069883
63. Rogers, E.M. (1983), Diffusion of Innovations (3rd ed.), New York: The Free Press.
64. Rouibah, K., Ramayah, T., and Oh, S.M. (2009), 'User Acceptance of Internet Banking in Malaysia: Test of Three Acceptance Models', The International Journal of E-Adoption, 1(1), 1-19. doi: 10.4018/jea.2009010101
65. Sani, R. (2005), 'Slow Uptake of Online Share Trading', Computimes New Straits Times, June 20.
66. Shih, Y.Y., and Fang, K. (2004), 'The Use of Decomposed Theory of Planned Behavior to Study Internet Banking in Taiwan', Internet Research, 14(3), 213-223. doi: 10.1108/10662240410542643
67. Shimp, T., and Kavas, A. (1984), 'The Theory of Reasoned Action Applied to Coupon Usage', Journal of Consumer Research, 11, 795-809. doi: 10.1086/209015
68. Shuib, U.K. (2003), 'Factors Influencing the Intention to Use Government to Community (G2C) Websites', MBA Thesis, School of Management, University Sains Malaysia, Penang.
69. Soto-Acosta, P., Martinez-Conesa, I., and Colomo-Palacios, R. (2010), 'An Empirical Analysis of the Relationship Between IT Training Sources and IT Value', Information Systems Management, 27(3), 274-283. doi: 10.1080/10580530.2010.493847
70. Soto-Acosta, P., Ramayah, T., and Popa, S. (2013), 'Explaining Intention to Use an Enterprise Resource Planning System: A Replication and Extension', Tehnički Vjesnik, 20(3), 397-405.
71. Taylor, S., and Todd, P. (1995), 'Understanding the Information Technology Usage: A Test of Competing Models', Information Systems Research, 6(2), 144-176. doi: 10.1287/isre.6.2.144
72. Teo, T.S.H., and Pok, S.H. (2003), 'Adoption of WAP-enabled Mobile Phones Among Internet Users', The International Journal of Management Science, 31, 483-498.
73. Triandis, H.C. (1977), Interpersonal Behavior, Monterey, CA: Brooks/Cole.
74. Turan, A.Y. (2012), 'Internet Shopping Behavior of Turkish Customers: Comparison of Two Competing Models', Journal of Theoretical and Applied Electronic Commerce Research, 7(1), 77-93. doi: 10.4067/S0718-18762012000100007
75. Venkatesh, V., and Davis, F.D. (2000), 'A Theoretical Expansion of the Technology Acceptance Model: Four Longitudinal Field Studies', Management Science, 46(2), 186-204. doi: 10.1287/mnsc.46.2.186.11926
76. Yulihasri. (2004), 'Retailing on Internet the Buying Intention', MBA Thesis, School of Management, University Sains Malaysia, Penang.