An empirical examination of consumer adoption of Internet of Things services: Network externalities and concern for information privacy perspectives

Computers in Human Behavior

Volumn 62, Issue , 2016, Pages 516-527

  Hsu, Chin Lung ^a   Lin, Judy Chuan Chuan ^b  

^a NATIONAL TAIPEI UNIVERSITY OF BUSINESS   (Taiwan)

^b SOOCHOW UNIVERSITY   (Taiwan)

Author keywords

Concern for information privacy; Internet of Things; IT usage; Network externality

Indexed keywords

DIGITAL STORAGE; INFORMATION DISSEMINATION; INTERNET;

CONCEPTUAL FRAMEWORKS; CONSUMER ADOPTIONS; EMPIRICAL EXAMINATION; INFORMATION PRIVACY; INTERNET OF THING (IOT); IT USAGE; NETWORK EXTERNALITY; PRIMARY OBJECTIVE;

INTERNET OF THINGS;

ADOPTION; CONCEPTUAL FRAMEWORK; CONSUMER; HUMAN; INTERNET; MODEL; MOTIVATION; PERCEPTION; PRIVACY; SCIENTIST; THEORETICAL MODEL;

EID: 84964325332     PISSN: 07475632     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chb.2016.04.023     Document Type: Article

References (74)

1. A. Aloudat, M. Katina, X. Chen, and M.M. Al-Debei Social acceptance of location-based mobile government services for emergency management Telematics and Informatics 31 2014 153 171
2. C.M. Angst, and R. Agarwal Adoption of electronic health records in the presence of privacy concerns: the elaboration likelihood model and individual persuasion MIS Quarterly 33 2 2009 339 370
3. L. Atzori, A. Iera, and G. Morabito The internet of things: a survey Computer Networks 54 15 2010 2787 2805
4. S. Bandyopadhyay, P. Balamuralidhar, and A. Pal Interoperation among IoT standards Journal of ICT Standardization 1 2013 253 270
5. S. Bandyopadhyay, and J. Sen Internet of Things: applications and challenges in technology and standardization Journal of Wireless Personal Communications 58 1 2011 49 69
6. P.M. Bentler, and D.C. Bonnet Significance tests and goodness of fit in the analysis of covariance structures Psychological Bulletin 88 3 1980 588 606
7. K.A. Bollen Structural equations with latent variables 1989 John Willey New York
8. R.W. Brislin Translation and content analysis of oral and written material H.C. Triandis, J.W. Berry (Eds.), Handbook of cross-cultural psychology 2 1980 Allyn & Bacon Boston, MA 389 444
9. J.A. Cazier, A.S. Jensen, and D.S. Dave The Impact of consumer perceptions of information privacy and security risks on the adoption of residual RFID technologies Communications of the Association for Information Systems 23 1 2008 236 256
10. C.M. Chiu, H.L. Cheng, H.Y. Huang, and C.F. Chen Exploring individuals' subjective well-being and loyalty towards social network sites from the perspective of network externalities: the Facebook case International Journal of Information Management 33 3 2013 539 552
11. M. Chui, L. Markus, and R. Roger The Internet of things McKinsey Quarterly, 2 2010 1 9
12. R.B. Cooper, and R.W. Zmud Information technology implementation research: a technological diffusion approach Management Science 36 2 1990 123 139
13. J. Damsgaard, and D. Truex Binary trading relations and the limits of EDI standards: the Procrustean bed of standards European Journal of Information Systems 9 3 2000 173 188
14. F.D. Davis Perceived usefulness, perceived ease of use, and user acceptance of information technology MIS Quarterly 13 1989 319 340
15. T. Dinev, and P. Hart Internet privacy and social awareness as determinants of Intention to transact International Journal of Electronic Commerce 10 2 2006 7 29
16. M. Fishbein, and I. Ajzen Belief, attitude, intention and Behavior: An introduction to theory and research 1975 Addison-Wesley Reading, MA
17. C.R.A. Fornell Second generation of multivariate analysis Methods: Vols. I and II 1982 Praeger Special Studies New York
18. C.R. Fornell, and D.F. Larcker Structural equation models with unobservable variables and measurement error Journal of Marketing Research 18 1 1981 39 50
19. N. Gandal Hedonic price indexes for spreadsheets and an empirical test for network externalities The RAND Journal of Economics 25 1 1994 160 170
20. Gartner (2013), http://cloudtimes.org/2013/12/20/gartner-the-internet-of-things-will-grow-30-times-to-26-billion-by-2020/.
21. J. Gubbi, R. Buyya, S. Marusic, and M. Palaniswami Internet of Things (IoT): a vision, architectural elements, and future directions Future Generation Computer Systems 29 7 2013 1645 1660
22. S. Gupta, and C.F. Mela What is a free customer worth? Harvard Business Review 86 2008 102 109
23. J.F. Hair, R.E. Anderson, R.L. Tatham, and W.C. Black Multivariate data analysis with readings 1992 MacMillan New York
24. J.F. Hair, R.E. Anderson, R.L. Tatham, and W.C. Black Multivariate data analysis 5th ed. 1998 Prentice-Hall International, Inc
25. J.F. Hair, W.C. Black, B.J. Babin, R.E. Anderson, and R.L. Tatham Multivariate data analysis 2006 Pearson University Press New Jersey
26. B.C. Hardgrave, F.D. Davis, and C.K. Riemenschneider Investigating determinants of software developers' intentions to follow methodologies Journal of Management Information Systems 20 1 2003 123 151
27. Harris Interactive, Inc, and A. Westin Commerce communication and Privacy online 2003 Hackensack: Privacy and American Business
28. C.L. Hsu, and H.P. Lu Why do people play on-line games? an extended TAM with social influences and flow experience Information & Management 41 7 2004 853 868
29. IDC (2014), http://www.zdnet.com/article/internet-of-things-market-to-hit-7-1-trillion-by-2020-idc/.
30. A. Iimi Estimating demand for cellular phone services in Japan Telecommunications Policy 29 2005 3 23
31. M.L. Katz, and C. Shapiro Network externalities, competition, and compatibility American Economic Review 75 1985 424 440
32. G.S. Kim, S.B. Park, and J. Oh An examination of factors influencing consumer adoption of short message service (SMS) Psychology & Marketing 25 2008 769 786
33. D.G. Kleinbaum, L.L. Kupper, and K.E. Muller Applied regression analysis and other multivariate methods 1988 PWS Boston
34. R.B. Kline Principles and practice of structural equation modeling 2nd ed. 2005 The Guilford Press New York
35. G. Kortuem, F. Kawsar, D. Fitton, and V. Sundramoorthy Smart objects as building blocks for the Internet of Things IEEE Internet Computing 2010 30 37
36. M.L. Korzaan, and K.T. Boswell The Influence of personality traits and information privacy concerns on behavioral intentions The Journal of Computer Information Systems 48 4 2008 15 24
37. M. Kranz, P. Holleis, and A. Schmidt Embedded interaction: interacting with the internet of things IEEE Internet Computing 14 2 2010 46 53
38. C.P. Lin, and A. Bhattacherjee Elucidating individual intention to use interactive information technologies: the role of network externalities International Journal of Electronic Commerce 13 2008 85 108
39. C.P. Lin, and A. Bhattacherjee Understanding online social support and its antecedents: a socio-cognitive model The Social Science Journal 46 2009 724 737
40. K.Y. Lin, and H.P. Lu Why people use social networking sites: an empirical study integrating network externalities and motivation theory Computers in Human Behavior 27 3 2011 1152 1161
41. C.P. Lin, Y.H. Tsai, Y.J. Wang, and C.K. Chiu Modeling IT relationship quality and its determinants: a potential perspective of network externalities in e-service Technological Forecasting & Social Change 78 1 2011 171 184
42. H. Lou, W. Luo, and D. Strong Perceived critical mass effect on groupware acceptance: a revised technology acceptance model European Journal of Information Systems 9 2 June 2000 91 103
43. N.K. Malhotra, S.S. Kim, and J. Agarwal Internet users' information privacy concerns (IUIPC): the construct, the scale, and a causal model Information Systems Research 15 4 2004 336 355
44. G. Milne, and M. Culnan Strategies for reducing online privacy risks: why consumers read (or Don't Read) online privacy notices Journal of Interactive marketing 18 3 2004 15 29
45. D. Miorandi, S. Sicari, F.D. Pellegrini, and I. Chlamtac Internet of Things: vision, applications and research challenges Ad Hoc Networks 10 2012 1497 1516
46. U.H. Olsson, T. Foss, S.V. Troye, and R. Howell The Performance of ML, GLS, and WLS Estimation in structural equation modeling under conditions of misspecification and nonnormality Structural Equation Modeling 7 4 2000 557 595
47. J.H. Pae, and J.S. Hyun The impact of technology advancement strategies on consumers' patronage decisions Journal of Product Innovation Management 19 2002 375 383
48. P.M. Podsakoff, S.B. MacKenzie, J.Y. Lee, and N.P. Podsakoff Common method Biases in behavioral research: a critical review of the literature and recommended remedies Journal of Applied Psychology 88 5 2003 879 903
49. E.M. Rogers Diffusion of innovations 3rd ed. 1983 Free Press New York
50. A.C. Sarma, and J. Girão Identities in the future Internet of things Wireless Personal Communications 49 3 2009 353 363 May 2009
51. M.A. Schilling Technology success and failure in winner-take-all markets: the impact of learning orientation, timing, and network externalities Academy of Management Journal 45 2 2002 387 398
52. R.E. Schumacker, and R.G. Lomax A Beginner's guide to structural equation modeling 2nd ed. 2004 Lawrence Erlbaum Associates, Inc. Mahwah, NJ
53. J. Scott The measurement of information systems effectiveness: evaluating a measuring instrument Proceedings of the fifteenth international conference on information systems, Vancouver, BC 1994 111 128
54. A.H. Segars, and V. Grover Re-examining perceived ease of use and usefulness: a confirmatory factor analysis MIS Quarterly 17 4 1993 517 525
55. A. Seyal, M. Rahman, and M. Rahim Determinants of academic use of the Internet: a structural equation model Behaviour and Information Technology 21 1 2002 71 86
56. H. Sheng, F.F.-H. Nah, and K. Siau An experimental study on ubiquitous commerce adoption: impact of personalization and privacy concerns Journal of the Association for Information Systems 9 6 2008 344 376
57. C.V. Slyke, J.T. Shim, R. Johnson, and J. Jiang Concern for information privacy and online consumer purchasing Journal of the Association for Information Systems 7 6 2006 415 444
58. H.J. Smith, S.J. Milberg, and S.J. Burke Information privacy: measuring individuals' concerns about organizational practices MIS Quarterly 20 2 1996 167 196
59. K.A. Stewart, and A.H. Segars An empirical examination of the concern for information privacy instrument Information Systems Research 12 1 2002 36 49
60. M. Tan, and T.S.H. Teo Factors influencing the adoption of Internet banking Journal of the Association for Information Systems 1 5 2000 1 42
61. L.G. Tornatzky, and K.J. Klein Innovation characteristics and innovation adoption-implementation: a meta-analysis of findings IEEE Transactions on Engineering Management 29 1 1982 28 45
62. J.B. Ullman Structural equation modeling: reviewing the basics and moving forward Journal of Personality Assessment 87 2006 35 50
63. O. Vermesan, P. Friess, P. Guillemin, S. Gusmeroli, H. Sundmaeker, A. Bassi, and et al. Internet of things strategic research roadmap. In internet of things: global technological and societal trends River Publishers 1 2011 9 52
64. R.H. Weber Internet of Things - new security and privacy challenges Computer Law & Security review 26 2010 23 30
65. J. West, and J. Dedrick Innovation and control in standards architectures: the rise and fall of Japan's PC-98 Information Systems Research 11 2 2000 197 216
66. A.F. Westin Privacy and freedom Washington and Lee Law Review 25 1 1968 166
67. J.H. Wu, Y.C. Chen, and L.M. Lin Empirical evaluation of the revised end user computing acceptance model Computers in Human Behavior 23 2007 162 174
68. H.L. Yang, and S.L. Lin User continuance intention to use cloud storage service Computers in Human Behavior 52 2015 219 232
69. J. Yang, and E. Mai Experiential goods with network externalities effects: an empirical study of online rating system Journal of Business Research 63 2010 1050 1057
70. D.C. Yen, C.S. Wu, F.F. Cheng, and Y.W. Huang Determinants of users' intention to adopt wireless technology: an empirical study by integrating TTF with TAM Computers in Human Behavior 26 2010 906 915
71. K. Zhao, M. Xia, and M.J. Shaw An integrated model of consortium-based e-business standardization: collaborative development and adoption with network externalities Journal of Management Information Systems 23 4 2007 247 271
72. L. Zhou, and H.C. Chao Multimedia traffic security architecture for the Internet of Things IEEE Network 25 3 2011 35 40
73. T. Zhou, and H. Li Understanding mobile SNS continuance usage in China from the perspectives of social influence and privacy concern Computers in Human Behavior 37 2014 283 289
74. J.H. Ziegeldorf, O.G. Morchon, and K. Wehrle Privacy in the internet of things: threats and challenges Security and Communication Networks 7 12 2014 2728 2742