Abstract
Understanding the adoption factors of a technological innovation is crucial. However, it is a wild assumption that these factors are of similar importance for mandatory and voluntary adoption. Hence, understanding the distinction is critical because, more than often an innovation is adopted with different organizational objectives—though operate in a same industry for a same application. The purpose of this study is to compare the organizational adoption factors of a technological innovation in mandatory and voluntary setting, taking Radio Frequency Identification (RFID) technology as the case innovation. The results indicate that perceptions of the adopters differ significantly on technological, organizational, and environmental characteristics and expectation when the contexts are different. Multi-group analysis confirms that, among the technological factors, compatibility is the major concern in a mandatory setting whereas cost and expected-benefits are the main for voluntary adoption; organization’s attitude is more important than organizational resources—in both contexts; and, external pressure is important both in mandatory as well as voluntary environment.
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References
Adamson, I., & Shine, J. (2003). Extending the new Technology Acceptance Model to measure the end user information systems satisfaction in a mandatory environment: A bank’s treasury. Technology Analysis and Strategic Management, 15(4), 441–455.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Ajzen, I., & Fishbein, M. (1975). Belief, attitude, intention and behavior: An introduction to theory and research. Reading: Addision-Wesley.
Bandura, A. (2001). Social Cognitive Theory of Mass Communication. Media Psychology, 3(3), 265–299.
Barclay, D., Higgins, C., & Thomson, R. (1995). The partial least squares (PLS) approach to causal modeling: Personal computer adoption and use as an illustration. Technology Studies, 2(2), 285–309.
Bennett, D., & Eustis, B. (1999). External Relationship Management: Health Care Implications and Future Digital Desirability. Information Systems Frontiers, 1(2), 155–162.
Brown, I., & Russell, J. (2007). Radio frequency identification technology: An exploratory study on adoption in the South African retail sector. International Journal of Information Management, 27(4), 250–265.
Brown, S. A., Massey, A. P., Montoya-Weiss, M. M., & Burkman, J. R. (2002). Do I really have to? User acceptance of mandated technology. European Journal of Information Systems, 4, 283–295.
Chau, P. Y. K., & Tam, K. Y. (1997). Factors Affecting the Adoption of Open Systems: An Exploratory Study. MIS Quarterly, 21(1), 1–24.
Chin, W. W. (2000). “Frequently Asked Questions - Partial Least Squares & PLS-Graph”.
Chin, W. W. (2001). “PLS-Graph User’s Guide”, Soft Modeling Inc.
Chin, W. W. (2010). How to write up and report PLS analyses. In V. E. Vinzi, W. W. Chin, J.Henseler, H. Wang (Eds.), Handbook of Partial Least Squares (pp. 655–690). Germany: Springer.
Chin, W. W., & Gopal, A. (1995). Adoption Intention in GSS: Relative Importance of Beliefs. Data Base, 26(2), 42–63.
Coffey, P., Tate, M., & Toland, J. (2013). Small business in a small country: Attitudes to “Green” IT. Information Systems Frontiers, 15(5), 761–778.
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319–340.
Davis, F. D., Bagozzi, R., & Warshaw, P. R. (1989). User Acceptance of Computer Technology: A Comparison of Two Theoritical Models. Management Science, 35(8), 982–1003.
Diamantopoulos, A., & Siguaw, J. A. (2006). Formative Versus Reflective Indicators in Organizational Measure Development: A Comparison and Empirical Illustration. British Journal of Management, 17(4), 263–282.
Ghadim, A. K., Pannell, D. J., & Burton, M. P. (2005). Risk, uncertainty, and learning in adoption of a crop innovation. Agricultural Economics, 33, 1–9.
Gibbs, J. L., & Kraemer, K. L. (2004). A Cross-Country Investigation of the Determinants of Scope of E-commerce Use: An Institutional Approach. Electronic Markets, 14(2), 124–137.
Green, B. (2009). “Implementation of the National Livestock Identification System (Cattle) Business Plan in Western Australia (2005-2008)”, Department of Agriculture and Food, Western Australia.
Hooper, S. (2010)."Australian Beef: Financial performance of beef cattle producing farms, 2007–08 to 2009–10," ABARE (ed.), Canberra.
Hoske, M. T. (2004). RFID: Adoption increases despite costs. Control Engineering, 51(7), 46–47.
Hossain, M. A., & Quaddus, M. (2011). The adoption and continued usage intention of RFID: An integrated framework. Information Technology & People, 24(3), 236–256.
Hossain, M. A., & Quaddus, M. (2013). "Does mandatory pressure increases RFID adoption?: A case study of Western Australian livestock industry,". In Y. Dwivedi, H. Z. Henriksen, D. Wastell, & R. De (Eds.), Grand Successes and Failures in IT: Private and Public Sectors (pp. 184–202). Boston: Springer.
Hulland, J. (1999). Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic Management Journal, 20, 195–204.
Huyskens, C., & Loebbecke, C. (2007). "Theoretical Concepts and Their Practical Application in Fashion," in: Organizational Dynamics of Technology-Based Innovation: Diversifying the Research Agenda (pp. 345–361). Boston: Springer.
Iacovou, C., Benbasat, I., & Dexter, A. (1995). Electronic Data Interchange and Small Organizations: Adoption and Impact of Technology. MIS Quarterly, 19(4), 465–485.
Igbaria, M., Guimaraes, T., & Davis, G. B. (1995). Testing the Determinants of Microcomputer Usage via a Structural Equation Model. Journal of Management Information Systems, 11(4), 87–114.
Jarvis, C. B., MacKenzie, S. B., & Podsakoff, P. M. (2003). A critical review of construct indicators and measurement model misspecification in marketing and consumer research. Journal of Consumer Research, 30(2), 199–218.
Jeyaraj, A., Rottman, J., & Lacity, W. (2006). A Review of the Predictors, Linkages, and Biases in IT Innovation Adoption Research. Journal of Information Technology, 21(1), 1–23.
Jiang, J. J., Klein, G., & Carr, C. L. (2002). Measuring Information System Service Quality: SERVQUAL from the Other Side. MIS Quarterly, 26(2), 145–166.
Kinsella, B. (2003). The Wal-mart factor. Industrial Engineer, 35(11), 32–36.
Koh, C. E., Prybutok, V. R., Ryan, S. D., & Wu, Y. A. (2010). A Model for Mandatory Use of Software Technologies: An Integrative Approach by Applying Multiple Levels of Abstraction of Informing Science. Informing Science: The International Journal of an Emerging Transdiscipline, 13, 177–203.
Kwon, T. H., & Zmud, R. W. (1987). Unifying the fragmented models of information systems implementation. In R. J. Boland & R. A. Hirschheim (Eds.), Critical Issues in Information Systems Research. New York: John Wiley.
Lee, C., & Shim, J. (2007). An exploratory study of radio frequency identification (RFID) adoption in the healthcare industry. European Journal of Information Systems, 16, 712–724.
Leimeister, J. M., Knebel, U., & Krcmar, H. (2007). RFID as enabler for the boundless real-time organisation: Empirical insights from Germany. International Journal of Networking and Virtual Organisations, 4(1), 45–64.
Lin, C.-Y., & Ho, Y.-H. (2009). RFID technology adoption and supply chain performance: An empirical study in China’s logistics industry. Supply Chain Management: An International Journal, 14(5), 369–378.
Linda, C., & Samuel, F. W. (2007). An inside look at RFID technology. Journal of Technology Management & Innovation, 2, 128–141.
Mather, D., Caputi, P., & Jayasuriya, T. (2002). " Is the Technology Acceptance Model a Valid Model of User Satisfaction of Information Technology in Environments where Usage is Mandatory?," (pp. 1241–1250). Vicpria: Proceedings of Australasia Conference on Information Systems.
Mehrtens, J., Cragg, P. B., & Mills, A. M. (2001). A model of Internet adoption by SMEs. Information & Management, 39(3), 165–176.
Meng, S., Chiu, D. K., Kafeza, E., Wenyin, L., & Li, Q. (2010). Automated management of assets based on RFID triggered alarm messages. Information Systems Frontiers, 12(5), 563–578.
Mills, A. M. (2005). "Managing the IS Function: An Examination of the Determinants of IS-customer Expectations," University of Canterbury.
Moon, K. L., & Ngai, E. (2008). The Adoption of RFID in Fashion Retailing: A Business Value-added Framework. Industrial Management + Data Systems, 108(5), 596–612.
Nah, F. F. H., Tan, X., & Teh, S. H. (2004). An empirical investigation on end-users’ acceptance of enterprise systems. Information Resources Management Journal, 17(3), 32–53.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric Theory (3rd ed.). New York: McGraw-Hill.
Oliver, R. L. (1980). A Cognitive Model for the Antecedents and Consequences of Satisfaction Decisions. Journal of Marketing Research, 17, 460–469.
Oni, O., and Papazafeiropoulou, A. (2012). "Diverse views on IT innovation diffusion among SMEs: Influencing factors of broadband adoption," Information Systems Frontiers), 1–19.
Petter, S., Straub, D., & Rai, A. (2007). Specifying formative constructs in information systems research. MIS Quarterly, 31(4), 623–656.
Poirier, C. C., and McCollum, D. (2006). RFID Strategic Implementation and ROI: A practical roadmap to success J. ROSS Publishing.
Premkumar, G., & Roberts, M. (1999). Adoption of new information technologies in rural small businesses. Omega International Journal of Management Science, 27, 467–484.
Quaddus, M., and Hofmeyer, G. (2007) "An investigation into the factors influencing the adoption of B2B trading exchanges in small businesses," European Journal of Information Systems, 16 (3), 202–215.
Rai, A., Patnayakuni, R., & Patnayakuni, N. (2006). Firm performance impacts of digitally enabled supply chain integration capabilities. Management Information Systems Quarterly, 30(2), 225–246.
Rawstorne, P., Jayasuriya, R., and Caputi, P. (2000)."Issues in predicting and explaining usage behaviors with the technology acceptance model and the theory of planned behavior when usage is mandatory," Proceedings of the twenty first international Conference on Information Systems, 35-44.
Robertson, T. S., & Gatignon, H. (1986). Competitive Effects on Technology Diffusion. The Journal of Marketing, 50(3), 1–12.
Rogers, E. M. (1995). Diffusion of Innovation. New York: Free Press.
Roh, J. J., Kunnathur, A., & Tarafdar, M. (2009). Classification of RFID adoption: An expected benefits approach. Information & Management, 46(6), 357–363.
Santosa, P. I., Wei, K. K., & Chan, H. C. (2005). User involvement and user satisfaction with information-seeking activity. European Journal of Information Systems, 14, 361–370.
Schmitt, P., & Michahelles, F. (2009). "Status of RFID/EPC Adoption," in: Auto-ID Labs White Paper, Auto-ID Labs, pp. 1-41.
Scupola, A. (2003). The adoption of Internet commerce by SMEs in the south of Italy: An environmental, technological, and organizational perspective. Journal of Global Information Technology Management, 6(1), 52–71.
Sheng, Q. Z., Zeadally, S., Luo, Z., Chung, J.-Y., & Maamar, Z. (2010). Ubiquitous RFID: Where are we? Information Systems Frontiers, 12(5), 485–490.
Shih, D.-H., Chiu, Y.-W., Chang, S.-I., & Yen, D. C. (2008). An Empirical Study of Factors Affecting RFID's Adoption in Taiwan. Journal of Global Information Management, 16(2), 58–80.
Swanson, E. B. (1994). Information Systems Innovation among Organizations. Management Science, 40(9), 1069–1092.
Swedberg, C. (2007)."Wisconsis ups RFID-adoption incentives for cattle growers," in: RFID Journal.
Tellkamp, C., Wiechert, T., Thiesse, F., & Fleisch, E. (2006). "The Adoption of RFID-based Self-Check-Out-Systems at the Point-of-Sale," in: Project E-Society: Building Bricks (pp. 153–165). Boston: Springer.
Teo, H. H., Wei, K. K., & Benbasat, I. (2003). Predicting Intention to Adopt Interorganizational Linkages: An Institutional Perspective. MIS Quarterly, 27(1), 19–49.
Thong, J. Y. L., & Yap, C. S. (1995). CEO characteristics, organizational characteristics and information technology adoption in small businesses. Omega, 23(4), 429–442.
Tornatzky, L. G., & Fleischer, M. (1990). The Process of Technological Innovation. Lexington Mass: Lexington Books.
Tsai, M.-C., Lee, W., & Wu, H.-C. (2010). Determinants of RFID adoption intention: Evidence from Taiwanese retail chains. Information and Management, 47, 255–261.
Venkatesh, V., & Davis, F. D. (1996). A Model of the Antecedents of Perceived Ease of Use: Development and Test. Decision Sciences, 27(3), 451–481.
Venkatesh, V., & Davis, F. D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science, 46(2), 186–204.
Venkatesh, V., Morris, M. G., Gordon, B. D., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425–478.
Wang, Y.-M., Wang, Y.-S., & Yang, Y.-F. (2010). Understanding the determinants of RFID adoption in the manufacturing industry. Technological Forecasting and Social Change, 77(5), 803–815.
Wen, L., Zailani, S., & Fernando, Y. (2009). Determinants of RFID adoption in supply chain among manufacturing companies in China: A discriminant analysis. Journal of Technology Management & Innovation, 4(1), 22–32.
Whitaker, J., Mithas, S., & Krishnan, M. (2007). A field study of RFID deployment and return expectations. Production and Operations Management, 16(5), 599–612.
Wu, N., Nystrom, M., Lin, T., & Yu, H. (2006). Challenges to global RFID adoption. Technovation, 26(12), 1317–1323.
Zhang, N., Guo, X., & Chen, G. (2011). Why adoption and use behavior of IT/IS cannot last?—two studies in China. Information Systems Frontiers, 13(3), 381–395.
Zhu, K., Kraemer, K., & Xu, S. (2003). Electronic Business Adoption by European Firms: A Cross-Country Assessment of the Facilitators and Inhibitors. European Journal of Information Systems, 12(4), 251–268.
Zhu, K., Dong, S., Xu, S. X., & Kraemer, K. L. (2006). Innovation diffusion in global contexts: Determinants of post-adoption digital transformation of European companies. European Journal of Information Systems, 15, 601–616.
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Hossain, M.A., Quaddus, M. Radio frequency identification (RFID) adoption: A cross-sectional comparison of voluntary and mandatory contexts. Inf Syst Front 17, 1057–1076 (2015). https://doi.org/10.1007/s10796-013-9482-1
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DOI: https://doi.org/10.1007/s10796-013-9482-1