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Developing and validating a model explaining the assimilation process of RFID: An empirical study

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  • Mohammad Alamgir Hossain

    (North South University)

  • Mohammed Quaddus

    (Curtin University)

  • Nazrul Islam

    (EMS Research)

Abstract

In this research we studied the assimilation process of a technological innovation (i.e. technovation) called Radio Frequency Identification (RFID). Like many other technovations, RFID is considered as a revolutionary one, but its assimilation is an evolutionary process. Here, we extended the conventional assimilation theories and initiated an intellectual argument by introducing extension as an important stage of assimilation, which is contextual and highly relevant for RFID assimilation process. Data for the empirical tests were collected via survey from 221 livestock farms in Australia that are using RFID for livestock identification and tracing. We examined ten Technology-Organization-Environmental (TOE) factors on four stages of RFID assimilation process. Empirical results, based on Partial Least Square (PLS)-based Structural Equation Modelling (SEM), suggest that assimilation of RFID technovation does involve four stages: initiation, adoption, routinization, and extension. We also found that one single factor may have different effect on different stages of assimilation, which may even be different directioned. For instance, external environmental uncertainty has a positive impact on RFID adoption while it has a negative impact on RFID extension. The paper discusses the results and practical implications in detail.

Suggested Citation

  • Mohammad Alamgir Hossain & Mohammed Quaddus & Nazrul Islam, 2016. "Developing and validating a model explaining the assimilation process of RFID: An empirical study," Information Systems Frontiers, Springer, vol. 18(4), pages 645-663, August.
  • Handle: RePEc:spr:infosf:v:18:y:2016:i:4:d:10.1007_s10796-014-9537-y
    DOI: 10.1007/s10796-014-9537-y
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    References listed on IDEAS

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    1. Birkhaeuser, Dean & Evenson, Robert E & Feder, Gershon, 1991. "The Economic Impact of Agricultural Extension: A Review," Economic Development and Cultural Change, University of Chicago Press, vol. 39(3), pages 607-650, April.
    2. Robert G. Fichman & Chris F. Kemerer, 1999. "The Illusory Diffusion of Innovation: An Examination of Assimilation Gaps," Information Systems Research, INFORMS, vol. 10(3), pages 255-275, September.
    3. Kevin Zhu & Kenneth L. Kraemer, 2005. "Post-Adoption Variations in Usage and Value of E-Business by Organizations: Cross-Country Evidence from the Retail Industry," Information Systems Research, INFORMS, vol. 16(1), pages 61-84, March.
    4. Premkumar, G. & Roberts, Margaret, 1999. "Adoption of new information technologies in rural small businesses," Omega, Elsevier, vol. 27(4), pages 467-484, August.
    5. Kevin Zhu & Kenneth L. Kraemer & Sean Xu, 2006. "The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business," Management Science, INFORMS, vol. 52(10), pages 1557-1576, October.
    6. E.W.T. Ngai & Angappa Gunasekaran, 2009. "RFID Adoption: Issues and Challenges," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 5(1), pages 1-8, January.
    7. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
    8. Patterson, Kirk A. & Grimm, Curtis M. & Corsi, Thomas M., 2003. "Adopting new technologies for supply chain management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(2), pages 95-121, March.
    9. Randolph B. Cooper & Robert W. Zmud, 1990. "Information Technology Implementation Research: A Technological Diffusion Approach," Management Science, INFORMS, vol. 36(2), pages 123-139, February.
    10. Ada Scupola, 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, Taylor & Francis Journals, vol. 6(1), pages 52-71, January.
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