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Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage

Author

Listed:
  • Markus Blut

    (Aston University)

  • Cheng Wang

    (Xi’an Jiaotong-Liverpool University)

Abstract

The technology readiness (TR) index aims to better understand people’s propensity to embrace and use cutting-edge technologies. The initial TR construct considers four dimensions—innovativeness, optimism, insecurity, and discomfort—that collectively explain technology usage. The present meta-analysis advances understanding of TR by reexamining its dimensionality, and investigating mediating mechanisms and moderating influences in the TR–technology usage relationship. Using data from 193 independent samples extracted from 163 articles reported by 69,263 individuals, we find that TR is best conceptualized as a two-dimensional construct differentiating between motivators (innovativeness, optimism) and inhibitors (insecurity, discomfort). We observe strong indirect effects of these dimensions on technology usage through mediators proposed by the quality–value–satisfaction chain and technology acceptance model. The results suggest stronger relationships for motivators than for inhibitors, but also that these TR dimensions exert influence through different mediators. Further, the moderator results suggest that the strength of TR–technology usage relationships depends on the technology type (hedonic/utilitarian), examined firm characteristics (voluntary/mandatory use; firm support), and country context (gross domestic product; human development). Finally, customer age, education, and experience are related to TR. These findings enhance managers’ understanding of how TR influences technology usage.

Suggested Citation

  • Markus Blut & Cheng Wang, 2020. "Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage," Journal of the Academy of Marketing Science, Springer, vol. 48(4), pages 649-669, July.
  • Handle: RePEc:spr:joamsc:v:48:y:2020:i:4:d:10.1007_s11747-019-00680-8
    DOI: 10.1007/s11747-019-00680-8
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    References listed on IDEAS

    as
    1. Mick, David Glen & Fournier, Susan, 1998. "Paradoxes of Technology: Consumer Cognizance, Emotions, and Coping Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(2), pages 123-143, September.
    2. François A. Carrillat & Renaud Legoux & Allègre L. Hadida, 2018. "Debates and assumptions about motion picture performance: a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 46(2), pages 273-299, March.
    3. Jon Hartwick & Henri Barki, 1994. "Explaining the Role of User Participation in Information System Use," Management Science, INFORMS, vol. 40(4), pages 440-465, April.
    4. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    5. Ritu Agarwal & Jayesh Prasad, 1998. "A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology," Information Systems Research, INFORMS, vol. 9(2), pages 204-215, June.
    6. Meuter, Matthew L. & Ostrom, Amy L. & Bitner, Mary Jo & Roundtree, Robert, 2003. "The influence of technology anxiety on consumer use and experiences with self-service technologies," Journal of Business Research, Elsevier, vol. 56(11), pages 899-906, November.
    7. Babin, Barry J & Darden, William R & Griffin, Mitch, 1994. "Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(4), pages 644-656, March.
    8. S. Arunachalam & S. Cem Bahadir & Sundar G. Bharadwaj & Rodrigo Guesalaga, 2020. "New product introductions for low-income consumers in emerging markets," Journal of the Academy of Marketing Science, Springer, vol. 48(5), pages 914-940, September.
    9. Barbara H. Wixom & Peter A. Todd, 2005. "A Theoretical Integration of User Satisfaction and Technology Acceptance," Information Systems Research, INFORMS, vol. 16(1), pages 85-102, March.
    10. Midgley, David F & Dowling, Grahame R, 1978. "Innovativeness: The Concept and Its Measurement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(4), pages 229-242, March.
    11. Rahman, Syed Abidur & Taghizadeh, Seyedeh Khadijeh & Ramayah, T. & Alam, Mirza Mohammad Didarul, 2017. "Technology acceptance among micro-entrepreneurs in marginalized social strata: The case of social innovation in Bangladesh," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 236-245.
    12. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    13. Alba, Joseph W & Hutchinson, J Wesley, 1987. "Dimensions of Consumer Expertise," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(4), pages 411-454, March.
    14. Heather Berry & Mauro F Guillén & Nan Zhou, 2010. "An institutional approach to cross-national distance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(9), pages 1460-1480, December.
    15. Kaili Yieh & Jiun-shan Chen & Maggie Wei, 2012. "The Effects of Technology Readiness on Customer Perceived Value: An Empirical Analysis," Journal of Family and Economic Issues, Springer, vol. 33(2), pages 177-183, June.
    16. Robert W. Palmatier & Mark B. Houston & John Hulland, 2018. "Review articles: purpose, process, and structure," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 1-5, January.
    17. Varsha Verma & Dheeraj Sharma & Jagdish Sheth, 2016. "Does relationship marketing matter in online retailing? A meta-analytic approach," Journal of the Academy of Marketing Science, Springer, vol. 44(2), pages 206-217, March.
    18. Son, Minhee & Han, Kyesook, 2011. "Beyond the technology adoption: Technology readiness effects on post-adoption behavior," Journal of Business Research, Elsevier, vol. 64(11), pages 1178-1182.
    19. Kumar, V. & Sunder, Sarang & Sharma, Amalesh, 2015. "Leveraging Distribution to Maximize Firm Performance in Emerging Markets," Journal of Retailing, Elsevier, vol. 91(4), pages 627-643.
    20. Mary C. Gilly & Mary Wolfinbarger Celsi & Hope Jensen Schau, 2012. "It Don't Come Easy: Overcoming Obstacles to Technology Use Within a Resistant Consumer Group," Journal of Consumer Affairs, Wiley Blackwell, vol. 46(1), pages 62-89, March.
    21. Maier, Erik, 2016. "Supply and demand on crowdlending platforms: connecting small and medium-sized enterprise borrowers and consumer investors," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 143-153.
    22. Hirschman, Elizabeth C, 1980. "Innovativeness, Novelty Seeking, and Consumer Creativity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(3), pages 283-295, December.
    23. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    24. repec:ebl:ecbull:v:15:y:2005:i:4:p:1-5 is not listed on IDEAS
    25. Sheth, Jagdish N. & Newman, Bruce I. & Gross, Barbara L., 1991. "Why we buy what we buy: A theory of consumption values," Journal of Business Research, Elsevier, vol. 22(2), pages 159-170, March.
    26. Peterson, Robert A, 2001. "On the Use of College Students in Social Science Research: Insights from a Second-Order Meta-analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(3), pages 450-461, December.
    27. Francisco Arcelus & Gopalan Srinivasan & Basu Sharma, 2005. "Assessing the information content of the technology achievement index in the presence of the human development index," Economics Bulletin, AccessEcon, vol. 15(4), pages 1-5.
    28. Vincent Dutot, 2014. "Adoption of Social Media Using Technology Acceptance Model: The Generational Effect," International Journal of Technology and Human Interaction (IJTHI), IGI Global, vol. 10(4), pages 18-35, October.
    29. Lam, Shun Yin & Chiang, Jeongwen & Parasuraman, A., 2008. "The effects of the dimensions of technology readiness on technology acceptance: An empirical analysis," Journal of Interactive Marketing, Elsevier, vol. 22(4), pages 19-39.
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