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Antecedent, behaviour, and consequence (a-b-c) of deploying the contact tracing app in response to COVID-19: Evidence from Europe

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  • Dzandu, Michael D.

Abstract

In response to the current coronavirus (COVID-19) pandemic, countries have or intend to deploy contact tracing apps as a way of containing and or reducing the community spread of the virus. Whilst a few studies have so far been conducted on the acceptability of the app, little is known about the antecedent, behaviour, and consequence (a-b-c) of deploying the app and its success thereof. This study, therefore, proposes and validates an integrated a-b-c and technology acceptance model of deploying the contract tracing app in four European countries. The study adopts a quantitative approach and uses publicly available cross country survey data from the Center for Open Science. An extract of 2512 data is analysed using SEM-PLS. The results confirmed the integrated a-b-c and technology acceptance model that underpins the study and revealed that the chance of achieving a positive outcome with citizens complying with recommendations of the app was only 17.1 % or R2 = 0.171 (±0.020) whilst the chance of negative consequent or deviant response of uninstallation of the app by the citizens was 54.3 % or R2 = 0.543 (±0.021). The results have huge implications for governments and public health institutions in their attempt to deploy the contract tracing app.

Suggested Citation

  • Dzandu, Michael D., 2023. "Antecedent, behaviour, and consequence (a-b-c) of deploying the contact tracing app in response to COVID-19: Evidence from Europe," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    • Handle: RePEc:eee:tefoso:v:187:y:2023:i:c:s0040162522007387
    DOI: 10.1016/j.techfore.2022.122217
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    1. Kim, Mingyung & Kim, Jeeyeon & Choi, Jeonghye & Trivedi, Minakshi, 2017. "Mobile Shopping Through Applications: Understanding Application Possession and Mobile Purchase," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 55-68.
    2. Kai Riemer & Raffaele Ciriello & Sandra Peter & Daniel Schlagwein, 2020. "Digital contact-tracing adoption in the COVID-19 pandemic: IT governance for collective action at the societal level," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(6), pages 731-745, November.
    3. Anol Bhattacherjee & Christopher J. Davis & Amy J. Connolly & Neset Hikmet & Frantz Rowe & Régis Meissonier, 2018. "User response to mandatory IT use: a coping theory perspective," European Journal of Information Systems, Taylor & Francis Journals, vol. 27(4), pages 395-414, July.
    4. Youngkeun Choi, 2019. "Technology Acceptance Model and Stimulus-Organism Response for the Use Intention of Consumers in Social Commerce," International Journal of E-Business Research (IJEBR), IGI Global, vol. 15(2), pages 93-101, April.
    5. Lingling Gao & Kerem Aksel Waechter, 2017. "Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation," Information Systems Frontiers, Springer, vol. 19(3), pages 525-548, June.
    6. Sook Jong Lee & Hi Jeong Yu, 2013. "Factors Affecting Public Servants’ Trust in Citizens: A Case Study of South Korean Central Government Officials," International Review of Public Administration, Taylor & Francis Journals, vol. 18(3), pages 85-114, December.
    7. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, December.
    8. Jiming Wu & Hongwei Du, 2012. "Toward a better understanding of behavioral intention and system usage constructs," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(6), pages 680-698, November.
    9. Hans van der Heijden & Tibert Verhagen & Marcel Creemers, 2003. "Understanding online purchase intentions: contributions from technology and trust perspectives," European Journal of Information Systems, Taylor & Francis Journals, vol. 12(1), pages 41-48, March.
    10. van Noort, Guda & van Reijmersdal, Eva A., 2019. "Branded Apps: Explaining Effects of Brands' Mobile Phone Applications on Brand Responses," Journal of Interactive Marketing, Elsevier, vol. 45(C), pages 16-26.
    11. Matthias Söllner & Axel Hoffmann & Jan Marco Leimeister, 2016. "Why different trust relationships matter for information systems users," European Journal of Information Systems, Taylor & Francis Journals, vol. 25(3), pages 274-287, May.
    12. Taye Demissie Beshi & Ranvinderjit Kaur, 2020. "Public Trust in Local Government: Explaining the Role of Good Governance Practices," Public Organization Review, Springer, vol. 20(2), pages 337-350, June.
    13. 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.
    14. Saheb, Tahereh & Sabour, Elham & Qanbary, Fatimah & Saheb, Tayebeh, 2022. "Delineating privacy aspects of COVID tracing applications embedded with proximity measurement technologies & digital technologies," Technology in Society, Elsevier, vol. 69(C).
    15. Joanna Ejdys, 2020. "Trust-Based Determinants of Future Intention to Use Technology," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 14(1), pages 60-68.
    16. Guido Schryen, 2013. "Revisiting IS business value research: what we already know, what we still need to know, and how we can get there," European Journal of Information Systems, Taylor & Francis Journals, vol. 22(2), pages 139-169, March.
    17. Kevin J. Boyle & Thomas P. Holmes & Mario F. Teisl & Brian Roe, 2001. "A Comparison of Conjoint Analysis Response Formats," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 441-454.
    18. Hsu, Chin-Lung & Lin, Judy Chuan-Chuan, 2016. "Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 42-53.
    19. S A Brown & A P Massey & M M Montoya-weiss & J R Burkman, 2002. "Do I really have to? User acceptance of mandated technology," European Journal of Information Systems, Taylor & Francis Journals, vol. 11(4), pages 283-295, September.
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