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Exposure Detection Applications Acceptance: The Case of COVID-19

Author

Listed:
  • Adi Alsyouf

    (Department of Managing Health Services and Hospitals, Faculty of Business Rabigh, College of Business (COB), King Abdulaziz University, Jeddah 21991, Saudi Arabia)

  • Abdalwali Lutfi

    (Department of Accounting, College of Business Administration, King Faisal University, Al-Ahsa 31982, Saudi Arabia)

  • Mohammad Al-Bsheish

    (Health Management Department, Batterjee Medical College, Jeddah 21442, Saudi Arabia)

  • Mu’taman Jarrar

    (Medical Education Department, King Fahd Hospital of the University, Al-Khobar 34445, Saudi Arabia
    Vice Deanship for Quality and Development, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 34212, Saudi Arabia)

  • Khalid Al-Mugheed

    (Surgical Nursing Department, Faculty of Nursing, Near East University, Nicosia 99138, Cyprus)

  • Mohammed Amin Almaiah

    (Department of Computer Networks, College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia)

  • Fahad Nasser Alhazmi

    (Department of Health Services and Hospital Administration, Faculty of Economics and Administration, King Abdulaziz University, Jeddah 21589, Saudi Arabia)

  • Ra’ed Masa’deh

    (Department of Management Information Systems, School of Business, University of Jordan, Amman 11942, Jordan)

  • Rami J. Anshasi

    (Prosthodontics Department, Faculty of Dentistry, Jordan University of Science and Technology, Irbid 22110, Jordan)

  • Abdallah Ashour

    (Department of Nursing, Faculty of Nursing, Philadelphia University, Amman 19392, Jordan)

Abstract

The pandemic’s context is rife with numerous dangerous threats and high fear levels, influencing human decision-making. Such characteristics are identified by investigating the acceptance of exposure detection apps from the technology acceptance model (TAM) perspective. This study purposed a model to investigate protection technology acceptance, specifically exposure detection apps in the context of COVID-19. Quantitative study approach and a cross-section design targeted 586 participants from Saudi Arabia. As the study model is complex, the study hypotheses were analysed using the structural equation modelling–partial least squares (SEM-PLS3) approach. The findings support the entire model hypothesis except the link between social media awareness and exposure detection apps’ intention. Mediation of COVID-19 anxiety and influence was confirmed as well. The current paper contributes to the technologies acceptance domain by developing a context-driven model comprising the major pandemic characteristics that lead to various patterns of technology acceptance. This study also fills the literature gap regarding mediating effects of social influence and COVID-19 anxiety in the relationship between trust in government and exposure detection apps implementation, and between COVID-19 anxiety and exposure detection apps implementation, respectively. The results may assist government agencies, health policymakers, and health organisations in the wide world and specifically Saudi Arabia, in their attempts to contain the COVID-19 pandemic spread.

Suggested Citation

  • Adi Alsyouf & Abdalwali Lutfi & Mohammad Al-Bsheish & Mu’taman Jarrar & Khalid Al-Mugheed & Mohammed Amin Almaiah & Fahad Nasser Alhazmi & Ra’ed Masa’deh & Rami J. Anshasi & Abdallah Ashour, 2022. "Exposure Detection Applications Acceptance: The Case of COVID-19," IJERPH, MDPI, vol. 19(12), pages 1-26, June.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:12:p:7307-:d:838753
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    References listed on IDEAS

    as
    1. Cuiyan Wang & Riyu Pan & Xiaoyang Wan & Yilin Tan & Linkang Xu & Cyrus S. Ho & Roger C. Ho, 2020. "Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China," IJERPH, MDPI, vol. 17(5), pages 1-25, March.
    2. Fessler, Daniel M.T. & Pillsworth, Elizabeth G. & Flamson, Thomas J., 2004. "Angry men and disgusted women: An evolutionary approach to the influence of emotions on risk taking," Organizational Behavior and Human Decision Processes, Elsevier, vol. 95(1), pages 107-123, September.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. 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.
    5. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    6. Luke Keele, 2007. "Social Capital and the Dynamics of Trust in Government," American Journal of Political Science, John Wiley & Sons, vol. 51(2), pages 241-254, April.
    7. Ming Yang & Jinglu Jiang & Melody Kiang & Fangyun Yuan, 2022. "Re-Examining the Impact of Multidimensional Trust on Patients’ Online Medical Consultation Service Continuance Decision," Information Systems Frontiers, Springer, vol. 24(3), pages 983-1007, June.
    8. Wright, William F. & Bower, Gordon H., 1992. "Mood effects on subjective probability assessment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 52(2), pages 276-291, July.
    9. Katherine J. Stewart, 2003. "Trust Transfer on the World Wide Web," Organization Science, INFORMS, vol. 14(1), pages 5-17, February.
    10. Abdalwali Lutfi & Ahmad Farhan Alshira’h & Malek Hamed Alshirah & Manaf Al-Okaily & Hamza Alqudah & Mohamed Saad & Nahla Ibrahim & Osama Abdelmaksoud, 2022. "Antecedents and Impacts of Enterprise Resource Planning System Adoption among Jordanian SMEs," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    11. Abdalwali Lutfi & Adi Alsyouf & Mohammed Amin Almaiah & Mahmaod Alrawad & Ahmed Abdullah Khalil Abdo & Akif Lutfi Al-Khasawneh & Nahla Ibrahim & Mohamed Saad, 2022. "Factors Influencing the Adoption of Big Data Analytics in the Digital Transformation Era: Case Study of Jordanian SMEs," Sustainability, MDPI, vol. 14(3), pages 1-17, February.
    12. Florentina Kurniasari, 2021. "Implementation of Productivity Apps to Increase Financial Inclusion in Peer-To-Peer Lending Platform," Eurasian Studies in Business and Economics, in: Mehmet Huseyin Bilgin & Hakan Danis & Ender Demir & Sofia Vale (ed.), Eurasian Economic Perspectives, pages 107-115, Springer.
    13. Abdalwali Lutfi & Mohamed Saad & Mohammed Amin Almaiah & Abdallah Alsaad & Ahmad Al-Khasawneh & Mahmaod Alrawad & Adi Alsyouf & Akif Lutfi Al-Khasawneh, 2022. "Actual Use of Mobile Learning Technologies during Social Distancing Circumstances: Case Study of King Faisal University Students," Sustainability, MDPI, vol. 14(12), pages 1-18, June.
    14. Chelsi C. Alexander & Shilpa Shrestha & Mamadou D. Tounkara & Shelly Cooper & Leiema Hunt & Taylor H. Hoj & Kirk Dearden & Dotto Kezakubi & Vianney Atugonza & Joshua West & Benjamin Crookston & Cougar, 2019. "Media Access is Associated with Knowledge of Optimal Water, Sanitation and Hygiene Practices in Tanzania," IJERPH, MDPI, vol. 16(11), pages 1-10, June.
    15. Abdalwali Lutfi, 2022. "Factors Influencing the Continuance Intention to Use Accounting Information System in Jordanian SMEs from the Perspectives of UTAUT: Top Management Support and Self-Efficacy as Predictor Factors," Economies, MDPI, vol. 10(4), pages 1-17, March.
    16. Adi Alsyouf & Ra’ed Masa’deh & Moteb Albugami & Mohammad Al-Bsheish & Abdalwali Lutfi & Nizar Alsubahi, 2021. "Risk of Fear and Anxiety in Utilising Health App Surveillance Due to COVID-19: Gender Differences Analysis," Risks, MDPI, vol. 9(10), pages 1-19, October.
    17. D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
    18. Chun Yang & James Price Dillard & Ruobing Li, 2018. "Understanding Fear of Zika: Personal, Interpersonal, and Media Influences," Risk Analysis, John Wiley & Sons, vol. 38(12), pages 2535-2545, December.
    19. Claudio Costantino & Vincenzo Restivo & Gianmarco Ventura & Claudio D’Angelo & Maria Angela Randazzo & Nicolò Casuccio & Mario Palermo & Alessandra Casuccio & Francesco Vitale, 2018. "Increased Vaccination Coverage among Adolescents and Young Adults in the District of Palermo as a Result of a Public Health Strategy to Counteract an ‘Epidemic Panic’," IJERPH, MDPI, vol. 15(5), pages 1-8, May.
    20. Naeem, Muhammad, 2021. "Do social media platforms develop consumer panic buying during the fear of Covid-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    21. Anna Wnuk & Tomasz Oleksy & Dominika Maison, 2020. "The acceptance of Covid-19 tracking technologies: The role of perceived threat, lack of control, and ideological beliefs," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-16, September.
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    Cited by:

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    2. Adi Alsyouf & Abdalwali Lutfi & Nizar Alsubahi & Fahad Nasser Alhazmi & Khalid Al-Mugheed & Rami J. Anshasi & Nora Ibrahim Alharbi & Moteb Albugami, 2023. "The Use of a Technology Acceptance Model (TAM) to Predict Patients’ Usage of a Personal Health Record System: The Role of Security, Privacy, and Usability," IJERPH, MDPI, vol. 20(2), pages 1-24, January.
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    7. Mashael Alghareeb & Abdulmohsen Saud Albesher & Amna Asif, 2023. "Studying Users’ Perceptions of COVID-19 Mobile Applications in Saudi Arabia," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
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