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The Moderating Role Of Factors That Influence User Adoption Of Mobile Health Applications: Evidence From Jordan

Author

Listed:
  • Wasfi Al-Rawabdah
  • Adel A. Salloum
  • Serene Zakaria Tarawneh

Abstract

This research aims to identify factors that influence the intention to use mobile health applications (MHAs) as moderated by the health status of Jordanian users. A survey questionnaire was used to collect the primary data. Forty-four elements operationalized and measured the independent, dependent and moderating variables. The open sample was distributed to 562 mobile health application users and 527 were returned implying a 94% response rate. Statistical processing was implemented to answer research questions and test the research hypotheses. The results showed that system quality, information quality, ease of use, usefulness, entertainment, and social Influence have a statistically significant effects on the intention to use mobile health applications. The results show moderating factors that influence the intention to use MHAs packages. Moderating factors include Information quality, Usefulness, Ease of use and Social Influence. Factors that did not moderate include System Quality and Entertainment.

Suggested Citation

  • Wasfi Al-Rawabdah & Adel A. Salloum & Serene Zakaria Tarawneh, 2021. "The Moderating Role Of Factors That Influence User Adoption Of Mobile Health Applications: Evidence From Jordan," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 15(1), pages 1-18.
    • Handle: RePEc:ibf:gjbres:v:15:y:2021:i:1:p:1-18
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    References listed on IDEAS

    as
    1. Teo, T. S. H. & Pok, Siau Heong, 2003. "Adoption of WAP-enabled mobile phones among Internet users," Omega, Elsevier, vol. 31(6), pages 483-498, December.
    2. 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.
    3. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    4. Mun Y. Yi & Fred D. Davis, 2003. "Developing and Validating an Observational Learning Model of Computer Software Training and Skill Acquisition," Information Systems Research, INFORMS, vol. 14(2), pages 146-169, June.
    5. Gary C. Moore & Izak Benbasat, 1991. "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation," Information Systems Research, INFORMS, vol. 2(3), pages 192-222, September.
    6. Wynne W. Chin & Barbara L. Marcolin & Peter R. Newsted, 2003. "A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study," Information Systems Research, INFORMS, vol. 14(2), pages 189-217, June.
    7. Andreas Flache & Michael Mäs & Thomas Feliciani & Edmund Chattoe-Brown & Guillaume Deffuant & Sylvie Huet & Jan Lorenz, 2017. "Models of Social Influence: Towards the Next Frontiers," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 20(4), pages 1-2.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    User Health Status; Mobile Health Applications; Information Technology; Health; Usability; Computer Human Interaction;
    All these keywords.

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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