IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v11y2021i3p21582440211027565.html
   My bibliography  Save this article

Assessing the Adoption of e-Health Technology in a Developing Country: An Extension of the UTAUT Model

Author

Listed:
  • Dongxiao Gu
  • Salman Khan
  • Ikram Ullah Khan
  • Safeer Ullah Khan
  • Yi Xie
  • Xingguo Li
  • Gongrang Zhang

Abstract

Electronic healthcare services are becoming an increasingly essential form of information and communication technology (ICT) that enables the fast and smooth delivery of health care, specifically in countries with scarce resources such as Pakistan. A better understanding of factors contributing to the adoption of electronic health care is needed, yet this remains an under-researched phenomenon. Grounded in the united theory of acceptance and use of technology, this article attempts to fill the gap by proposing and empirically testing the contribution of trust, privacy, task-technology fit, and personal innovativeness of patients’ intentions to adopt electronic health technology. A survey questionnaire was used to collect data from 353 patients in major hospitals in Islamabad, Pakistan. This study used Partial Least Square Structural Equation Modeling for the analysis. Results indicate that the intention to adopt electronic health technology is determined mostly by effort expectancy, social influence, facilitating conditions, task-technology fit, trust, privacy, and personal innovativeness in information technology. The study concludes with several managerial implications and future research directions, which give further opportunities to researchers and practitioners in the field of e-health technology.

Suggested Citation

  • Dongxiao Gu & Salman Khan & Ikram Ullah Khan & Safeer Ullah Khan & Yi Xie & Xingguo Li & Gongrang Zhang, 2021. "Assessing the Adoption of e-Health Technology in a Developing Country: An Extension of the UTAUT Model," SAGE Open, , vol. 11(3), pages 21582440211, August.
    • Handle: RePEc:sae:sagope:v:11:y:2021:i:3:p:21582440211027565
    DOI: 10.1177/21582440211027565
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440211027565
    Download Restriction: no
    File URL: https://libkey.io/10.1177/21582440211027565?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Oecd, 2013. "Electronic and Mobile Commerce," OECD Digital Economy Papers 228, OECD Publishing.
    3. Safeer Ullah Khan & Xiangdong Liu & Ikram Ullah Khan & Cheng Liu & Zahid Hameed, 2018. "Measuring the Effects of Risk and Cultural Dimensions on the Adoption of Online Stock Trading: A Developing Country Perspective," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 14(3), pages 106-127, July.
    4. Joe, Harry, 1993. "Multivariate dependence measures and data analysis," Computational Statistics & Data Analysis, Elsevier, vol. 16(3), pages 279-297, September.
    5. Jang, Sung Hee & Kim, Rachel H. & Lee, Chang Won, 2016. "Effect of u-healthcare service quality on usage intention in a healthcare service," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 396-403.
    6. Bandura, Albert, 1991. "Social cognitive theory of self-regulation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 248-287, December.
    7. Tojib, Dewi & Tsarenko, Yelena, 2012. "Post-adoption modeling of advanced mobile service use," Journal of Business Research, Elsevier, vol. 65(7), pages 922-928.
    8. Md. Rakibul Hoque & Adnan Albar & Jahangir Alam, 2016. "Factors Influencing Physicians' Acceptance of e-Health in Developing Country: An Empirical Study," International Journal of Healthcare Information Systems and Informatics (IJHISI), IGI Global, vol. 11(1), pages 58-70, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liangyong Xue & Abdullah Mat Rashid & Sha Ouyang, 2024. "The Unified Theory of Acceptance and Use of Technology (UTAUT) in Higher Education: A Systematic Review," SAGE Open, , vol. 14(1), pages 21582440241, February.
    2. Giang-Do Nguyen & Thu-Hien Thi Dao, 2024. "The Moderating Role of Flow Experience on Mobile Commerce Continuance Intention: The Integrative View of User Adaptation, Expectation-Confirmation, and Task-Technology Models," SAGE Open, , vol. 14(2), pages 21582440241, May.
    3. Tai Abdulrahman Alshammari & Khalid Mhasan Alshammary & Fahad Maiyah Alshammari, 2022. "Impact of Perceived Quality of E-Health Services on Patient Behavioral Intention to Use E-Health Services: A Moderating Role of Knowledge of E-Health Management," Journal of Economics and Behavioral Studies, AMH International, vol. 14(1), pages 23-38.
    4. Muhammad Farrukh Shahzad & Shuo Xu & Rimsha Baheer, 2024. "Assessing the factors influencing the intention to use information and communication technology implementation and acceptance in China’s education sector," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    5. Leonie Kuen & Fiona Schürmann & Daniel Westmattelmann & Sophie Hartwig & Shay Tzafrir & Gerhard Schewe, 2023. "Trust transfer effects and associated risks in telemedicine adoption," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    6. Jiexiang Jin & Mi Hyun Ryu, 2024. "Sustainable Healthcare in China: Analysis of User Satisfaction, Reuse Intention, and Electronic Word-of-Mouth for Online Health Service Platforms," Sustainability, MDPI, vol. 16(17), pages 1-18, September.
    7. Laizah Sashah Mutasa & Tiko Iyamu, 2023. "The stimulus of factors in implementing the e-governance concept in Namibia," International Journal of Sociotechnology and Knowledge Development (IJSKD), IGI Global, vol. 15(1), pages 1-18, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hossain, Akram & Quaresma, Rui & Rahman, Habibur, 2019. "Investigating factors influencing the physicians’ adoption of electronic health record (EHR) in healthcare system of Bangladesh: An empirical study," International Journal of Information Management, Elsevier, vol. 44(C), pages 76-87.
    2. Jeeyeon Jeong & Yaeri Kim & Taewoo Roh, 2021. "Do Consumers Care About Aesthetics and Compatibility? The Intention to Use Wearable Devices in Health Care," SAGE Open, , vol. 11(3), pages 21582440211, August.
    3. Baudier, Patricia & Ammi, Chantal & Deboeuf-Rouchon, Matthieu, 2020. "Smart home: Highly-educated students' acceptance," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    4. A. Irimia-Diéguez & F. Velicia-Martín & M. Aguayo-Camacho, 2023. "Predicting Fintech Innovation Adoption: the Mediator Role of Social Norms and Attitudes," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    5. Emmanuel W. Ayaburi, 2018. "Understanding Characteristics of High Performers in Two-Sided Competitive Crowdsourcing," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(05), pages 1-16, October.
    6. Sung Hee Jang & Chang Won Lee, 2018. "The Impact of Location-Based Service Factors on Usage Intentions for Technology Acceptance: The Moderating Effect of Innovativeness," Sustainability, MDPI, vol. 10(6), pages 1-18, June.
    7. Francisco Liébana-Cabanillas & Nidhi Singh & Zoran Kalinic & Elena Carvajal-Trujillo, 2021. "Examining the determinants of continuance intention to use and the moderating effect of the gender and age of users of NFC mobile payments: a multi-analytical approach," Information Technology and Management, Springer, vol. 22(2), pages 133-161, June.
    8. Saeideh Sharifi fard & Ezhar Tamam & Md Salleh Hj Hassan & Moniza Waheed & Zeinab Zaremohzzabieh, 2016. "Factors affecting Malaysian university students’ purchase intention in social networking sites," Cogent Business & Management, Taylor & Francis Journals, vol. 3(1), pages 1182612-118, December.
    9. Carlos Bazan, 2022. "Effect of the University’s Environment and Support System on Subjective Social Norms as Precursor of the Entrepreneurial Intention of Students," SAGE Open, , vol. 12(4), pages 21582440221, October.
    10. Irene Chu & Mai Chi Vu, 2022. "The Nature of the Self, Self-regulation and Moral Action: Implications from the Confucian Relational Self and Buddhist Non-self," Journal of Business Ethics, Springer, vol. 180(1), pages 245-262, September.
    11. Chen, Chia-Chen & Chang, Chin-Hsuan & Hsiao, Kuo-Lun, 2022. "Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    12. Church, Bryan K. & Kuang, Xi (Jason) & Liu, Yuebing (Sarah), 2019. "The effects of measurement basis and slack benefits on honesty in budget reporting," Accounting, Organizations and Society, Elsevier, vol. 72(C), pages 74-84.
    13. Arfi, Wissal Ben & Nasr, Imed Ben & Kondrateva, Galina & Hikkerova, Lubica, 2021. "The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    14. Cristopher Siegfried Kopplin, 2021. "Two heads are better than one: matchmaking tools in coworking spaces," Review of Managerial Science, Springer, vol. 15(4), pages 1045-1069, May.
    15. Narwal, Preeti & Rai, Shivam, 2022. "Individual differences and moral disengagement in Pay-What-You-Want pricing," Journal of Business Research, Elsevier, vol. 149(C), pages 528-547.
    16. Weiling Ke & Lele Kang & Chuan-Hoo Tan & Chih-Hung Peng, 2021. "User Competence with Enterprise Systems: The Effects of Work Environment Factors," Information Systems Research, INFORMS, vol. 32(3), pages 860-875, September.
    17. Chen, Xi & Zhang, Stephen X., 2024. "Too much of two good things: The curvilinear effects of self-efficacy and market validation in new ventures," Journal of Business Research, Elsevier, vol. 183(C).
    18. Alalwan, Ali Abdallah & Baabdullah, Abdullah M. & Rana, Nripendra P. & Tamilmani, Kuttimani & Dwivedi, Yogesh K., 2018. "Examining adoption of mobile internet in Saudi Arabia: Extending TAM with perceived enjoyment, innovativeness and trust," Technology in Society, Elsevier, vol. 55(C), pages 100-110.
    19. Leong, Lai-Ying & Hew, Teck-Soon & Ooi, Keng-Boon & Chong, Alain Yee-Loong, 2020. "Predicting the antecedents of trust in social commerce – A hybrid structural equation modeling with neural network approach," Journal of Business Research, Elsevier, vol. 110(C), pages 24-40.
    20. Riffat Ara Zannat Tama & Md Mahmudul Hoque & Ying Liu & Mohammad Jahangir Alam & Mark Yu, 2023. "An Application of Partial Least Squares Structural Equation Modeling (PLS-SEM) to Examining Farmers’ Behavioral Attitude and Intention towards Conservation Agriculture in Bangladesh," Agriculture, MDPI, vol. 13(2), pages 1-22, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:11:y:2021:i:3:p:21582440211027565. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.