IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v143y2019icp297-306.html
   My bibliography  Save this article

An empirical study of patients' privacy concerns for health informatics as a service

Author

Listed:
  • Xu, Zhuo

Abstract

The combination of two frontier technologies, health informatics and cloud computing, is known as Health Informatics as a Service (HIaaS). Considering the importance of privacy issues in HIaaS context, we empirically investigated the antecedents and consequences of patients' information privacy concerns for HIaaS in this paper. An integrated framework that consists of multiple dimensions of privacy concern antecedents and consequences is proposed and validated. Structural equation modeling method was employed to estimate the significance of the path coefficients. Five antecedent factors at different levels influence patients' privacy concern for HIaaS, including privacy awareness (patient level), perceived informativeness (service level), information sensitivity (information contingency), regulatory expectations (macro-environmental level), and importance of information transparency (organizational level). Privacy concern for HIaaS significantly affects patients' trust belief, perceived privacy risk, and adoption intention. This study is among the first to investigate privacy issues in an understudied context – HIaaS, which is different from extant HIaaS literature from conceptual and technological perspectives. In addition, this research provides a more holistic picture about the formation and consequence of patients' information privacy concerns.

Suggested Citation

  • Xu, Zhuo, 2019. "An empirical study of patients' privacy concerns for health informatics as a service," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 297-306.
  • Handle: RePEc:eee:tefoso:v:143:y:2019:i:c:p:297-306
    DOI: 10.1016/j.techfore.2019.01.018
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162518313246
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2019.01.018?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nirup M. Menon & Byungtae Lee & Leslie Eldenburg, 2000. "Productivity of Information Systems in the Healthcare Industry," Information Systems Research, INFORMS, vol. 11(1), pages 83-92, March.
    2. Hausman, Angela V. & Siekpe, Jeffrey Sam, 2009. "The effect of web interface features on consumer online purchase intentions," Journal of Business Research, Elsevier, vol. 62(1), pages 5-13, January.
    3. Gerald C. Kane & Giuseppe (Joe) Labianca, 2011. "IS Avoidance in Health-Care Groups: A Multilevel Investigation," Information Systems Research, INFORMS, vol. 22(3), pages 504-522, September.
    4. Zafer Ozdemir & Jack Barron & Subhajyoti Bandyopadhyay, 2011. "An Analysis of the Adoption of Digital Health Records Under Switching Costs," Information Systems Research, INFORMS, vol. 22(3), pages 491-503, September.
    5. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & García-Pérez, Alexeis & Fait, Monica, 2018. "Healthcare service evolution towards the Internet of Things: An end-user perspective," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 268-276.
    6. 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.
    7. Taylor, Greg, 2011. "The informativeness of on-line advertising," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 668-677.
    8. Barras, Richard, 1986. "Towards a theory of innovation in services," Research Policy, Elsevier, vol. 15(4), pages 161-173, August.
    9. Ritu Agarwal & Guodong (Gordon) Gao & Catherine DesRoches & Ashish K. Jha, 2010. "Research Commentary ---The Digital Transformation of Healthcare: Current Status and the Road Ahead," Information Systems Research, INFORMS, vol. 21(4), pages 796-809, December.
    10. Heng Xu & Hock-Hai Teo & Bernard C. Y. Tan & Ritu Agarwal, 2012. "Research Note ---Effects of Individual Self-Protection, Industry Self-Regulation, and Government Regulation on Privacy Concerns: A Study of Location-Based Services," Information Systems Research, INFORMS, vol. 23(4), pages 1342-1363, December.
    11. Mike Z. Yao & Ronald E. Rice & Kier Wallis, 2007. "Predicting user concerns about online privacy," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(5), pages 710-722, March.
    12. Mary J. Culnan & Pamela K. Armstrong, 1999. "Information Privacy Concerns, Procedural Fairness, and Impersonal Trust: An Empirical Investigation," Organization Science, INFORMS, vol. 10(1), pages 104-115, February.
    13. Eastlick, Mary Ann & Lotz, Sherry L. & Warrington, Patricia, 2006. "Understanding online B-to-C relationships: An integrated model of privacy concerns, trust, and commitment," Journal of Business Research, Elsevier, vol. 59(8), pages 877-886, August.
    14. Catherine L. Anderson & Ritu Agarwal, 2011. "The Digitization of Healthcare: Boundary Risks, Emotion, and Consumer Willingness to Disclose Personal Health Information," Information Systems Research, INFORMS, vol. 22(3), pages 469-490, September.
    15. Terrence August & Marius Florin Niculescu & Hyoduk Shin, 2014. "Cloud Implications on Software Network Structure and Security Risks," Information Systems Research, INFORMS, vol. 25(3), pages 489-510, September.
    16. Robert G. Fichman & Rajiv Kohli & Ranjani Krishnan, 2011. "Editorial Overview ---The Role of Information Systems in Healthcare: Current Research and Future Trends," Information Systems Research, INFORMS, vol. 22(3), pages 419-428, September.
    17. Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
    18. Zhenhui (Jack) Jiang & Cheng Suang Heng & Ben C. F. Choi, 2013. "Research Note —Privacy Concerns and Privacy-Protective Behavior in Synchronous Online Social Interactions," Information Systems Research, INFORMS, vol. 24(3), pages 579-595, September.
    19. Amalia R. Miller & Catherine Tucker, 2013. "Active Social Media Management: The Case of Health Care," Information Systems Research, INFORMS, vol. 24(1), pages 52-70, March.
    20. Naresh K. Malhotra & Sung S. Kim & James Agarwal, 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model," Information Systems Research, INFORMS, vol. 15(4), pages 336-355, December.
    21. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
    22. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.
    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. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang & Lee, Cheng fang, 2022. "Adoption model of healthcare wearable devices," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    2. Shahidi, Niousha & Tossan, Vesselina & Bourliataux-Lajoinie, Stéphane & Cacho-Elizondo, Silvia, 2022. "Behavioural intention to use a contact tracing application: The case of StopCovid in France," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    3. Lin, Marta Yuan-Chen & Nguyen, Tessa Tien & Cheng, Edward Ying-Lun & Le, Angelina Nhat Hanh & Cheng, Julian Ming Sung, 2022. "Proximity marketing and Bluetooth beacon technology: A dynamic mechanism leading to relationship program receptiveness," Journal of Business Research, Elsevier, vol. 141(C), pages 151-162.
    4. Chandra, Shalini & Shirish, Anuragini & Srivastava, Shirish C., 2020. "Theorizing technological spatial intrusion for ICT enabled employee innovation: The mediating role of perceived usefulness," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    5. Ying, Shiyi & Huang, Youlin & Qian, Lixian & Song, Jinzhu, 2023. "Privacy paradox for location tracking in mobile social networking apps: The perspectives of behavioral reasoning and regulatory focus," Technological Forecasting and Social Change, Elsevier, vol. 190(C).

    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. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang & Lee, Cheng fang, 2022. "Adoption model of healthcare wearable devices," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    2. Weiyin Hong & Frank K. Y. Chan & James Y. L. Thong, 2021. "Drivers and Inhibitors of Internet Privacy Concern: A Multidimensional Development Theory Perspective," Journal of Business Ethics, Springer, vol. 168(3), pages 539-564, January.
    3. Sebastian Hermes & Tobias Riasanow & Eric K. Clemons & Markus Böhm & Helmut Krcmar, 2020. "The digital transformation of the healthcare industry: exploring the rise of emerging platform ecosystems and their influence on the role of patients," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 1033-1069, November.
    4. Tseng, Hsiao-Ting & Ibrahim, Fahad & Hajli, Nick & Nisar, Tahir M. & Shabbir, Haseeb, 2022. "Effect of privacy concerns and engagement on social support behaviour in online health community platforms," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    5. Tawfiq Alashoor & Mark Keil & H. Jeff Smith & Allen R. McConnell, 2023. "Too Tired and in Too Good of a Mood to Worry About Privacy: Explaining the Privacy Paradox Through the Lens of Effort Level in Information Processing," Information Systems Research, INFORMS, vol. 34(4), pages 1415-1436, December.
    6. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    7. Wang, Le & Yan, Jie & Lin, Jun & Cui, Wentian, 2017. "Let the users tell the truth: Self-disclosure intention and self-disclosure honesty in mobile social networking," International Journal of Information Management, Elsevier, vol. 37(1), pages 1428-1440.
    8. Morlok, Tina & Matt, Christian & Hess, Thomas, 2017. "Privatheitsforschung in den Wirtschaftswissenschaften: Entwicklung, Stand und Perspektiven," Working Papers 1/2017, University of Munich, Munich School of Management, Institute for Information Systems and New Media.
    9. Ruwan Bandara & Mario Fernando & Shahriar Akter, 2020. "Privacy concerns in E-commerce: A taxonomy and a future research agenda," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(3), pages 629-647, September.
    10. Caroline Lancelot Miltgen & H. Jeff Smith, 2019. "Falsifying and withholding: exploring individuals’ contextual privacy-related decision-making," Post-Print hal-02156671, HAL.
    11. Grace Fox & Tabitha L. James, 2021. "Toward an Understanding of the Antecedents to Health Information Privacy Concern: A Mixed Methods Study," Information Systems Frontiers, Springer, vol. 23(6), pages 1537-1562, December.
    12. Sun, Shiwei & Zhang, Jin & Zhu, Yiwei & Jiang, Mian & Chen, Shuhui, 2022. "Exploring users' willingness to disclose personal information in online healthcare communities: The role of satisfaction," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    13. Chen Liang & Jing Peng & Yili Hong & Bin Gu, 2023. "The Hidden Costs and Benefits of Monitoring in the Gig Economy," Information Systems Research, INFORMS, vol. 34(1), pages 297-318, March.
    14. Nils Koester & Patrick Cichy & David Antons & Torsten Oliver Salge, 2022. "Perceived privacy risk in the Internet of Things: determinants, consequences, and contingencies in the case of connected cars," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 2333-2355, December.
    15. Okazaki, Shintaro & Eisend, Martin & Plangger, Kirk & de Ruyter, Ko & Grewal, Dhruv, 2020. "Understanding the Strategic Consequences of Customer Privacy Concerns: A Meta-Analytic Review," Journal of Retailing, Elsevier, vol. 96(4), pages 458-473.
    16. Huseyin Cavusoglu & Tuan Q. Phan & Hasan Cavusoglu & Edoardo M. Airoldi, 2016. "Assessing the Impact of Granular Privacy Controls on Content Sharing and Disclosure on Facebook," Information Systems Research, INFORMS, vol. 27(4), pages 848-879, December.
    17. Kordzadeh, Nima & Warren, John & Seifi, Ali, 2016. "Antecedents of privacy calculus components in virtual health communities," International Journal of Information Management, Elsevier, vol. 36(5), pages 724-734.
    18. Taylor, David G. & Strutton, David, 2010. "Has e-marketing come of age? Modeling historical influences on post-adoption era Internet consumer behaviors," Journal of Business Research, Elsevier, vol. 63(9-10), pages 950-956, September.
    19. Krafft, Manfred & Arden, Christine M. & Verhoef, Peter C., 2017. "Permission Marketing and Privacy Concerns — Why Do Customers (Not) Grant Permissions?," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 39-54.
    20. Martin, Kirsten, 2018. "The penalty for privacy violations: How privacy violations impact trust online," Journal of Business Research, Elsevier, vol. 82(C), pages 103-116.

    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:eee:tefoso:v:143:y:2019:i:c:p:297-306. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.