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ORIGINAL RESEARCH article

Front. Digit. Health

Sec. Human Factors and Digital Health

Volume 7 - 2025 | doi: 10.3389/fdgth.2025.1475460

The Impact of Confidentiality and Privacy Concerns on Behavioral Intention to Adopt Electronic Personal Health Records (e-PHRs) Among Chronic Patients in Southwest Ethiopia, 2023: An Application of the UTAUT2 Model

Provisionally accepted
Sisay  KassieSisay Kassie1*Adamu  Ambachew ShibabawAdamu Ambachew Shibabaw1Alex  Ayenew CherekaAlex Ayenew Chereka1Abiy  Tasew DubaleAbiy Tasew Dubale1Addisalem  Workie DemsashAddisalem Workie Demsash1Yitayish  DamtieYitayish Damtie2Habtamu  Setegn NgusieHabtamu Setegn Ngusie3Agmasie  Damtew WalleAgmasie Damtew Walle1
  • 1Department of Health Informatics, College of Health Sciences, Mattu University, Mattu, Ethiopia
  • 2Department of Reproductive and Family Health, College of Medicine and Health Science, Injibara University, Injibara, Amhara Region, Ethiopia
  • 3Department of Public Health, College of Health Sciences, Woldia University, Woldia, Ethiopia

The final, formatted version of the article will be published soon.

Background: Using e-PHRs is essential for chronic patients. It helps to improve self-care management and communication between caregivers. However, when implementing e-PHRs, patients often express their concerns regarding privacy and confidentiality. Therefore, this study aimed to assess the impact of confidentiality and privacy concerns on predicting their level of intention to use e-PHRs among chronic patients in southwest Ethiopia, 2023. Method: A cross-sectional study design was conducted among 680 chronic patients from July 24 to September 17, 2023, in Southwest, Ethiopia. A translated interviewer-administered questionnaire was used to collect the data. A systematic random sampling approach was employed to recruit study participants. Patients' intention regarding the impact of confidentiality and privacy concerns on e-PHRs adoption was examined by an extended Unified Theory of Acceptance and Use of Technology 2 model. We have used measurement and structural model statistics to assess the validity of the proposed model. All hypotheses were tested using structural equation modeling (SEM) analysis and presented by AMOS version 23. Standardized regression coefficients (β), 95%CI, and a significant level of p-values < 0.05 were used to examine the association of exogenous and endogenous variables. Result: A total of 680 chronic patients, with a response rate of 87.3 %, were included in the study. The proportion of behavioral intention to adopt e-PHRs was 288 (42.4%) (95%CI: 39.0, 46.2). The results show that the extended model of the UTAUT2 can explain about 75% of the variance of the e-PHRs adoption. Confidentiality (β=0.156, p<0.01), privacy (β=0.216, p<0.05), and social influence (β=0.157, p<0.01) showed a significant association with adopting e-PHRs. Social influence and facilitating condition mediate confidentiality and behavioral intention at a p-value <0.001while only social influence mediates the privacy concern and behavioral intention to adopt e-PHRs at a p-value <0.001. Conclusion: Less than half of the surveyed patients intend to use e-PHRs. The result confirmed the significant impact of confidentiality and privacy concerns on e-PHRs adoption. As a result, this study acknowledged that confidentiality and privacy concerns were two main challenges that should be considered when considerable implementation of e-PHRs is in progress in low-income countries by stakeholders and program developers.

Keywords: Personal health record, chronic patients, Adoption, Behavioral Intention, UTAUT2

Received: 10 Sep 2024; Accepted: 30 Sep 2025.

Copyright: © 2025 Kassie, Shibabaw, Chereka, Dubale, Demsash, Damtie, Ngusie and Walle. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Sisay Kassie, sishaimanot@gmail.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.