This paper is in the following e-collection/theme issue:

Security and Privacy of mHealth and uHealth (142) Ethics, Privacy, and Legal Issues (545)

Published on in Vol 7, No 4 (2019): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11223, first published .
Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study

Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study

Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study

Authors of this article:

Leming Zhou1 Author Orcid Image ;   Jie Bao1 Author Orcid Image ;   Valerie Watzlaf1 Author Orcid Image ;   Bambang Parmanto1 Author Orcid Image
Article Authors Cited by (156) Tweetations (7) Metrics

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  116. Baykemagn N, Nigatu A, Fikadie B, Tilahun B. Acceptance of mobile application-based clinical guidelines among health professionals in Northwestern Ethiopia: A mixed-methods study. DIGITAL HEALTH 2024;10 View
  117. LaVine D, Greer Z, Kim J, Kumar S, Belin T, Shetty V. A Remote Oral Self-Care Behaviors Assessment System in Vulnerable Populations: Usability and Feasibility Study. JMIR Formative Research 2024;8:e54999 View
  118. Myin-Germeys I, Schick A, Ganslandt T, Hajdúk M, Heretik A, Van Hoyweghen I, Kiekens G, Koppe G, Marelli L, Nagyova I, Weermeijer J, Wensing M, Wolters M, Beames J, de Allegri M, di Folco S, Durstewitz D, Katreniaková Z, Lievevrouw E, Nguyen H, Pecenak J, Barne I, Bonnier R, Brenner M, Čavojská N, Dancik D, Kurilla A, Niebauer E, Sotomayor-Enriquez K, Schulte-Strathaus J, de Thurah L, Uyttebroek L, Schwannauer M, Reininghaus U. The experience sampling methodology as a digital clinical tool for more person-centered mental health care: an implementation research agenda. Psychological Medicine 2024;54(11):2785 View
  119. Zolfaqari Z, Ayatollahi H, Ranjbar F, Abasi A. Acceptance and use of mobile health technology in post-abortion care. BMC Health Services Research 2024;24(1) View
  120. Lipschitz J, Lin S, Saghafian S, Pike C, Burdick K. Digital phenotyping in bipolar disorder: Using longitudinal Fitbit data and personalized machine learning to predict mood symptomatology. Acta Psychiatrica Scandinavica 2025;151(3):434 View
  121. Seretlo R, Smuts H, Mokgatle M. Development of an mHealth App by Experts for Queer Individuals’ Sexual-Reproductive Health Care Services and Needs: Nominal Group Technique Study. JMIR Formative Research 2024;8:e59963 View
  122. Chong C, Makmor-Bakry M, Hatah E, Mohd Tahir N, Mustafa N, Capule F, Hermansyah A. Factors infuencing type 2 diabetes mellitus patients’ readiness, acceptance and barriers towards mobile apps adoption for medication adherence. International Journal of Diabetes in Developing Countries 2024 View
  123. Misola C, Oreta Z, Lal R, Balt M, Resuello D, Miranda K, Carandang R. Assessing Patient Feedback on the Feasibility of the YourRx Telepharmacy Mobile Application. Journal of Pharmacy Practice 2025;38(3):328 View
  124. Chong C, Makmor-Bakry M, Hatah E, Mohd Tahir N, Mustafa N, Capule F, Hermansyah A. A qualitative study of type 2 diabetes mellitus outpatients' perspectives on readiness, acceptance and barriers of mobile apps for medication adherence. Patient Education and Counseling 2025;131:108547 View
  125. Mendel T, Nov O, Wiesenfeld B. Advice from a Doctor or AI? Understanding Willingness to Disclose Information Through Remote Patient Monitoring to Receive Health Advice. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW2):1 View
  126. Frey A, Phillips B, Baines R, McCabe A, Elmes E, Yeardsley-Pierce E, Wall R, Parry J, Vose A, Hewitt J, Coburn J, Dowdle C, Sollitt L, Leahy M, Hunt S, Andrews T, Leigh S. Domain coverage and criteria overlap across digital health technology quality assessments: a systematic review. Health and Technology 2025;15(1):15 View
  127. Radtke U, Wohllebe A. Mobile Apps in Digital Health: Patient Expectations and Factors Influencing Patient Acceptance – a Literature Review. International Journal of Digital Health and Telemedicine 2025;1(1) View
  128. Epperson C, Davis R, Dempsey A, Haller H, Kupfer D, Love T, Villarreal P, Matthews M, Moore S, Muller K, Schneck C, Scott J, Zane R, Frank E. The Trifecta of Industry, Academic, and Health System Partnership to Improve Mental Health Care Through Smartphone-Based Remote Patient Monitoring: Development and Usability Study. JMIR Formative Research 2025;9:e57624 View
  129. Xiao R, Patel R, Rozental T, Schurko B, Shoji M, Harper C. Evaluation of a Multispecialty Mobile Health App: Pilot Study. Journal of Hand Surgery Global Online 2025;7(2):203 View
  130. Perasso G, Romeo M, Coccia P, Palego G, Mendiola P. Fostering the psychological wellbeing of children diagnosed with cancer: multidisciplinary insights in pediatric oncology. Frontiers in Psychology 2025;16 View
  131. Bouabida K, Chaves B, Anane E, Jagram N. Navigating the landscape of remote patient monitoring in Canada: trends, challenges, and future directions. Frontiers in Digital Health 2025;7 View
  132. Al-Jabali R, Ahmad N, Khatib S. Holistic framework for the adoption determinants of mobile health applications: a systematic literature review. International Journal of Pharmaceutical and Healthcare Marketing 2025 View
  133. Arjona L, Hernández S, Narayanswamy G, Bahillo A, Patel S. Autonomous collection of voiding events for sound uroflowmetries with machine learning. Biomedical Signal Processing and Control 2025;105:107556 View
  134. Alzghaibi H. Healthcare Practitioners’ Perceptions of mHealth Application Barriers: Challenges to Adoption and Strategies for Enhancing Digital Health Integration. Healthcare 2025;13(5):494 View
  135. Chauhan G, Vavken P, Jacob C. Mobile Apps and Wearable Devices for Cardiovascular Health: Narrative Review. JMIR mHealth and uHealth 2025;13:e65782 View
  136. Alipour J, Mehdipour Y, Zakerabasali S, Karimi A, Jahun I. Nurses’ perspectives on using mobile health applications in southeastern Iran: Awareness, attitude, and obstacles. PLOS ONE 2025;20(3):e0316631 View
  137. Alzghaibi H. Barriers to the Utilization of mHealth Applications in Saudi Arabia: Insights from Patients with Chronic Diseases. Healthcare 2025;13(6):665 View
  138. Okuboyejo S, Han S, Jha S, Eneja C, Orji R. Insights from User Reviews to Improve Suicide Prevention Apps: A Machine Learning and Thematic Analysis-Based Approach. International Journal of Human–Computer Interaction 2025:1 View
  139. Lim P, Lim Y, Rajah R, Zainal H. Usability questionnaire for standalone or interactive mobile health applications: a systematic review. BMC Digital Health 2025;3(1) View
  140. Alzghaibi H. Barriers to the utilization of the Sehaty mobile health application in Saudi Arabia: a cross-sectional survey of non-healthcare users. Frontiers in Medicine 2025;12 View
  141. Rohr M, Gerhardinger K, Hörold M, König M, Brandstetter S, Apfelbacher C. Risikoprädiktion und Prävention von Nahrungsmittelallergien bei Kindern: eine qualitative Studie zur Elternperspektive. Monatsschrift Kinderheilkunde 2025 View
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Books/Policy Documents

  1. Choukou M. Digital Health. View
  2. Ferreira A, Muchagata J, Vieira-Marques P, Abrantes D, Teles S. HCI for Cybersecurity, Privacy and Trust. View
  3. Haridi H, Alsaleh S, Alzabin S, Almasabi M, Almakrami A, Al-Swedan A, Aman A. Proceedings of Seventh International Congress on Information and Communication Technology. View
  4. Perasso G. Handbook of Research on Play Specialism Strategies to Prevent Pediatric Hospitalization Trauma. View
  5. Keller V, Ercsey I. Effective Digital Marketing for Improving Society Behavior Toward DEI and SDGs. View
  6. Mateus D, Martins A, Correia R. Intelligent Transport Systems. View

Conference Proceedings

  1. Aljedaani B, Ahmad A, Zahedi M, Babar M. 2020 27th Asia-Pacific Software Engineering Conference (APSEC). An Empirical Study on Developing Secure Mobile Health Apps: The Developers' Perspective View
  2. Aljedaani B, Ahmad A, Zahedi M, Ali Babar M. MobiQuitous 2020 - 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. Security Awareness of End-Users of Mobile Health Applications: An Empirical Study View
  3. Mittal R, Mittal A, Aggarwal A. 2021 International Conference on Computing, Communication and Green Engineering (CCGE). Modeling the Prediction of Continued Usage of COVID-19 mhealth App in India View
  4. Kurscheidt M, Schaffer K, Slevin P, Westers M, Hollenbenders Y, Schramm W. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI). Human-centered Design for a Chronic Disease Management System: An Explorative Case for Cystic Fibrosis View
  5. Odeh A, Keshta I, Aboshgifa A, Abdelfattah E. 2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC). Privacy and Security in Mobile Health Technologies: Challenges and Concerns View
  6. Md. Rokonuzzaman , Hossain M, Islam T, Sarkar P, Islam M, Amin N. 2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES). Design and Implementation of Telehealth Device: Linking IoT Sensors to Cloud Networks View
  7. Turugare R, Shava F, Chitauro M. 2023 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC). Analyzing Security Vulnerabilities in Solo-Developed mHealth Applications: A Systematic Literature Review View
  8. Utz C, Becker S, Schnitzler T, Farke F, Herbert F, Schaewitz L, Degeling M, Dürmuth M. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Apps Against the Spread: Privacy Implications and User Acceptance of COVID-19-Related Smartphone Apps on Three Continents View