IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i22p14652-d966429.html
   My bibliography  Save this article

Insights from Review and Content Analysis of Current COVID-19 Mobile Apps and Recommendations for Future Pandemics

Author

Listed:
  • Yeongju Kim

    (Department of Health Administration, Kongju National University, Gongju 32588, Korea)

  • Jihye Choi

    (Department of Health Promotion and Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX 77030, USA)

  • Young-A Ji

    (College of Medicine, Gyeongsang National University, Jinju 52828, Korea)

  • Hyekyung Woo

    (Department of Health Administration, Kongju National University, Gongju 32588, Korea
    Institute of Health and Environment, Kongju National University, Gongju 32588, Korea)

Abstract

A number of mobile health apps related to coronavirus infectious disease 2019 (COVID-19) have been developed, but research into app content analytics for effective surveillance and management is still in its preliminary stages. The present study aimed to identify the purpose and functions of the currently available COVID-19 apps using content analysis. The secondary aim was to propose directions for the future development of apps that aid infectious disease surveillance and control with a focus on enhancing the app content and quality. Prior to conducting an app search in the App Store and the Google Play Store, we reviewed previous studies on COVID-19 apps found in Google Scholar and PubMed to examine the main purposes of the apps. Using the five selected keywords based on the review, we searched the two app stores to retrieve eligible COVID-19 apps including those already addressed in the reviewed literature. We conducted descriptive and content analyses of the selected apps. We classified the purpose types of the COVID-19 apps into the following five categories: Information provision, tracking, monitoring, mental health management, and engagement. We identified 890 apps from the review articles and the app stores: 47 apps met the selection criteria and were included in the content analysis. Among the selected apps, iOS apps outnumbered Android apps, 27 apps were government-developed, and most of the apps were created in the United States. The most common function for the iOS apps (63.6%) and Android apps (62.5%) was to provide COVID-19-related knowledge. The most common function among the tracking apps was to notify users of contact with infected people by the iOS apps (40.9%) and Android apps (37.5%). About 29.5% of the iOS apps and 25.0% of the Android apps were used to record symptoms and self-diagnose. Significantly fewer apps targeted mental health management and engagement. Six iOS apps (6/44, 13.6%) and four Android apps (4/24, 16.7%) provided behavioral guidelines about the pandemic. Two iOS apps (2/44, 4.5%) and two Android apps (2/24, 8.3%) featured communication functions. The present content analysis revealed that most of the apps provided unilateral information and contact tracing or location tracking. Several apps malfunctioned. Future research and development of COVID-19 apps or apps for other emerging infectious diseases should address the quality and functional improvements, which should begin with continuous monitoring and actions to mitigate any technical errors.

Suggested Citation

  • Yeongju Kim & Jihye Choi & Young-A Ji & Hyekyung Woo, 2022. "Insights from Review and Content Analysis of Current COVID-19 Mobile Apps and Recommendations for Future Pandemics," IJERPH, MDPI, vol. 19(22), pages 1-13, November.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:14652-:d:966429
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/22/14652/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/22/14652/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefano Comino & Fabio M. Manenti & Franco Mariuzzo, 2019. "Updates management in mobile applications: iTunes versus Google Play," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 392-419, June.
    2. Meshari F. Alwashmi, 2020. "The Use of Digital Health in the Detection and Management of COVID-19," IJERPH, MDPI, vol. 17(8), pages 1-7, April.
    Full references (including those not matched with items on IDEAS)

    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. Faruq Abdulla & Zulkar Nain & Md. Karimuzzaman & Md. Moyazzem Hossain & Azizur Rahman, 2021. "A Non-Linear Biostatistical Graphical Modeling of Preventive Actions and Healthcare Factors in Controlling COVID-19 Pandemic," IJERPH, MDPI, vol. 18(9), pages 1-14, April.
    2. Numminen, Emil & Sällberg, Henrik & Wang, Shujun, 2022. "The impact of app revenue model choices for app revenues: A study of apps since their initial App Store launch," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 325-336.
    3. Dominik Gutt & Jürgen Neumann & Wael Jabr & Dennis Kundisch, 2020. "The Fate of the App: Economic Implications of Updating under Reputation Resetting," Working Papers Dissertations 76, Paderborn University, Faculty of Business Administration and Economics.
    4. Tiziana Russo-Spena & Cristina Mele & Ylenia Cavacece & Sara Ebraico & Carina Dantas & Pedro Roseiro & Willeke van Staalduinen, 2022. "Enabling Value Co-Creation in Healthcare through Blockchain Technology," IJERPH, MDPI, vol. 20(1), pages 1-15, December.
    5. Nouf Sahal Alharbi & Amany Shlyan AlGhanmi & Mochammad Fahlevi, 2022. "Adoption of Health Mobile Apps during the COVID-19 Lockdown: A Health Belief Model Approach," IJERPH, MDPI, vol. 19(7), pages 1-9, March.
    6. Feiyan Lin & Jing Zhao & Maomao Chi, 2022. "A Study on Temporal Effects of Different Types of Mobile Application Updates," Sustainability, MDPI, vol. 14(3), pages 1-21, January.
    7. Thanh Doan & Fabio Maria Manenti & Franco Mariuzzo, 2020. "Platform competition in the tablet PC market: The effect of application quality," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2020-08, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    8. Enache, Andreea & Friberg, Richard & Wiklander, Magnus, 2023. "Demand for in-app purchases in mobile apps—A difference-in-difference approach," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    9. Subrahmanyam Aditya Karanam & Ashish Agarwal & Anitesh Barua, 2023. "Design for Social Sharing: The Case of Mobile Apps," Information Systems Research, INFORMS, vol. 34(2), pages 721-743, June.
    10. Arabela Briciu & Victor-Alexandru Briciu & Androniki Kavoura, 2020. "Evaluating How ‘Smart’ Brașov, Romania Can Be Virtually via a Mobile Application for Cultural Tourism," Sustainability, MDPI, vol. 12(13), pages 1-17, July.
    11. Kang, Hye Young, 2022. "Technological engagement of women entrepreneurs on online digital platforms: Evidence from the Apple iOS App Store," Technovation, Elsevier, vol. 114(C).
    12. Benedict Bender, 2020. "The Impact of Integration on Application Success and Customer Satisfaction in Mobile Device Platforms," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(6), pages 515-533, December.
    13. Grazia Cecere & Vincent Lefrere & Fabrice Le Guel, 2022. "Third parties in the app market and economics of privacy," Economics Bulletin, AccessEcon, vol. 42(2), pages 1040-1049.
    14. Samar Binkheder & Raniah N. Aldekhyyel & Alanoud AlMogbel & Nora Al-Twairesh & Nuha Alhumaid & Shahad N. Aldekhyyel & Amr A. Jamal, 2021. "Public Perceptions around mHealth Applications during COVID-19 Pandemic: A Network and Sentiment Analysis of Tweets in Saudi Arabia," IJERPH, MDPI, vol. 18(24), pages 1-22, December.
    15. Doan, Thanh & Manenti, Fabio M. & Mariuzzo, Franco, 2023. "Platform competition in the tablet PC market: The effect of application quality," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    16. Gian Vincenzo Zuccotti & Simona Bertoli & Andrea Foppiani & Elvira Verduci & Alberto Battezzati, 2020. "COD19 and COD20: An Italian Experience of Active Home Surveillance in COVID-19 Patients," IJERPH, MDPI, vol. 17(18), pages 1-12, September.

    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:gam:jijerp:v:19:y:2022:i:22:p:14652-:d:966429. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.