IDEAS home Printed from https://ideas.repec.org/a/spr/jecrev/v76y2025i1d10.1007_s42973-024-00152-x.html
   My bibliography  Save this article

The role of nudge-based messages on the acceptability and download of COVID-19 contact tracing apps: survey experiments

Author

Listed:
  • Hirofumi Kurokawa

    (Kwansei Gakuin University)

  • Shusaku Sasaki

    (Osaka University)

  • Fumio Ohtake

    (Osaka University
    Osaka University)

Abstract

We investigated the effectiveness of nudge-based messages in promoting the download of contact tracing apps, particularly in the context of low uptake due to serious distrust in the product. Even in the presence of distrust towards the app, promoting downloads can be a beneficial means of preventing infection spread at a stage before pharmacological interventions, such as vaccines or therapeutic drugs, are established. Two studies were conducted with Japanese residents who had not yet downloaded any contact tracing apps. Study 1, based on smartphone location data, targeted 2690 individuals who had gone out despite public instructions to stay at home. Study 2 targeted 4126 individuals whose web-search behavior could be tracked. Nudge-based messages did not increase app downloads in either study. In Study 1, where participants were considered non-cooperative, these messages also did not enhance acceptability such as willingness to accept and intention to download the apps. Conversely, in Study 2, a more representative sample, nudge-based messages emphasizing altruism, economic losses, and medical losses increased app acceptability, although they did not increase searches related to the app's keywords.

Suggested Citation

  • Hirofumi Kurokawa & Shusaku Sasaki & Fumio Ohtake, 2025. "The role of nudge-based messages on the acceptability and download of COVID-19 contact tracing apps: survey experiments," The Japanese Economic Review, Springer, vol. 76(1), pages 195-225, January.
  • Handle: RePEc:spr:jecrev:v:76:y:2025:i:1:d:10.1007_s42973-024-00152-x
    DOI: 10.1007/s42973-024-00152-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s42973-024-00152-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s42973-024-00152-x?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. Sasaki, Shusaku & Saito, Tomoya & Ohtake, Fumio, 2022. "Nudges for COVID-19 voluntary vaccination: How to explain peer information?," Social Science & Medicine, Elsevier, vol. 292(C).
    2. Blanco, Luisa R. & Rodriguez, Luis M., 2020. "Delivering information about retirement saving among Hispanic women: two Facebook experiments," Behavioural Public Policy, Cambridge University Press, vol. 4(3), pages 343-369, November.
    3. Lunn, Peter D. & Timmons, Shane & Belton, Cameron A. & Barjaková, Martina & Julienne, Hannah & Lavin, Ciarán, 2020. "Motivating social distancing during the COVID-19 pandemic: An online experiment," Social Science & Medicine, Elsevier, vol. 265(C).
    4. Hummel, Dennis & Maedche, Alexander, 2019. "How effective is nudging? A quantitative review on the effect sizes and limits of empirical nudging studies," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 80(C), pages 47-58.
    5. Ayoung Suh & Mengjun Li, 2021. "Digital Tracing during the COVID-19 Pandemic: User Appraisal, Emotion, and Continuance Intention," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    6. Simon Munzert & Peter Selb & Anita Gohdes & Lukas F. Stoetzer & Will Lowe, 2021. "Tracking and promoting the usage of a COVID-19 contact tracing app," Nature Human Behaviour, Nature, vol. 5(2), pages 247-255, February.
    7. Vincenzo Carrieri & Maria De Paola & Francesca Gioia, 2021. "The health-economy trade-off during the Covid-19 pandemic: Communication matters," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-25, September.
    8. Shusaku Sasaki & Hirofumi Kurokawa & Fumio Ohtake, 2021. "Effective but fragile? Responses to repeated nudge-based messages for preventing the spread of COVID-19 infection," The Japanese Economic Review, Springer, vol. 72(3), pages 371-408, July.
    9. Hengchen Dai & Silvia Saccardo & Maria A. Han & Lily Roh & Naveen Raja & Sitaram Vangala & Hardikkumar Modi & Shital Pandya & Michael Sloyan & Daniel M. Croymans, 2021. "Behavioural nudges increase COVID-19 vaccinations," Nature, Nature, vol. 597(7876), pages 404-409, September.
    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. Sasaki, Shusaku & Saito, Tomoya & Ohtake, Fumio, 2022. "Nudges for COVID-19 voluntary vaccination: How to explain peer information?," Social Science & Medicine, Elsevier, vol. 292(C).
    2. Upravitelev, A., 2023. "Efficacious methods of restraining COVID-19 through behavioral public policy," Journal of the New Economic Association, New Economic Association, vol. 61(4), pages 203-222.
    3. Diane Pelly & Orla Doyle, 2022. "Nudging in the workplace: increasing participation in employee EDI wellness events," Working Papers 202208, Geary Institute, University College Dublin.
    4. Bonander, Carl & Ekman, Mats & Jakobsson, Niklas, 2022. "Vaccination nudges: A study of pre-booked COVID-19 vaccinations in Sweden," Social Science & Medicine, Elsevier, vol. 309(C).
    5. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2023. "Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(5), pages 2208110120-, January.
    6. Shusaku Sasaki & Tomoya Saito & Fumio Ohtake, 2021. "The Resilience of FDI to Natural Disasters through Industrial Linkages," Discussion Papers in Economics and Business 21-07, Osaka University, Graduate School of Economics.
    7. Yuxi Heluo & Kexin Wang & Charles W. Robson, 2023. "Do we listen to what we are told? An empirical study on human behaviour during the COVID-19 pandemic: neural networks vs. regression analysis," Papers 2311.13046, arXiv.org.
    8. Martin-Lapoirie, Dylan & McColl, Kathleen & Gallopel-Morvan, Karine & Arwidson, Pierre & Raude, Jocelyn, 2024. "Health protective behaviours during the COVID-19 pandemic: Risk adaptation or habituation?," Social Science & Medicine, Elsevier, vol. 342(C).
    9. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2022. "The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs," Papers 2206.10214, arXiv.org.
    10. Saheb, Tahereh & Sabour, Elham & Qanbary, Fatimah & Saheb, Tayebeh, 2022. "Delineating privacy aspects of COVID tracing applications embedded with proximity measurement technologies & digital technologies," Technology in Society, Elsevier, vol. 69(C).
    11. Fumio Ohtake, 2022. "Can nudges save lives?," The Japanese Economic Review, Springer, vol. 73(2), pages 245-268, April.
    12. Carattini, Stefano & Gillingham, Kenneth & Meng, Xiangyu & Yoeli, Erez, 2024. "Peer-to-peer solar and social rewards: Evidence from a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 219(C), pages 340-370.
    13. Kim, Joonkyung & Zhao, Min & Soman, Dilip, 2023. "Converging vs diverging: The effect of visual representation of goal structure on financial decisions," International Journal of Research in Marketing, Elsevier, vol. 40(2), pages 362-377.
    14. Stefano DellaVigna & Elizabeth Linos, 2022. "RCTs to Scale: Comprehensive Evidence From Two Nudge Units," Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
    15. Nils Engelbrecht & Tim-Benjamin Lembcke & Alfred Benedikt Brendel & Kilian Bizer & Lutz M. Kolbe, 2021. "The Virtual Online Supermarket: An Open-Source Research Platform for Experimental Consumer Research," Sustainability, MDPI, vol. 13(8), pages 1-25, April.
    16. Alexander K. Koch & Dan Mønster & Julia Nafziger, 2023. "Nudging in complex environments," Economics Working Papers 2023-06, Department of Economics and Business Economics, Aarhus University.
    17. Falco, Paolo & Zaccagni, Sarah, 2020. "Promoting social distancing in a pandemic: Beyond the good intentions," OSF Preprints a2nys, Center for Open Science.
    18. Yi-Chi Chang, Yevvon & Wu, Pai-Lu & Chiou, Wen-Bin, 2021. "Thoughts of social distancing experiences affect food intake and hypothetical binge eating: Implications for people in home quarantine during COVID-19," Social Science & Medicine, Elsevier, vol. 284(C).
    19. Jasper Grashuis & Theodoros Skevas & Michelle S. Segovia, 2020. "Grocery Shopping Preferences during the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(13), pages 1-10, July.
    20. Michelle W. T. Cheng & Man-Lai Leung & Christina W. M. Yu & Kevin K. M. Yue & Elaine S. C. Liu & Samuel K. W. Chu, 2021. "Sustaining Healthy Staying Communities in University Residential Halls amid Unprecedented Pandemic," Sustainability, MDPI, vol. 13(11), pages 1-17, May.

    More about this item

    Keywords

    Nudge; Contact tracing apps; COVID-19; Survey experiment;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

    Statistics

    Access and download statistics

    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:spr:jecrev:v:76:y:2025:i:1:d:10.1007_s42973-024-00152-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.