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Pre-booked vaccination appointments as a nudge: Evidence from a nationwide intervention

Author

Listed:
  • Moeller, Jakob
  • Halla, Martin
  • Thomas, Tobias

Abstract

We study the effect of pre-booked COVID-19 vaccination appointments using a na- tionwide campaign in Austria. Leveraging administrative microdata on more than 450,000 initially unvaccinated adults, we exploit cross-state variation in program participation and staggered appointment timing in a difference-in-differences de- sign. Pre-booked appointments increase vaccination on the appointment day by 0.8 percentage points (8 per 1,000), with no evidence of intertemporal substitution. Effects are larger for socio-economically disadvantaged individuals and substan- tially weaker in areas with stronger vaccine skepticism. The findings suggest that behavioral interventions are effective when low uptake reflects frictions, but have limited impact when driven by entrenched skepticism.

Suggested Citation

  • Moeller, Jakob & Halla, Martin & Thomas, Tobias, 2026. "Pre-booked vaccination appointments as a nudge: Evidence from a nationwide intervention," DICE Discussion Papers 436, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  • Handle: RePEc:zbw:dicedp:341426
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    References listed on IDEAS

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    1. Marta Serra-Garcia & Nora Szech, 2023. "Incentives and Defaults Can Increase COVID-19 Vaccine Intentions and Test Demand," Management Science, INFORMS, vol. 69(2), pages 1037-1049, February.
    2. 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).
    3. Talia Goren & Itai Beeri & Dana R. Vashdi, 2023. "Framing policies to mobilize citizens' behavior during a crisis: Examining the effects of positive and negative vaccination incentivizing policies," Regulation & Governance, John Wiley & Sons, vol. 17(2), pages 570-591, April.
    4. Orhan Erdem & Sukran Erdem & Kelly Monson, 2023. "Children, vaccines, and financial incentives," International Journal of Health Economics and Management, Springer, vol. 23(4), pages 537-552, December.
    5. Barber, Andrew & West, Jeremy, 2022. "Conditional cash lotteries increase COVID-19 vaccination rates," Journal of Health Economics, Elsevier, vol. 81(C).
    6. Nathaniel Rabb & Megan Swindal & David Glick & Jake Bowers & Anna Tomasulo & Zayid Oyelami & Kevin H. Wilson & David Yokum, 2022. "Evidence from a statewide vaccination RCT shows the limits of nudges," Nature, Nature, vol. 604(7904), pages 1-7, April.
    7. Katya Tentori & Stefania Pighin & Giulia Giovanazzi & Andrea Grignolio & Benjamin Timberlake & Antonio Ferro, 2022. "Nudging COVID-19 Vaccine Uptake by Changing the Default: A Randomized Controlled Trial," Medical Decision Making, , vol. 42(6), pages 837-841, August.
    8. Giulio Grossi, 2023. "The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1351-1375, October.
    9. David Yokum & Julie C. Lauffenburger & Roya Ghazinouri & Niteesh K. Choudhry, 2018. "Letters designed with behavioural science increase influenza vaccination in Medicare beneficiaries," Nature Human Behaviour, Nature, vol. 2(10), pages 743-749, October.
    10. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    11. Katherine L. Milkman & Sean F. Ellis & Dena M. Gromet & Youngwoo Jung & Alex S. Luscher & Rayyan S. Mobarak & Madeline K. Paxson & Ramon A. Silvera Zumaran & Robert Kuan & Ron Berman & Neil A. Lewis &, 2024. "Megastudy shows that reminders boost vaccination but adding free rides does not," Nature, Nature, vol. 631(8019), pages 179-188, July.
    12. Andreas Steinmayr & Manuel Rossi, 2024. "Vaccine‐skeptic physicians and patient vaccination decisions," Health Economics, John Wiley & Sons, Ltd., vol. 33(3), pages 509-525, March.
    13. Carney, Kevin & Rosenzweig, Leah R. & Wong, Wendy N. & Akech, Florence & Otieno, James & Maffioli, Elisa M., 2025. "Can SMS interventions increase vaccination? Evidence from the COVID-19 pandemic in Kenya," Journal of Development Economics, Elsevier, vol. 174(C).
    14. 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.
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    Keywords

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    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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