Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Nationwide demonstration of improved COVID-19 vaccination uptake through behavioural reminders

Abstract

Here we report the results of two nationwide randomized controlled trials. By refining behavioural-science-informed text messages notifying patients of their vaccine eligibility, we observed improvements in vaccination rates. The randomized controlled trials involved adults aged 40–44 years (n = 1,825,937) and 24–29 years (n = 2,174,064) in England. Messages emphasizing ‘Top of queue’ status led to small, but policy-relevant, increases in vaccination rates in both the 40–44 age group (odds ratio 1.02, 95% confidence interval 1.01–1.03) and the 24–29 age group (odds ratio 1.02, 95% confidence interval 1.01–1.04). Consequently, the ‘Top of queue’ message was nationally rolled out to other age groups. These findings demonstrate the potential of ‘queue’ framing in relevant contexts and the value of rigorous testing of public health messaging.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Trial profile for study 1.
Fig. 2: Adjusted percentage point change in vaccination rate within 14 days for each treatment text message reminder compared with control text message reminder in study 1, with 95% CIs.
Fig. 3: Trial profile for study 2.
Fig. 4: Adjusted percentage point change in vaccination rate within 14 days for each treatment text message reminder compared with control text message reminder in study 2, with 95% CIs.

Similar content being viewed by others

Data availability

All data requests should be submitted to NHS England (the data controller) for consideration. Access to the raw anonymized data may be granted for non-commercial research at the discretion of NHS England. Further information can be obtained from the corresponding author.

Code availability

Custom code that supports the findings of this study is available via GitHub at https://github.com/BehaviouralInsights/Nature-Human-Behaviour-Beherendt-et-al-2005.

References

  1. Jacobson Vann, J. et al. Patient reminder and recall interventions to improve immunization rates. Cochrane Database Syst. Rev. 1, CD003941 (2018).

    PubMed  Google Scholar 

  2. Hallsworth, M. et al. Stating appointment costs in SMS reminders reduces missed hospital appointments: findings from two randomised controlled trials. PLoS ONE 10, e0137306 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  3. Milkman, K. et al. A megastudy of text-based nudges encouraging patients to get vaccinated at an upcoming doctor’s appointment. Proc. Natl Acad. Sci. USA 118, e2101165118 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  4. Dai, H. et al. Behavioral nudges increase COVID-19 vaccinations. Nature 597, 404–409 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  5. Strategy to Achieve Global COVID-19 Vaccination by Mid-2022 (WHO, 2021); https://www.who.int/publications/m/item/strategy-to-achieve-global-covid-19-vaccination-by-mid-2022

  6. Brewer, N. et al. Increasing vaccination: putting psychological science into action. Psychol. Sci. Public Interest 18, 149–207 (2017).

    Article  PubMed  Google Scholar 

  7. Sheeran, P. Intention–behavior relations: a conceptual and empirical review. Eur. Rev. Soc. Psychol. 12, 1–36 (2002).

    Article  Google Scholar 

  8. Webb, T. & Sheeran, P. Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence. Psychol. Bull. 132, 249–268 (2006).

    Article  PubMed  Google Scholar 

  9. Smith, L. et al. Psychological factors associated with uptake of the childhood influenza vaccine and perception of post-vaccination side-effects: a cross-sectional survey in England. Vaccine 35, 1936–1945 (2017).

    Article  PubMed  Google Scholar 

  10. Campos-Mercade, P. et al. Monetary incentives increase COVID-19 vaccinations. Science 374, 879–882 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  11. Schneider, F. et al. Financial incentives for vaccination do not have negative unintended consequences. Nature 613, 526–533 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  12. Patel, M. et al. Effect of text message reminders and vaccine reservations on adherence to a health system COVID-19 vaccination policy: a randomized clinical trial. JAMA Netw. Open 5, e2222116 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  13. Chapman, G. et al. Opting in vs opting out of influenza vaccination. JAMA 304, 43–44 (2010).

    Article  PubMed  Google Scholar 

  14. Milkman, K. et al. Using implementation intentions prompts to enhance influenza vaccination rates. Proc. Natl Acad. Sci. USA 108, 10415–10420 (2011).

    Article  PubMed  PubMed Central  Google Scholar 

  15. Reminder Systems for Immunizations and Preventive Services (Agency for Healthcare Research and Quality, 2017); https://www.ahrq.gov/sites/default/files/wysiwyg/cahps/quality-improvement/improvement-guide/6-strategies-for-improving/health-promotion-education/cahps-strategy-6-r.pdf

  16. Esposito, S. et al. Barriers to the vaccination of children and adolescents and possible solutions. Clin. Microbiol. Infect. 20, 25–31 (2014).

    Article  PubMed  Google Scholar 

  17. Pereira, J. et al. Barriers to the use of reminder/recall interventions for immunizations: a systematic review. BMC Med. Inform. Decis. Mak. 12, 145 (2012).

    Article  PubMed  PubMed Central  Google Scholar 

  18. Rabb, N. et al. Evidence from a statewide vaccination RCT shows the limits of nudges. Nature 604, E1–E7 (2022).

    Article  PubMed  Google Scholar 

  19. Thomas, R. & Lorenzetti, D. Interventions to increase influenza vaccination rates of those 60 years and older in the community. Cochrane Database Syst. Rev. 5, 1465–1858 (2018).

    Google Scholar 

  20. Kempe, A. et al. Population-based versus practice-based recall for childhood immunizations: a randomized controlled comparative effectiveness trial. Am. J. Public Health 103, 1116–1123 (2013).

    Article  PubMed  PubMed Central  Google Scholar 

  21. Hawe, P. et al. Randomised controlled trial of the use of a modified postal reminder card on the uptake of measles vaccination. Arch. Dis. Child. 79, 136–140 (1998).

    Article  PubMed  PubMed Central  Google Scholar 

  22. Milkman, K. et al. A 680,000-person megastudy of nudges to encourage vaccination in pharmacies. Proc. Natl Acad. Sci. USA 119, e2115126119 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  23. Buttenheim, A. et al. Effects of ownership text message wording and reminders on receipt of an influenza vaccination: a randomized clinical trial. JAMA Netw. Open 5, e2143388 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  24. How you will be contacted for your coronavirus (COVID-19) vaccination. NHS England https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/how-you-will-be-contacted/ (2021).

  25. Third Quarterly Report on Progress to Address COVID-19 Health Inequalities (Cabinet Office Race Disparity Unit, 2021); https://www.gov.uk/government/publications/third-quarterly-report-on-progress-to-address-covid-19-health-inequalities/third-quarterly-report-on-progress-to-address-covid-19-health-inequalities

  26. Independent Report: JCVI Final Statement on Phase 2 of the COVID-19 Vaccination Programme (Department of Health and Social Care, 2021); https://www.gov.uk/government/publications/priority-groups-for-phase-2-of-the-coronavirus-covid-19-vaccination-programme-advice-from-the-jcvi/jcvi-final-statement-on-phase-2-of-the-covid-19-vaccination-programme-13-april-2021

  27. Imas, A. & Madarász, K. Superiority-seeking and the preference for exclusion. Rev. Econ. Stud. 91, 2347–2386 (2024).

    Article  Google Scholar 

  28. Statistical Bulletin Coronavirus and Vaccine Hesitancy, Great Britain: 28 April to 23 May 2021 (Office for National Statistics, 2021); https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/bulletins/coronavirusandvaccinehesitancygreatbritain/28aprilto23may2021

  29. Moehring, A. et al. Providing normative information increases intentions to accept a COVID-19 vaccine. Nat. Commun. 14, 126 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  30. Freeman, D. et al. Effects of different types of written vaccination information on COVID-19 vaccine hesitancy in the UK (OCEANS-III): a single-blind, parallel-group, randomised controlled trial. Lancet Public Health 6, e416–e427 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  31. Wise, J. Monkeypox: UK to run out of vaccine doses by next week. Br. Med. J. 378, o2053 (2022).

    Article  Google Scholar 

  32. COVID autumn booster vaccine 2023: everything you need to know. Department of Health and Social Care https://healthmedia.blog.gov.uk/2023/08/08/covid-autumn-booster-vaccine-2023-everything-you-need-to-know/ (2023).

  33. Lee, D. et al. Association of vaccine stockout with immunisation coverage in low-income and middle-income countries: a retrospective cohort study. BMJ Open 13, e072364 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

The trials were funded by the UK Department of Health and Social Care and NHS England and NHS Improvement. We thank C. Bemand, M. Egan, H. Fowler, C. Gilbert, Z. Goozee, M. Hallsworth, I. Ifeacho, M. Kane, B. King, C. Kume-Holland, J. Lawrence, I. McAloon, T. McMaster, S. Merriam, R. Rackham, B. Reitsma, A. Sandrawich, P. Shrestha, V. Susanina, A. Sutherland, J. Tilbury, J. Whitwell-Mak, D. Wilson, A. Worsley and F. Young for their contributions.

Author information

Authors and Affiliations

Authors

Contributions

H.B., G.T., Y.X., H.H., N.G., D.W., R.R. and R.S. conceived the study and contributed to the study design. H.B., G.T. and Y.X. developed the trial protocol. H.B. and G.T. were responsible for the study implementation and project management for studies 1 and 2. G.T., L.T. and Y.X. conducted the statistical analysis for study 1. G.T. and Y.X. conducted the statistical analysis for study 1. H.B., G.T., L.T. and Y.X. contributed to the interpretation of the data and the writing of the paper. All authors were responsible for editing and approving the paper.

Corresponding author

Correspondence to Hannah Behrendt.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Human Behaviour thanks Gretchen Chapman and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Supplementary methods, results, Figs. 1 and 2 and Tables 1–16.

Supplementary Table 1

Supplementary tables—exploratory analysis of heterogeneous treatment effects.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Behrendt, H., Tagliaferri, G., Tankelevitch, L. et al. Nationwide demonstration of improved COVID-19 vaccination uptake through behavioural reminders. Nat Hum Behav (2025). https://doi.org/10.1038/s41562-025-02165-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1038/s41562-025-02165-x

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing