Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2026 Jan;35(1):36-51.
doi: 10.1002/hec.70037. Epub 2025 Sep 24.

Vaccination and Risk Aversion: Evidence From a Flu Vaccination Campaign

Affiliations

Vaccination and Risk Aversion: Evidence From a Flu Vaccination Campaign

Clémentine Garrouste et al. Health Econ. 2026 Jan.

Abstract

We examine the causal effect of a French flu vaccination campaign on vaccination behavior. Individuals aged 65 and over receive an invitation letter with a voucher for a free flu shot, while those who are not eligible have to cover the costs themselves. Using a Fuzzy Regression Discontinuity Design, we find that receiving the invitation letter with the voucher leads to a significant increase in the likelihood of getting vaccinated. This effect is driven by individuals who are risk-averse. As illustrated in our theoretical model, for them, the costs of influenza infection outweigh the costs of the vaccine's side effects.

Keywords: influenza; regression discontinuity design; risk aversion; vaccination campaign.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflicts of interest.

Figures

FIGURE 1
FIGURE 1
Timeline of the 2013–2014 national influenza campaign.
FIGURE 2
FIGURE 2
Percentage of individuals with a chronic disease by age (in months) on the whole sample ‐ zero cutoff for the 65 years old and bandwidth of 44 months. Source: ESPS 2014.
FIGURE 3
FIGURE 3
Flu vaccination invitation rate by age, on the whole sample. (a) Flu vaccination invitation rate by age (in years). (b) Flu vaccination invitation rate by age (in months) ‐ zero cutoff for the 65 years old and bandwidth of 44 months. Source: ESPS 2014.
FIGURE 4
FIGURE 4
Flu vaccination rate by age, on the whole sample. (a) Flu vaccination rate, by age in years. (b) Flu vaccination rate by age in months ‐ zero cutoff for the 65 years old and bandwidth of 44 months. Source: ESPS 2014.
FIGURE 5
FIGURE 5
Observed proportion of risk‐averse individuals in the threshold‐based sample, and estimated proportions among the sub‐populations of compliers, never‐takers and always takers. The proportions of risk‐averse individuals in all groups are estimated using the approach presented in Marbach and Hangartner (2020). Bootstrapped 95% confidence intervals are provided. Source: ESPS 2014.
FIGURE 6
FIGURE 6
Regression discontinuity estimates of Equation (3), using different bandwidths. (a) Point estimates using different bandwidths ‐ whole sample. (b) Point estimates using different bandwidths ‐ threshold‐based sample. Estimates are obtained using a non‐parametric specification; 95% confidence intervals are presented. Source: ESPS 2014.
FIGURE 7
FIGURE 7
Regression discontinuity estimates of Equation (5), using different bandwidths ‐ point estimates for risk averse individuals. (a) Point estimates using different bandwidths ‐ whole sample. (b) Point estimates using different bandwidths ‐ threshold‐based sample. Estimates are obtained using a non‐parametric specification; 95% confidence intervals are presented. Source: ESPS 2014.

References

    1. Abrevaya, J. , and Mulligan K.. 2011. “Effectiveness of State‐Level Vaccination Mandates: Evidence From the Varicella Vaccine.” Journal of Health Economics 30, no. 5: 966–976. 10.1016/j.jhealeco.2011.06.003. - DOI - PubMed
    1. Anderson, L. R. , and Mellor J. M.. 2008. “Predicting Health Behaviors With an Experimental Measure of Risk Preference.” Journal of Health Economics 27, no. 5: 1260–1274. 10.1016/j.jhealeco.2008.05.011. - DOI - PubMed
    1. Barreca, A. , Lindo J., and Waddell G.. 2016. “Heaping‐Induced Bias in Regression‐Discontinuity Designs.” Economic Inquiry 54, no. 1: 268–293. 10.1111/ecin.12225. - DOI
    1. Bonin, H. , Dohmen T., Falk A., Huffman D., and Sunde U.. 2007. “Cross‐sectional Earnings Risk and Occupational Sorting: The Role of Risk Attitudes.” Labour Economics 14, no. 6: 926–937. 10.1016/j.labeco.2007.06.007. - DOI
    1. Bouckaert, N. , Gielen A. C., and Van Ourti T.. 2020. “It Runs in the Family–Influenza Vaccination and Spillover Effects.” Journal of Health Economics 74: 102386. 10.1016/j.jhealeco.2020.102386. - DOI - PubMed

Substances