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Prevalence, predictors and reasons for COVID-19 vaccine hesitancy: Results of a global online survey

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  • Candio, Paolo
  • Violato, Mara
  • Clarke, Philip M
  • Duch, Raymond
  • Roope, Laurence SJ

Abstract

Vaccine hesitancy has the potential to cripple efforts to end the COVID-19 pandemic. Policy makers need to be informed about the scale, nature and drivers of this problem, both domestically and globally, so that effective interventions can be designed. To this end, we conducted a statistical analysis of data from the CANDOUR survey (n = 15,536), which was carried out in 13 countries representing approximately half of the global population. Both pooled and country-level ordered regression models were estimated to identify predictors of vaccine hesitancy and reasons for not getting vaccinated. We found high levels of hesitancy, particularly in high-income countries. Factors driving moderate hesitancy differed from those driving extreme hesitancy. A lack of trust in health care providers was consistently the underlying driver of more extreme hesitancy. Predictors of moderate hesitancy varied across countries, though being younger and female was typically associated with greater hesitancy. While political ideology played a role in vaccine hesitancy in some countries, this effect was often moderated by income level, particularly in the US. Overall, the results suggest that different interventions such as mass-media campaigns and monetary incentives may be needed to target the moderately versus extremely hesitant. The lack of trust in health care professionals that drives extreme hesitancy may reflect deep societal mistrust in science and institutions and be challenging to overcome.

Suggested Citation

  • Candio, Paolo & Violato, Mara & Clarke, Philip M & Duch, Raymond & Roope, Laurence SJ, 2023. "Prevalence, predictors and reasons for COVID-19 vaccine hesitancy: Results of a global online survey," Health Policy, Elsevier, vol. 137(C).
  • Handle: RePEc:eee:hepoli:v:137:y:2023:i:c:s016885102300180x
    DOI: 10.1016/j.healthpol.2023.104895
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    References listed on IDEAS

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    1. Clarke, Philip & Loewen, Peter & Bonnefon, Jean-François & Melegaro, Alessia & Friedman, Jorge & Violato, Mara & Barnett, Adrian & Duch, Raymond & Roope, Laurence, 2021. "Public opinion on global rollout of COVID-19 vaccines," TSE Working Papers 21-1214, Toulouse School of Economics (TSE).
    2. Andrew Lewis & Raymond Duch, 2021. "Gender differences in perceived risk of COVID‐19," Social Science Quarterly, Southwestern Social Science Association, vol. 102(5), pages 2124-2133, September.
    3. Christie Aschwanden, 2021. "Five reasons why COVID herd immunity is probably impossible," Nature, Nature, vol. 591(7851), pages 520-522, March.
    4. Raymond Duch & Laurence S. J. Roope & Mara Violato & Matias Fuentes Becerra & Thomas S. Robinson & Jean-Francois Bonnefon & Jorge Friedman & Peter John Loewen & Pavan Mamidi & Alessia Melegaro & Maria, 2021. "Citizens from 13 countries share similar preferences for COVID-19 vaccine allocation priorities," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(38), pages 2026382118-, September.
    5. Christie Aschwanden, 2020. "The false promise of herd immunity for COVID-19," Nature, Nature, vol. 587(7832), pages 26-28, November.
    6. Shalabh, 2021. "Statistical inference via data science," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 1155-1155, July.
    7. Solís Arce, Julio S. & Warren, Shana S. & Meriggi, Niccolò F. & Scacco, Alexandra & McMurry, Nina & Voors, Maarten & Syunyaev, Georgiy & Malik, Amyn Abdul & Aboutajdine, Samya & Adeojo, Opeyemi & Anig, 2021. "COVID-19 vaccine acceptance and hesitancy in low- and middle-income countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27, pages 1-1.
    8. Rowland J. O. Ekeocha, 2021. "The Statistics of the Bible," International Journal of Sciences, Office ijSciences, vol. 10(04), pages 17-21, April.
    9. Bercedis Peterson & Frank E. Harrell, 1990. "Partial Proportional Odds Models for Ordinal Response Variables," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 39(2), pages 205-217, June.
    10. Richard Williams, 2006. "Generalized ordered logit/partial proportional odds models for ordinal dependent variables," Stata Journal, StataCorp LP, vol. 6(1), pages 58-82, March.
    11. Fu Gu & Yingwen Wu & Xinyu Hu & Jianfeng Guo & Xiaohan Yang & Xinze Zhao, 2021. "The Role of Conspiracy Theories in the Spread of COVID-19 across the United States," IJERPH, MDPI, vol. 18(7), pages 1-14, April.
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