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An Instrumental Variable Probit Modeling of COVID-19 Vaccination Compliance in Malawi

Author

Listed:
  • Abayomi Samuel Oyekale

    (Department of Agricultural Economics and Extension, North-West University Mafikeng Campus, Mmabatho 2735, South Africa)

  • Thonaeng Charity Maselwa

    (Department of Agricultural Economics and Extension, North-West University Mafikeng Campus, Mmabatho 2735, South Africa)

Abstract

COVID-19 remains a pressing development concern in Malawi. The third wave of viral infection upsurge raised significant concerns on people’s compliance with preventive methods already introduced by the government, among which vaccination is notable. This study analysed the factors influencing COVID-19 vaccination compliance in Malawi. The data were the ninth round of the telephone-based survey that was conducted by Malawi National Statistical Office (NSO) in 2021. The data were analysed with Instrumental Variable Probit model. The results showed that awareness of COVID-19 vaccines arrival was very high (98.19%). Additionally, 11.59% and 60.71% were already vaccinated and planning to be vaccinated, respectively. The Probit regression results showed that age of household heads, need of medical services, being worried of contracting COVID-19 and wearing of masks increased the probability of vaccination compliance, while stress indicators, being employed and not worried at all of contracting COVID-19 reduced it. It was concluded that drastic behaviour change would be needed to address corona virus pandemic in Malawi. There is the need to ensure equity across different age groups in access to vaccines. Further, interventions to ensure proper assessment of an individual’s COVID-19 risk and address psychological and emotional stress that are associated with ongoing pandemic would enhance vaccination compliance.

Suggested Citation

  • Abayomi Samuel Oyekale & Thonaeng Charity Maselwa, 2021. "An Instrumental Variable Probit Modeling of COVID-19 Vaccination Compliance in Malawi," IJERPH, MDPI, vol. 18(24), pages 1-14, December.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:24:p:13129-:d:700902
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    References listed on IDEAS

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    1. Sarah Dryhurst & Claudia R. Schneider & John Kerr & Alexandra L. J. Freeman & Gabriel Recchia & Anne Marthe van der Bles & David Spiegelhalter & Sander van der Linden, 2020. "Risk perceptions of COVID-19 around the world," Journal of Risk Research, Taylor & Francis Journals, vol. 23(7-8), pages 994-1006, August.
    2. Ewen Callaway, 2021. "Delta coronavirus variant: scientists brace for impact," Nature, Nature, vol. 595(7865), pages 17-18, July.
    3. Kao, Kristen & Lust, Ellen & Dulani, Boniface & Ferree, Karen E. & Harris, Adam S. & Metheney, Erica, 2021. "The ABCs of Covid-19 prevention in Malawi: Authority, benefits, and costs of compliance," World Development, Elsevier, vol. 137(C).
    4. Christopher L. Skeels & Larry W. Taylor, 2015. "Prediction in linear index models with endogenous regressors," Stata Journal, StataCorp LP, vol. 15(3), pages 627-644, September.
    5. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    6. James Tengatenga & Susan M. Tengatenga Duley & Cecil J. Tengatenga, 2021. "Zimitsani Moto : Understanding the Malawi COVID-19 Response," Laws, MDPI, vol. 10(2), pages 1-14, March.
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