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Investigating the ‘Bolsonaro effect’ on the spread of the Covid-19 pandemic: an empirical analysis of observational data in Brazil
Mireille RAZAFINDRAKOTO
François ROUBAUD
Marta Castilho
Valeria Pero
Joao Saboia
Acceso Abierto
Atribución-NoComercial-SinDerivadas
https://doi.org/10.1101/2023.07.07.23292354
medrxiv.org/content/10.1101/2023.07.07.23292354v1
Brazil counts among the countries the hardest hit by the Covid-19 pandemic. A great deal has been said about the negative role played by President Bolsonaro's denialism, but relatively few studies have attempted to measure precisely what impact it actually had on the pandemic. Our paper conducts econometric estimates based on observational data at municipal level to quantitatively assess the ‘Bolsonaro effect’ over time from March 2020 to December 2022. To our knowledge, this paper presents the most comprehensive investigation of Bolsonaro’s influence in the spread of the pandemic from two angles: considering Covid-19 mortality and two key transmission mitigation channels (social distancing and vaccination); and exploring the full pandemic cycle (2020-2022) and its dynamics over time. Controlling for a rich set of relevant variables, our results find a strong and persistent ‘Bolsonaro effect’ on the death rate: municipalities that were more pro-Bolsonaro recorded significantly more fatalities. Furthermore, evidence suggests that the president’s attitude and decisions negatively influenced the population’s behaviour. Firstly, pro-Bolsonaro municipalities presented a lower level of compliance with social distancing measures. Secondly, vaccination was relatively less widespread in places more in favour of the former president. Finally, our analysis points to longer-lasting and damaging repercussions. Regression results are consistent with the hypothesis that the ‘Bolsonaro effect’ impacted not only on Covid-19 vaccination, but has affected vaccination campaigns in general thereby jeopardizing the historical success of the National Immunization Program in Brazil.
bioRxiv
12-07-2023
Preimpreso
Inglés
Público en general
VIRUS RESPIRATORIOS
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