USING A NATURAL EXPERIMENT TO ASSESS THE SHORT-RUN COSTS AND EFFECTIVENESS OF INTENSIFYING SOCIAL ISOLATION AT THE BEGINNING OF THE COVID-19 PANDEMIC
DOI:
https://doi.org/10.38116/ppp68art5Palavras-chave:
covid-19, social isolation, difference in differences, cost-benefit analysisResumo
After imposing restrictive measures when the first cases of covid-19 were identified in the state, the government of Rio Grande do Sul, through State Decree No. 55,184 of April 15, 2020, gave discretionary power to the municipalities to adopt or abolish restrictive measures to economic activities, in particular, related to the retail of goods and services with face-to-face customer service. This article uses the natural experiment created by this decree to evaluate the costs and benefits of intensifying social isolation when there is no identified outbreak. To achieve this goal, this article uses sales information with electronic invoices and covid-19 cases, hospitalizations, and deaths to estimate models of difference in differences with weekly panel data from March 22 to May 16, 2020. The results show that the short-run economic costs of intensifying social isolation were around BRL 889 thousand per day. At the same time, the short-run benefits of reducing cases, hospitalizations, and deaths caused by covid-19 were small and not statistically significant. Therefore, the article concludes that, without an outbreak, the economic costs of intensifying social isolation were relevant and consistent. At the same time, their benefits in terms of health outcomes were small and uncertain.
Referências
ALVAREZ, F.; ARGENTE, D.; LIPPI, F. A Simple Planning Problem for COVID-19 Lock-down, Testing, and Tracing. American Economic Review: Insights, v. 3, n. 3, p. 367–382, 2021.
ANDERSON, R.M.; HEESTERBEEK, H.; et al. How will country-based mitigation measures influence the course of the COVID-19 epidemic? The Lancet, v. 395, n. 10228, p. 931–934, 2020. Elsevier.
ANGRIST, J. D.; PISCHKE, J.-S. Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press, 2008.
BERTRAND, M.; DUFLO, E.; MULLAINATHAN, S. How Much Should We Trust Differences-In-Differences Estimates? The Quarterly Journal of Economics, v. 119, n. 1, p. 249–275, 2004.
BJØRNSKOV, C. Did Lockdown Work? An Economist’s Cross-Country Comparison. CESifo Economic Studies, n. ifab003, 2021.
BORN, B.; DIETRICH, A. M.; MÜLLER, G. J. The lockdown effect: A counterfactual for Sweden. Plos One, v. 16, n. 4, p. e0249732, 2021. Public Library of Science.
CALLAWAY, B.; SANT’ANNA, P. H. C. Difference-in-Differences with multiple time periods. Journal of Econometrics, v. 225, n. 2, p. 200–230, 2021.
CALLAWAY, B.; GOODMAN-BACON, A.; SANT’ANNA, P. H. C. Difference-in-Differences with a Continuous Treatment. arXiv:2107.02637 [econ], 2021. Available from: <http://arxiv.org/abs/2107.02637>. Accessed: 9/4/2022.
DAVE, D.; FRIEDSON, A. I.; MATSUZAWA, K.; SABIA, J. J. When Do Shelter-in-Place Orders Fight Covid-19 Best? Policy Heterogeneity Across States and Adoption Time. Economic Inquiry, v. 59, n. 1, p. 29–52, 2021.
EICHENBAUM, M.S.; REBELO, S.; TRABANDT, M. The Macroeconomics of Epidemics. Working Paper, National Bureau of Economic Research, 2020.
FANG, H.; WANG, L.; YANG, Y. Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China. Journal of Public Economics, v. 191, p. 104272, 2020.
FARBOODI, M.; JAROSCH, G.; SHIMER, R. Internal and external effects of social distancing in a pandemic. Journal of Economic Theory, v. 196, p. 105293, 2021.
FLAXMAN, S.; MISHRA, S.; GANDY, A.; et al. Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe. Nature, v. 584, n. 7820, p. 257–261, 2020. Nature Publishing Group.
FONG, M. W.; GAO, H.; WONG, J. Y.; et al. Nonpharmaceutical Measures for Pandemic Influenza in Nonhealthcare Settings—Social Distancing Measures - Volume 26, Number 5—May 2020 - Emerging Infectious Diseases journal - CDC. Available in: <https://wwwnc.cdc.gov/eid/article/26/5/19-0995_article>. Accessed: 1/5/2020.
FRIEDSON, A. I.; MCNICHOLS, D.; SABIA, J. J.; DAVE, D. Shelter-in-Place Orders and Public Health: Evidence from California During the Covid-19 Pandemic. Journal of Policy Analysis and Management, v. 40, n. 1, p. 258–283, 2021.
GUERRIERI, V.; LORENZONI, G.; STRAUB, L.; WERNING, I. Macroeconomic Implications of Covid-19: Can Negative Supply Shocks Cause Demand Shortages? American Economic Review. Forthcoming.
GOODMAN-BACON, A.; MARCUS, J. Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies. SSRN Scholarly Paper, Rochester, NY: Social Science Research Network, 2020.
GUPTA, S.; NGUYEN, T.; RAMAN, S.; et al. Tracking Public and Private Responses to the COVID-19 Epidemic: Evidence from State and Local Government Actions. American Journal of Health Economics, v. 7, n. 4, p. 361–404, 2021. The University of Chicago Press.
HAMMITT, J. K. Positive versus Normative Justifications for Benefit-Cost Analysis: Implications for Interpretation and Policy. Review of Environmental Economics and Policy, v. 7, n. 2, p. 199–218, 2013. Oxford Academic.
HERBY, J.; JONUNG, L.; HANKE, S. A Literature Review and Meta-Analysis of the Effects of Lockdowns on COVID-19 Mortality. The Johns Hopkins Institute for Applied Economics, Global Health, and the Study of Business Enterprise, 2022.
LAUER, S.A.; GRANTZ, K. H.; BI, Q.; et al. The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application. Annals of Internal Medicine, 2020.
LECHNER, M. The Estimation of Causal Effects by Difference-in-Difference Methods. Foundations and Trends(R) in Econometrics, v. 4, n. 3, p. 165–224, 2011.
OLIVEIRA, C. Does "Staying at Home" Save Lives? An Estimation of the Impacts of Social Isolation in the Registered Cases and Deaths by COVID-19 in Brazil. SSRN Scholarly Paper, Rochester, NY: Social Science Research Network, 2020a.
OLIVEIRA, C. A Preliminary Estimation of the Economic Costs of Lockdown in the Rio Grande do Sul. Public Service Review, v. 1, p. 1–17, 2020b.
SHOGREN, J. F.; THUNSTRÖM, L. Do We Need a New Behavioral Benchmark for BCA? Journal of Benefit-Cost Analysis, v. 7, n. 1, p. 92–106, 2016. Cambridge University Press.
SUNSTEIN, C. R. Valuing Life: Humanizing the Regulatory State. University of Chicago Press, 2014.
WEILL, J. A.; STIGLER, M.; DESCHENES, O.; SPRINGBORN, M. R. Researchers’ Degrees-of-Flexibility and the Credibility of Difference-in-Differences Estimates: Evidence from the Pandemic Policy Evaluations. Working Paper 29550, National Bureau of Economic Research, 2021.
Downloads
Publicado
Como Citar
Edição
Seção
Licença
Copyright (c) 2025 Alguns direitos reservados

Este trabalho está licenciado sob uma licença Creative Commons Attribution-NoDerivatives 4.0 International License.
Autores que publicam nesta revista concordam com os seguintes termos:
Autores mantém os direitos autorais e concedem à revista o direito de primeira publicação, com o trabalho simultaneamente licenciado sob a Creative Commons Attribution License (CC-BY), permitindo o compartilhamento do trabalho com reconhecimento da autoria do trabalho e publicação inicial nesta revista.
Autores têm autorização para assumir contratos adicionais separadamente, para distribuição não-exclusiva da versão do trabalho publicada nesta revista (ex.: publicar em repositório institucional ou como capítulo de livro), com reconhecimento de autoria e publicação inicial nesta revista.
Autores têm permissão e são estimulados a publicar e distribuir seu trabalho online (ex.: em repositórios institucionais ou na sua página pessoal) a qualquer ponto antes ou durante o processo editorial, já que isso pode gerar alterações produtivas, bem como aumentar o impacto e a citação do trabalho publicado.
A PPP não paga royalties de direitos autorais. Os nomes de seus autores são resguardados até a publicação online. Não há proibição na reprodução/cópia dos textos; entretanto, é necessário que seja citada a fonte quando da citação e/ou divulgação total ou parcial das matérias publicadas. Caso não seja cumprida esta orientação, o editor, em nome do Instituto de Pesquisa Econômica Aplicada (Ipea), fará uma advertência por escrito àquele que desrespeitou este regulamento.
Todo o conteúdo publicado pela PPP em Revista está licenciado com uma Licença Creative Commons Atribuição 4.0 Internacional.