TY - JOUR
T1 - The effect of COVID-19 on the economy
T2 - Evidence from an early adopter of localized lockdowns
AU - Asahi, Kenzo
AU - Undurraga, Eduardo A.
AU - Valdés, Rodrigo
AU - Wagner, Rodrigo
N1 - Funding Information:
Acknowledgments: We thank Sebastian Piña (Universidad de Chile) for excellent research assistance, Paula Aguirre (Pon-tificia Universidad Católica de Chile) for help with Figure 1, and the Servicio de Impuestos Internos (Chilean Tax Authority) for the local Value-added-tax data. Our research uses public administrative data collected by the Chilean government. Data were aggregated at the municipality level, and subjects cannot be identified directly or through identifiers. It is considered exempt by the Comite Ético Científico of Pontificia Universidad Católica de Chile. The data on VAT used for this study is available from the corresponding author upon reasonable request and with permission of the tax authority. Funding information: This research was supported by the Agencia Nacional de Investigación y Desarrollo (ANID) Project ANID-COVID-0377 to KA and RW; ANID Millennium Science Initiative Program MICROB-R [NCN17_081] and MLIV [NCS17_062] to EU; Fondo Nacional de Desarrollo Científico y Tecnológico (FONDECYT) [Grant 11191206] to RW; Centre for Sustainable Urban Development (CEDEUS), ANID Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias (FONDAP) [Grant 15110020] to KA; and Research Center for Integrated Disaster Risk Management (CIGIDEN), ANID FONDAP [Grant 15110017] to RV and EU. Authorship contributions: KA, EU, RV and RW contributed to the design and implementation of the research, to the analysis of the results and to the writing of the manuscript. Competing interests: The authors completed the Unified Competing Interest form at www.icmje.org/coi_disclosure.pdf (available upon request from the corresponding author), and declare no conflicts of interest. Additional material Online Supplementary Document
Publisher Copyright:
© 2021. All Rights Reserved.
PY - 2021
Y1 - 2021
N2 - Background Governments worldwide have implemented large-scale non-pharmaceutical interventions, such as social distancing or school closures, to prevent and control the growth of the COVID-19 pandemic. These strategies, implemented with varying stringency, have imposed substantial social and economic costs to society. As some countries begin to reopen and ease mobility restrictions, lockdowns in smaller geographic areas are increasingly considered an attractive policy intervention to mitigate societal costs while controlling epidemic growth. Nevertheless, there is a lack of empirical evidence to support these decisions. Methods Drawing from a rich data set of localized lockdowns in Chile, we used econometric methods to measure the reduction in local economic activity from lockdowns when applied to smaller or larger geographical areas. We measured economic activity by tax collection at the municipality-level. Results Our results show that lockdowns were associated with a 10%-15% drop in local economic activity, which is twice the reduction in local economic activity suffered by municipalities that were not under lockdown. A three-to-four-month lockdown had a similar effect on economic activity than a year of the 2009 great recession. We found costs are proportional to the population under lockdown, without differences when lockdowns were measured at the municipality or citywide levels. Conclusions Our findings suggest that localized lockdowns have a large effect on local economic activity, but these effects are proportional to the population under lockdown. Our results suggest that epidemiological criteria should guide decisions about the optimal size of lockdown areas since the proportional impact of lockdowns on the economy seems to be unchanged by scale.
AB - Background Governments worldwide have implemented large-scale non-pharmaceutical interventions, such as social distancing or school closures, to prevent and control the growth of the COVID-19 pandemic. These strategies, implemented with varying stringency, have imposed substantial social and economic costs to society. As some countries begin to reopen and ease mobility restrictions, lockdowns in smaller geographic areas are increasingly considered an attractive policy intervention to mitigate societal costs while controlling epidemic growth. Nevertheless, there is a lack of empirical evidence to support these decisions. Methods Drawing from a rich data set of localized lockdowns in Chile, we used econometric methods to measure the reduction in local economic activity from lockdowns when applied to smaller or larger geographical areas. We measured economic activity by tax collection at the municipality-level. Results Our results show that lockdowns were associated with a 10%-15% drop in local economic activity, which is twice the reduction in local economic activity suffered by municipalities that were not under lockdown. A three-to-four-month lockdown had a similar effect on economic activity than a year of the 2009 great recession. We found costs are proportional to the population under lockdown, without differences when lockdowns were measured at the municipality or citywide levels. Conclusions Our findings suggest that localized lockdowns have a large effect on local economic activity, but these effects are proportional to the population under lockdown. Our results suggest that epidemiological criteria should guide decisions about the optimal size of lockdown areas since the proportional impact of lockdowns on the economy seems to be unchanged by scale.
UR - http://www.scopus.com/inward/record.url?scp=85100151126&partnerID=8YFLogxK
U2 - 10.7189/jogh.11.05002
DO - 10.7189/jogh.11.05002
M3 - Article
C2 - 33643635
AN - SCOPUS:85100151126
SN - 2047-2986
VL - 11
SP - 1
EP - 11
JO - Journal of global health
JF - Journal of global health
ER -