Measuring impact of health crises on economies: A staggered synthetic control approach with bias-correction
Author
Abstract
Suggested Citation
DOI: 10.1016/j.frl.2023.104599
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015.
"The Next Generation of the Penn World Table,"
American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
- Robert C. Feenstra & Robert Inklaar & Marcel Timmer, 2013. "The Next Generation of the Penn World Table," NBER Working Papers 19255, National Bureau of Economic Research, Inc.
- Laeven, Luc & Valencia, Fabian, 2020. "Systemic Banking Crises Database: A Timely Update in COVID-19 Times," CEPR Discussion Papers 14569, Centre for Economic Policy Research.
- Susan Athey & Guido W. Imbens, 2017.
"The State of Applied Econometrics: Causality and Policy Evaluation,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
- Ashok Kaul & Stefan Klößner & Gregor Pfeifer & Manuel Schieler, 2022. "Standard Synthetic Control Methods: The Case of Using All Preintervention Outcomes Together With Covariates," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1362-1376, June.
- Imai, Kosuke & Kim, In Song, 2021. "On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data," Political Analysis, Cambridge University Press, vol. 29(3), pages 405-415, July.
- Luc Laeven & Fabian Valencia, 2020.
"Systemic Banking Crises Database II,"
IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
- Luc Laeven & Fabián Valencia, 2013. "Systemic Banking Crises Database," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(2), pages 225-270, June.
- Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
- Ilan Noy & Shunsuke Managi, 2020. "It’s Awful, Why Did Nobody See it Coming?," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 429-430, October.
- Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
- Chang Ma & John Rogers & Sili Zhou, 2023.
"Modern Pandemics: Recession and Recovery,"
Journal of the European Economic Association, European Economic Association, vol. 21(5), pages 2098-2130.
- Ma, Chang & Rogers, John H. & Zhou, Sili, 2020. "Modern pandemics: Recession and recovery," BOFIT Discussion Papers 16/2020, Bank of Finland Institute for Emerging Economies (BOFIT).
- Chang Ma & John H. Rogers & Sili Zhou, 2020. "Modern Pandemics: Recession and Recovery," International Finance Discussion Papers 1295, Board of Governors of the Federal Reserve System (U.S.).
- Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
- Lutz Kilian & Yun Jung Kim, 2011. "How Reliable Are Local Projection Estimators of Impulse Responses?," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1460-1466, November.
- Alberto Abadie & Jérémy L’Hour, 2021. "A Penalized Synthetic Control Estimator for Disaggregated Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1817-1834, October.
- Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022.
"Synthetic controls with staggered adoption,"
Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
- Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
- Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "Synthetic Controls with Staggered Adoption," NBER Working Papers 28886, National Bureau of Economic Research, Inc.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023.
"Populist Leaders and the Economy,"
American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2020. "Populist Leaders and the Economy," ECONtribute Discussion Papers Series 036, University of Bonn and University of Cologne, Germany.
- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2022. "Populist Leaders and the Economy," Working Papers hal-03881225, HAL.
- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," Post-Print hal-04211174, HAL.
- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2022. "Populist Leaders and the Economy," Sciences Po Economics Publications (main) hal-03881225, HAL.
- Funke, Manuel & Schularick, Moritz & Trebesch, Christoph, 2022. "Populist Leaders and the Economy," CEPR Discussion Papers 15405, Centre for Economic Policy Research.
- Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," Sciences Po Economics Publications (main) hal-04211174, HAL.
- Funke, Manuel & Schularick, Moritz & Trebesch, Christoph, 2020. "Populist leaders and the economy," Kiel Working Papers 2169, Kiel Institute for the World Economy.
- Robert Kraemer & Jonne Lehtimäki, 2024. "Government debt, European Institutions and fiscal rules: a synthetic control approach," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(4), pages 1112-1157, August.
- Garoupa, Nuno & Spruk, Rok, 2025.
"Populist constitutional backsliding and judicial independence: Evidence from Türkiye,"
International Review of Law and Economics, Elsevier, vol. 84(C).
- Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
- Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
- Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
- Alcobia, João & Sobreira, Nuno & Cabral, Ricardo, 2025. "What could have been? A synthetic control evaluation of the effect of the Economic and Monetary Union on the net external wealth of periphery member states," Economic Systems, Elsevier, vol. 49(3).
- Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
- Justin C. Wiltshire, 2023. "Walmart Supercenters and Monopsony Power: How A Large, Low-Wage Employer Impacts Local Labor Markets," Department Discussion Papers 2304, Department of Economics, University of Victoria.
- Taehyeon Koo & Zijian Guo, 2025. "Distributionally Robust Synthetic Control: Ensuring Robustness Against Highly Correlated Controls and Weight Shifts," Papers 2511.02632, arXiv.org, revised Jan 2026.
- Mohammad Reza Farzanegan & Mohammad Ali Kadivar, 2023.
"The effect of Islamic revolution and war on income inequality in Iran,"
Empirical Economics, Springer, vol. 65(2), pages 1007-1026, August.
- Mohammad Reza Farzanegan & Mohammad Ali Kadivar, 2021. "The Effect of Islamic Revolution and War on Income Inequality in Iran," CESifo Working Paper Series 9428, CESifo.
- Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
- Kotamäki, Mauri & Lehtimäki, Jonne, 2025. "Getting too old for this: Population ageing and its economic consequences in Finland," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 1720-1750.
- Cho, Sang-Wook (Stanley) & Wong, Sally, 2025. "Monetary regimes and regional economies: A counterfactual perspective from two euro opt-outs," Journal of Macroeconomics, Elsevier, vol. 85(C).
- Esteban Colla‐De‐Robertis & Rafael Garduno Rivera, 2021.
"The effect of a free trade agreement with the United States on member countries' per capita GDP: A synthetic control analysis,"
Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1129-1145, August.
- Esteban Colla-De-Robertis & Rafael Garduño Rivera, 2022. "The Effect of a Free Trade Agreement with the United States on Member Countries’ per capita GDP: A Synthetic Control Analysis," Working Papers 201, Red Nacional de Investigadores en Economía (RedNIE).
- Farzanegan, Mohammad Reza & Habibi, Nader, 2025.
"The effect of international sanctions on the size of the middle class in Iran,"
European Journal of Political Economy, Elsevier, vol. 90(PB).
- Mohammad Reza Farzanegan & Nader Habibi, 2024. "The Effect of International Sanctions on the Size of the Middle Class in Iran," CESifo Working Paper Series 11175, CESifo.
- Mohammad Reza Farzanegan & Nader Habibi, 2025. "The Effect of International Sanctions on the Size of the Middle Class in Iran," Working Papers 1782, Economic Research Forum, revised 20 Jul 2025.
- Eicher, Theo S. & Eskimez, Reina Kawai & Newiak, Monique, 2025. "Effects of IMF-supported programs on gender inequality," European Journal of Political Economy, Elsevier, vol. 90(PB).
- repec:ags:aaea22:335971 is not listed on IDEAS
- Ko, Dong Gyun, 2025. "Did the American Rescue Plan cause inflation? A synthetic control approach," Economic Modelling, Elsevier, vol. 143(C).
- Mohammad Reza Farzanegan, 2023.
"Years of life lost to revolution and war in Iran,"
Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2061-2103, November.
- Mohammad Reza Farzanegan, 2021. "Years of Life Lost to Revolution and War in Iran," CESifo Working Paper Series 9063, CESifo.
- Jonne Lehtimäki & David Sondermann, 2022. "Baldwin versus Cecchini revisited: the growth impact of the European Single Market," Empirical Economics, Springer, vol. 63(2), pages 603-635, August.
- Gabriel, Ricardo Duque & Pessoa, Ana Sofia, 2024.
"Adopting the euro: A synthetic control approach,"
European Journal of Political Economy, Elsevier, vol. 83(C).
- Gabriel, Ricardo Duque & Pessoa, Ana Sofia, 2020. "Adopting the Euro: a synthetic control approach," MPRA Paper 99391, University Library of Munich, Germany.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finlet:v:58:y:2023:i:pd:s1544612323009716. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/eee/finlet/v58y2023ipds1544612323009716.html