Large-scale sport events and COVID-19 infection effects: evidence from the German professional football ‘experiment’
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- Dave, Dhaval M. & Friedson, Andrew I. & Matsuzawa, Kyutaro & Sabia, Joseph J. & Safford, Samuel, 2020. "Black Lives Matter Protests, Social Distancing, and COVID-19," IZA Discussion Papers 13388, Institute of Labor Economics (IZA).
- Mitze, Timo & Kosfeld, Reinhold & Rode, Johannes & Wälde, Klaus, 2020. "Face masks considerably reduce COVID-19 cases in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124130, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
- Isphording, Ingo E. & Lipfert, Marc & Pestel, Nico, 2020. "School Re-Openings after Summer Breaks in Germany Did Not Increase SARS-CoV-2 Cases," IZA Discussion Papers 13790, Institute of Labor Economics (IZA).
- Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020.
"The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
- Bodory, Hugo & Camponovo, Lorenzo & Huber, Martin & Lechner, Michael, 2016. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," IZA Discussion Papers 9706, Institute of Labor Economics (IZA).
- Bodory, Hugo & Camponovo, Lorenzo & Huber, Martin & Lechner, Michael, 2016. "The finite sample performance of inference methods for propensity score matching and weighting estimators," Economics Working Paper Series 1604, University of St. Gallen, School of Economics and Political Science.
- Bodory, Hugo & Huber, Martin & Camponovo, Lorenzo & Lechner, Michael, 2016. "The finite sample performance of inference methods for propensity score matching and weighting estimators," FSES Working Papers 466, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, December.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, December.
- Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
- Blundell, Richard & Bond, Stephen, 1998.
"Initial conditions and moment restrictions in dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
- Kurt Schmidheiny & Sebastian Siegloch, 2019.
"On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications,"
CESifo Working Paper Series
7481, CESifo.
- Schmidheiny, Kurt & Siegloch, Sebastian, 2019. "On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications," IZA Discussion Papers 12079, Institute of Labor Economics (IZA).
- Richard Bluhm & Maxim Pinkovskiy, 2021.
"The spread of COVID-19 and the BCG vaccine: A natural experiment in reunified Germany,"
The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 353-376.
- Richard Bluhm & Maxim L. Pinkovskiy, 2020. "The Spread of COVID-19 and the BCG Vaccine: A Natural Experiment in Reunified Germany," Staff Reports 926, Federal Reserve Bank of New York.
- Sebastian Galiani & Brian Quistorff, 2017. "The synth runner package: Utilities to automate synthetic control estimation using synth," Stata Journal, StataCorp LP, vol. 17(4), pages 834-849, December.
- Clara von Bismarck-Osten & Kirill Borusyak & Uta Schönberg, 2022.
"The role of schools in transmission of the SARS-CoV-2 virus: quasi-experimental evidence from Germany,"
Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(109), pages 87-130.
- Clara von Bismarck-Osten & Kirill Borusyak & Uta Schönberg, 2020. "The Role of Schools in Transmission of the SARS-CoV-2 Virus: Quasi-Experimental Evidence from Germany," RF Berlin - CReAM Discussion Paper Series 2022, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
- von Bismarck-Osten, Clara & Borusyak, Kirill & Schönberg, Uta, 2020. "The role of schools in transmission of the SARS-CoV-2 virus: Quasi-experimental evidence from Germany," Ruhr Economic Papers 882, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013.
"Catastrophic Natural Disasters and Economic Growth,"
The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
- Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2010. "Catastrophic Natural Disasters and Economic Growth," Research Department Publications 4671, Inter-American Development Bank, Research Department.
- Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2010. "Catastrophic Natural Disasters and Economic Growth," Working Papers 201006, University of Hawaii at Manoa, Department of Economics.
- Cavallo, Eduardo A. & Noy, Ilan & Pantano, Juan & Galiani, Sebastián, 2010. "Catastrophic Natural Disasters and Economic Growth," IDB Publications (Working Papers) 1903, Inter-American Development Bank.
- Kurt Schmidheiny & Sebastian Siegloch, 2023.
"On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
- Schmidheiny, Kurt & Siegloch, Sebastian, 2019. "On Event Studies and Distributed-Lags in Two-Way Fixed Effects Models: Identification, Equivalence, and Generalization," CEPR Discussion Papers 13477, C.E.P.R. Discussion Papers.
- Schmidheiny, Kurt & Siegloch, Sebastian, 2020. "On event studies and distributed-lags in two-way fixed effects models: Identification, equivalence, and generalization," ZEW Discussion Papers 20-017, ZEW - Leibniz Centre for European Economic Research.
- Kurt Schmidheiny & Sebastian Siegloch, 2022. "On Event Studies and Distributed-Lags in Two-Way Fixed Effects Models: Identification, Equivalence, and Generalization," ECONtribute Discussion Papers Series 201, University of Bonn and University of Cologne, Germany.
- Sun, Liyang & Abraham, Sarah, 2021.
"Estimating dynamic treatment effects in event studies with heterogeneous treatment effects,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
- Liyang Sun & Sarah Abraham, 2018. "Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects," Papers 1804.05785, arXiv.org, revised Sep 2020.
- Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
- Athey, Susan & Imbens, Guido W., 2022.
"Design-based analysis in Difference-In-Differences settings with staggered adoption,"
Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
- Athey, Susan & Imbens, Guido W., 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Research Papers 3712, Stanford University, Graduate School of Business.
- Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
- Susan Athey & Guido W. Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," NBER Working Papers 24963, National Bureau of Economic Research, Inc.
- Sang-Wook (Stanley) Cho, 2020. "Quantifying the impact of nonpharmaceutical interventions during the COVID-19 outbreak: The case of Sweden," The Econometrics Journal, Royal Economic Society, vol. 23(3), pages 323-344.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998.
"Characterizing Selection Bias Using Experimental Data,"
Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
- Andrew Goodman-Bacon & Jan Marcus, 2020. "Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," Discussion Papers of DIW Berlin 1870, DIW Berlin, German Institute for Economic Research.
- Chernozhukov, Victor & Kasahara, Hiroyuki & Schrimpf, Paul, 2021.
"Causal impact of masks, policies, behavior on early covid-19 pandemic in the U.S,"
Journal of Econometrics, Elsevier, vol. 220(1), pages 23-62.
- Victor Chernozhukov & Hiroyuki Kasahara & Paul Schrimpf, 2020. "Causal impact of masks, policies, behavior on early COVID-19 pandemic in the U.S," CeMMAP working papers CWP24/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Hiroyuki Kasaha & Paul Schrimpf, 2020. "Causal Impact of Masks, Policies, Behavior on Early Covid-19 Pandemic in the U.S," Papers 2005.14168, arXiv.org, revised Oct 2020.
- 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.
- Andrew I. Friedson & Drew McNichols & Joseph J. Sabia & Dhaval Dave, 2021. "Shelter‐In‐Place Orders And Public Health: Evidence From California During The Covid‐19 Pandemic," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 258-283, January.
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Cited by:
- Roxanne Kovacs & Maurice Dunaiski & Janne Tukiainen, 2023.
"The effect of compulsory face mask policies on community mobility in Germany,"
Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 1027-1055, October.
- Kovacs, Roxanne J. & Dunaiski, Maurice & Tukiainen, Janne, 2023. "The effect of compulsory face mask policies on community mobility in Germany," LSE Research Online Documents on Economics 120492, London School of Economics and Political Science, LSE Library.
- Esaka, Taro & Fujii, Takao, 2022. "Quantifying the impact of the Tokyo Olympics on COVID-19 cases using synthetic control methods," Journal of the Japanese and International Economies, Elsevier, vol. 66(C).
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Keywords
COVID-19; large-scale sport events; football; live spectators; face masks;All these keywords.
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