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Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies

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Cited by:

  1. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
  2. Fischer, Kai & Reade, J. James & Schmal, W. Benedikt, 2022. "What cannot be cured must be endured: The long-lasting effect of a COVID-19 infection on workplace productivity," Labour Economics, Elsevier, vol. 79(C).
  3. Ruveyda Nur Gozen, 2024. "Property rights and innovation dynamism: The role of women inventors," CEP Discussion Papers dp2005, Centre for Economic Performance, LSE.
  4. Ilan Noy & Toshihiro Okubo & Eric Strobl, 2023. "The Japanese textile sector and the influenza pandemic of 1918–1920," Journal of Regional Science, Wiley Blackwell, vol. 63(5), pages 1192-1227, November.
  5. Aminjonov, Ulugbek & Bargain, Olivier & Bernard, Tanguy, 2023. "Gimme shelter. Social distancing and income support in times of pandemic," European Economic Review, Elsevier, vol. 157(C).
  6. Bartscher, Alina Kristin & Seitz, Sebastian & Siegloch, Sebastian & Slotwinski, Michaela & Wehrhöfer, Nils, 2021. "Social capital and the spread of covid-19: Insights from european countries," Journal of Health Economics, Elsevier, vol. 80(C).
  7. Leonardo Fabio Morales & Leonardo Bonilla‐Mejía & Jose Pulido & Luz A. Flórez & Didier Hermida & Karen L. Pulido‐Mahecha & Francisco Lasso‐Valderrama, 2022. "Effects of the COVID‐19 pandemic on the Colombian labour market: Disentangling the effect of sector‐specific mobility restrictions," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 308-357, February.
  8. Bloem, Jeffrey R. & Salemi, Colette, 2021. "COVID-19 and conflict," World Development, Elsevier, vol. 140(C).
  9. González-Val, Rafael & Marcén, Miriam, 2022. "Mass gathering events and the spread of infectious diseases: Evidence from the early growth phase of COVID-19," Economics & Human Biology, Elsevier, vol. 46(C).
  10. Robert J. R. Elliott & Ingmar Schumacher & Cees Withagen, 2020. "Suggestions for a Covid-19 Post-Pandemic Research Agenda in Environmental Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1187-1213, August.
  11. Anna Godøy & Maja Weemes Grøtting, 2023. "Implementation and spillovers of local non‐pharmaceutical interventions," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 822-852, April.
  12. Kristin Hestmann Vinjerui & Ingeborg Hess Elgersma & Atle Fretheim, 2021. "Increased COVID-19 Testing Rates Following Combined Door-to-Door and Mobile Testing Facility Campaigns in Oslo, Norway, a Difference-in-Difference Analysis," IJERPH, MDPI, vol. 18(21), pages 1-11, October.
  13. Jagriti Srivastava & Balagopal Gopalakrishnan, 2021. "Work from home amenability and venture capital financing during COVID-19," Working papers 458, Indian Institute of Management Kozhikode.
  14. Fabiana Rocha & Maria Dolores Montoya Diaz & Paula Carvalho Pereda & Isadora Bousquat Arabe & Filipe Cavalcanti & Samuel Lordemus & Noemi Kreif & Rodrigo Moreno-Serra, 2024. "COVID-19 and gender-biased violence: current knowledge, gaps, and implications for public policy," Working Papers, Department of Economics 2024_14, University of São Paulo (FEA-USP).
  15. Clarke, Damian & Larroulet, Pilar & Pailañir, Daniel & Quintana, Daniela, 2023. "Schools as Safety Nets: Break-Downs and Recovery in Reporting of Violence against Children," IZA Discussion Papers 15859, Institute of Labor Economics (IZA).
  16. Backhaus, Andreas, 2022. "International travel in times of the COVID-19 pandemic: The case of German school breaks," Economics & Human Biology, Elsevier, vol. 44(C).
  17. Huebener, Matthias & Waights, Sevrin & Spieß, C. Katharina & Siegel, Nico A. & Wagner, Gert G., 2021. "Parental well-being in times of Covid-19 in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 19(1), pages 91-122.
  18. Dhaval Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Drew McNichols & Joseph J. Sabia, 2023. "Sudden lockdown repeals, social mobility, and COVID‐19: Evidence from a judicial natural experiment," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 20(2), pages 272-304, June.
  19. Beyer, Robert C.M. & Jain, Tarun & Sinha, Sonalika, 2023. "Lights out? COVID-19 containment policies and economic activity," Journal of Asian Economics, Elsevier, vol. 85(C).
  20. Marco Caliendo & Daniel Graeber & Alexander S. Kritikos & Johannes Seebauer, 2023. "Pandemic Depression: COVID-19 and the Mental Health of the Self-Employed," Entrepreneurship Theory and Practice, , vol. 47(3), pages 788-830, May.
  21. Berman, Nicolas & Couttenier, Mathieu & Monnet, Nathalie & Ticku, Rohit, 2022. "Shutdown policies and conflict worldwide," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 240-255.
  22. Mai, Nhat Chi, 2022. "The Impact of Two-Invoice System on Pharmaceutical Manufacturers’ Selling Expenses in China: A Difference-In-Differences Approach," OSF Preprints 68fsb, Center for Open Science.
  23. Gong, Da & Shang, Zhuocheng & Su, Yaqin & Yan, Andong & Zhang, Qi, 2024. "Economic impacts of China's zero-COVID policies," China Economic Review, Elsevier, vol. 83(C).
  24. Edoardo di Porto & Paolo Naticchioni & Vincenzo Scrutinio, 2020. "Partial lockdown and the spread of Covid-19: lessons from the Italian case," CEP Discussion Papers dp1720, Centre for Economic Performance, LSE.
  25. Alexander Ahammer & Martin Halla & Mario Lackner, 2023. "Mass gatherings contributed to early COVID‐19 mortality: Evidence from US sports," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 471-488, July.
  26. Seung Jin Cho & Jun Yeong Lee & John V. Winters, 2021. "Employment impacts of the COVID‐19 pandemic across metropolitan status and size," Growth and Change, Wiley Blackwell, vol. 52(4), pages 1958-1996, December.
  27. Nicola Borri & Francesco Drago & Chiara Santantonio & Francesco Sobbrio, 2021. "The “Great Lockdown”: Inactive workers and mortality by Covid‐19," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2367-2382, September.
  28. Natalia Danzer & Mathias Huebener & Astrid Pape & C. Katharina Spieß & Nico A. Siegel & Gert G. Wagner, 2021. "Cracking under Pressure? Gender Role Attitudes toward Maternal Employment in Times of a Pandemic," Discussion Papers of DIW Berlin 1951, DIW Berlin, German Institute for Economic Research.
  29. Norden, Lars & Mesquita, Daniel & Wang, Weichao, 2021. "COVID-19, policy interventions and credit: The Brazilian experience," Journal of Financial Intermediation, Elsevier, vol. 48(C).
  30. Damian Clarke & Pilar Larroulet & Daniel Paila~nir & Daniela Quintana, 2022. "Schools as a Safety-net: The Impact of School Closures and Reopenings on Rates of Reporting of Violence Against Children," Papers 2206.14612, arXiv.org.
  31. Ritika Jain & Rajnish Kumar, 2023. "Effect of COVID‐19 Lockdown on the Profitability of Firms in India," Economic Papers, The Economic Society of Australia, vol. 42(1), pages 54-71, March.
  32. Tut, Daniel, 2022. "Investment, Q and epidemic diseases," Finance Research Letters, Elsevier, vol. 47(PB).
  33. Cantor, Jonathan & Sood, Neeraj & Bravata, Dena M. & Pera, Megan & Whaley, Christopher, 2022. "The impact of the COVID-19 pandemic and policy response on health care utilization: Evidence from county-level medical claims and cellphone data," Journal of Health Economics, Elsevier, vol. 82(C).
  34. Callaway, Brantly & Li, Tong, 2023. "Policy evaluation during a pandemic," Journal of Econometrics, Elsevier, vol. 236(1).
  35. Alexander W. Bartik & Marianne Bertrand & Feng Lin & Jesse Rothstein & Matthew Unrath, 2020. "Measuring the Labor Market at the Onset of the COVID-19 Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 239-268;316.
  36. Bisin, Alberto & Moro, Andrea, 2020. "Learning Epidemiology by Doing: The Empirical Implications of a Spatial SIR Model with Behavioral Responses," MPRA Paper 101059, University Library of Munich, Germany.
  37. Domenico Depalo, 2021. "True COVID-19 mortality rates from administrative data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 253-274, January.
  38. Apel, Johannes & Rohde, Niklas & Marcus, Jan, 2023. "The effect of a nighttime curfew on the spread of COVID-19," Health Policy, Elsevier, vol. 129(C).
  39. William Torous & Florian Gunsilius & Philippe Rigollet, 2021. "An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences," Papers 2108.05858, arXiv.org, revised Mar 2024.
  40. Hu, Jiayin & Wang, Xuan & Yang, Qingxu & Yi, Junjian, 2024. "Gender disparities in the labor market during COVID-19 lockdowns: Evidence from online job postings and applications in China," Journal of Economic Behavior & Organization, Elsevier, vol. 223(C), pages 199-215.
  41. Léa BOU SLEIMAN & Germain GAUTHIER, 2020. "COVID-19: Reduced forms have gone viral, but what do they tell us?," Working Papers 2020-32, Center for Research in Economics and Statistics, revised 18 Jan 2021.
  42. Dion Bongaerts & Francesco Mazzola & Wolf Wagner, 2021. "Closed for business: The mortality impact of business closures during the Covid-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-17, May.
  43. Ulrich Glogowsky & Emanuel Hansen & Simeon Schächtele, 2021. "How effective are social distancing policies? Evidence on the fight against COVID-19," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-12, September.
  44. Deng, Yongheng & Meng, Lina & Zhou, Yinggang, 2022. "The effectiveness and costs of nonpharmaceutical interventions for COVID-19 containment: A border discontinuous difference-in-difference approach," China Economic Review, Elsevier, vol. 75(C).
  45. Miriam Marcén & Marina Morales, 2021. "The intensity of COVID‐19 nonpharmaceutical interventions and labor market outcomes in the public sector," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 775-798, September.
  46. Rocha, Fabiana & Diaz, Maria Dolores Montoya & Pereda, Paula Carvalho & Árabe, Isadora Bousquat & Cavalcanti, Filipe & Lordemus, Samuel & Kreif, Noemi & Moreno-Serra, Rodrigo, 2024. "COVID-19 and violence against women: Current knowledge, gaps, and implications for public policy," World Development, Elsevier, vol. 174(C).
  47. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
  48. Difang Huang & Ying Liang & Boyao Wu & Yanyi Ye, 2024. "Estimating the Impact of Social Distance Policy in Mitigating COVID-19 Spread with Factor-Based Imputation Approach," Papers 2405.12180, arXiv.org.
  49. Lauren Hoehn-Velasco & Jose Roberto Balmori de la Miyar & Adan Silverio-Murillo & Sherajum Monira Farin, 2023. "Marriage and divorce during a pandemic: the impact of the COVID-19 pandemic on marital formation and dissolution in Mexico," Review of Economics of the Household, Springer, vol. 21(3), pages 757-788, September.
  50. Mangrum, Daniel & Niekamp, Paul, 2022. "JUE Insight: College student travel contributed to local COVID-19 spread," Journal of Urban Economics, Elsevier, vol. 127(C).
  51. Germain Gauthier, 2021. "On the Use of Two-Way Fixed Effects Models for Policy Evaluation During Pandemics," Papers 2106.10949, arXiv.org.
  52. Santeramo, Fabio Gaetano & Tappi, Marco & Lamonaca, Emilia, 2021. "On the management of COVID-19 pandemic in Italy," Health Policy, Elsevier, vol. 125(8), pages 995-1001.
  53. Velias, Alina & Georganas, Sotiris & Vandoros, Sotiris, 2022. "COVID-19: Early evening curfews and mobility," Social Science & Medicine, Elsevier, vol. 292(C).
  54. Bisin, Alberto & Moro, Andrea, 2022. "JUE insight: Learning epidemiology by doing: The empirical implications of a Spatial-SIR model with behavioral responses," Journal of Urban Economics, Elsevier, vol. 127(C).
  55. Cepparulo, Brian & Jump, Robert Calvert, 2022. "The impact of Covid-19 restrictions on economic activity: evidence from the Italian regional system," Greenwich Papers in Political Economy 37801, University of Greenwich, Greenwich Political Economy Research Centre.
  56. Kai Fischer & J. James Reade & W. Benedikt Schmal, 2021. "The Long Shadow of an Infection: COVID-19 and Performance at Work," Economics Discussion Papers em-dp2021-17, Department of Economics, University of Reading.
  57. Yadav, Sandeep & Srivastava, Jagriti, 2021. "CSR, audit quality and firm performance during COVID-19: an organizational legitimacy perspective," MPRA Paper 108967, University Library of Munich, Germany.
  58. Romana Głowicka-Wołoszyn & Andrzej Wołoszyn & Joanna Stanisławska & Amílcar Oliveira & Teresa Oliveira, 2024. "Impact of the COVID-19 Pandemic on the Financial Situation of Rural and Urban Households in Poland," Sustainability, MDPI, vol. 16(19), pages 1-25, September.
  59. Santeramo, Fabio G. & Dominguez, Ignacio Perez, 2021. "On the Effects of the COVID Epidemic on Global and Local Food Access and Availability of Strategic Sectors: Role of Trade and Implications for Policymakers," Commissioned Papers 309037, International Agricultural Trade Research Consortium.
  60. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
  61. Yi Ran & Yuanyuan Hu & Shouming Chen & Fangjun Qiu & Ahmed Rabeeu, 2022. "The Impact of Two-Invoice System on Pharmaceutical Manufacturers’ Selling Expenses in China: A Difference-in-Differences Approach," IJERPH, MDPI, vol. 19(7), pages 1-18, April.
  62. Fenella Carpena & Laurens Swinkels & Dan Zhang, 2024. "The effects of COVID‐19 policies on consumer spending in Norway," Contemporary Economic Policy, Western Economic Association International, vol. 42(1), pages 56-67, January.
  63. Porto, Edoardo Di & Naticchioni, Paolo & Scrutinio, Vincenzo, 2022. "Lockdown, essential sectors, and Covid-19: Lessons from Italy," Journal of Health Economics, Elsevier, vol. 81(C).
  64. Baye, Vera & Dinger, Valeriya, 2022. "Investment Incentives of Rent Controls and Gentrification - Evidence from German Micro Data," VfS Annual Conference 2022 (Basel): Big Data in Economics 264120, Verein für Socialpolitik / German Economic Association.
  65. Bloem, Jeffrey & Farris, Jarrad, 2021. "COVID-19 Working Paper: The COVID-19 Pandemic and Food Security in Low- and Middle-Income Countries: A Review of the Emerging Microeconomic Literature," Administrative Publications 327341, United States Department of Agriculture, Economic Research Service.
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