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Difference-in-Differences with Variation in Treatment Timing

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  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. Brzezinski, Adam & Deiana, Guido & Kecht, Valentin & Van Dijcke, David, 2020. "The COVID-19 Pandemic: Government vs. Community Action Across the United States," INET Oxford Working Papers 2020-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
  3. Hill, Elaine L. & Slusky, David J.G. & Ginther, Donna K., 2019. "Reproductive health care in Catholic-owned hospitals," Journal of Health Economics, Elsevier, vol. 65(C), pages 48-62.
  4. 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.
  5. Holmlund, Helena, 2007. "A Researcher's Guide to the Swedish Compulsory School Reform," Working Paper Series 9/2007, Stockholm University, Swedish Institute for Social Research.
  6. Don Fullerton & Chi L. Ta, 2022. "What Determines Effectiveness of Renewable Energy Standards? General Equilibrium Analytical Model and Empirical Analysis," NBER Working Papers 29783, National Bureau of Economic Research, Inc.
  7. Scott Dallman & Anusha Nath & Filip Premik, 2021. "The Effect of Constitutional Provisions on Education Policy and Outcomes," Staff Report 623, Federal Reserve Bank of Minneapolis.
  8. Timpe, Brenden, 2022. "The Labor Market Impacts of America's First Paid Maternity Leave," SocArXiv 7qynt, Center for Open Science.
  9. André Teixeira & Zoë Venter, 2021. "Macroprudential Policy and Aggregate Demand," Working Papers REM 2021/0181, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  10. Todd Morris, 2022. "Re-examining female labor supply responses to the 1994 Australian pension reform," Review of Economics of the Household, Springer, vol. 20(2), pages 419-445, June.
  11. Clarke, Damian & Salinas, Viviana, 2020. "Access to The Emergency Contraceptive Pill Improves Women's Health: Evidence from Chile," IZA Discussion Papers 13134, Institute of Labor Economics (IZA).
  12. Xintong Yang & Yu Zhang & Qi Li, 2021. "The role of price spillovers: what is different in China," Empirical Economics, Springer, vol. 60(1), pages 459-485, January.
  13. Malgouyres, Clément & Mayer, Thierry & Mazet-Sonilhac, Clément, 2021. "Technology-induced trade shocks? Evidence from broadband expansion in France," Journal of International Economics, Elsevier, vol. 133(C).
  14. Coniglio, Nicola Daniele & Peragine, Vitorocco & Vurchio, Davide, 2023. "The effects of refugees’ camps on hosting areas: Social conflicts and economic growth," World Development, Elsevier, vol. 168(C).
  15. Troesken, Werner & Tynan, Nicola & Yang, Yuanxiaoyue Artemis, 2021. "What are the health benefits of a constant water supply? Evidence from London, 1860–1910," Explorations in Economic History, Elsevier, vol. 81(C).
  16. Giulia Bettin & Isabella Giorgetti & Stefano Staffolani, 2024. "The impact of Covid-19 lockdown on the gender gap in the Italian labour market," Review of Economics of the Household, Springer, vol. 22(1), pages 1-33, March.
  17. Sheng, Di, 2021. "Emission Trading System and Air Quality: Evidence from China," 2021 Annual Meeting, August 1-3, Austin, Texas 314071, Agricultural and Applied Economics Association.
  18. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  19. Carril, Rodrigo & Duggan, Mark, 2020. "The impact of industry consolidation on government procurement: Evidence from Department of Defense contracting," Journal of Public Economics, Elsevier, vol. 184(C).
  20. Berg, Tobias & Reisinger, Markus & Streitz, Daniel, 2021. "Spillover effects in empirical corporate finance," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1109-1127.
  21. Cyprien Batut & Eric Maurin, 2020. "Termination of Employment Contracts by Mutual Consent and Labor Market Fluidity," IAAEU Discussion Papers 202005, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
  22. Martti Kaila & Emily Nix & Krista Riukula, 2021. "Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility," Opportunity and Inclusive Growth Institute Working Papers 53, Federal Reserve Bank of Minneapolis.
  23. Fernandez-Navia, Tania & Polo-Muro, Eduardo & Tercero-Lucas, David, 2021. "Too afraid to vote? The effects of COVID-19 on voting behaviour," European Journal of Political Economy, Elsevier, vol. 69(C).
  24. Jonathan Roth & Pedro H. C. Sant’Anna, 2023. "Efficient Estimation for Staggered Rollout Designs," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(4), pages 669-709.
  25. Andrea Mattozzi & Samuel Nocito & Francesco Sobbrio, 2022. "Fact-Checking Politicians," CESifo Working Paper Series 10122, CESifo.
  26. Dhaval M. Dave & Hope Corman & Ariel Kalil & Ofira Schwartz-Soicher & Nancy Reichman, 2019. "Intergenerational Effects of Welfare Reform: Adolescent Delinquent and Risky Behaviors," NBER Working Papers 25527, National Bureau of Economic Research, Inc.
  27. Silverio-Murillo, Adan & Hoehn-Velasco, Lauren & Rodriguez Tirado, Abel & Balmori de la Miyar, Jose Roberto, 2021. "COVID-19 blues: Lockdowns and mental health-related google searches in Latin America," Social Science & Medicine, Elsevier, vol. 281(C).
  28. Hall, Caroline & Lundin, Martin, 2023. "Teaching, technology and test scores. The impact of personal computers on student performance in primary school," Working Paper Series 2023:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  29. Juanma Castro-Vincenzi & Gaurav Khanna & Nicolas Morales & Nitya Pandalai-Nayar, 2024. "Weathering the Storm: Supply Chains and Climate Risk," NBER Working Papers 32218, National Bureau of Economic Research, Inc.
  30. Douglas Gollin & Casper Worm Hansen & Asger Mose Wingender, 2021. "Two Blades of Grass: The Impact of the Green Revolution," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2344-2384.
  31. Benjamin Bennett & Isil Erel & Léa H. Stern & Zexi Wang, 2020. "Paid Leave Pays Off: The Effects of Paid Family Leave on Firm Performance," NBER Working Papers 27788, National Bureau of Economic Research, Inc.
  32. Huang, Bin & He, Xiaoyan & Xu, Lei & Zhu, Yu, 2020. "Elite school designation and housing prices-quasi-experimental evidence from Beijing, China✰," Journal of Housing Economics, Elsevier, vol. 50(C).
  33. Sylvain Chareyron & Florence Goffette-Nagot & Lucie Letrouit, 2019. "Impacts of a French urban renewal program on local housing markets," Post-Print halshs-02353718, HAL.
  34. German Feierherd & Patricio Larroulet & Wei Long, & Nora Lustig, 2021. "The Pink Tide and Inequality in Latin America," Working Papers 2105, Tulane University, Department of Economics.
  35. Rufrancos, Héctor & Moro, Mirko & Moore, Eva, 2021. "The impact of University reopenings on COVID-19 cases in Scotland," GLO Discussion Paper Series 868, Global Labor Organization (GLO).
  36. Riccardo Ciacci & Dario Sansone, 2023. "The impact of sodomy law repeals on crime," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2519-2548, October.
  37. Lili Yao & J. Brandon Bolen & Claudia R. Williamson, 2021. "The effect of mass legalization on US state-level institutions: Evidence from the immigration reform and control act," Public Choice, Springer, vol. 189(3), pages 427-463, December.
  38. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
  39. Gerhard Streicher & Andreas Reinstaller, 2021. "Die Auswirkungen der Digitalisierung in der Industrie auf den Gütertransport in Österreich," WIFO Studies, WIFO, number 67332, March.
  40. Joop Age Harm Adema & Cevat Giray Aksoy & Panu Poutvaara, 2021. "Mobile Internet Access and the Desire to Emigrate," ifo Working Paper Series 365, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
  41. 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.
  42. Şenol, Doğaç & Onay, Ceylan, 2023. "Impact of gamification on mitigating behavioral biases of investors," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
  43. Auld, M. Christopher & Toxvaerd, Flavio, 2021. "The Great Covid-19 Vaccine Rollout: Behavioural And Policy Responses," National Institute Economic Review, National Institute of Economic and Social Research, vol. 257, pages 14-35, August.
  44. Dave, Dhaval M. & Friedson, Andrew I. & Matsuzawa, Kyutaro & Sabia, Joseph J. & Safford, Samuel, 2020. "Were Urban Cowboys Enough to Control COVID-19? Local Shelter-In-Place Orders and Coronavirus Case Growth," IZA Discussion Papers 13262, Institute of Labor Economics (IZA).
  45. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
  46. Carrieri, Vincenzo & Madio, Leonardo & Principe, Francesco, 2020. "Do-It-Yourself medicine? The impact of light cannabis liberalization on prescription drugs," Journal of Health Economics, Elsevier, vol. 74(C).
  47. Sankar, Ashwini & Coggins, Jay S. & Goodkind, Andrew L., 2020. "Effectiveness of air pollution standards in reducing mortality in India," Resource and Energy Economics, Elsevier, vol. 62(C).
  48. Jeff DeSimone & Daniel Grossman & Nicolas Ziebarth, 2023. "Regression Discontinuity Evidence on the Effectiveness of the Minimum Legal E-cigarette Purchasing Age," American Journal of Health Economics, University of Chicago Press, vol. 9(3), pages 461-485.
  49. Federico Cingano & Filippo Palomba & Paolo Pinotti & Enrico Rettore, 2022. "Making Subsidies Work: Rules vs. Discretion," CESifo Working Paper Series 9560, CESifo.
  50. Ivana Benzaquén & Nicolás Epele & Mariana Marchionni, 2020. "Impacto de la implementación del Servicio de Atención Médica de Emergencias (SAME) sobre las muertes por accidentes de tránsito en la provincia de Buenos Aires," Asociación Argentina de Economía Política: Working Papers 4311, Asociación Argentina de Economía Política.
  51. Cortnie Shupe, 2021. "Public Health Insurance and Medical Spending: Evidence from the ACA Medicaid Expansion," CESifo Working Paper Series 8827, CESifo.
  52. Thomas S. Dee & Emily K. Penner, 2021. "My Brother's Keeper? The Impact of Targeted Educational Supports," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(4), pages 1171-1196, September.
  53. Dhaval Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Joseph J. Sabia, 2021. "When Do Shelter‐In‐Place Orders Fight Covid‐19 Best? Policy Heterogeneity Across States And Adoption Time," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 29-52, January.
  54. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
  55. Wright, Nicholas A. & Dorilas, Ernest, 2022. "Do Cellphone Bans Save Lives? Evidence From Handheld Laws on Traffic Fatalities," Journal of Health Economics, Elsevier, vol. 85(C).
  56. Margaryan, Shushanik, 2021. "Low emission zones and population health," Journal of Health Economics, Elsevier, vol. 76(C).
  57. Moura, Ana, 2021. "Essays in health economics," Other publications TiSEM c93abd22-fa4a-42a5-b172-d, Tilburg University, School of Economics and Management.
  58. Orgul Ozturk & Yuan Hong & Suzanne McDermott & Margaret Turk, 2021. "Prescription Drug Monitoring Programs and Opioid Prescriptions for Disability Conditions," Applied Health Economics and Health Policy, Springer, vol. 19(3), pages 415-428, May.
  59. Tat Chan & Naser Hamdi & Xiang Hui & Zhenling Jiang, 2022. "The Value of Verified Employment Data for Consumer Lending: Evidence from Equifax," Marketing Science, INFORMS, vol. 41(4), pages 795-814, July.
  60. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
  61. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," NBER Working Papers 25636, National Bureau of Economic Research, Inc.
  62. Duncan Webb, 2022. "Critical Periods in Cognitive and Socioemotional Development: Evidence from Weather Shocks in Indonesia," PSE Working Papers halshs-03542607, HAL.
  63. Akanksha Negi & Digvijay Singh Negi, 2022. "Difference-in-Differences with a Misclassified Treatment," Papers 2208.02412, arXiv.org.
  64. Valerie Bostwick & Stefanie Fischer & Matthew Lang, 2022. "Semesters or Quarters? The Effect of the Academic Calendar on Postsecondary Student Outcomes," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 40-80, February.
  65. Muñoz, Pablo & Prem, Mounu, 2021. "Managers' Productivity and Recruitment in the Public Sector: The Case of School Principals," SocArXiv 7zn2b, Center for Open Science.
  66. Zhou, You, 2020. "Ride-sharing, alcohol consumption, and drunk driving," Regional Science and Urban Economics, Elsevier, vol. 85(C).
  67. Barrios-Fernandez, Mauricio Andres & Garcia Hombrados, Jorge, 2021. "Recidivism and neighborhood institutions: evidence from the rise of the evangelical church in Chile," LSE Research Online Documents on Economics 114355, London School of Economics and Political Science, LSE Library.
  68. Yu, Fan & Xiao, De & Chang, Meng-Shiuh, 2021. "The impact of carbon emission trading schemes on urban-rural income inequality in China: A multi-period difference-in-differences method," Energy Policy, Elsevier, vol. 159(C).
  69. Gómez-Lobo, Andrés, 2020. "Transit reforms in intermediate cities of Colombia: An ex-post evaluation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 349-364.
  70. Catalina Amuedo-Dorantes & Neeraj Kaushal & Ashley N. Muchow, 2021. "Timing of social distancing policies and COVID-19 mortality: county-level evidence from the U.S," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1445-1472, October.
  71. Berry, Kevin & James, Alexander & Smith, Brock & Watson, Brett, 2022. "Geography, Geology, and Regional Economic Development," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
  72. Abi Adams-Prassl & Kristiina Huttunen & Emily Nix & Ning Zhang, 2022. "Violence against women at work," Economics Series Working Papers 979, University of Oxford, Department of Economics.
  73. Pamela Jakiela, 2021. "Simple Diagnostics for Two-Way Fixed Effects," Papers 2103.13229, arXiv.org.
  74. Barreto, Yuri & Silveira Neto, Raul da Mota & Carazza, Luis, 2021. "Uber and traffic safety: Evidence from Brazilian cities," Journal of Urban Economics, Elsevier, vol. 123(C).
  75. Gunadi, Christian, 2021. "Does Expanding Access to Cannabis Affect Traffic Crashes? County-Level Evidence from Recreational Marijuana Dispensary Sales in Colorado," GLO Discussion Paper Series 964, Global Labor Organization (GLO).
  76. Anna Godoey & Michael Reich, 2021. "Are Minimum Wage Effects Greater in Low‐Wage Areas?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(1), pages 36-83, January.
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  185. Wookun Kim, 2024. "Baby Bonus, Fertility, and Missing Women," CESifo Working Paper Series 11215, CESifo.
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  187. Andrew Goodman-Bacon & Jamein P. Cunningham, 2019. "Changes in Family Structure and Welfare Participation Since the 1960s: The Role of Legal Services," NBER Working Papers 26238, National Bureau of Economic Research, Inc.
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  191. Ron Berman & Ayelet Israeli, 2022. "The Value of Descriptive Analytics: Evidence from Online Retailers," Marketing Science, INFORMS, vol. 41(6), pages 1074-1096, November.
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  195. Christine Valente & Hans H. Sievertsen & Mahesh C. Puri, 2020. "Saving Neonatal Lives for a Quarter," Bristol Economics Discussion Papers 20/728, School of Economics, University of Bristol, UK.
  196. Charles J. Courtemanche & David E. Frisvold & David Jimenez-Gomez & Mariétou Ouayogodé & Michael Price, 2020. "Chain Restaurant Calorie Posting Laws, Obesity, and Consumer Welfare," NBER Working Papers 26869, National Bureau of Economic Research, Inc.
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  201. Benjamin A. Jones, 2020. "Labor Market Impacts of Deforestation Caused by Invasive Species Spread," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(1), pages 159-190, September.
  202. Zimmermann, Severin & Stutzer, Alois, 2022. "The consequences of hosting asylum seekers for citizens’ policy preferences," European Journal of Political Economy, Elsevier, vol. 73(C).
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  205. Johanna Catherine Maclean & Stefan Pichler & Nicolas R. Ziebarth, 2020. "Mandated Sick Pay: Coverage, Utilization, and Crowding-In," NBER Working Papers 26832, National Bureau of Economic Research, Inc.
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  210. Kennedy, Kendall & Shen, Danqing, 2020. "Education, Crowding-out, and Black-White Employment Gaps in Youth Labor Markets: Evidence from No Pass, No Drive Policies," MPRA Paper 103788, University Library of Munich, Germany.
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  216. Munoz, P & Prem, M, 2019. "Productivity and Sectoral Allocation: The Labor Market of School Principals," Documentos de Trabajo 17596, Universidad del Rosario.
  217. Germain Gauthier, 2021. "On the Use of Two-Way Fixed Effects Models for Policy Evaluation During Pandemics," Papers 2106.10949, arXiv.org.
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  221. Grimon, Marie-Pascale, 2023. "Effects of the Child Protection System on Parents," Working Paper Series 2/2023, Stockholm University, Swedish Institute for Social Research, revised 16 Apr 2024.
  222. Delis, Manthos & Iosifidi, Maria & Papadopoulos, Panagiotis, 2020. "Blessing or curse? Government funding of deposit insurance and corporate lending," MPRA Paper 99153, University Library of Munich, Germany.
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  224. Marcus, Michelle & Yewell, Katherine G., 2022. "The Effect of Free School Meals on Household Food Purchases: Evidence from the Community Eligibility Provision," Journal of Health Economics, Elsevier, vol. 84(C).
  225. Sonia Bhalotra & Rudi Rocha & Rodrigo R. Soares, 2020. "Can Universalization of Health Work? Evidence from Health Systems Restructuring and Expansion in Brazil," Working Papers 03, Instituto de Estudos para Políticas de Saúde.
  226. Sumit Agarwal & Slava Mikhed & Barry Scholnick & Man Zhang, 2022. "Reducing Strategic Default in a Financial Crisis," Working Papers 21-36, Federal Reserve Bank of Philadelphia.
  227. Jones, Benjamin A., 2023. "Can invasive species lead to sedentary behavior? The time use and obesity impacts of a forest-attacking pest," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
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  249. Peter Z. Schochet, 2021. "Statistical Power for Estimating Treatment Effects Using Difference-in-Differences and Comparative Interrupted Time Series Designs with Variation in Treatment Timing," Papers 2102.06770, arXiv.org, revised Oct 2021.
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