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Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption

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Cited by:

  1. Upward, Richard & Wright, Peter, 2024. "Income shocks, political support and voting behaviour," IWH Discussion Papers 1/2024, Halle Institute for Economic Research (IWH).
  2. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," LISER Working Paper Series 2021-07, Luxembourg Institute of Socio-Economic Research (LISER).
  3. Sylvain Chareyron & Florence Goffette-Nagot & Lucie Letrouit, 2019. "Impacts of a French urban renewal program on local housing markets," Post-Print halshs-02353718, HAL.
  4. Luca Coraggio & Marco Pagano & Annalisa Scognamiglio & Joacim Tåg, 2022. "JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality," EIEF Working Papers Series 2205, Einaudi Institute for Economics and Finance (EIEF), revised Mar 2022.
  5. 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.
  6. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
  7. Branco, Catarina & Dohse, Dirk & dos Santos, João Pereira & Tavares, José, 2022. "Nobody's gonna slow me down? The effects of a transportation cost shock on firm performance and behavior," Ruhr Economic Papers 949, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  8. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
  9. Gonçalves, S. & Rodrigues, T.P. & Chagas, A.L.S., 2020. "The impact of wind power on the Brazilian labor market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 128(C).
  10. Guanyu Lu & Taisuke Sadayuki & Toshi H Arimura, 2023. "Does Emissions Trading Scheme Induce Innovation and Carbon Leakage? Evidence from Japan," Working Papers 2217, Waseda University, Faculty of Political Science and Economics.
  11. Vanessa Cirulli & Giorgia Marini & Marco A. Marini & Odd Rune Straume, 2023. "Do hospital mergers reduce waiting times? Theory and evidence from the english NHS," NIPE Working Papers 07/2023, NIPE - Universidade do Minho.
  12. Pinotti, Paolo & Bhalotra, Sonia & Britto, Diogo & Sampaio, Breno, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," CEPR Discussion Papers 16350, C.E.P.R. Discussion Papers.
  13. Bearzotti, Enia & Polanec, Sašo & Bartolj, Tjaša, 2023. "The Effects of Subsidies on Firm Size and Productivity," MPRA Paper 118490, University Library of Munich, Germany.
  14. Joonhyuk Yang & Eric T. Anderson & Brett R. Gordon, 2021. "Digitization and Flexibility: Evidence from the South Korean Movie Market," Marketing Science, INFORMS, vol. 40(5), pages 821-843, September.
  15. J. Michael Collins & Amrita Kulka, 2023. "Saving by buying ahead: stockpiling in response to lump‐sum payments," Fiscal Studies, John Wiley & Sons, vol. 44(4), pages 451-484, December.
  16. 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.
  17. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
  18. Solomon, Keisha T. & Dasgupta, Kabir, 2022. "State mental health insurance parity laws and college educational outcomes," Journal of Health Economics, Elsevier, vol. 86(C).
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  20. 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.
  21. Liyang Sun & Jesse M. Shapiro, 2022. "A Linear Panel Model with Heterogeneous Coefficients and Variation in Exposure," Journal of Economic Perspectives, American Economic Association, vol. 36(4), pages 193-204, Fall.
  22. Reiling, Rune Borgan & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde, 2022. "Do welfare counsellors help at-risk upper secondary school students?," Economics of Education Review, Elsevier, vol. 89(C).
  23. Mac Clay, Pablo & Börner, Jan & Sellare, Jorge, 2023. "Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity," Energy Policy, Elsevier, vol. 180(C).
  24. Alexander Karaivanov & Dongwoo Kim & Shih En Lu & Hitoshi Shigeoka, 2022. "COVID-19 vaccination mandates and vaccine uptake," Nature Human Behaviour, Nature, vol. 6(12), pages 1615-1624, December.
  25. 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.
  26. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
  27. Fiammetta Menchetti & Fabrizio Cipollini & Fabrizia Mealli, 2023. "Combining counterfactual outcomes and ARIMA models for policy evaluation," The Econometrics Journal, Royal Economic Society, vol. 26(1), pages 1-24.
  28. Paolo Castelnuovo & Stefano Clo & Massimo Florio, 2021. "Space policy drives innovation through technological procurement: evidence from Italy," Working Papers - Economics wp2021_08.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
  29. Tamara Bischof & Boris Kaiser, 2021. "Who cares when you close down? The effects of primary care practice closures on patients," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2004-2025, September.
  30. David M. N. Mahon & Carlos J. Asarta, 2024. "Why are Schools Reclassifying Their Economics Major?," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 50(1), pages 103-116, January.
  31. Cl'ement de Chaisemartin & Xavier D'Haultfoeuille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Nov 2023.
  32. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," International Journal of Industrial Organization, Elsevier, vol. 73(C).
  33. Kurt Schmidheiny & Sebastian Siegloch, 2019. "On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications," CESifo Working Paper Series 7481, CESifo.
  34. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
  35. Stefano Falcone, 2022. "Do Evictions Increase Crime? Evidence from Nuisance Ordinances in Ohio," Working Papers 1359, Barcelona School of Economics.
  36. Fernando Díaz & Pablo A Henríquez, 2021. "Social sentiment segregation: Evidence from Twitter and Google Trends in Chile during the COVID-19 dynamic quarantine strategy," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-29, July.
  37. 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.
  38. Courtney Coile & Maya Rossin-Slater & Amanda Su, 2022. "The Impact of Paid Family Leave on Families with Health Shocks," NBER Working Papers 30739, National Bureau of Economic Research, Inc.
  39. Bart J. Bronnenberg & Jean-Pierre Dubé & Robert E. Sanders, 2020. "Consumer Misinformation and the Brand Premium: A Private Label Blind Taste Test," Marketing Science, INFORMS, vol. 39(2), pages 382-406, March.
  40. Shin, Su Hyun & Ji, Hyunjung & Lim, HanNa, 2021. "Heterogeneity in preventive behaviors during COVID-19: Health risk, economic insecurity, and slanted information," Social Science & Medicine, Elsevier, vol. 278(C).
  41. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
  42. 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.
  43. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
  44. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
  45. Timo Schenk, 2023. "Time-Weighted Difference-in-Differences: Accounting for Common Factors in Short T Panels," Tinbergen Institute Discussion Papers 23-004/III, Tinbergen Institute.
  46. Silvia Albrizio & Iván Kataryniuk & Luis Molina & Jan Schäfer, 2021. "ECB euro liquidity lines," Working Papers 2125, Banco de España.
  47. Lin, Lihua & Zhang, Zhengyu, 2022. "Interpreting the coefficients in dynamic two-way fixed effects regressions with time-varying covariates," Economics Letters, Elsevier, vol. 216(C).
  48. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
  49. Britto, Diogo & Melo, Caíque & Sampaio, Breno, 2022. "The Kids Aren't Alright: Parental Job Loss and Children's Outcomes within and beyond Schools," IZA Discussion Papers 15591, Institute of Labor Economics (IZA).
  50. Klauber, Hannah & Holub, Felix & Koch, Nicolas & Pestel, Nico & Ritter, Nolan & Rohlf, Alexander, 2021. "Killing Prescriptions Softly: Low Emission Zones and Child Health from Birth to School," IZA Discussion Papers 14376, Institute of Labor Economics (IZA).
  51. Ahn, Soojung & Steinbach, Sandro, 2022. "COVID-19 Trade Actions and Their Impact on the Agricultural and Food Sector," 2023 Allied Social Sciences Association (ASSA) Annual Meeting, January 6-8, 2023, New Orleans, Louisiana 316789, Agricultural and Applied Economics Association.
  52. Bütikofer, Aline & Abrahamsson, Sara & Karbownik, Krzysztof, 2023. "Swallow This: Childhood and Adolescent Exposure to Fast Food Restaurants, BMI, and Cognitive Ability," CEPR Discussion Papers 18213, C.E.P.R. Discussion Papers.
  53. Leah Platt Boustan & Robert A. Margo & Matthew M. Miller & James M. Reeves & Justin P. Steil, 2019. "Does Condominium Development Lead to Gentrification," Working Papers 2019-11, Princeton University. Economics Department..
  54. Dr. Romain Baeriswyl & Alex Oktay & Dr. Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
  55. Marina Dias & Demian Pouzo, 2021. "Inference for multi-valued heterogeneous treatment effects when the number of treated units is small," Papers 2105.10965, arXiv.org.
  56. Romina Tome & Marcos A Rangel & Christina M Gibson-Davis & Laura Bellows, 2021. "Heightened immigration enforcement impacts US citizens’ birth outcomes: Evidence from early ICE interventions in North Carolina," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-15, February.
  57. Christian Bredemeier & Jan Gravert & Falko Juessen, 2023. "Accounting for Limited Commitment between Spouses when Estimating Labor-Supply," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 547-578, December.
  58. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
  59. Kabir Dasgupta & Alexander Plum, 2023. "Termination of SNAP Emergency Allotments, Food Sufficiency, and Economic Hardships," Finance and Economics Discussion Series 2023-046, Board of Governors of the Federal Reserve System (U.S.).
  60. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  61. 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.
  62. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
  63. Christine Benesch & Rino L. Heim & Mark Schelker & Lukas D. Schmid, 2021. "Do Voting Advice Applications Change Political Behavior?," CESifo Working Paper Series 8868, CESifo.
  64. Wildmer Daniel Gregori & Maria Martinez Cillero & Michela Nardo, 2022. "The effects of cross-border acquisitions on firms’ productivity in the EU," Working Papers 2022.10, International Network for Economic Research - INFER.
  65. Darwyyn Deyo & Kofi Ampaabeng & Conor Norris & Edward Timmons, 2022. "Public interest or policy diffusion: Analyzing the effects of massage therapist municipal licensing," Working Papers 22-02, Department of Economics, West Virginia University.
  66. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
  67. Jiménez, Bruno & Rendon, Silvio, 2023. "Does employment protection unprotect workers? The labor market effects of job reinstatements in Peru," Labour Economics, Elsevier, vol. 80(C).
  68. Cappelletti, Matilde & Giuffrida, Leonardo M., 2021. "Procuring survival," ZEW Discussion Papers 21-093, ZEW - Leibniz Centre for European Economic Research.
  69. Albæk, Karsten & Asplund, Rita & Barth, Erling & Lindahl, Lena & Strom, Marte & Vanhala, Pekka, 2019. "Better Late Than Never? How Late Completion Affects the Early Careers of Dropouts," IZA Discussion Papers 12560, Institute of Labor Economics (IZA).
  70. Ioannis Laliotis & Charitini Stavropoulou & Greg Ceely & Georgia Brett & Rachel Rushton, 2023. "Excess deaths by cause and place of death in England and Wales during the first year of COVID‐19," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 1982-2005, September.
  71. Bruno Ferman, 2023. "Inference in difference‐in‐differences: How much should we trust in independent clusters?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 358-369, April.
  72. Reinhold Kosfeld & Timo Mitze & Johannes Rode & Klaus Wälde, 2021. "The Covid‐19 containment effects of public health measures: A spatial difference‐in‐differences approach," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 799-825, September.
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  74. 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).
  75. Suarez, Carlos, 2022. "Private management and strategic bidding behavior in electricity markets: Evidence from Colombia," Energy Economics, Elsevier, vol. 111(C).
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  158. Chen, Taoshan, 2023. "How does Monitoring and Evaluation Affect Racial Health Inequality? Evidence from PMAQ Program in Brazil," Warwick-Monash Economics Student Papers 51, Warwick Monash Economics Student Papers.
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  166. Elisabeth Grewenig, 2021. "School Track Decisions and Teacher Recommendations: Evidence from German State Reforms," ifo Working Paper Series 353, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
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