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Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment

Citations

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Cited by:

  1. 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.
  2. Chaofeng Lyu & Shuxin Deng & Zewei Dai, 2023. "Emissions Trading Systems, Structure Adjustment and Air Pollution Reduction: Evidence from Enterprises in China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
  3. Coury, Michael & Falconer, Liam & La Nauze, Andrea, 2024. "Wildfire smoke and private provision of public air-quality monitoring," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
  4. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
  5. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  6. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," Working Papers halshs-03524083, HAL.
  7. 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.
  8. 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.
  9. Banzhaf, H. Spencer & Mickey, Ryan & Patrick, Carlianne, 2021. "Age-based property tax exemptions," Journal of Urban Economics, Elsevier, vol. 121(C).
  10. Han, Sukjin, 2021. "Identification in nonparametric models for dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 132-147.
  11. Alder,Simon & Croke,Kevin & Duhaut,Alice & Marty,Robert Andrew & Vaisey,Ariana Brynn, 2022. "The Impact of Ethiopia’s Road Investment Program on Economic Development and Land Use : Evidence from Satellite Data," Policy Research Working Paper Series 10000, The World Bank.
  12. 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.
  13. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
  14. Tymon S{l}oczy'nski, 2018. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," Papers 1810.01576, arXiv.org, revised May 2020.
  15. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
  16. 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.
  17. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org.
  18. Tymon Sloczynski, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," Working Papers 125, Brandeis University, Department of Economics and International Business School.
  19. 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).
  20. 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.
  21. Hibbard, Patrick F. & Chapman, Jason E., 2024. "Drug treatment courts and community-level crime," Journal of Criminal Justice, Elsevier, vol. 94(C).
  22. 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.
  23. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2021. "The Economic Consequences of Bankruptcy Reform," American Economic Review, American Economic Association, vol. 111(7), pages 2309-2341, July.
  24. Alessandro Mistretta, 2025. "Synchronization vs. Transmission: The Effect of the German Slowdown on the Italian Business Cycle," International Journal of Central Banking, International Journal of Central Banking, vol. 21(1), pages 331-386, January.
  25. Joan Costa-i-Font & Nilesh Raut, 2021. "Long-Term Care Partnership Effects on Medicaid and Private Insurance," CESifo Working Paper Series 9335, CESifo.
  26. Valente, Marica, 2023. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
  27. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
  28. 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.
  29. Jorge Rodríguez & Fernando Saltiel & Sergio Urzúa, 2022. "Dynamic treatment effects of job training," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 242-269, March.
  30. Sarah Schneider-Strawczynski, 2020. "Hosting Refugees and Voting for the Far-Right: Evidence from France," PSE Working Papers halshs-02982827, HAL.
  31. Chen, Jiafeng & Glaeser, Edward & Wessel, David, 2023. "JUE Insight: The (non-)effect of opportunity zones on housing prices," Journal of Urban Economics, Elsevier, vol. 133(C).
  32. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
  33. Scognamillo, Antonio & Sitko, Nicholas J., 2021. "Leveraging social protection to advance climate-smart agriculture: An empirical analysis of the impacts of Malawi’s Social Action Fund (MASAF) on farmers’ adoption decisions and welfare outcomes," World Development, Elsevier, vol. 146(C).
  34. Yang Ning & Sida Peng & Jing Tao, 2020. "Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data," Papers 2009.03151, arXiv.org.
  35. Valentin Verdier, 2020. "Average treatment effects for stayers with correlated random coefficient models of panel data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 917-939, November.
  36. Clò, Stefano & David, Francesco & Segoni, Samuele, 2024. "The impact of hydrogeological events on firms: Evidence from Italy," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
  37. Peter Hull, 2018. "Estimating Treatment Effects in Mover Designs," Papers 1804.06721, arXiv.org.
  38. 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).
  39. 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.
  40. Freise, Diana & Schmitz, Hendrik & Westphal, Matthias, 2022. "Late-career unemployment and cognitive abilities," Journal of Health Economics, Elsevier, vol. 86(C).
  41. 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).
  42. Jiafeng Chen & Edward L. Glaeser & David Wessel, 2019. "The (Non-) Effect of Opportunity Zones on Housing Prices," NBER Working Papers 26587, National Bureau of Economic Research, Inc.
  43. Goodman-Bacon, Andrew & Marcus, Jan, 2020. "Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(2), pages 153-158.
  44. Matheus Eduardo Leusin, 2022. "The Development of Al in Multinational Enterprises - Effects upon Technological Trajectories and Innovation Performance," Bremen Papers on Economics & Innovation 2201, University of Bremen, Faculty of Business Studies and Economics.
  45. Douglas L. Miller & Na’ama Shenhav & Michel Grosz, 2023. "Selection into Identification in Fixed Effects Models, with Application to Head Start," Journal of Human Resources, University of Wisconsin Press, vol. 58(5), pages 1523-1566.
  46. Sarah Schneider-Strawczynski, 2020. "Hosting Refugees and Voting for the Far-Right: Evidence from France," Working Papers halshs-02982827, HAL.
  47. Soichiro Yamauchi, 2020. "Difference-in-Differences for Ordinal Outcomes: Application to the Effect of Mass Shootings on Attitudes toward Gun Control," Papers 2009.13404, arXiv.org.
  48. Galindo-Silva, Hector & Tchuente, Guy, 2021. "Fighting for not-So-Religious souls: The role of religious competition in secular conflicts," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 127-152.
  49. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
  50. Juliano Assuncao & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," Working Papers tecipa-631, University of Toronto, Department of Economics.
  51. Alessandro Mistretta, 2025. "Synchronization vs. Transmission: The Effect of the German Slowdown on the Italian Business Cycle," International Journal of Central Banking, International Journal of Central Banking, vol. 21(1), pages 331-386, January.
  52. 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).
  53. Pécastaing, Nicolas & Chávez, Carlos, 2020. "The impact of El Niño phenomenon on dry forest-dependent communities' welfare in the northern coast of Peru," Ecological Economics, Elsevier, vol. 178(C).
  54. 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.
  55. Buriachenko Andrii Y. & Zhyber Tetiana V. & Paientko Tetiana, 2020. "Managerial accounting in the implementation of deliverology using the example of Ukraine," Central European Economic Journal, Sciendo, vol. 7(54), pages 72-83, January.
  56. Cei, Leonardo & Stefani, Gianluca & Defrancesco, Edi, 2020. "The role of group-time treatment effect heterogeneity in long standing European agricultural policies. An application to the European geographical indication policy," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 9(1), April.
  57. Julia Hatamyar, 2022. "Workplace Breastfeeding Legislation and Female Labor Force Participation in the United States," Papers 2209.05916, arXiv.org, revised Oct 2024.
  58. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," PSE Working Papers halshs-03524083, HAL.
  59. Gamboa, Luis Fernando & Rodriguez Lesmes, Paul, 2019. "The fertility-inhibiting effect of mosquitoes: Socio-economic differences in response to the Zika crisis in Colombia," Economics & Human Biology, Elsevier, vol. 35(C), pages 63-72.
  60. Budzinski, Oliver & Kunz-Kaltenhäuser, Philipp, 2020. "Promoting or restricting competition? - The 50plus1-rule in German football," Ilmenau Economics Discussion Papers 141, Ilmenau University of Technology, Institute of Economics.
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