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On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data

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  1. 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.
  2. Thieme, Sebastian & Kates, Sean, 2024. "Fundraising Events and Non-Ideological Donation Motivations," IAST Working Papers 24-159, Institute for Advanced Study in Toulouse (IAST).
  3. 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.
  4. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Papers 2405.12083, arXiv.org, revised Jan 2025.
  5. S. Sayantani, 2024. "Housing sales and construction responses to COVID‐19: Evidence from shelter‐in‐place and eviction moratoria in the United States," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(5), pages 1226-1262, September.
  6. Rana, Pushpendra & Sills, Erin O., 2024. "Inviting oversight: Effects of forest certification on deforestation in the Brazilian Amazon," World Development, Elsevier, vol. 173(C).
  7. Averell Schmidt, 2024. "Treaty withdrawal and the development of international law," The Review of International Organizations, Springer, vol. 19(4), pages 785-808, October.
  8. Justin T. Callais & Jamie Bologna Pavlik, 2023. "Does economic freedom lighten the blow? Evidence from the great recession in the United States," Economics of Governance, Springer, vol. 24(3), pages 357-398, September.
  9. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Discussion Paper Series DP2024-22, Research Institute for Economics & Business Administration, Kobe University.
  10. Kelchen, Robert & Ortagus, Justin & Rosinger, Kelly & Cassell, Alex, 2022. "The effects of state performance funding policies on student loan debt," Economics of Education Review, Elsevier, vol. 91(C).
  11. 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.
  12. Yi Ren & Yuan Tian & Chengqiu Zhang, 2022. "Investigating the mechanisms among industrial agglomeration, environmental pollution and sustainable industrial efficiency: a case study in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12467-12493, November.
  13. Eirini Stergiou & Nikos Rigas & Giancarlo Ferrara & Eleni Mantzari & Konstantinos Kounetas, 2024. "National Environmental Taxes and Industrial Waste in Countries across Europe," Energies, MDPI, vol. 17(10), pages 1-13, May.
  14. 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.
  15. 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.
  16. Ederington, Josh & Paraschiv, Mihai & Zanardi, Maurizio, 2022. "The short and long-run effects of international environmental agreements on trade," Journal of International Economics, Elsevier, vol. 139(C).
  17. Nemčok, Miroslav & Bosancianu, Constantin Manuel & Leshchenko, Olga & Kluknavská, Alena, 2022. "Softening the corrective effect of populism: populist parties’ impact on political interest," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Latest Ar, pages 1-28.
  18. Sho Miyaji, 2024. "Two-way fixed effects instrumental variable regressions in staggered DID-IV designs," Papers 2405.16467, arXiv.org.
  19. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
  20. Garcia, Alberto & Heilmayr, Robert, 2024. "Impact evaluation with nonrepeatable outcomes: The case of forest conservation," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
  21. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
  22. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
  23. Pengju Zhang & Ling Zhu, 2021. "Does the ACA Medicaid Expansion Affect Hospitals’ Financial Performance?," Public Finance Review, , vol. 49(6), pages 779-814, November.
  24. Tien Manh Vu & Hiroyuki Yamada, 2021. "Firms and regional favouritism," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(4), pages 711-734, October.
  25. Davis, Frederick & Khadivar, Hamed, 2024. "Accrual and real earnings management by rumored takeover targets," International Review of Financial Analysis, Elsevier, vol. 92(C).
  26. Tim Wappenhans & António Valentim & Heike Klüver & Lukas F. Stoetzer, 2024. "Extreme weather events do not increase political parties' environmental attention," Nature Climate Change, Nature, vol. 14(7), pages 696-699, July.
  27. Mundi, Hardeep Singh, 2022. "CEO social capital and capital structure complexity," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
  28. OKUDAIRA Hiroko & TAKIZAWA Miho & YAMANOUCHI Kenta, 2022. "Does Employee Downsizing Work? Evidence from Product Innovation at Manufacturing Plants," Discussion papers 22015, Research Institute of Economy, Trade and Industry (RIETI).
  29. Kountouris, Yiannis, 2022. "Awareness days and environmental attitudes: The case of the “Earth Hour”," Ecological Economics, Elsevier, vol. 195(C).
  30. Bogui Li & Jianbao Chen & Shuangshuang Li, 2023. "Estimation of Fixed Effects Partially Linear Varying Coefficient Panel Data Regression Model with Nonseparable Space-Time Filters," Mathematics, MDPI, vol. 11(6), pages 1-24, March.
  31. Zhang, Ling & Wen, Shaobo, 2024. "The influence of global gallium trade network dynamics on price: A complex network and panel regression approach," Resources Policy, Elsevier, vol. 93(C).
  32. Cavallini, Flavia, 2024. "Not the right time for children: Unemployment, fertility, and abortion," Labour Economics, Elsevier, vol. 87(C).
  33. Cordonnier, Victor & Covarrubias, Katia Alejandra & de la O Campos, Ana Paula, 2024. "The impacts of widespread agricultural interventions on yields and food security in Ethiopia☆," Food Policy, Elsevier, vol. 124(C).
  34. Mohammad Reza Farzanegan & Hassan F. Gholipour & Mostafa Javadian, 2023. "Air pollution and internal migration: evidence from an Iranian household survey," Empirical Economics, Springer, vol. 64(1), pages 223-247, January.
  35. Gelvez, Juan David, 2024. "Coca Politics: Electoral Accountability and Tough-on-Crime Policies in Colombia," OSF Preprints yn9rz, Center for Open Science.
  36. Brick, Kerri & De Martino, Samantha & Visser, Martine, 2023. "Behavioural nudges for water conservation in unequal settings: Experimental evidence from Cape Town," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
  37. Kiyama, Shoichi & Yamazaki, Satoshi, 2022. "Product switching and efficiency in a declining small-scale fishery," Ecological Economics, Elsevier, vol. 193(C).
  38. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
  39. Canavire Bacarreza, Gustavo J. & Puerta-Cuartas, Alejandro & Ramos, Andrey, 2024. "On the Effects of Wildfires on Poverty in Bolivia," IZA Discussion Papers 16988, Institute of Labor Economics (IZA).
  40. Nils Droste & Benjamin Chatterton & Jakob Skovgaard, 2024. "A political economy theory of fossil fuel subsidy reforms in OECD countries," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  41. Kathryn McConnell & Elizabeth Fussell & Jack DeWaard & Stephan Whitaker & Katherine J. Curtis & Lise Denis & Jennifer Balch & Kobie Price, 2024. "Rare and highly destructive wildfires drive human migration in the U.S," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  42. Luis Costa & Vivek F. Farias & Patricio Foncea & Jingyuan (Donna) Gan & Ayush Garg & Ivo Rosa Montenegro & Kumarjit Pathak & Tianyi Peng & Dusan Popovic, 2023. "Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure," Interfaces, INFORMS, vol. 53(5), pages 336-349, September.
  43. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
  44. repec:ags:aaea22:335468 is not listed on IDEAS
  45. Lucía Tiscornia, 2024. "Police reform in the aftermath of armed conflict: How militarization and accountability affect police violence," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(3), pages 383-397, May.
  46. Guilherme Amorim & Diogo Britto & Alexandre Fonseca & Breno Sampaio, 2022. "Job Loss, Unemployment Insurance and Health: Evidence from Brazil," BAFFI CAREFIN Working Papers 22192, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  47. 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.
  48. Henrik-Alexander Schubert & Christian Dudel & Marina Kolobova & Mikko Myrskylä, 2023. "Revisiting the J-shape: human development and fertility in the United States," MPIDR Working Papers WP-2023-022, Max Planck Institute for Demographic Research, Rostock, Germany.
  49. Tapio Räsänen & Eva Österbacka, 2024. "Subsidizing private childcare in a universal regime," Review of Economics of the Household, Springer, vol. 22(1), pages 199-230, March.
  50. Koike, Atushi & Sakaguchi, Takuhiro & Seya, Hajime, 2022. "Road infrastructure and TFP in Japan after the rapid growth: A nonstationary panel approach," MPRA Paper 112375, University Library of Munich, Germany.
  51. Büchler, Simon & Lutz, Elena, 2024. "Making housing affordable? The local effects of relaxing land-use regulation," Journal of Urban Economics, Elsevier, vol. 143(C).
  52. Pengyu Chen & Abd Alwahed Dagestani, 2023. "Greenwashing behavior and firm value – From the perspective of board characteristics," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2330-2343, September.
  53. Peter Blair & Elijah Neilson, 2023. "Divorce and Property Division Laws Shape Human Capital Investment," Working Papers 2023-020, Human Capital and Economic Opportunity Working Group.
  54. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
  55. Zunian Luo, 2022. "Powering Up a Slow Charging Market: How Do Government Subsidies Affect Charging Station Supply?," Papers 2210.14908, arXiv.org, revised Jan 2023.
  56. Rong Cui & Yuda Wang & Yujing Wang, 2024. "The Impact of Data Elements on Enterprises’ Capital Market Performance: Insights from Stock Liquidity in China and Implications for Global Markets," Sustainability, MDPI, vol. 16(9), pages 1-30, April.
  57. Khuloud Mohammed Alawadhi & Nour Mansour Alshamali & Mansour Mohamed Alshamali, 2021. "Financial Development in Developing Countries and Its Impact on Economic Growth between 2008 and 2017," Accounting and Finance Research, Sciedu Press, vol. 10(4), pages 1-50, November.
  58. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
  59. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
  60. Gugushvili, Alexi & Jarosz, Ewa, 2024. "A longitudinal study of perceived social position and health-related quality of life," Social Science & Medicine, Elsevier, vol. 340(C).
  61. Li, Ping & Zhang, ZhongXiang, 2023. "The effects of new energy vehicle subsidies on air quality: Evidence from China," Energy Economics, Elsevier, vol. 120(C).
  62. Xiao, De & Yu, Fan & Guo, Chenhao, 2023. "The impact of China's pilot carbon ETS on the labor income share: Based on an empirical method of combining PSM with staggered DID," Energy Economics, Elsevier, vol. 124(C).
  63. Christopher D. Blake & Danna Kang Thomas & Joshua Hess, 2024. "Higher education: The impact of recreational marijuana on college applications," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 259-277, April.
  64. Millimet, Daniel L. & Bellemare, Marc, 2023. "Fixed Effects and Causal Inference," IZA Discussion Papers 16202, Institute of Labor Economics (IZA).
  65. Lyu, Xueying, 2022. "Car restriction policies and housing markets," Journal of Development Economics, Elsevier, vol. 156(C).
  66. Kihwan Bae & Edward Timmons, 2023. "Now You Can Take It with You: Effects of Occupational Credential Recognition on Labor Market Outcomes," Working Papers 23-03, Department of Economics, West Virginia University.
  67. Gallemore, Caleb & Pham, Thu Thuy & Hamilton, Matthew & Munroe, Darla K., 2024. "Vietnam's Payments for Forest Ecosystem Services scheme's puzzling role in protecting longstanding forests as deforestation rates rise," Ecological Economics, Elsevier, vol. 217(C).
  68. Tag, Mehmet Nasih & Degirmen, Suleyman, 2022. "Economic freedom and foreign direct investment: Are they related?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 737-752.
  69. Chen, Haojing & Bayram, Mehmet Emin & Lee, Changmin, 2023. "Measuring impact of health crises on economies: A staggered synthetic control approach with bias-correction," Finance Research Letters, Elsevier, vol. 58(PD).
  70. Philipp Weber & Laura A. Zell & Lars P. Feld & Christoph A. Schaltegger, 2024. "Functionality of Fiscal Rules in a Low Interest Rate Environment – New Empirical Results for Swiss Cantons," CESifo Working Paper Series 11351, CESifo.
  71. Kikuta, Kyosuke & Uesugi, Mamoru, 2023. "Do Politically Irrelevant Events Cause Conflict? The Cross-continental Effects of European Professional Football on Protests in Africa," International Organization, Cambridge University Press, vol. 77(1), pages 179-216, January.
  72. Yuanting Xia & Wenxiu Hu & Zhenxing Su, 2022. "Economic Policy Uncertainty, Social Financing Scale and Local Fiscal Sustainability: Evidence from Local Governments in China," Sustainability, MDPI, vol. 14(12), pages 1-19, June.
  73. Kemp, Jack, 2022. "The Educational Impact of Weakening Teachers’ Unions : Evidence from Wisconsin," Warwick-Monash Economics Student Papers 39, Warwick Monash Economics Student Papers.
  74. Lyu, Xueying, 2024. "Revisiting property tax capitalization," Regional Science and Urban Economics, Elsevier, vol. 108(C).
  75. del Castillo, Ernesto & Cabral, René, 2024. "Subnational public debt sustainability in Mexico: Is the new fiscal rule working?," European Journal of Political Economy, Elsevier, vol. 82(C).
  76. Inhwan Ko & Taedong Lee, 2022. "Carbon pricing and decoupling between greenhouse gas emissions and economic growth: A panel study of 29 European countries, 1996–2014," Review of Policy Research, Policy Studies Organization, vol. 39(5), pages 654-673, September.
  77. Vitor Melo & Liam Sigaud & Elijah Neilson & Markus Bjoerkheim, 2024. "Rural Healthcare Access and Supply Constraints: A Causal Analysis," Papers 2405.08168, arXiv.org.
  78. Liam Sigaud & Markus Bjoerkheim & Vitor Melo, 2024. "The Hidden Subsidy of the Affordable Care Act," Papers 2407.07217, arXiv.org.
  79. Gruhl, Henri & Volkhausen, Nicolas & Pestel, Nico & aus dem Moore, Nils, 2022. "Air pollution and the housing market: Evidence from Germany's Low Emission Zones," Ruhr Economic Papers 977, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  80. Heinzel, Mirko & Reinsberg, Bernhard, 2024. "Trust funds and the sub-national effectiveness of development aid: Evidence from the World Bank," World Development, Elsevier, vol. 179(C).
  81. Javier E. Portillo & Wisnu Sugiarto & Kevin Willardsen, 2024. "Drink…then drive away: The effects of lowering the blood alcohol concentration in Utah," Health Economics, John Wiley & Sons, Ltd., vol. 33(8), pages 1869-1894, August.
  82. Ursina Schaede & Ville Mankki, 2022. "Quota vs Quality? Long-Term Gains from an Unusual Gender Quota," CESifo Working Paper Series 9811, CESifo.
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