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Difference-in-Differences Estimators of Intertemporal Treatment Effects

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  1. Maorui Yang & Han Yu, 2024. "Long-Run Effects of Childhood Exposure to Medical Marijuana Laws on Education and Labor Market Outcomes," Journal of Labor Research, Springer, vol. 45(4), pages 565-597, December.
  2. Cyprien Batut & Andrea Garnero & Alessandro Tondini, 2023. "The employment effects of working time reductions: Sector‐level evidence from European reforms," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 217-232, July.
  3. Fuest, Clemens & Gründler, Klaus & Potrafke, Niklas & Ruthardt, Fabian, 2024. "Read my lips? Taxes and elections," Journal of Public Economics, Elsevier, vol. 236(C).
  4. Zhang, Haibo & Di Maria, Corrado & Ghezelayagh, Bahar & Shan, Yuli, 2024. "Climate policy in emerging economies: Evidence from China’s Low-Carbon City Pilot," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
  5. Fabre, Brice & Sangnier, Marc, 2025. "Where and why do politicians send pork? Evidence from central government transfers to French municipalities," Journal of Public Economics, Elsevier, vol. 241(C).
  6. Bilicka, Katarzyna & Scur, Daniela, 2024. "Organizational capacity and profit shifting," Journal of Public Economics, Elsevier, vol. 238(C).
  7. Caliendo, Marco & Olthaus, Rebecca & Pestel, Nico, 2025. "Long-term employment effects of the minimum wage in Germany: New data and estimators," Labour Economics, Elsevier, vol. 92(C).
  8. Joanne Haddad & Lamis Kattan, 2024. "Female-Specific Labor Regulation and Employment: Historical Evidence from the United States," CESifo Working Paper Series 11546, CESifo.
  9. 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.
  10. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
  11. Fukuda, Kenta, 2024. "Job loss, consumption insurance, and household time allocation," Labour Economics, Elsevier, vol. 91(C).
  12. Bhalotra, Sonia & Nunes, Letícia & Rocha, Rudi, 2023. "Emergency Care Centers, Hospital Performance and Population Health," CAGE Online Working Paper Series 659, Competitive Advantage in the Global Economy (CAGE).
  13. Devaki Ghose & Eduardo Pinheiro Fraga & Ana Margarida Fernandes, 2023. "Fertilizer Import Bans, Agricultural Exports, and Welfare : Evidence from Sri Lanka," Policy Research Working Paper Series 10642, The World Bank.
  14. Johansson, Naimi & Jakobsson, Niklas & Svensson, Mikael, 2024. "Place or patient as the driver of regional variation in healthcare spending – Discrepancies by category of care," Social Science & Medicine, Elsevier, vol. 342(C).
  15. Marion Richard & Oliver Vanden Eynde, 2023. "Cooperation between National Armies: Evidence from the Sahel borders," PSE Working Papers halshs-04312349, HAL.
  16. Tancredi Buscemi & Giulia Romani, 2022. "Allocation of authority and tactical redistribution of public investments: A historical quasi-experiment," Working Papers 2022:18, Department of Economics, University of Venice "Ca' Foscari", revised 2024.
  17. Marius Brülhart & Gian-Paolo Klinke & Andrea Marcucci & Dominic Rohner & Mathias Thoenig, 2023. "Price and Prejudice: Housing Rents Reveal Racial Animus," CESifo Working Paper Series 10369, CESifo.
  18. Jevan Cherniwchan & Nouri Najjar, 2021. "Free Trade and the Formation of Environmental Policy: Evidence from US Legislative Votes," Carleton Economic Papers 21-11, Carleton University, Department of Economics, revised 24 Feb 2022.
  19. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
  20. Nguyen, Manh-Hung & Hoang, Viet-Ngu & Nghiem, Son & Nguyen, Lan Anh, 2024. "The Dynamic and Heterogeneous Effects of COVID-19 Vaccination Mandates in the USA," TSE Working Papers 24-1598, Toulouse School of Economics (TSE).
  21. Burger, Anže & Marinč, Matej & Polanec, Sašo & Kotnik, Patricia, 2024. "Public procurement and bank lending," Finance Research Letters, Elsevier, vol. 66(C).
  22. Santiago Garriga & Dario Tortarolo, 2024. "Wage effects of means-tested transfers: Incidence implications of using firms as intermediaries," IFS Working Papers W24/49, Institute for Fiscal Studies.
  23. Dan Anderberg & Christina Olympiou, 2023. "Children's social care and early intervention policy: Evidence from sure start," Economica, London School of Economics and Political Science, vol. 90(359), pages 953-977, July.
  24. Clarke, Dylan R. & Gold, Daniel E., 2024. "The effects of residential landlord–tenant laws: New evidence from Canadian reforms using census data," Journal of Urban Economics, Elsevier, vol. 140(C).
  25. Thiemo Fetzer & Oliver Vanden Eynde & Austin L Wright, 2024. "Team production on the battlefield: Evidence from NATO in Afghanistan," PSE Working Papers halshs-04610715, HAL.
  26. Bhorat, Haroon & Köhler, Timothy, 2025. "The labour market effects of cash transfers to the unemployed: Evidence from South Africa," World Development, Elsevier, vol. 188(C).
  27. Aigerim Sarsenbayeva & Dinara Alpysbayeva, 2025. "Unequal access to healthcare and inadequate financing have highlighted the need for healthcare reform to increase efficiency while nsuring equity in healthcare financing worldwide. Our study evaluates," MUNI ECON Working Papers 2025-03, Masaryk University.
  28. Currie, Janet & Karpova, Anastasia & Zeltzer, Dan, 2023. "Do urgent care centers reduce Medicare spending?," Journal of Health Economics, Elsevier, vol. 89(C).
  29. Wang, Xinfeng & Ye, Xin, 2024. "Impact of the targeted poverty alleviation policy on older adults’ healthcare utilization: A quasi-experimental analysis from China," Social Science & Medicine, Elsevier, vol. 356(C).
  30. Fabra, Natalia & Gutiérrez, Eduardo & Lacuesta, Aitor & Ramos, Roberto, 2024. "Do renewable energy investments create local jobs?," Journal of Public Economics, Elsevier, vol. 239(C).
  31. Wenjie Zhang & Xianqiang Zou & Chuliang Luo & Lulu Yuan, 2024. "Hukou reform and labor market outcomes of urban natives in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(2), pages 1-41, June.
  32. Laudage Teles, Sabine & Riedel, Nadine & Strohmaier, Kristina, 2024. "On the effects of anti-profit shifting regulations: A developing country perspective," Journal of Public Economics, Elsevier, vol. 235(C).
  33. Abouk, Rahi & Courtemanche, Charles & Dave, Dhaval & Feng, Bo & Friedman, Abigail S. & Maclean, Johanna Catherine & Pesko, Michael F. & Sabia, Joseph J. & Safford, Samuel, 2023. "Intended and unintended effects of e-cigarette taxes on youth tobacco use," Journal of Health Economics, Elsevier, vol. 87(C).
  34. David Boto-García & Alvaro Muñiz-Fernández & Levi Pérez, 2024. "Windfall money and outbound tourism: A natural experiment from lottery winnings," Tourism Economics, , vol. 30(5), pages 1257-1280, August.
  35. Berger, Thor & Prawitz, Erik, 2024. "Collaboration and connectivity: Historical evidence from patent records," Journal of Urban Economics, Elsevier, vol. 139(C).
  36. Deiana, Claudio & Giua, Ludovica, 2023. "This site is closed! The effect of decommissioning mining waste facilities on mortality in the long run," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
  37. Sulin Sardoschau & Annalí Casanueva Artís & Analì Casanueva Artìs, 2025. "The Cost of Tolerating Intolerance: Right-Wing Protest and Hate Crimes," CESifo Working Paper Series 11745, CESifo.
  38. Brown, David P. & Muehlenbachs, Lucija, 2024. "The value of electricity reliability: Evidence from battery adoption," Journal of Public Economics, Elsevier, vol. 239(C).
  39. Rubli, Adrian, 2023. "Trade-offs between access and quality in healthcare: Evidence from retail clinics in Mexico," Journal of Public Economics, Elsevier, vol. 224(C).
  40. Sabine Bacouël-Jentjens & Grégory Levieuge & José Riascos & Camelia Turcu, 2023. "Sustainable development and the extractive industry. An assessment of the Mexican case," Working Papers 2023.17, International Network for Economic Research - INFER.
  41. Lindgren, Erik & Pettersson-Lidbom, Per & Tyrefors, Björn, 2021. "The Causal Effect of Transport Infrastructure: Evidence from a New Historical Database," Working Paper Series 1407, Research Institute of Industrial Economics.
  42. Koetter, Michael & Noth, Felix, 2025. "Ecological preferences and the carbon intensity of corporate investment," IWH Discussion Papers 2/2025, Halle Institute for Economic Research (IWH).
  43. Ruonan Xu & Luther Yap, 2024. "Clustering with Potential Multidimensionality: Inference and Practice," Papers 2411.13372, arXiv.org.
  44. Francesca M. Calamunci & Livio Ferrante & Rossana Scebba & Gianpiero Torrisi, 2023. "Mafia doesn't live here anymore: Antimafia policies and housing prices," Journal of Regional Science, Wiley Blackwell, vol. 63(4), pages 1001-1025, September.
  45. Chervier, Colas & Atmadja, Stibniati S. & Nofyanza, Sandy & Annisa, Choiriatun Nur & Nurfatriani, Fitri & Kristiningrum, Rochadi & Sahide, Muhammad Alif K. & Suhardiman, Ali & Umar, Syukur, 2025. "Impact of Indonesia's Forest Management Units on the reduction of forest loss and forest fires in Sulawesi," Ecological Economics, Elsevier, vol. 227(C).
  46. Xue, Yi & Zhang, Xinzhi, 2024. "Digital transformation and corporate capital structure: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
  47. Mehic, Adrian & Mosaddegh, Arian, 2025. "The Impact of Firm-Influenced Vocational Education on Labor Market and Demographic Outcomes," Working Paper Series 1524, Research Institute of Industrial Economics, revised 14 Apr 2025.
  48. Campbell, Richard Cole, 2024. "Need for speed: Fiber and student achievement," Telecommunications Policy, Elsevier, vol. 48(6).
  49. Yong Geng & Wei Liu & Hanshu Chen & Xinyu Zou, 2023. "The Spillover Effects of Environmental Regulations: A Perspective of Chinese Unregulated Firms' Tax Burden," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(2), pages 84-111, March.
  50. Roxana Guti'errez-Romero, 2024. "Femicide Laws, Unilateral Divorce, and Abortion Decriminalization Fail to Stop Women's Killings in Mexico," Papers 2407.06722, arXiv.org.
  51. Anthonin Levelu & Anna Maria Mayda & Gianluca Orefice, 2025. "Deep trade agreements and international migration: the role of visa provisions," Journal of Economic Geography, Oxford University Press, vol. 25(1), pages 75-92.
  52. John Kandrac, 2021. "Can the Federal Reserve Effectively Target Main Street? Evidence from the 1970s Recession," Finance and Economics Discussion Series 2021-061, Board of Governors of the Federal Reserve System (U.S.).
  53. Heeyun Kim, 2024. "A Fad or the New Norm for Student Access Today? Evaluating Enrollment Outcomes of Holistic Admissions in South Korea," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(5), pages 1040-1064, August.
  54. Isabelle Chort & Berk Öktem, 2024. "Agricultural shocks, coping policies and deforestation: Evidence from the coffee leaf rust epidemic in Mexico," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 1020-1057, May.
  55. Christofzik Désirée I. & Feld Lars P. & Yeter Mustafa, 2024. "Die regionalen Effekte der Grunderwerbsteuer: Zeit für Reformen," Wirtschaftsdienst, Sciendo, vol. 104(11), pages 754-757.
  56. Andrés Ramasco, 2023. "Not a Sip: Effects of Zero Tolerance Laws on Road Traffic Fatalities," Working Papers 289, Red Nacional de Investigadores en Economía (RedNIE).
  57. Harvey, Anna & Mattia, Taylor, 2024. "Reducing racial disparities in crime victimization: Evidence from employment discrimination litigation," Journal of Urban Economics, Elsevier, vol. 141(C).
  58. Shenghao Bi & Wanying Zhang & Zhenjun Yan & Andrea Appolloni, 2024. "Impact of energy saving and emission reduction policy: Empirical evidence from regional and local business in China," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8815-8832, December.
  59. Sonia Paty & Morgan Ubeda, 2021. "Inter-municipal cooperation and the provision of local public goods," Working Papers 2121, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
  60. THIVILLON, Thomas, 2022. "Saving lives with cooking gas? Unintended effects of LPG subsidies in Peru," SocArXiv yh5xs, Center for Open Science.
  61. Zhang, Bingbing & Yu, Lan & Sun, Chuanwang, 2023. "How do the National Eco-Industrial Demonstration Parks affect urban total factor energy efficiency? Evidence from a quasi-natural experiment," Energy Economics, Elsevier, vol. 126(C).
  62. 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.
  63. Huber, Matthias & Uebelmesser, Silke, 2023. "Presence of language-learning opportunities and migration," Labour Economics, Elsevier, vol. 84(C).
  64. Zabinski, Zenon & Black, Bernard S., 2022. "The deterrent effect of tort law: Evidence from medical malpractice reform," Journal of Health Economics, Elsevier, vol. 84(C).
  65. Aaron M. Gamino, 2024. "The impact of juvenile curfews on teenage birth rates," Health Economics, John Wiley & Sons, Ltd., vol. 33(7), pages 1528-1545, July.
  66. Gutiérrez-Romero, Roxana, 2024. "The intergenerational impact of electoral violence on height and human capital," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 608-630.
  67. 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.
  68. Liu, Zhen & Kornher, Lukas & Qaim, Matin, 2024. "Impacts of supermarkets on child nutrition in China," Food Policy, Elsevier, vol. 127(C).
  69. Bietenbeck, Jan & Leibing, Andreas & Marcus, Jan & Weinhardt, Felix, 2023. "Tuition fees and educational attainment," European Economic Review, Elsevier, vol. 154(C).
  70. Leek, Lauren Caroline & Bischl, Simeon, 2024. "How Central Bank Independence Shapes Monetary Policy Communication: A Large Language Model Application," SocArXiv yrhka, Center for Open Science.
  71. Chronopoulos, Dimitris K. & Johari, Edie Erman Che & Scholtens, Bert & Sobiech, Anna L. & Wilson, John O.S. & Yilmaz, Muhammed H., 2023. "Competition and bank dividends," Journal of International Money and Finance, Elsevier, vol. 137(C).
  72. Leek, Lauren Caroline & Bischl, Simeon, 2024. "How Central Bank Independence Shapes Monetary Policy Communication: A Large Language Model Application," SocArXiv yrhka_v1, Center for Open Science.
  73. Agnieszka Postepska & Anastasiia Voloshyna, 2025. "The effect of Ukrainian refugees on the local labour markets: the case of Czechia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-45, March.
  74. Anthonin Levelu & Anna Maria Mayda & Gianluca Orefice, 2025. "Deep trade agreements and international migration: the role of visa provisions," Journal of Economic Geography, Oxford University Press, vol. 25(1), pages 75-92.
  75. Blundell, Wesley & Devadoss, Stephen & Luckstead, Jeff, 2024. "Effects of mergers and acquisitions on food quality," Economics Letters, Elsevier, vol. 244(C).
  76. Jia, Wentao & Xie, Rui & Ma, Chunbo & Gong, Zezhong & Wang, Hui, 2024. "Environmental regulation and firms' emission reduction – The policy of eliminating backward production capacity as a quasi-natural experiment," Energy Economics, Elsevier, vol. 130(C).
  77. Gregory Distelhorst & Jee‐Eun Shin, 2023. "Assessing the Social Impact of Corporations: Evidence from Management Control Interventions in the Supply Chain to Increase Worker Wages," Journal of Accounting Research, Wiley Blackwell, vol. 61(3), pages 855-890, June.
  78. Di Matteo, Dante & Cardinale, Bernardo, 2023. "Impact of high-speed rail on income inequalities in Italy," Journal of Transport Geography, Elsevier, vol. 111(C).
  79. THIVILLON, Thomas, 2022. "Saving lives with cooking gas? Unintended effects of targeted LPG subsidies in Peru," SocArXiv yh5xs_v1, Center for Open Science.
  80. Langenmayr, Dominika & Zyska, Lennard, 2023. "Escaping the exchange of information: Tax evasion via citizenship-by-investment," Journal of Public Economics, Elsevier, vol. 221(C).
  81. Mario F. Carillo & Lavinia Piemontese & Francesco Flaviano Russo, 2024. "Timing Matters: Integration Policies and Local Wealth," Working Papers wpdea2405, Department of Applied Economics at Universitat Autonoma of Barcelona.
  82. Tafese, Tevin & Lay, Jann & Van Tran, 2023. "From fields to factories: Special economic zones, foreign direct investment, and labour markets in Vietnam," GIGA Working Papers 338, GIGA German Institute of Global and Area Studies.
  83. Marcolongo, Giovanna & Zambiasi, Diego, 2024. "Offshore finance and corruption in oil licensing," Energy Economics, Elsevier, vol. 137(C).
  84. Arboleda Cárcamo, David, 2024. "Fitting a Curve to the Pre-Trends," Documentos CEDE 21199, Universidad de los Andes, Facultad de Economía, CEDE.
  85. Yi Chen & Ziying Fan & Xiaomin Gu & Li-An Zhou, 2024. "Evaluating the effects of a massive rural school expansion in pre-reform China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(1), pages 1-39, March.
  86. Marco Francesconi & Daniela Sonedda, 2024. "Does Weaker Employment Protection Lower the Cost of Job Loss?," CESifo Working Paper Series 11417, CESifo.
  87. Thomas, Rhys Llewellyn & Millett, Christopher & Sousa Soares, Ricardo de & Hone, Thomas, 2024. "More doctors, better health? A generalised synthetic control approach to estimating impacts of increasing doctors under Brazil's Mais Medicos programme," Social Science & Medicine, Elsevier, vol. 358(C).
  88. Penghu Zhu & Yingying Hu & Ning Zhang, 2024. "How does civilization promote happiness? Insights from the Civilized Cities Program in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
  89. Sardoschau, Sulin & Casanueva, Annalí, 2024. "Public Signal and Private Action: Right-wing Protest and Hate Crimes against Refugees," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302408, Verein für Socialpolitik / German Economic Association.
  90. Merkus, Erik, 2024. "The economic consequences of environmental enforcement: Evidence from an anti-deforestation policy in Brazil," World Development, Elsevier, vol. 181(C).
  91. Cao, Jing & Ho, Mun S. & Ma, Rong & Zhang, Yu, 2024. "Transition from plan to market: Imperfect regulations in the electricity sector of China," Journal of Comparative Economics, Elsevier, vol. 52(2), pages 509-533.
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  93. Gruber, Jonathan & Lin, Mengyun & Yi, Junjian, 2023. "The largest insurance program in history: Saving one million lives per year in China," Journal of Public Economics, Elsevier, vol. 226(C).
  94. Chervier, Colas & Ximenes, Arimatéa C. & Mihigo, Blaise-Pascal Ntirumenyerwa & Doumenge, Charles, 2024. "Impact of industrial logging concession on deforestation and forest degradation in the DRC," World Development, Elsevier, vol. 173(C).
  95. Taskin, Ahmet Ali & Yaman, Firat, 2023. "The effect of branching deregulation on finance wage premium," FAU Discussion Papers in Economics 08/2023, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
  96. Cui, Shuhui & Li, Guangqin & Liu, Jiashu, 2024. "Can the construction of smart cities promote the capital allocation efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  97. Olivier Allais & Géraldine Enderli & Franco Sassi & Louis-Georges Soler, 2023. "Effective policies to promote sugar reduction in soft drinks: lessons from a comparison of six European countries [Des politiques efficaces pour promouvoir la réduction du sucre dans les boissons n," Post-Print hal-04204294, HAL.
  98. Chiara Zanardello, 2024. "Early Modern Academies, Universities and Growth," LIDAM Discussion Papers IRES 2024012, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
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