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Simple approaches to nonlinear difference-in-differences with panel data

Citations

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Cited by:

  1. Benos, Nikolaos & Conti, Maurizio & Papazoglou, Michail & Tsoumaris, Stamatis, 2026. "When Universities Matter: Academic Quality, Market Access, and Urban Growth in Pre-Industrial Europe," IZA Discussion Papers 18781, IZA Network @ LISER.
  2. Khalil, Umair & Sanfelice, Viviane, 2025. "Housing Improvement and Crime," Journal of Public Economics, Elsevier, vol. 242(C).
  3. Reyns, Ariane & Hudon, Marek & Schoors, Koen, 2025. "For better or for worse: How Mutual Credit Systems bolster resilience of small firms," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
  4. Jasmina Chauvin & Prithwiraj Choudhury & Tommy Pan Fang, 2024. "Working Around the Clock: Temporal Distance, Intrafirm Communication, and Time Shifting of the Employee Workday," Organization Science, INFORMS, vol. 35(5), pages 1660-1681, September.
  5. Yanhua Bird & Qi Li & Xiaoyu Zhou, 2026. "Supervisory Support Shift: The Impact of Disability Inclusion on Coworker Productivity," Organization Science, INFORMS, vol. 37(3), pages 1094-1122, May.
  6. Bloem, Michael D. & Villero, Jesús, 2024. "College opportunity and teen fertility: Evidence from Ser Pilo Paga in Colombia," Journal of Development Economics, Elsevier, vol. 171(C).
  7. Valentin Guye, 2025. "Indirect Land use Change Mechanisms: Tests from Biofuel Mandates and Pantropical Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(12), pages 3329-3365, December.
  8. Yuan, Bozong & Zhang, Xinzhi, 2025. "Restoring inland prosperity: The impact of the New International Land-Sea Corridor on corporate internationalization and regional wealth gaps," Regional Science and Urban Economics, Elsevier, vol. 114(C).
  9. Eicher, Theo S. & Eskimez, Reina Kawai & Newiak, Monique, 2025. "Effects of IMF-supported programs on gender inequality," European Journal of Political Economy, Elsevier, vol. 90(PB).
  10. Amberger, Harald J. & Wilde, Jaron H. & Wu, Yuchen, 2025. "Cross-border investment, deterrence, and compliance effects of ownership transparency," Journal of Accounting and Economics, Elsevier, vol. 80(2).
  11. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2026. "Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists," Journal of Agricultural Economics, Wiley Blackwell, vol. 77(2), pages 356-382, June.
  12. Chiara Lodi & Agnese Sacchi & Francesco Vidoli, 2025. "Gender politics, environmental behaviours, and local territories: evidence from Italian municipalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-33, June.
  13. Yadav Anil & McHale John & Harold Jason & O’Neill Stephen, 2026. "Estimating the effects of staggered interventions with count and binary outcomes: a simulation study," Journal of Causal Inference, De Gruyter, vol. 14(1), pages 1.
  14. Buonanno, Paolo & Ferrari, Irene & Saia, Alessandro, 2024. "All is not lost: Organized crime and social capital formation," Journal of Public Economics, Elsevier, vol. 240(C).
  15. Falco, Chiara & Raimondi, Valentina, 2025. "Hydropower dams, deforestation, and land use change: evidence from Brazil," FEEM Working Papers 376270, Fondazione Eni Enrico Mattei (FEEM).
  16. Wang, Deli & Liu, Xiaoyuan & Hu, Shiyang & Wu, Shangrui, 2025. "The value of digital government transformation: Evidence from R&D subsidy efficiency in China," International Review of Financial Analysis, Elsevier, vol. 102(C).
  17. Ma, Yuanyuan & Zheng, Wenyuan & Huang, Zhiyong, 2025. "Navigating healthcare for older adults after a chronic illness diagnosis: Evidence from China," The Journal of the Economics of Ageing, Elsevier, vol. 31(C).
  18. Bonani, Michela, 2026. "Standard-setting and the incentives to innovate: Evidence from the IEEE patent policy update," International Journal of Industrial Organization, Elsevier, vol. 104(C).
  19. Zhang, Zaihang & Xie, Chaoping & Kang, Xiaoning, 2026. "Regularized PPML for High-Dimensional Structural Gravity: Evidence on Agricultural RTA Effects," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404666, Agricultural and Applied Economics Association.
  20. Young Ahn & Hiroyuki Kasahara, 2026. "Event-Study Designs for Discrete Outcomes under Transition Independence," Papers 2603.07914, arXiv.org.
  21. Maclean, Johanna Catherine & Pabilonia, Sabrina Wulff, 2025. "The effects of state paid sick leave mandates on parental childcare time," Journal of Health Economics, Elsevier, vol. 103(C).
  22. He, Yugang, 2026. "Rewiring industrial futures: The role of AI-enabled digital twins in energy productivity transitions," International Review of Economics & Finance, Elsevier, vol. 105(C).
  23. Masserini, Lucio & Bini, Matilde & Lorenzoni, Valentina, 2024. "The effect of pricing policies on students’ use of university canteens," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
  24. Artuc, Erhan & Falcone, Guillermo & Porto, Guido & Rijkers, Bob, 2026. "Protectionism, evasion and household welfare evidence from Nigeria’s import bans," Journal of Public Economics, Elsevier, vol. 253(C).
  25. Brown, Caitlin & Tommasi, Denni, 2025. "Quality Upgrading in the Street Food Market: Is Better Equipment and Training Sufficient?," IZA Discussion Papers 18328, IZA Network @ LISER.
  26. Errichiello, Grazia & Barra, Cristian & Giganti, Patrizio & Falcone, Pasquale Marcello, 2026. "Assessing the impact of climate policy uncertainty on lobbying: An empirical analysis of European countries," Ecological Economics, Elsevier, vol. 245(C).
  27. Molina, Teresa & Siegal, Nicole & Choi, Jaehyun, 2026. "Migration Responses to State Abortion Policy," IZA Discussion Papers 18615, IZA Network @ LISER.
  28. Sergey Alexeev, 2026. "A closer look at Doleac and Mukherjee (2022) and the effects of naloxone access laws on opioid ER admissions," Economic Inquiry, Western Economic Association International, vol. 64(1), pages 54-87, January.
  29. Berlanda, Andrea & Lodigiani, Elisabetta & Tosetti, Elisa & Vittadini, Giorgio, 2024. "The impact of EU enlargement on immigrants’ mental health," Journal of Economic Behavior & Organization, Elsevier, vol. 225(C), pages 116-135.
  30. Christian Peukert & Florian Abeillon & Jérémie Haese & Franziska Kaiser & Alexander Staub, 2024. "Strategic Behavior and AI Training Data," CESifo Working Paper Series 11099, CESifo.
  31. Marco Piccininni & Eric J. Tchetgen Tchetgen & Mats J. Stensrud, 2025. "Refining the Notion of No Anticipation in Difference-in-Differences Studies," Papers 2507.12891, arXiv.org, revised Sep 2025.
  32. Tobias Seidel & Frederic Kluser & Maximilian von Ehrlich, 2026. "The Urban-Rural Gap in Local Market Access: Evidence from Grocery Demand," CESifo Working Paper Series 12616, CESifo.
  33. Elena Kotyrlo, 2025. "Evaluation of continuous treatment," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 80, pages 93-116.
  34. Christian Peukert & Florian Abeillon & J'er'emie Haese & Franziska Kaiser & Alexander Staub, 2024. "AI and the Dynamic Supply of Training Data," Papers 2404.18445, arXiv.org, revised Jun 2025.
  35. Meyerhoefer, Chad D. & Xue, Bingjin & Poznańska, Anna, 2025. "Implications of the decline in LGBT rights for population mental health: Evidence from Polish “LGBT-free zones”," Journal of Health Economics, Elsevier, vol. 100(C).
  36. Ben Deaner & Hyejin Ku, 2024. "Causal Duration Analysis with Diff-in-Diff," Papers 2405.05220, arXiv.org, revised May 2026.
  37. Wang, Yimin, 2025. "Links between COVID-19 lockdowns and drug overdose deaths, evidence from panel data," Economics & Human Biology, Elsevier, vol. 58(C).
  38. Shrestha, Maheshwor & Kaila, Heidi & Cha’ngom, Narcisse & Adhikari, Samik, 2026. "Do bilateral labor agreements increase migration? Global evidence from 1960 to 2020," Journal of Development Economics, Elsevier, vol. 179(C).
  39. Araujo, Rafael & Borges, Bruna & Costa, Francisco & Santos, Kelly, 2025. "Seeds of disparity: The gender land divide from Brazil’s agricultural transition," Journal of Economic Behavior & Organization, Elsevier, vol. 237(C).
  40. Sabatino, Lorien & Caramma, Giorgio, 2025. "Information technology and road safety," Regional Science and Urban Economics, Elsevier, vol. 115(C).
  41. Lambert, Dayton M. & Golden, Bill & Lambert, Lixia & Guererro, Bridget, . "The Impacts of a Local Enhanced Management Area on Groundwater Use for Crop Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 51(1).
  42. Elizabeth Webster & Alfons Palangkaraya & Paul H. Jensen & Russell Thomson, 2024. "The effects of university-industry collaboration subsidies on firm performance," Melbourne Institute Working Paper Series wp2024n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  43. repec:osf:socarx:dk4bc_v1 is not listed on IDEAS
  44. Richards, Timothy J. & Paudel, Ujjwol, 2025. "Minimum Wages and Employment," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361159, Agricultural and Applied Economics Association.
  45. Jing Lu & Jie Xu, 2025. "Intelligent Manufacturing and Corporate Offshoring Production: Estimation Based on Heterogeneity-Robust Nonlinear Difference-in-Differences Method," Sustainability, MDPI, vol. 17(13), pages 1-21, June.
  46. Joop Age Harm Adema, 2025. "Low-cost Language Learning: A Boost to Move? Lessons From Duolingo," EconPol Forum, CESifo, vol. 26(03), pages 70-76, July.
  47. Kris James Mitchener & Kirsten Wandschneider, 2024. "Currency Wars and Trade," NBER Working Papers 33313, National Bureau of Economic Research, Inc.
  48. Beeler, Ashley & Lambert, Dayton M. & Kenkel, Phil & Brorsen, B. Wade, . "The Effect of a Cooperative Grain Alliance on Wheat Basis," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 50(3).
  49. Baraldi, Anna Laura & Papagni, Erasmo & Stimolo, Marco, 2024. "Neutralizing the tentacles of organized crime. Assessment of the impact of an anti-crime measure on mafia violence in Italy," Journal of Economic Behavior & Organization, Elsevier, vol. 223(C), pages 57-85.
  50. Sumedha Gupta & Johanna Catherine Maclean & Christopher J. Ruhm & Kosali I. Simon, 2025. "The Impact of State Paid Sick Leave Mandates on Medicaid-financed Prescription Medications," NBER Working Papers 34485, National Bureau of Economic Research, Inc.
  51. Ambrocio, Gene & Bui, Dien Giau & Hasan, Iftekhar & Lin, Chih-Yung, 2026. "Pyrrhic diversification: Foreign institutional ownership and stock return sensitivity to the global financial cycle," Bank of Finland Research Discussion Papers 2/2026, Bank of Finland.
  52. Hong Xu & Kai Lin & Hui Wang & Weifen Lin & Longzheng Du, 2025. "Does local green governance promote corporate green innovation? A new perspective from green officials," Empirical Economics, Springer, vol. 68(4), pages 1861-1892, April.
  53. Yoto V. Yotov, 2024. "The evolution of structural gravity: The workhorse model of trade," Contemporary Economic Policy, Western Economic Association International, vol. 42(4), pages 578-603, October.
  54. Carmen Villa, 2024. "The effects of youth clubs on education and crime," IFS Working Papers W24/51, Institute for Fiscal Studies.
  55. Lionel Fontagné & Yoto V Yotov, 2026. "Reassessing the benefits of European integration and the European Union's ability to achieve strategic autonomy," Working Papers halshs-05512419, HAL.
  56. Ninon Moreau-Kastler, 2025. "Proportional Treatment Effects in Staggered Settings: An Approach for Poisson Pseudo-Maximum Likelihood," Working Papers 031, EU Tax Observatory.
  57. Lionel Fontagné & Cristina Mitaritonna & Gianluca Orefice & Gianluca Santoni, 2026. "Air Service Agreements, Connectivity and Emissions," Working Papers halshs-05545525, HAL.
  58. Md Abdul Bari & Mohammad Ajmal Khuram & Ghulam Dastgir Khan & Md K Bin Kamal, 2025. "From revolution to inflation: the economic consequences of the Arab spring on Yemen’s food prices," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-8, December.
  59. Ridwan Ah Sheikh & Sunil Kanwar, 2025. "Revisiting the impact of TRIPS on trade: Evidence from staggered difference-in-differences," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2025-025, Indira Gandhi Institute of Development Research, Mumbai, India.
  60. repec:ags:aaea22:343893 is not listed on IDEAS
  61. Castet, Antoine, 2024. "The impact of large-scale land acquisitions on child food insecurity in Africa," World Development, Elsevier, vol. 179(C).
  62. Juan Carlos Angulo, 2026. "Rethinking the Mexican Conflict with a Gender Perspective," Sobre México. Revista de Economía, Sobre México. Temas en economía, vol. 1(13), pages 103-140.
  63. Ohyun Kwon & Arne J. Nagengast & Jangsu Yoon & Yoto V. Yotov, 2026. "From Imposition to Lifting: Estimating the Effects of Sanctions Over Their Lifecycle," CESifo Working Paper Series 12504, CESifo.
  64. Jeanet Sinding Bentzen & Alessandro Pizzigolotto & Lena Lindbjerg Sperling, 2026. "Divine Policy: The Impact of Religion in Government," American Economic Journal: Applied Economics, American Economic Association, vol. 18(1), pages 195-247, January.
  65. Deb, P.; & Norton, E.C.; & Wooldridge, J.M.; & Zabel, J.E.;, 2024. "A Flexible, Heterogeneous Treatment Effects Difference-in-Differences Estimator for Repeated Cross-Sections," Health, Econometrics and Data Group (HEDG) Working Papers 24/17, HEDG, c/o Department of Economics, University of York.
  66. Kaleb Abreha & Raymond Robertson, 2025. "Revisiting the Effects of Regional Trade Agreements Using Staggered Adoption Design," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 53(3), pages 113-124, September.
  67. Cipollina, Maria & Dal Bianco, Silvia, 2025. "Trade sanctions and global value chains: The role of financial development and capital openness in emerging markets," Emerging Markets Review, Elsevier, vol. 67(C).
  68. Arne Risa Hole & Anita Ratcliffe, 2025. "Difference‐in‐differences with ordinal data: analysing the impact of terror attacks on racial harassment fears of UK Muslims," Fiscal Studies, John Wiley & Sons, vol. 46(4), pages 513-527, December.
  69. Ruonan Xu & Luther Yap, 2024. "Clustering with Potential Multidimensionality: Inference and Practice," Papers 2411.13372, arXiv.org.
  70. Saqib Munir, 2025. "Accelerating entrepreneurial ecosystems in Muslim-majority countries: the impact of institutional quality, digital infrastructure, and economic factors on new business formation," Future Business Journal, Springer, vol. 11(1), pages 1-18, December.
  71. Rojas, Christian & Cengiz, Doruk, 2025. "Fifty Years of Industrial Organization in Agricultural Economics: Evidence, Evolution, and Emerging Directions," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 50(4), December.
  72. Bukin, Eduard & Robinson, Sarah & Petrick, Martin, 2025. "The effects of land privatization on pasture productivity in south-eastern Kazakhstan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 158, pages 1-18.
  73. Arne J. Nagengast & Fernando Rios‐Avila & Yoto V. Yotov, 2026. "The European single market and intra‐EU trade: an assessment with heterogeneity‐robust difference‐in‐differences methods," Economica, London School of Economics and Political Science, vol. 93(369), pages 298-331, January.
  74. Lee, Gi-Eu & Erfanian, Elham, 2026. "Reassessing the Impact of Power Plants on Student Achievement: New Evidence from Ohio's Taxable Valuations," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404747, Agricultural and Applied Economics Association.
  75. Martina F. Ferracane & Bernard Hoekman & Erik van der Marel & Filippo Santi, 2026. "Digital trade, data protection and the EU adequacy club," Economica, London School of Economics and Political Science, vol. 93(369), pages 230-259, January.
  76. Menares, Felipe & Muñoz, Pablo, 2025. "The impact of standardized disease-specific healthcare coverage," Journal of Public Economics, Elsevier, vol. 242(C).
  77. Callen, Ian & Stoddard, Christiana, 2024. "Putting the “A” in AP: The effect of advanced placement state policies on student participation and performance," Economics of Education Review, Elsevier, vol. 102(C).
  78. Sezgin, Volkan & Doruk, Ömer Tuğsal & Barak, Ahmet Yasir & Ertuğrul, Hasan Murat, 2025. "Idiosyncratic risk and international trade: New evidence," Finance Research Letters, Elsevier, vol. 78(C).
  79. Mau, Karsten & Vicencio , Antonio & Xu, Mingzhi & Zheng, Yawen, 2026. "From Shipments to Supply Chains: Mining Input-Output Links from Firm-level Trade Flows," Research Memorandum 001, Maastricht University, Graduate School of Business and Economics (GSBE).
  80. Cao, Hongjian & Zhao, Yu & Yuan, Li & Li, Ke, 2024. "Does legislation promote technological innovation in renewable energy enterprises? Evidence from China," Energy Policy, Elsevier, vol. 188(C).
  81. Curran, Brian & Meyer, Bruce & Wu, Derek, 2026. "Misleading Estimates from Nonlinear Models with a Binary Outcome," IZA Discussion Papers 18741, IZA Network @ LISER.
  82. Lukas J. Hornung & Nico Stöckmann, 2024. "Protectionism in Disguise? EU Anti-Dumping Measures Targeting PRC Iron and Steel Products," Journal of Industry, Competition and Trade, Springer, vol. 24(1), pages 1-31, December.
  83. Chen Lin & Chicheng Ma & Yuchen Sun & Yuchen Xu, 2025. "The Allocation of Talent and Financial Development, 1897 to 1936," Management Science, INFORMS, vol. 71(6), pages 4688-4706, June.
  84. Amponsem, Maxwell & Osei, Edward & Yu, Mark & Guney, Selin, 2026. "Assessing the Impacts of Organic Equivalency Agreements on the U.S. Organic Trade," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404671, Agricultural and Applied Economics Association.
  85. Bruno Paolo Bosco & Paolo Maranzano, 2025. "Vis Inertiae and Statistical Inference: A Review of Difference-in-Differences Methods Employed in Economics and Other Subjects," Econometrics, MDPI, vol. 13(4), pages 1-56, September.
  86. Naoto JINJI & Shigenobu KAWAGUCHI, 2026. "The Impact of Global Sanctions on Foreign Direct Investment: A staggered difference-in-differences approach," Discussion papers 26032, Research Institute of Economy, Trade and Industry (RIETI).
  87. Jérémie Haese & Christian Peukert, 2026. "Open at the Core: Moving from Proprietary Technology to Building a Product on Open Source Software," Management Science, INFORMS, vol. 72(5), pages 4173-4199, May.
  88. Khambai Khamjalas, 2024. "Nexuses between Food, Energy, and Water Consumption on Urban-Rural Income Gap in South-Eastern Asian Countries Using Difference in Difference in Modelling Technique," International Journal of Economics and Financial Issues, Econjournals, vol. 14(2), pages 186-195, March.
  89. Bruno, Randolph Luca & Cipollina, Maria & Dal Bianco, Silvia, 2025. "Trade sanctions and Global Value Chains: A China–South Africa perspective," China Economic Review, Elsevier, vol. 89(C).
  90. Michele Cantarella & Maria Cristina Maurizio & Francesco Serti, 2025. "The temporary impact of permanent employment incentives: Evidence from Italy," Papers 2509.10193, arXiv.org, revised Nov 2025.
  91. Matteo Neri-Lainé, 2026. "Sovereign Gravity: The Military Alliance Effect on Trade," Working Papers 2026-05, CEPII research center.
  92. Carmen Díaz-Mora & Silviano Esteve-Pérez & Salvador Gil-Pareja & Fernando Ríos-Avila, 2024. "The EMU effect on trade: A re-assessment accounting for staggered treatment adoption," Working Papers 2407, Department of Applied Economics II, Universidad de Valencia.
  93. Frédéric Kluser, 2025. "Cross-border shopping: evidence from household transaction records," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
  94. Esposti, Roberto, 2026. "Evaluating policy impact under sparse and staggered adoption. A synthetic difference-in-differences application to EU rural development measures," Evaluation and Program Planning, Elsevier, vol. 116(C).
  95. Aytun, Uğur & Hinz, Julian & Özgüzel, Cem, 2025. "Shooting down trade: Firm-level effects of embargoes," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
  96. Luc Arrondel & Richard Duhautois & Baptiste Françon, 2024. "How (absent) fans influenced football during the COVID-19 pandemic?," Working Papers halshs-04777584, HAL.
  97. David Green & Gabriel Mesevage & Graham Mooney & Simon Szreter, 2026. "The new poor law and the health of the population of England and Wales," Economic History Review, Economic History Society, vol. 79(2), pages 717-756, May.
  98. Bosch, Mariano & Silva, Danilo & Villa, Juan M., 2026. "A behavioral approach to social security compliance targeting self-employed workers in Brazil," World Development, Elsevier, vol. 201(C).
  99. Li, Xiao & Li, Yuan & Yu, Xiaoxu & Yuan, Chun, 2025. "Public data openness and trade credit: Evidence from China," Journal of Empirical Finance, Elsevier, vol. 83(C).
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