Concept

Difference in differences

OpenAlex ID: C33880087

How much should we trust staggered difference-in-differences estimates?

2022 · Andrew C. Baker, David F. Larcker, et al. · Journal of Financial Economics · 3,340

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Estimation of Average Treatment Effects Based on Propensity Scores

2002 · Sascha O. Becker, Andrea Ichino · The Stata Journal Promoting communications on statistics and Stata · 2,759

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Semiparametric Difference-in-Differences Estimators

2004 · Alberto Abadie · The Review of Economic Studies · 2,336

Synthetic Difference-in-Differences

2021 · Dmitry Arkhangelsky, Susan Athey, et al. · American Economic Review · 1,599

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Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China

2016 · Xiqian Cai, Yi Lu, et al. · Journal of Development Economics · 1,277

The Estimation of Causal Effects by Difference-in-Difference Methods

2011 · Michael Lechner · Foundations and Trends® in Econometrics · 1,247

Adventure Education and Outward Bound: Out-of-Class Experiences That Make a Lasting Difference

1997 · John Hattie, H. W. Marsh, et al. · Review of Educational Research · 1,036

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

2018 · Susan Athey, Guido W. Imbens · National Bureau of Economic Research · 930

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Evaluating the Econometric Evaluations of Training Programs with Experimental Data

1984 · Robert Lalonde · RePEc: Research Papers in Economics · 839

Difference-in-Differences Estimators of Intertemporal Treatment Effects

2021 · Clément de Chaisemartin, Xavier D’Haultfœuille · The Review of Economics and Statistics · 826

Taxpayer response to an increased probability of audit: evidence from a controlled experiment in Minnesota

2001 · Joel Slemrod, Marsha Blumenthal, et al. · Journal of Public Economics · 791

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Difference-in-Differences with Variation in Treatment Timing

2018 · Andrew Goodman-Bacon · National Bureau of Economic Research · 787

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The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models

2011 · Patrick A. Puhani · Economics Letters · 631

Using propensity scores in difference-in-differences models to estimate the effects of a policy change

2014 · Elizabeth A. Stuart, Haiden A. Huskamp, et al. · Health Services and Outcomes Research Methodology · 566

The impact of group lending in Northeast Thailand

1999 · Brett E. Coleman · Journal of Development Economics · 563

Inside the War on Poverty: The Impact of Food Stamps on Birth Outcomes

2008 · Douglas Almond, Hilary W. Hoynes, et al. · The Review of Economics and Statistics · 543

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Does Hospital Competition Save Lives? Evidence from the English NHS Patient Choice Reforms

2011 · Zack Cooper, Stephen Gibbons, et al. · The Economic Journal · 496

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The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?

2009 · Xiaoyan Lei, Wanchuan Lin · Health Economics · 492

The Triple Difference Estimator

2020 · Andreas Olden, Jarle Møen · Econometrics Journal · 489

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High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach

2021 · Ruining Jia, Shuai Shao, et al. · Energy Economics · 475

Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households

2013 · Vighneswara Swamy · World Development · 474

Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls

2016 · Laurent Gobillon, Thierry Magnac · The Review of Economics and Statistics · 426

Quantity or quality? The impacts of environmental regulation on firms’ innovation–Quasi-natural experiment based on China's carbon emissions trading pilot

2020 · Jiangfeng Hu, Xinxin Pan, et al. · Technological Forecasting and Social Change · 415

The policy outcomes of low-carbon city construction on urban green development: Evidence from a quasi-natural experiment conducted in China

2021 · Shilei Qiu, Zilong Wang, et al. · Sustainable Cities and Society · 384

Do Normative Appeals Affect Tax Compliance? Evidence from a Controlled Experiment in Minnesota

2001 · Marsha Blumenthal, Charles Christian, et al. · National Tax Journal · 353

Works count: 5,794

Citation count: 77,190