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Keyword

difference-in-differences

Description: Difference-in-differences is a quasi-experimental statistical method that estimates treatment effects by comparing outcome changes between treated and comparison groups.
Wikidata ID: wiki/Q5275276
OpenAlex ID: keywords/difference-in-differences
How Much Should We Trust Differences-In-Differences Estimates?
2004 · M. Bertrand, E. Duflo, et al. · The Quarterly Journal of Economics · 10,607
Mostly Harmless Econometrics
2009 · Joshua D. Angrist, Jörn-Steffen Pischke · Princeton University Press eBooks · 9,425
Difference-in-differences with variation in treatment timing
2021 · Andrew Goodman-Bacon · Journal of Econometrics · 7,957
Endogeneity in Empirical Corporate Finance1
2013 · Michael R. Roberts, Toni M. Whited · Handbook of the economics of finance · 2,456
On making causal claims: A review and recommendations
2010 · John Antonakis, Samuel Bendahan, et al. · The Leadership Quarterly · 2,429
Characterizing Selection Bias Using Experimental Data
1998 · James Heckman, Hidehiko Ichimura, et al. · Econometrica · 2,283
Labor Supply: A Review of Alternative Approaches
1999 · Richard Blundell, Thomas Macurdy · Handbook of labour economics · 2,065
What’s trending in difference-in-differences? A synthesis of the recent econometrics literature
2023 · Jonathan Roth, Pedro H.C. Sant’Anna, et al. · Journal of Econometrics · 2,017
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A More Credible Approach to Parallel Trends
2023 · Ashesh Rambachan, Jonathan Roth · The Review of Economic Studies · 1,519
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Synthetic Difference-in-Differences
2021 · Dmitry Arkhangelsky, Susan Athey, et al. · American Economic Review · 1,506
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Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects
2021 · Alberto Abadie · Journal of Economic Literature · 1,474
Designing Difference in Difference Studies: Best Practices for Public Health Policy Research
2018 · Coady Wing, Kosali Simon, et al. · Annual Review of Public Health · 1,461
Causal Analysis with Panel Data
1995 · Steven Finkel · Sage eBooks · 1,371
Inference with Difference-in-Differences and Other Panel Data
2007 · Stephen G Donald, Kevin Lang · The Review of Economics and Statistics · 1,314
Identification and Inference in Nonlinear Difference-in-Differences Models
2006 · Susan Athey, Guido W. Imbens · Econometrica · 1,083
Doubly robust difference-in-differences estimators
2020 · Pedro H.C. Sant’Anna, Jun Zhao · Journal of Econometrics · 1,035
Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models
2017 · Yiqing Xu · Political Analysis · 934
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The Estimation of Causal Effects by Difference-in-Difference Methods
2011 · Michael Lechner · Foundations and Trends® in Econometrics · 932
Beyond baseline and follow-up: The case for more T in experiments
2012 · David McKenzie · Journal of Development Economics · 880
Difference-in-Differences with Variation in Treatment Timing
2018 · Andrew Goodman-Bacon · National Bureau of Economic Research · 756
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Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends
2022 · Jonathan Roth · American Economic Review Insights · 755
Difference-in-Differences Estimators of Intertemporal Treatment Effects
2021 · Clément de Chaisemartin, Xavier D’Haultfœuille · The Review of Economics and Statistics · 735
Characterizing Selection Bias Using Experimental Data
1998 · James Heckman, Hidehiko Ichimura, et al. · National Bureau of Economic Research · 678
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On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data
2020 · Kosuke Imai, In Song Kim · Political Analysis · 620
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Inference with “Difference in Differences” with a Small Number of Policy Changes
2010 · Timothy G. Conley, Christopher R. Taber · The Review of Economics and Statistics · 618
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Works count: 3,821
Citation count: 96,110
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