Some DiD World Bank blogs and references to literature

[ericmelse]

Dear Asjad,

Today I did a very quick webpage search of various DiD on the World Bank blogs.
That took a couple of hours so, just to save you that time, I provide the page links (there is more to it so should you be interested I can also send all of it through wetransfer).

https://blogs.worldbank.org/impactevaluations/explaining-why-we-should-believe-your-did-assumptions

https://blogs.worldbank.org/impactevaluations/new-synthesis-and-key-lessons-recent-difference-differences-literature
SSRN id3980758 NBER 2022 C de Chaisemartin X D'Haultfœuille Two-way fixed effects and differences-in-differences with heterogeneous treatment effects A survey
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3980758

https://blogs.worldbank.org/impactevaluations/what-are-we-estimating-when-we-estimate-difference-differences
https://blogs.worldbank.org/impactevaluations/did-you-see-beta-beta-who-part-1
https://blogs.worldbank.org/impactevaluations/did-you-see-beta-beta-who-part-2

https://blogs.worldbank.org/impactevaluations/adversarial-or-long-and-squiggly-test-plausibility-parallel-trends-difference
https://people.bu.edu/lang/w24857.pdf
JBES 2020 3 613-620 A Kahn-Lang K Lang The promise and pitfalls of differences-in-differences Reflections on 16 and pregnant
TWBER 2021 35 2 348-375 GL Ibarra et al. Estimating treatment effects with big data when take-up is low An application to financial education
AEJAE 2020 12 1 T Deryugina et al. The long-run dynamics of electricity demand Evidence from municipal aggregation

https://blogs.worldbank.org/impactevaluations/revisiting-difference-differences-parallel-trends-assumption-part-i-pre-trend
https://blogs.worldbank.org/impactevaluations/revisiting-difference-differences-parallel-trends-assumption-part-ii-what-happens

https://github.com/asheshrambachan/HonestDiD

https://arxiv.org/pdf/1805.03273.pdf
WP 2019 A Bilinski LA Hatfield Nothing to see here Non-inferiority approaches to parallel trends and other model assumptions DiD
https://github.com/abilinski/Non-Inf-DID/blob/master/README.md

https://jonathandroth.github.io/papers/
https://jonathandroth.github.io/assets/files/HonestParallelTrends_Main.pdf
WP 2022 A Rambachan J Roth A More Credible Approach to Parallel Trends DiD
https://github.com/asheshrambachan/HonestDiD

https://diff.healthpolicydatascience.org/

https://arxiv.org/pdf/2102.01291.pdf
WP 2022 J Roth PHC Sant Anna Efficient Estimation for Staggered Rollout Designs
https://github.com/jonathandroth/staggered_stata
https://github.com/jonathandroth/staggered#stata-implementation

https://arxiv.org/pdf/2008.00602.pdf]
WP 2022 A Rambachan J Roth Design-Based Uncertainty for Quasi-Experiments

https://jonathandroth.github.io/assets/files/DiD_Review_Paper.pdf
WP 2022 J Roth PHC Sant Anna A Bilinski J Poe What’s Trending in Difference-in-Differences A Synthesis of the Recent Econometrics Literature

https://jonathandroth.github.io/assets/files/2010.04814.pdf
WP 2021 J Roth PHC Sant Anna When Is Parallel Trends Sensitive to Functional Form

https://jonathandroth.github.io/assets/files/roth_pretrends_testing.pdf
WP 2022 J Roth Pre-test with Caution Event-study Estimates After Testing for Parallel Trends
In Press at the AER:
https://www.aeaweb.org/articles?id=10.1257/aeri.20210236
https://jonathandroth.github.io/assets/files/roth_pretrends_testing_appendix.pdf
https://github.com/jonathandroth/pretrends#pretrends
https://github.com/jonathandroth/PretrendsPower#pretrendspower

AER 2019 109 9 3307-38 S Freyaldenhoven C Hansen JM Shapiro Pre-event trends in the panel event-study design
https://scholar.harvard.edu/files/shapiro/files/pretrends.pdf
https://www.aeaweb.org/articles?id=10.1257/aer.20180609