Two-stage differences in differences
J Gardner - arxiv preprint arxiv:2207.05943, 2022 - arxiv.org
A recent literature has shown that when adoption of a treatment is staggered and average
treatment effects vary across groups and over time, difference-in-differences regression …
treatment effects vary across groups and over time, difference-in-differences regression …
Staggered difference-in-differences in gravity settings: Revisiting the effects of trade agreements
AJ Nagengast, YV Yotov - American Economic Journal: Applied …, 2025 - pubs.aeaweb.org
We nest an extended two-way fixed effect (ETWFE) estimator for staggered difference-in-
differences within the structural gravity model. To test the ETWFE, we estimate the effects of …
differences within the structural gravity model. To test the ETWFE, we estimate the effects of …
Do flood and heatwave experiences shape climate opinion? Causal evidence from flooding and heatwaves in England and Wales
PM Lohmann, A Kontoleon - Environmental and Resource Economics, 2023 - Springer
Understanding how personal experience of extreme weather events raises awareness and
concern about climate change has important policy implications. It has repeatedly been …
concern about climate change has important policy implications. It has repeatedly been …
The impact of standardized disease-specific healthcare coverage
F Menares, P Muñoz - Journal of Public Economics, 2025 - Elsevier
We study the impact of a healthcare reform that standardized procedures and timely
coverage of a set of diseases. Using Chile's universe of death records and a difference-in …
coverage of a set of diseases. Using Chile's universe of death records and a difference-in …
Television exposure in early childhood and subsequent cognitive outcomes: Evidence from rural China
L Zhang, W Xu - Journal of Economic Behavior & Organization, 2025 - Elsevier
This study estimates the effect of television exposure in early childhood on subsequent
cognitive outcomes using data from rural China. Exploiting the variations in the year of …
cognitive outcomes using data from rural China. Exploiting the variations in the year of …
The effects of university-industry collaboration subsidies on firm performance
We quantify how competitive funding programs that promote university-industry (UI)
research partnerships affect firm performance. To do this, we estimate staggered difference …
research partnerships affect firm performance. To do this, we estimate staggered difference …
Trade and diplomacy Economic determinants of international cooperation agreements and its effect on international trade in the post World War II era: 1945-2022
A Estevadeordal, G Nievas - 2024 - shs.hal.science
We study the determinants of international cooperation and its effect on trade. We rely on a
unique database of 31,982 International Cooperation Agreements (ICAs) signed between …
unique database of 31,982 International Cooperation Agreements (ICAs) signed between …
[PDF][PDF] Two-Stage Differences in Differences
This paper develops a framework for estimation and inference to analyze the effect of a
policy or treatment in settings with treatment effect heterogeneity and variation in treatment …
policy or treatment in settings with treatment effect heterogeneity and variation in treatment …
[PDF][PDF] Working Papers in Applied Economics
This paper estimates the EMU effect on trade accounting for heterogeneous effects across
space and time. To that end, we use an extended two-way fixed effect estimator for …
space and time. To that end, we use an extended two-way fixed effect estimator for …
[PDF][PDF] The Impact of a Disease-Specific Health Insurance Reform on Mortality
We study the impact of a healthcare reform that standardized procedures across health
providers to guarantee the timely coverage of a set of diseases. Using the universe of death …
providers to guarantee the timely coverage of a set of diseases. Using the universe of death …