arXiv 13 Dec 2019 · Econometrics · 5 citations (OpenAlex)
arXiv:1912.06320 · PDF · DOI · OpenAlex · Extracted main text
We introduce a synthetic control methodology to study policies with staggered adoption. Many policies, such as the board gender quota, are replicated by other policy setters at different time frames. Our method estimates the dynamic average treatment effects on the treated using variation introduced by the staggered adoption of policies. Our method gives asymptotically unbiased estimators of many interesting quantities and delivers asymptotically valid inference. By using the proposed method and national labor data in Europe, we find evidence that quota regulation on board diversity leads to a decrease in part-time employment, and an increase in full-time employment for female professionals.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Callaway, Brantly and Sant'Anna, Pedro HC (2021) Difference-in-Differences with Multiple Time Periods | 0.811 | 4 | 2 | 100% |
| 2 | Cao, Jianfei and Dowd, Connor (2019) Estimation and Inference for Synthetic Control Methods with Spillover Effects self | 0.511 | 3 | 2 | 33% |
| 3 | Ahern, Kenneth R. and Dittmar, Amy K (2012) The changing of the boards: The impact on firm valuation of mandated female board representation | 0.511 | 2 | 1 | 100% |
| 4 | Andrews, Donald W. K (2003) End-of-Sample Instability Tests | 0.511 | 2 | 1 | 100% |
| 5 | Bertrand, Marianne and Black, Sandra E and Jensen, Sissel and Lleras… (2018) Breaking the Glass Ceiling? The Effect of Board Quotas on Female Labour Market Outcomes in Norway | 0.511 | 2 | 1 | 100% |
| 6 | De Chaisemartin, Clément and d'Haultfoeuille, Xavier (2020) Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects | 0.511 | 2 | 1 | 100% |
| 7 | Donohue, John J. and Aneja, Abhay and Weber, Kyle D (2019) Right-to-Carry Laws and Violent Crime: A Comprehensive Assessment Using Panel Data and a State-Level Synthetic Control Analysis | 0.511 | 2 | 1 | 100% |
| 8 | Goodman-Bacon, Andrew (2021) Difference-in-Differences with Variation in Treatment Timing | 0.511 | 2 | 1 | 100% |
| 9 | Powell, David (2022) Synthetic Control Estimation Beyond Comparative Case Studies: Does the Minimum Wage Reduce Employment? | 0.511 | 2 | 1 | 100% |
| 10 | Sun, Liyang and Abraham, Sarah (2021) Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects | 0.511 | 2 | 1 | 100% |
Showing the top 10 of 35 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Synthetic Controls with Staggered Adoption | 0.644 | 2 | 2 |