arXiv 15 Sep 2021 · Econometrics · publishedApplied Economics Letters (2021) · 36 citations (OpenAlex)
arXiv:2109.07406 · PDF · DOI · OpenAlex · Extracted main text
A recent econometric literature has critiqued the use of regression discontinuities where administrative borders serves as the 'cutoff'. Identification in this context is difficult since multiple treatments can change at the cutoff and individuals can easily sort on either side of the border. This note extends the difference-in-discontinuities framework discussed in Grembi et. al. (2016) to a geographic setting. The paper formalizes the identifying assumptions in this context which will allow for the removal of time-invariant sorting and compound-treatments similar to the difference-in-differences methodology.
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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 | Grembi, Nannicini, and Troiano (2016) Do Fiscal Rules Matter? | 1.000 | 7 | 4 | 100% |
| 2 | Keele and Titiunik (2015) Geographic Boundaries as Regression Discontinuities | 0.811 | 4 | 2 | 100% |
| 3 | Cattaneo, Idrobo, and Titiunik A Practical Introduction to Regression Discontinuity Designs: Volume II | 0.644 | 2 | 2 | 100% |
| 4 | Cattaneo, Idrobo, and Titiunik (2019) A Practical Introduction to Regression Discontinuity Designs: Foundations | 0.644 | 2 | 2 | 100% |
| 5 | Galindo-Silva, Some, and Tchuente (2021) Fuzzy Difference-in-Discontinuities: Identification Theory and Application to the Affordable Care Act | 0.405 | 1 | 1 | 100% |
| 6 | Hahn, Todd, and Klaauw (2001) Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design | 0.405 | 1 | 1 | 100% |
| 7 | Millán-Quijano (2020) Fuzzy difference in discontinuities | 0.405 | 1 | 1 | 100% |
Showing the top 7 of 7 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Difference-in-Discontinuities: Estimation, Inference and Validity Tests | 0.405 | 1 | 1 |