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Geographic difference-in-discontinuities

Author

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  • Kyle Butts

Abstract

A recent econometric literature has critiqued the use of regression discontinuities where administrative borders serve as the ‘cutoff’. Identification in this context is difficult since multiple treatments can change at the cut-off 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. This paper formalizes the identifying assumptions in this context, which will allow for the removal of time-invariant sorting and multiple treatments similar to the difference-in-differences methodology.

Suggested Citation

  • Kyle Butts, 2023. "Geographic difference-in-discontinuities," Applied Economics Letters, Taylor & Francis Journals, vol. 30(5), pages 615-619, March.
    • Handle: RePEc:taf:apeclt:v:30:y:2023:i:5:p:615-619
    DOI: 10.1080/13504851.2021.2005236
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    Cited by:

    1. Bruno, Ellen M. & Hagerty, Nick, 2025. "Anticipatory effects of regulating the commons," Journal of Environmental Economics and Management, Elsevier, vol. 133(C).
    2. Wang, Yanbing & Schaub, Sergei & Wuepper, David & Finger, Robert, 2023. "Culture and agricultural biodiversity conservation," Food Policy, Elsevier, vol. 120(C).
    3. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    4. Huang, Kaixing & You, Yaxuan, 2024. "Evaluating the Impact of China's Fourth Round of Poverty Alleviation Program," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344251, International Association of Agricultural Economists (IAAE).
    5. Belloy, Lauriane & Candau, Fabien, 2025. "Promoting social housing : Insights from redevelopment policies in Paris," Journal of Housing Economics, Elsevier, vol. 68(C).
    6. Liu, Min & Liu, Pengfei & Huang, Kaixing, 2024. "Combining private and common property management: The impact of a hybrid ownership structure on grassland conservation," Journal of Environmental Economics and Management, Elsevier, vol. 128(C).
    7. Nicolas Debarsy & Julie Le Gallo, 2025. "Identification of Spatial Spillovers: Do's and Don'ts," Journal of Economic Surveys, Wiley Blackwell, vol. 39(5), pages 2152-2173, December.
    8. Adema, Joop & Folke, Olle & Rickne, Johanna, 2025. "Re-Analysis of Ciacci, R. (2024). Banning the purchase of sex increases cases of rape: evidence from Sweden," I4R Discussion Paper Series 226, The Institute for Replication (I4R).
    9. repec:ags:cfcp15:344251 is not listed on IDEAS
    10. Riccardo Ciacci, 2024. "RETRACTED ARTICLE: Banning the purchase of sex increases cases of rape: evidence from Sweden," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(2), pages 1-30, June.
    11. Pedro Picchetti & Cristine C. X. Pinto & Stephanie T. Shinoki, 2024. "Difference-in-Discontinuities: Estimation, Inference and Validity Tests," Papers 2405.18531, arXiv.org, revised Jan 2026.

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