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Event-Studies with a Continuous Treatment

Author

Listed:
  • Brantly Callaway
  • Andrew Goodman-Bacon
  • Pedro H. C. Sant'Anna

Abstract

This paper considers methods for defining aggregate parameters of interest in a difference-in-differences design with a continuous and staggered treatment. It also discusses how aggregation choices often simplify estimation.

Suggested Citation

  • Brantly Callaway & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2024. "Event-Studies with a Continuous Treatment," NBER Working Papers 32118, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:32118
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    Cited by:

    1. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    2. Le, Dung D. & Molina, Teresa & Ibuka, Yoko & Goto, Rei, 2024. "The Intergenerational Health Effects of Child Marriage Bans," IZA Discussion Papers 17089, Institute of Labor Economics (IZA).
    3. Shen, Xiuheng & Sun, Yucheng & Zhou, Xianbo, 2025. "The political legacy of disease control: Evidence from a polio vaccination campaign in China," China Economic Review, Elsevier, vol. 93(C).
    4. Aman-Rana, Shan, 2025. "Meritocracy in a bureaucracy," Journal of Development Economics, Elsevier, vol. 175(C).
    5. Martin Brown & Daniel Hoechle & Lizet Alejandra Perez Cortes & Markus Schmid, 2025. "Monetary Policy Wealth Effects: Evidence from the 2015 Swiss Franc Shock," Working Papers 25.06, Swiss National Bank, Study Center Gerzensee.
    6. Ruffini, Krista & Öztürk, Orgül & Pekgün, Pelin, 2025. "In-kind government assistance and crowd-out of charitable services: Evidence from free school meals," Journal of Public Economics, Elsevier, vol. 248(C).
    7. Hegland, Thomas A., 2025. "Nursing home payroll subsidies and the trade-off between staffing and access to care for Medicaid enrollees," Journal of Health Economics, Elsevier, vol. 103(C).

    More about this item

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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