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Crossover Natural Experiment — Within-Unit Causal Inference from Exogenous Policy Shifts

A crossover natural experiment exploits an externally imposed condition — a policy change, law, or environmental event — that exposes the same units (individuals, regions, firms) to both treatment and control states at different times. By observing each unit in multiple conditions, researchers use within-unit variation to estimate causal effects without researcher-controlled randomization, combining the internal validity advantage of crossover designs with the real-world relevance of natural experiments.

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Sources

  1. Dunning, T. (2012). Natural Experiments in the Social Sciences: A Design-Based Approach. Cambridge University Press. ISBN: 978-1107698000
  2. Jones, B., & Kenward, M. G. (2003). Design and Analysis of Cross-Over Trials (2nd ed.). Chapman & Hall/CRC. ISBN: 978-1584880384

Related methods

ScholarGateCrossover Natural Experiment (Crossover Natural Experiment Design). Retrieved 2026-06-04 from https://scholargate.app/tr/experimental-design/crossover-natural-experiment