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Adaptive Natural Experiment

An adaptive natural experiment combines the causal logic of the natural experiment — exploiting real-world events that assign individuals to conditions in a plausibly exogenous way — with pre-specified adaptive monitoring rules that allow the analytic protocol to be modified based on accumulating data. This hybrid design is used in economics, epidemiology, and policy evaluation when the natural event unfolds over time and interim evidence can legitimately inform decisions about data collection scope, subgroup focus, or analytic strategy without compromising causal validity.

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Adaptive Natural Experiment Design

Taxonomisk metodpost · process-pipeline / experimental-design

Dunning, T. (2012). Natural Experiments in the Social Sciences: A Design-Based Approach. Cambridge University Press. · ISBN 978-1107698000
Chow, S. C., & Chang, M. (2008). Adaptive Design Methods in Clinical Trials. Chapman and Hall/CRC. · ISBN 978-1584886761

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Taxonomic bucketAdaptive Experimentmachine-suggested · Relational suggestion, not evidence.See alsoDifference-in-Differencesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketField Experimentmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketNatural Experimentmachine-suggested · Relational suggestion, not evidence.