Sample Selection in Randomized Trials with Multiple Target Populations

Autor/in	Tipton, Elizabeth
Titel	Sample Selection in Randomized Trials with Multiple Target Populations
Quelle	In: American Journal of Evaluation, 43 (2022) 1, S.70-89 (20 Seiten)Infoseite zur Zeitschrift PDF als Volltext Verfügbarkeit
Zusatzinformation	ORCID (Tipton, Elizabeth) Weitere Informationen
Sprache	englisch
Dokumenttyp	gedruckt; online; Zeitschriftenaufsatz
ISSN	1098-2140
DOI	10.1177/1098214020927787
Schlagwörter	Sampling; Sample Size; Selection; Randomized Controlled Trials; Research Design; Statistical Distributions + Suchen Sie Ihr Suchwort? Auslese; Forschungsdesign; Wahrscheinlichkeitsverteilung
Abstract	Practitioners and policymakers often want estimates of the effect of an intervention for their local community, e.g., region, state, county. In the ideal, these multiple population average treatment effect (ATE) estimates will be considered in the design of a single randomized trial. Methods for sample selection for generalizing the sample ATE to date, however, focus only on the case of a single target population. In this paper, I provide a framework for sample selection in the multiple population case, including three compromise allocations. I situate the methods in an example and conclude with a discussion of the implications for the design of randomized evaluations more generally. (As Provided).
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Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2024/1/01