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Adaptív kísérleti terepkutatás×Faktoriális terepkísérlet×
TudományterületKísérlettervezésKísérlettervezés
MódszercsaládProcess / pipelineProcess / pipeline
Keletkezés éve1990s–2000s (formalized in field economics and development research contexts)1920s–1935 (Fisher's foundational work); widely applied through 20th century
MegalkotóDeveloped at the intersection of adaptive trial methodology (Berry, Bauer) and field experimentation (Duflo, Kremer, List)Ronald A. Fisher (factorial principle); extended to field settings in agricultural and social sciences
TípusAdaptive experimental design conducted in naturalistic settingsExperimental design
AlapműBerry, D. A. (2004). Bayesian statistics and the efficiency and ethics of clinical trials. Statistical Science, 19(1), 175–187. DOI ↗Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
Alternatív nevekadaptive field trial, sequentially adaptive field experiment, responsive field experiment, adaptive randomized field studyfactorial design in the field, field factorial design, multi-factor field trial, factorial field trial
Kapcsolódó65
ÖsszefoglalóAn adaptive field experiment is a randomized study conducted in a real-world environment in which pre-specified decision rules allow the researcher to modify the trial as interim data accumulate — for example, by reallocating participants toward more effective arms, adjusting sample size, or stopping early for efficacy or futility — all while maintaining statistical integrity.A factorial field experiment applies factorial experimental design — simultaneously manipulating two or more independent factors across all combinations of their levels — in a real-world field setting rather than a controlled laboratory. It allows researchers to estimate both main effects and interaction effects of multiple factors on an outcome under ecologically valid conditions, making findings directly relevant to practice.
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ScholarGateMódszerek összehasonlítása: Adaptive Field Experiment · Factorial Field Experiment. Letöltve 2026-06-19, forrás: https://scholargate.app/hu/compare