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Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời1990s–2000s (formalized in field economics and development research contexts)1920s–1935 (Fisher's foundational work); widely applied through 20th century
Người khởi xướngDeveloped 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
LoạiAdaptive experimental design conducted in naturalistic settingsExperimental design
Công trình gốcBerry, 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 ↗
Tên gọi khácadaptive 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
Liên quan65
Tóm tắtAn 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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ScholarGateSo sánh phương pháp: Adaptive Field Experiment · Factorial Field Experiment. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare