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メタ回帰に基づくメタアナリシス×システマティック・レビュー×
分野科学計量学科学計量学
系統Process / pipelineProcess / pipeline
提唱年1993–19991993 (Cochrane Collaboration); 2004 (Kitchenham SLR guidelines)
提唱者Stephen G. Thompson & Simon J. Sharp (systematic framework); earlier work by Berlin, Longnecker & Greenland (1993)Archie Cochrane (conceptual foundation); formalized by the Cochrane Collaboration (1993) and Barbara Kitchenham in software engineering (2004)
種類Quantitative evidence synthesis with covariate modelingEvidence synthesis methodology
原典Thompson, S. G., & Sharp, S. J. (1999). Explaining heterogeneity in meta-analysis: a comparison of methods. Statistics in Medicine, 18(20), 2693–2708. DOI ↗Kitchenham, B. (2004). Procedures for Performing Systematic Reviews. Keele University Technical Report TR/SE-0401. link ↗
別名meta-regression, meta-analytic regression, weighted regression meta-analysis, MR-MASLR, systematic review, evidence synthesis review, structured literature review
関連45
概要Meta-regression-based meta-analysis extends standard meta-analysis by fitting a weighted regression model in which study-level characteristics (moderators) predict observed effect sizes. Rather than simply pooling effects, this approach asks why effects vary across studies — linking heterogeneity in outcomes to differences in population, intervention, design, or measurement features. It is the primary tool for explaining between-study variance in quantitative evidence synthesis.A systematic literature review (SLR) is a structured, reproducible method for identifying, appraising, and synthesizing all relevant studies on a research question. Unlike a narrative review, it follows an explicit, pre-specified protocol — from database search strings through inclusion criteria to data extraction — so that the process is transparent, auditable, and replicable by other researchers. It is widely used in medicine, education, software engineering, and the social sciences to produce the most comprehensive possible evidence base on a topic.
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ScholarGate手法を比較: meta-regression-based meta-analysis · Systematic Literature Review. 2026-06-19に以下より取得 https://scholargate.app/ja/compare