Authors
Brenton M Wiernik, Michael P Wilmot, Mark L Davison, Deniz S Ones
Publication date
2021/4
Journal
Psychological Methods
Volume
26
Issue
2
Pages
186
Publisher
American Psychological Association
Description
Intraindividual patterns or configurations are intuitive explanations for phenomena, and popular in both lay and research contexts. Criterion profile analysis (CPA; Davison & Davenport, 2002) is a well-established, regression-based pattern matching procedure that identifies a pattern of predictors that optimally relate to a criterion of interest and quantifies the strength of that association. Existing CPA methods require individual-level data, limiting opportunities for reanalysis of published work, including research synthesis via meta-analysis and associated corrections for psychometric artifacts. In this article, we develop methods for meta-analytic criterion profile analysis (MACPA), including new methods for estimating cross-validity and fungibility of criterion patterns. We also review key methodological considerations for applying MACPA, including homogeneity of studies in meta-analyses, corrections for statistical …
Total citations
2020202120222023202414333
Scholar articles
BM Wiernik, MP Wilmot, ML Davison, DS Ones - Psychological Methods, 2021