MANOVA method for analyzing repeated measures designs: An extensive primer.
Abstract
Presentation de la methode d'analyse de variance multivariee (MANOVA) appliquee a l'analyse de mesures repetees, destinee a des chercheurs deja familiarises avec les methodes de l'analyse de variance ordinaire (ANOVA)
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Both the univariate and the multivariate approaches to repeated measures are supported.
“Both the univariate and the multivariate approaches to repeated measures (O'Brien & Kaiser, 1985) are supported.”
From G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007) · cites this paper as O'Brien & Kaiser, 1985
If all distributional assumptions are met, the univariate approach is the most powerful method.
“If all the distributional assumptions are met, then the univariate approach is the most powerful method (Muller & Barton, 1989;O'Brien & Kaiser, 1985).”
From G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007) · cites this paper as O'Brien & Kaiser, 1985
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- Authors
- O'Brien, R. G., & Kaiser, M. K.
- Venue
- Psychological Bulletin
- Published
- 1985
- Volume
- 97
- Issue
- 2
- Pages
- 316-333
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W2045997031
- Cited by
- 1,148
- References
- 31
- Citations by year
- 2026: 12 · 2025: 10 · 2024: 18 · 2023: 27 · 2022: 14 · 2021: 30 · 2020: 47 · 2019: 30 · 2018: 32 · 2017: 31 · 2016: 26 · 2015: 34 · 2014: 37 · 2013: 42 · 2012: 21
- FWCI
- 37.05
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Bulletin (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (MH-16892)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- multivariate analysis of variance, repeated measures designs, analysis of variance
- MeSH terms
- Analysis of Variance, Humans, Psychology, Clinical, Research
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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