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ERIC Number: EJ1237742
Record Type: Journal
Publication Date: 2020-Jan
Pages: 5
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-1934-9041
EISSN: N/A
MANOVA: A Procedure Whose Time Has Passed?
Huang, Francis L.
Gifted Child Quarterly, v64 n1 p56-60 Jan 2020
Multivariate analysis of variance (MANOVA) is a statistical procedure commonly used in fields such as education and psychology. However, MANOVA's popularity may actually be for the wrong reasons. The large majority of published research using MANOVA focus on univariate research questions rather than on the multivariate questions that MANOVA is said to specifically address. Given the more complicated and limited nature of interpreting MANOVA effects (which researchers may not actually be interested in given the actual post hoc strategies employed) and that various flexible and well-known statistical alternatives are available, I suggest that researchers consult these better known, robust, and flexible procedures instead, given the proper match with the research question of interest. Just because a researcher has multiple dependent variables of interest does not mean that a MANOVA should be used at all.
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Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A