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Cited by 1,732

The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.

THE APPLICATION OF EXPLORATORY FACTOR ANALYSIS IN APPLIED PSYCHOLOGY: A CRITICAL REVIEW AND ANALYSIS

FORD, J. KEVIN, MacCALLUM, ROBERT C., TAIT, MARIANNE·1986·Personnel Psychology

Abstract

Although factor analysis has been a major contributing factor in advancing psychological research, a systematic assessment of how it has been applied is lacking. For this review we examined the Journal of Applied Psychology, Organizational Behavior and Human Performance, and Personnel Psychology over a ten‐year period (1975–1984) and located 152 studies that employed factor analysis. We then analyzed the choices made by the researchers concerning factor model, retention criteria, rotation, interpretation of factors and other issues relevant to factor analysis. The results indicate that choices made by researchers have generally been poor and that reporting practices have not allowed for informed review, cumulation of results, or replicability. A comparison of results by time interval (1975–1979; 1980–1984) revealed minimal differences in choices made or the quality of reporting practices. Suggestions for improving the use of factor analysis and the reporting of results are presented.

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Crossref · 10.1111/j.1744-6570.1986.tb00583.x

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Metadata

Authors
FORD, J. K., MacCALLUM, R. C., & TAIT, M.
Venue
Personnel Psychology
Publisher
Wiley
Published
1986-06
Volume
39
Issue
2
Pages
291-314
ISSN
  • 0031-5826 (ISSN-L)
  • 1744-6570
OpenAlex
W2041404177
Cited by
1,732
References
2
FWCI
4.65
Type
journal article
Language
en
Open access
closed

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.