articleEducational and Psychological MeasurementMay 8, 2006Closed access

Use of Exploratory Factor Analysis in Published Research

University of North Texas · Baylor College of Medicine

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Abstract

Given the proliferation of factor analysis applications in the literature, the present article examines the use of factor analysis in current published research across four psychological journals. Notwithstanding ease of analysis due to computers, the appropriate use of factor analysis requires a series of thoughtful researcher judgments. These judgments directly affect results and interpretations. The authors examine across studies (a) the decisions made while conducting exploratory factor analyses ( N = 60) and (b) the information reported from the analyses. In doing so, they present a review of the current status of factor analytic practice, including comment on common errors in use and reporting.…

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Topics & keywords

Keywords
  • Exploratory factor analysis
  • Factor (programming language)
  • Psychology
  • Affect (linguistics)
  • Impact factor
  • Exploratory analysis
  • Psychometrics
  • Data science
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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