TREATING FACTOR INTERPRETATIONS AS HYPOTHESES
Abstract:Factor analysis is used extensively in the construction of psychometric scales. It may appear to be a mathematically precise and objective technique, but it involves many subjective choices and its results require subjective interpretation. Factor interpretations are hypotheses that should be tested, yet often are accepted simply on the basis of post hoc expert judgment. Untested judgments about the meaning of factors sometimes result in mislabeling of published scales and misinterpretation of research findings. This article cites several such cases to illustrate the need for testing factor-interpretation hypotheses and the difficulty of doing so without bias. Techniques for generating and testing such hypotheses are then reviewed.
Document Type: Research Article
Publication date: January 1, 1990
More about this publication?
- The Journal's core purpose is scientific communication in the disciplines of Social Psychology, Developmental and Personality Psychology
- Editorial Board
- Information for Authors
- Submit a Paper
- Subscribe to this Title
- Terms & Conditions
- Contact the Publisher
- Manuscript Guidelines
- ingentaconnect is not responsible for the content or availability of external websites