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Independence of Factors

A critical characteristic of factor analysis is that the identified factors do not function as mutually exclusive categories, but instead represent constructs that operate independently of one another. Consequently, an individual's measurement on one factor does not determine their measurement on a different factor. For example, a person who scores high on a factor representing extraversion could score either high or low on a separate conscientiousness factor.

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Updated 2026-05-07

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Research Methods in Psychology - 4th American Edition @ KPU