Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research presents a straightforward explanation of the complex statistical procedures involved in factor analysis. Authors Marjorie A. Pett, Nancy M. Lackey, and John J. Sullivan provide a step-by-step approach to analyzing data using statistical computer packages like SPSS and SAS. Emphasizing the interrelationship between factor analysis and test construction, the authors examine numerous practical and theoretical decisions that must be made to efficiently run and accurately interpret the outcomes of these sophisticated computer programs.

Extracting the Initial Factors

Extracting the Initial Factors

You will recall from Chapter 1 that a major task for researchers using factor analysis in scale development is to identify sets of relationships among a large group of items. The challenge is to reduce the number of items to smaller subsets that contain as much valuable information ...

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