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.

Evaluating and Refining the Factors

Evaluating and Refining the Factors

In test construction, the researcher begins with a conceptual set of beliefs about the domain to be explored that is based on theory, previous research, and clinical experience. Although factor analysis can help clarify and make specific the structure of this domain, ...

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