This paper discusses the uses of factor analysis in the development of
composite indices in social research. A distinction is drawn between
"factor-based" scores and factor scores, and some comparisons are made
between the two general approaches. After reviewing the methods of factor
score estimation in some detail, an empirical example is presented which casts
doubt on the efficacy of factor score estimation procedures, and favors the
continued use of factor-based scores by social researchers.
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