Ng. Waller et al., EXPLORING NONLINEAR MODELS IN PERSONALITY-ASSESSMENT - DEVELOPMENT AND PRELIMINARY VALIDATION OF A NEGATIVE EMOTIONALITY SCALE, Journal of personality, 64(3), 1996, pp. 545-576
In this article we discuss the applicability of several new measuremen
t models to the construction of personality scales, and we contrast th
ese models with more traditional approaches in common usage, such as t
he principal factor analysis model. Our goal is to illustrate how nonl
inear item-response models can be profitably used in personality resea
rch. We describe the development of a 30-item Negative Emotionality sc
ale that was constructed using nonlinear factor analysis and item-resp
onse theory. We also show how traditional (linear) factor analysis can
produce misleading results when it is applied to personality items wi
th dichotomous response formats (e.g., true/false, agree/disagree). No
formal training in modern measurement theory is assumed of the reader
as we describe the nonlinear models that are used in this study in no
ntechnical language with a minimum of mathematics.