Short-form development is an important topic in psychometric research, which requires researchers to face methodological choices at different steps. The statistical techniques traditionally used for shortening tests, which belong to the so-called exploratory model, make assumptions not always verified in psychological data. This article proposes a…

Wording effects associated with positively and negatively worded items have been found in many scales. Such effects may threaten construct validity and introduce systematic bias in the interpretation of results. A variety of models have been applied to address wording effects, such as the correlated uniqueness model and the correlated traits and…

Many psychological scales written in the Likert format include reverse worded (RW) items in order to control acquiescence bias. However, studies have shown that RW items often contaminate the factor structure of the scale by creating one or more method factors. The present study examines an alternative scale format, called the Expanded format,…

Studied the factor structure of the Need for Cognition Scale (NFC) (J. Cohen, E. Scotland, and D. Wolfe, 1955) (short form) with samples of 510 and 697 Australian adults. Results support the use of the short version of the NFC with Australian samples. (SLD)

Approaches to studying were investigated in 227 U.S. college students using a short form of the Approaches to Studying Inventory. The factor structure of responses differed from that previously obtained in the United Kingdom, suggesting that basic study orientations are interpreted in a manner distinct to each cultural context. (SLD)

The degree to which statistical item selection reduces direction-of-wording effects in balanced affective measures developed from relatively small item pools was investigated with 171 male and 228 female undergraduate and graduate students at 2 U.S. universities. Clearest direction-of-wording effects result from selection of items with high…

Measurement properties of two response formats (bipolar and unipolar ratings) in personality assessment were compared using data from 135 college students taking the Myers-Briggs Type Indicator (MBTI). Factorial validity and construct validity of the MBTI were supported. Reasons why the bipolar method is preferable are discussed. (SLD)

Confirmatory factor analysis techniques assessed several structural models that have been reported regarding the construct validity of the Piers-Harris Children's Self-Concept Scale. Responses of 885 Black, White, and Hispanic students in grades three-six suggest that the scale's construct validity is a function of content and manner of phrasing.…

A study involving 102 high school students (49 males and 53 females) from Taiwan revealed that the order of response scale labels had a primacy effect on subjects' choices of the alternatives in Likert-type attitude scales. Practical implications of the response-order effects for measurement are discussed. (SLD)