The "Revised Learning Process Questionnaire" has been part of the development of a conceptual understanding of how students learn and what motivates them to engage in particular tasks. We obtained responses from 329 student volunteers at a mid-sized public university in the southeast USA. We first investigated whether the psychometric…

This paper presents a method which can be used to obtain evidence that the concepts rated on semantic differential scales are appropriate for given study. An analysis of six semantic differential concepts, as perceived by 168 graduate education students, is presented; variations of the method are discussed. (Author/GSK)

A questionnaire was constructed for the purpose of investigating various aspects of the career choices made by graduate students. The research was to determine the underlying structure of the questionnaire and to compare the capability of nonmetric multidimensional scaling (MDS) and linear factor analysis (FA) to reveal dimensions measured by the…

Empathy, a basis for altruistic motivation, is viewed as a developmental process by Hoffman and others. Current measures of empathy, such as the Davis Interpersonal Reactivity Index (IRI), have been analyzed by exploratory factor analytic methods which do not allow for the testing of a developmental model of the simplex form. This study was…

The factor structure of the Adult Norwicki-Strickland I-E Scale, sampling 174 college students, indicated differential factor dimensionality for males and females. The findings also support the contention that I-E is multidimensional in nature; however, these dimensions reflecting factorial validity have not been found to be consistently reliable…

The Bem Sex Role Inventory (BSRI) is designed to measure masculinity and femininity independently. It is based on the dualistic, as opposed to the bipolar, nature of masculinity and femininity. The development of measures for sex role research has relied on empirical techniques; item selection has been based on respondents' stereotyped conceptions…

Multidimensional scaling based on similarity ratings was compared with the semantic differential technique (SDT) in a follow-up study. Previous studies had indicated a fairly close agreement between the results of the SDT and multidimensional scaling which the present study partly corroborated in one experiment for color slides of urban/suburban…

The Computer Anxiety Scale was tested for invariance over the grouping conditions of males/females and graduate/undergraduate status. Subjects included 187 undergraduates and 188 graduates; analyses were conducted on 136 males and 236 females. Results indicate that the construct of computer anxiety appears to be multidimensional with highly…

Empirical support was derived for the multidimensionality of students' evaluations of teaching effectiveness on the Students' Evaluations of Educational Quality (SEEQ) through investigation of the factor structure of the SEEQ from 2 samples of 500 classes. Applications of confirmatory factor analysis and hierarchical factor analysis are…

Factor analyses of student evaluations of teaching effectiveness were conducted for 24,158 courses at the University of Southern California and for each of 21 different subgroups derived from the total group. All classes evaluated by six or more students were included in the study. The subgroups were designed to differ in terms of instructor level…

The psychometric adequacy of three sex role instruments was determined by performing a factor analysis on the items in the Bem Sex Role Inventory, the Personal Attributes Questionnaire, and Heilbrun's Masculinity and Feminity Subscales. Subjects were 400 college students who responded to 116 bipolar items from the three instruments. The eleven…

Limitations of the confirmatory factor analysis conducted by H. W. Marsh to demonstrate the multidimensionality of a rating form to assess student evaluation of teaching effectiveness are discussed. A secondary analysis suggests that dimensionality is not stable across solutions and a global factor can be retrieved. (SLD)

The sources of multidimensionality found in several different forms of a licensure examination were studied. The relationship between one source of multidimensionality, differential item functioning (DIF) (or factors producing DIF), and content characteristics was explored in an attempt to isolate aspects of training or curriculum that could…

The Multidimensional Test of Self-Concept (MTS) is based on the assumption that an individual's perception of his/her well-being is related to the difference between the current state of that individual and the desired state. This difference between the two states may be directly measured, and a single self-concept score generated. The MTS…