Factor analysis allows researchers to conduct exploratory analyses of latent variables, reduce data in large datasets, and test specific models. The purpose of this paper is to review common uses of factor analysis, provide general guidelines for best practices, illustrate these guidelines with examples using previously published self-concept…

The Biggs' Study Process Questionnaire (SPQ) was used to test competing models of students' approaches to learning in a sample of undergraduate students (n = 125) from an inquiry based Bachelor of Health Sciences program. In addition to an internal consistency and test-retest reliability analysis of the SPQ, confirmatory factor analysis was used…

The current study examined patterns of coping strategies in a sample of 497 low-income urban African American adolescents (mean age = 12.61 years). Results of confirmatory factor analysis indicated that the 4-factor structure of the Children's Coping Strategies Checklist (T. S. Ayers, I. N. Sandler, S. G. West, & M. W. Roosa, 1996) was not…

The Self-Efficacy for Work-Family Conflict Management Scale (SE-WFC), developed in Israel, was designed to assess beliefs regarding one's ability to manage conflict between work and family roles. This study examined the factor structure, reliability, and validity of an English language version of the SE-WFC in a sample of 159 working mothers in…

Researchers and clinicians have generally agreed that persons with autism spectrum disorders (ASD) are susceptible to other DSM Axis I disorders. However, to date, little has been done to establish the specific disorders, their rate and severity of occurrence, and their interrelationship with ASD symptoms. One reason for the lack of research has…

This study explored the contribution of the phonological and executive working memory (WM) systems to 205 (102 girls, 103 boys, 6 to 9 years old) elementary school children's fluid and crystallized intelligence. The results show that (a) a 3-factor structure (phonological short-term memory [STM], visual-spatial WM, and verbal WM) was comparable…

This study provides a summary of 45 exploratory and confirmatory factor-analytic studies that examined the internal structure of scores obtained from the Maslach Burnout Inventory (MBI). It highlights characteristics of the studies that account for differences in reporting of the MBI factor structure. This approach includes an examination of the…

This is the first study to evaluate the psychometric properties of the Food Craving Questionnaire-Trait (FCQ-T), and Food Craving Questionnaire-State (FCQ-S) measures using a clinically heterogeneous sample of eating disorder patients (N = 177) recruited from seven different outpatient eating disorder treatment centers in Spain. Confirmatory…

The Gifted Rating Scales-School Form (GRS-S) has been validated in several countries; however, no study has examined the rater invariance of this measure. The present study built on previous validity studies and examined configural and metric invariance between parent and teacher raters using the Chinese version of the GRS-S Teacher and Parent…

The research reported here tested the factor structure of a measure for sense of community in community organizations, and it evaluated sense of community's potential as an empowering organizational characteristic within an organizational empowerment framework. Randomly selected community organization participants (N = 561) were surveyed as part…

In this article the development and validation of the Beliefs about Primary Education Scale (BPES) are described. The BPES is an 18-item scale for assessing primary school teachers' beliefs toward the nature of good education, subdivided in a transmissive dimension (TD) and a developmental dimension (DD). Both dimensions assess beliefs toward the…

This paper reports the development of the Negative Group Work Experiences questionnaire (NGWE), an assessment tool for measuring negative experiences of group work. Study 1 involved two samples of undergraduate psychology students (second-year sample n = 425; first-year sample n = 443), who completed research modules incorporating substantial…

Teacher-student relationships have been extensively studied in preschool and early elementary school samples. However, much less is known about children's relationships with their teachers in upper elementary grades through high school. Using confirmatory factor analysis, this study extended previous research by providing further evidence for the…

To examine the validity and test the generalizability of the Psychosocial Costs of Racism to Whites Scale (PCRW) beyond the original college student sample, a geographically dispersed sample of employed White adults (N = 284) in eight states completed the measure to assess for White empathic reactions toward racism, White guilt, and White fear of…

The purpose of this study is to test the validity of scores on the Homework Management Scale (HMS) using 681 rural and 306 urban high school students. Based on a randomized split of the rural sample, the author first conducts exploratory factor analysis on Group 1 (n = 341) and confirmatory factor analysis on Group 2 (n = 340). The results reveal…