Career adaptability is better described as interconnected resources than as manifestations of a common factor. Using a sample of 1053 responses to the Career Adapt-Abilities Scale, we compared traditional confirmatory factor analysis models (unidimensional, bifactor, hierarchical) with a confirmatory network model, which is found to outperform the…

This study evaluated the psychometric properties of the Hope-Action Inventory (HAI) scores with a problematic substance use population (N = 783). The hierarchical seven-factor structure of the HAI fit the data well. Further, the HAI scores had satisfactory internal consistency reliability and good convergent evidence for validity.

The purpose of this study was to evaluate the psychometric properties of an Arabic version of the Career Adapt-Abilities Scale (CAAS) using a Jordanian sample. The sample included 233 Jordanian citizens with Arabic as their native language. The final model revealed a moderate fit (root mean square error of approximation = 0.072) and was within the…

The Mathematical Resilience Scale measures students' attitudes toward studying mathematics, using three correlated factors: Value, Struggle, and Growth. The Mathematical Resilience Scale was developed and validated using exploratory and confirmatory factor analyses across three samples. Results provide a new approach to gauge the likelihood of…

This study applies a multidimensional scaling (MSD) technique to investigate the structural validity of the Work Values Inventory for Adolescents with a sample of Italian students. The MSD results indicated the presence of two underlying orthogonal dimensions: individuality versus sociality and conservation versus exploration. Implications for…

Using Baccalaureate and Beyond 2001 data, we found that STEM major was associated with an SAT pattern less common among females than males, in which the student's quantitative score exceeded the verbal score. Verbal ability was negatively associated with STEM major. Implications for career theory and test interpretation are discussed.

Conceptual differences between self-efficacy and ability self-estimate scores, used in vocational psychology and career counseling, were examined with confirmatory factor analysis, discriminate relations, and reliability analysis. Results suggest that empirical differences may be due to measurement error or scale content, rather than due to the…

This study investigated psychometric properties of the Revised Developmental Work Personality Scale (RDWPS). Results yielded a 14-item three-factor model that aligns with the original DWPS and fits the data very well. RDWPS scores were useful in predicting the resolution of Erikson's fourth stage of development, indicating construct validity.…

For comparison of one-, three-, and four-factor structures of the Indecision scale of the Career Decision Scale, results of confirmatory factor analysis (N = 686) indicated the best fit for the three-factor structure. Multiple regression analysis results indicated incremental validity of the five-factor model for predicting dimensions of career…

The psychometric properties of measures of self-efficacy for the six themes of Holland's theory were examined using item response theory. Item and scale quality were compared across levels of the trait continuum; all the scales were highly reliable but differentiated better at some levels of the continuum than others. Applications for adaptive…

The authors examined the chief work values, assessed by Super's Work Values Inventory--Revised (D. G. Zytowski, 2004b), across interest groups organized by the 6 Holland theme scales of the Kuder Career Search (D. G. Zytowski, 2004a). Results strengthen vocational theory through clarification of gender differences and conceptual commonalities…

Interpretation of interest inventories deepens self-knowledge, promotes career exploration, and assists counselors in understanding a client. This article highlights findings from the studies that appear in this special issue of the journal of Measurement and Evaluation in Counseling and Development, with implications for encouraging clients'…

Vocational psychology has generated a number of concepts and assessment instruments considered to reflect ability self-concept (i.e., one's view of one's own abilities) relevant to career development. These concepts and measures often are categorized as either self efficacy beliefs or self-estimated (i.e., self-rated, self-evaluated) abilities.…

Japanese college students (N = 2,492) completed the translated Personal Globe Inventory (PGI: T. J. G. Tracey, 2002b) Occupational Title scales, and the structural validity of vocational interests was examined. Support was provided for the RIASEC (Realistic, Investigative, Artistic, Social, Enterprising, Conventional), octant, and spherical…

The interest inventory of the Harrington-O'Shea Career Decision-Making System (T. F. Harrington & A. J. O'Shea, 1980, 1992, 2003) had hit rates of occupational status substantially exceeding chance expectations in the literature's 1st long-term predictive validity study since 1991. No significant gender differences were found for the Grade 10…