The relation of self-efficacy and interests: a meta-analysis of 60 samples

This study empirically synthesizes and evaluates studies that have examined the relation between vocationally relevant domains of self-efficacy and interests. We conducted a meta-analytic review of 60 empirical independent samples (N=39,154) in which relations between self-efficacy and interests had been examined. Fifty-three of these samples (N=37,829) included parallel measures of the constructs. Relations between parallel measures of Holland’s RIASEC themes, the specific dimensions of art, math, science and math/science combined, and traditionally female and male occupations are also presented. Results demonstrated that self-efficacy and interests are independent constructs that correlate moderately. Differences by sex, measure, and age group are noted. Future directions for research regarding links between self-efficacy and interests are discussed.     

Development and initial validation of public domain Basic Interest Markers

Goldberg (Goldberg, L. R. (1999). A broad-bandwidth, public-domain, personality inventory measuring the lower-level facets of several five-factor models. In: I. Mervielde, I. Deary, F. De Fruyt, & F. Ostendorf (Eds.), Personality psychology in Europe (Vol. 7, pp. 7-28). Tilburg, The Netherlands: Tilburg University Press) has argued that the commercialization of personality measures limits the range of questions investigated in empirical research. We propose that the commercialization of interest measures has had a similar effect on research in vocational psychology. Following Goldberg’s example of developing public-domain personality markers, we also propose that the development of public-domain interest markers would facilitate new directions in career-related research. The present study outlines the development and validation of a set of public-domain Basic Interest Markers (BIMs) that are freely available on a website. Using Day and Rounds’ (Day, Susan. X, & Rounds, J. (1997). A little more than kin, and less than kind: Basic interests in vocational research and career counseling. Career Development Quarterly, 45, 207-220) basic interest taxonomy, 343 items and 31 BIM scales were generated. Validity evidence is presented from correlations with the General Occupational Themes and Basic Interest Scales of the Strong Interest Inventory (Harmon, L. W., Hansen, J. C., Borgen, F. H., & Hammer, A. L. (1994). Strong Interest Inventory applications and technical guide. Stanford, CA: Stanford University Press). Discriminant validity is demonstrated by the capacity for the BIMs to differentiate major field of education or training. Implications for research and use in applied settings are discussed.     

Stability of interests across ethnicity and gender: A longitudinal examination of grades 8 through 12

RIASEC interests were assessed in grades 8, 10, and 12 on a large national sample of 69,987 college bound students. Random samples of 1000 were drawn to represent each of the major US ethnic groups (African, Asian, Native, Mexican, Latino (non Mexican), Anglo, and Multiracial Americans) and interests were examined as they varied across time, ethnicity, and gender with respect to structure, mean changes, stability, clarity, and interest-occupational choice congruence. Results indicate that the structure of interests did not vary as a function of time, gender or ethnicity. The pattern of interests was fairly stable and similar across all ethnic groups and both genders. Congruence and clarity increased in 10th grade but both decreased in 12th grade suggesting a time of re-examination.     

Development and initial validation of brief public domain RIASEC marker scales

Although commercially developed interest measures based on Holland’s RIASEC types are effectively used in a variety of applied settings, these measures have somewhat limited research utility due to their length and copyright restrictions placed by the test publishers. In the present study, two sets of 8-item RIASEC scales were developed using activity-based items selected from the 30-item RIASEC scales of the Interest Profiler, and two sets of 8-item RIASEC scales were developed using sets of 30 occupational job titles selected from the O∗NET database representing each Holland type. Responses to the items were obtained from three samples of college students with a total of 1024 female and 639 male participants. Results obtained in the initial development and validation process suggest that the sets of brief activity- and occupational-based RIASEC scales developed in the current study retain acceptable levels of reliability and convergent validity. The development of these brief public domain RIASEC interest measures addresses the copyright and length limitations of current scales and may be useful when conducting integrative research examining the inter-relations between Holland’s types and other individual differences measures.     

A sociocultural framework for understanding partner preferences of women and men: Integration of concepts and evidence

In the current sociocultural framework for understanding mating preferences, we propose that gender roles affect sex differences and similarities in mate preferences. Gender roles, in turn, are shaped by the unequal division of labour between women and men. As a consequence, mating preferences and choices should converge across the sexes as the weakening of this division puts the sexes in more similar social roles in their societies. To evaluate these assumptions, we review relevant findings from three domains that show variability in gender roles: (a) cross-cultural variability related to differences in societies’ division of labour, (b) historical variability related to temporal changes in the division of labour, and (c) individual variability in gender attitudes that reflects the gradual and uneven spread of shifts toward gender equality throughout each society. The bringing together of multiple lines of evidence puts the sociocultural framework on a new and more secure foundation.     

Structure of vocational interests in Serbia: Evaluation of the spherical model

To explore the structure of vocational interests in Serbia, 1063 participants of various age, education and gender completed the Serbian version of the Personal Globe Inventory [PGI, Tracey, T. (2002). Personal Globe Inventory: Measurement of the spherical model of interests and competence beliefs. Journal of Vocational Behavior, 6, 113-172]. The fit of Tracey’s octagonal and spherical models to the structure of correlations between Tracey’s eight and 18 type scales was evaluated, as was the fit of Holland’s hexagonal, Gati’s, Rounds-Tracey’s and Liu-Rounds’ models to the structure of correlations between RIASEC scales. Randomization test of hypothetical orders, multidimensional scaling with fixed coordinates and Myors’ test were used to assess the fit of models to the data. The results showed good fit of Tracey’s octagonal and spherical models to the data. Holland’s hexagonal model also fit the data very well, but the fit of Gati’s, Rounds-Tracey’s and Liu-Rounds’ models of relations between RIASEC types was either nonsignificant or very low.     

Examination of the structure of Irish students’ vocational interests and competence perceptions

A sample of 307 Irish high school students completed a modified version of the Personal Globe Inventory (PGI, Tracey, 2002). Results of separate principal components analyses demonstrated the presence of three substantive factors: People/Things, Data/Ideas, and Prestige, similar to the structure of the PGI in US samples (Tracey, 2002). The fit of Holland’s six-type RIASEC, the PGI eight-type model, and the PGI spherical structure to the data were examined using the randomized test of hypothesized order relations. The results demonstrated that each model fit the Irish data well. No structural differences were found between gender groups. The results support the structural validity of the modified PGI in an Irish context.     

Success in the first phase of the vocational career: The role of cognitive and scholastic abilities,personality factors,and vocational interests

The present study examines the relationship of cognitive and scholastic abilities, vocational interests, and personality traits with vocational success in the first phase of the vocational career. Drawing on large samples of technicians and industrial clerks, the effects of the covariates on satisfaction and dropout intention in the first months of vocational education and training (VET) were examined. Results show that the sets of predictor variables, especially personality traits and vocational interests, had a large proportion of variance in common, but exhibited different patterns of effects. Whereas in the case of personality traits the predictor-outcome relationships were largely invariant across different fields of VET, vocational interests exhibited a non-invariant pattern of effects that was in line with the congruence hypothesis (Holland, 1997). Vocational interests in the dominant domain characterizing the field of VET were the strongest predictors, whereas interests in the non-dominant VET domains were less important for predicting success. Abilities did not turn out to be important predictors of the markers of success under study. The results underscore the crucial role of personality traits and vocational interests in securing success in the first phase of vocational career.     

Stability and change in interests: A longitudinal examination of grades 7 through college

The joint issue of stability and change of interests in adolescence and early adulthood was investigated longitudinally over three years in three different grade cohorts. The patterns of structural stability, mean stability, rank order stability, and profile stability as well as how these patterns were moderated by gender were examined based on three cohorts of grades 7 and 8 (n = 3191), grades 9 and 10 (n = 6818), and grades 11 and 12 (n = 1078) using the Personal Globe Inventory-Short (Tracey, 2010). Results indicated that adherence to the RIASEC circular model was high and stable; there was a lack of appreciable change in interest means; interests were stable; interest crystallization, profile, and pattern were stable. While the results supported late adolescence and early adulthood being a stable period for interests in general, more changes were found among male and younger students. The implication of the current study was discussed along with its limitations and suggestions for future research.     

Career transitions in times of social change. His and her story

Drawing on data collected from two longitudinal Cohort Studies following the lives of over 20,000 individuals born in the United Kingdom 12 years apart in 1958 and 1970, respectively, this paper examines antecedents and outcomes of educational and occupational aspirations of young men and women, covering the transition from dependent childhood into independent adulthood. Two analytical models, a Social Reproduction Model and a Developmental-Contextual Model are tested to assess the processes by which family background and the wider socio-historical context influence work and family related careers. The findings demonstrate the persistent role of gender, social origin and individual agency processes as well as the influence of a changing socio-historical context on career development. Results are interpreted with regard to biographical agency processes linking individual lives with social contexts across the life course.     

Differences Between and Within Genders in Gender Role Orientation According to Age and Level of Education

This study analyses the masculinity and femininity in a Spanish sample made up of 164 adult workers (88 men and 76 women). To be specific, the objective was to demonstrate whether age and level of education were related to differences in masculinity and femininity, both when comparing between the two genders and when the comparisons are made within the same gender. The results indicated that the two variables predicted differences in women, but not in men. There were only differences between genders in masculinity and femininity between the ages of 20 and 39, and when the level of education is low. The results appear to support Hofstede’s hypothesis that there are fewer differences between genders in gender role orientation in feminine countries.     

Vocational interests across 20 years of adulthood: Stability,change, and the role of work experiences

Vocational interests demonstrate high rank-order stability during childhood and adolescence. However, few studies have investigated the development of vocational interests into adulthood. The present study examined rank-order and profile stability, mean-level and correlated change, and individual differences in change in RIASEC scores across 20 years of adulthood. In addition, life events were examined as moderators of change. Rank-order stability was strong across vocational interest dimensions. Mean-level changes also occurred, with increases in Realistic interests and decreases in Investigative interests for men, increases in Enterprising interests for women, and decreases in Artistic interests for men and women. Individual differences in change indicated that not everyone changed in the same manner, with occupational experiences, such as job loss, related to greater change.     

An investigation of African-American women's prestige domain interests and choice goals using Social Cognitive Career Theory

Social Cognitive Career Theory (SCCT; Lent, Brown & Hackett, 1994) provides a framework for understanding career development, taking into account background and contextual variables using a social cognitive perspective. Given SCCT's focus on both personal and contextual factors, it has been widely applied to understanding the career development of ethnic minorities and women. This study extends the SCCT framework by testing the SCCT career choice model with variables defined along the prestige dimension, in a sample of 198 African-American college women. Path analysis results supported SCCT propositions for the relations of prestige self-efficacy and prestige outcome expectations with prestige of vocational interests, and of prestige outcome expectations and prestige of vocational interests with prestige of choice goals. The relation of prestige self-efficacy to prestige of choice goals was fully mediated by prestige of vocational interests; the relation between prestige outcome expectations and prestige of choice goals was partially mediated by prestige of vocational interests. Contrary to SCCT, the hypothesized relation of prestige self-efficacy to prestige outcome expectations was non-significant. These findings provide preliminary evidence for the utility of SCCT in explaining the development of prestige-related career interests and choice goals among African-American women.     

Gender and racial/ethnic differences in body image development among college students

In the present study we used longitudinal methods to examine body image development during the early part of college. Students (N = 390; 54% female) who identified as African American (32%), Latino/a American (27%), and European American (41%) completed surveys during their first, second, and third semesters at college. There were overall gender and racial/ethnic differences in all three aspects of body image, and both stability and change in body image development. Female students’ appearance evaluation became more positive, whereas male students’ appearance evaluation showed no significant change. Individuals’ body areas satisfaction increased over time, but remained stable when controlling for BMI. Appearance orientation did not change, and there were no racial/ethnic differences in body image development. Experiences in the college environment may play a role in these trends.     

Gender bias and construct validity in vocational interest measurement: Differential item functioning in the Strong Interest Inventory

Item response theory was used to address gender bias in interest measurement. Differential item functioning (DIF) technique, SIBTEST and DIMTEST for dimensionality, were applied to the items of the six General Occupational Theme (GOT) and 25 Basic Interest (BI) scales in the Strong Interest Inventory. A sample of 1860 women and 1105 men was used. The scales were not unidimensional and contain both primary and minor dimensions. Gender-related DIF was detected in two-thirds of the items. Item type (i.e., occupations, activities, school subjects, types of people) did not differ in DIF. A sex-type dimension was found to influence the responses of men and women differently. When the biased items were removed from the GOT scales, gender differences favoring men were reduced in the R and I scales but gender differences favoring women remained in the A and S scales. Implications for the development, validation and use of interest measures are discussed.     

NEO-FFI scores in college men and women: A view from McDonald’s unified treatment of test theory

There is a need for more detailed psychometric data in describing and evaluating the NEO-FFI (Costa & McCrae, 1992), especially in samples of men and women enrolled in Introductory Psychology classes. This article meets that need and in so doing introduces to a new and wide audience procedures recently advocated by McDonald (1999) in his unified treatment of test theory. Results reveal a wide range of strengths and weaknesses in the NEO-FFI at both the item and sum-score levels, as well as sources of concordance and discordance between men and women at both levels.     

The relationship between learning environment and career competencies of students in vocational education

This article focuses on which aspects of the learning environment, aimed at fostering career learning, correspond with the development of career competencies among students (aged 12–19 years) enrolled in prevocational and secondary vocational education in The Netherlands. Aspects of the learning environment that are taken into account here are the following: career orientation and guidance methods used, instruments implemented, and the degree to which the curriculum is practice-based and dialogical. In the study, three career competencies are identified: career reflection (reflective behaviour), career forming (proactive behaviour), and networking (interactive behaviour). To research the relationship between the learning environment and the presence of career competencies, a study was done among 3499 students and 166 teachers in 226 classes in 34 schools. The results show that career guidance in school, in which a dialogue takes place with the student about concrete experiences and which is focused on the future, contributes most to the presence of career competencies among students. Without this dialogue, career guidance methods and instruments barely contribute to the acquisition of career competencies.     

Component analysis of the type A coronary-prone behavior pattern in male and female college students

Two studies investigated the psychological dimensions encompassed by the Rosenman Structured Interview (SI) method of assessing the Type A behavior pattern. In Study 1, female students completed the SI and Jenkins Activity Survey (JAS). Factor analysis of the verbal stylistic and answer content components of the SI yielded a 5-factor solution, with one factor--Clinical Rating--accounting for most nonerror variance in Type A ratings. The remaining factors were derived from answer content and correlated more substantially with JAS Type A ratings than with SI Type A ratings. In Study 2, male and female college students completed the SI and JAS and a battery of questionnaires that tap trait dimensions implied by the conceptual definition of Type A. For both males and females, SI ratings of Type A could almost be completely predicted by scores on the Clinical Rating factor. For both sexes, content dimensions of the SI related to other measures of Type A and to Type A-consistent traits, whereas the Clinical Rating factor was only modestly associated with such traits. Moreover, sex differences were observed in the trait constellations composing SI and JAS definitions of Type A. These results suggest that a discrepancy exists between conceptual and operational definitions of the Type A pattern.     

Social cognitive and self-construal predictors of well-being among African college students in the US

We examined social cognitive and cultural predictors of academic satisfaction in African students studying at American universities. In addition to predictors drawn directly from the social cognitive model of work and educational well-being (Lent, 2004; Lent & Brown, 2006, 2008), self-construal was included in the predictive model as a culture-specific variable with potential relevance to academic satisfaction. Self-construal refers to the way in which one's thoughts, behaviors, and feelings are guided by one's relationship to self and others (Markus & Kitayama, 1991). The findings indicated that the model, with some modification, fit the data well and accounted for 59% of the variance in academic satisfaction. The findings also suggested that the three indicators of self-construal (personal, relational, and collective) do not relate directly to academic satisfaction but rather operate through mediated pathways. Implications of the findings for research and practice are discussed.     

Applying social cognitive career theory to predict interests and choice goals in statistics among Spanish psychology students

This study investigated the usefulness of social cognitive career theory—SCCT (Lent, Brown, and Hackett, 1994) in predicting interests and goals relating to statistics among psychology students. The participants were 1036 Spanish students who completed measurements of statistics-related mastery experiences, self-efficacy, outcome expectations, interests and goals/intentions. Structural equation modeling (including multi-group analysis) was used to test the fit of the hypothesized models to the data. Results indicated support for SCCT as a way to predict students' interests in statistics and their intentions of engaging in academic or professional activities where statistics is used. Collectively, the predictors accounted for 50% of the variance in interests and for 77% of the variance in goals. Implications both for future research on SCCT and for intervention in statistics education are discussed.