The other side of the coin: Vocational interests,interest differentiation and annual income at the occupation level of analysis

This research examined the effects of vocational interest levels and differentiation on annual income. Following the environmental perspective, we investigated whether relationships existed at the occupation level of analysis. Using data from 665 occupations in the U.S. obtained from U.S. Bureau of Labor Statistics and O*Net, we demonstrated that certain vocational interests – namely investigative, enterprising, and realistic interests – were most critical in predicting annual income for occupations. Controlling for interest levels, differentiation not only positively predicted annual income but also moderated each interest's relationship with income. In addition, occupations' education and training requirement partially mediated the effects of interest profiles on income. Our findings reveal the need for a better understanding of how characteristics of an occupation's interest profile may shape the experiences of its workers.     

Cognitive complexity and interest crystallization

The relationship between cognitive differentiation and vocational interest crystallization was investigated. Ninety-six career counselees filled in the RAMAK vocational interest inventory. Then, each subject's occupational constructs were elicited by comparing triads of occupations. Finally each subject rated 24 occupations on his/her elicited constructs. Interest crystallization was defined on the basis of the salient scales in the interest inventory, taking into account the structure of interests. Cognitive differentiation was measured by between- and within-constructs differentiation, ordination, intensity, and conflict and by the difference between the perception of an ideal and a rejected occupation. The relationships between the various measures of cognitive differentiation were generally low, suggesting that they capture different aspects of cognitive complexity. The results indicate that interest crystallization is related to the between-construct differentiation, but not to the other measures of cognitive complexity. The implications for research and counseling are discussed.     

The relationship between vocational interests and the location of an ideal occupation in the individual's perceived occupational structure

The relationship between vocational interests and the location of an ideal occupation in the perceived occupational structure of career counselees was investigated. Ninety-six career counselees completed the RAMAK vocational interest inventory. Then, the occupational constructs of each subject were elicited by the career grid procedure. Finally, each subject rated 24 occupations and his/her ideal and rejected occupations on his/her own elicited constructs. The intrasubject analyses indicated that the preferences for occupational fields as measured by the interest inventory reflect the fields' proximity to an ideal occupation in the individual's perceived occupational structure. The implications for career development are discussed.     

Dimensions underlying Holland's hexagon: Missing link between interests and occupations?

Holland uses a hexagon to model relationships among his six types of vocational interests. This paper provides empirical evidence regarding the nature of the interest dimensions underlying the hexagon. Two studies are reported. Study 1 examines the extent to which two theory-based dimensions—data/ideas and things/people—fit 27 sets of intercorrelations for Holland's types. Three of the data sets involve the mean scores of career groups (total of 228 groups and 35,060 individuals); 24 involve the scores for individuals (total of 11,275). Study 2 explores the heuristic value of the data/ideas and things/people dimensions by determining whether they contribute to the understanding of why interest inventories work. Two data sets covering a total of 563 occupations are used to calculate correlations between the vocational interests of persons and the tasks which characterize the persons' occupations. Each occupation's principal work tasks are determined from job analysis data obtained from the U.S. Department of Labor. Study 1 results provide substantial support for the theory-based dimensions. Study 2 results suggest that interest inventories “work” primarily because they tap activity preferences which parallel work tasks. Counseling and research applications of the data/ideas and things/people dimensions are suggested and implications for interest assessment are noted.     

Utilizing occupational complexity levels in vocational interest assessments: Assessing interests for STEM areas

With an aim to improve vocational interest assessments geared toward the Science, Technology, Engineering, and Mathematics (STEM) areas, we developed a new assessment by incorporating occupational complexity levels. Occupations which correspond to Holland's realistic and investigative themes were identified together with their complexity levels using the information in the Dictionary of Holland Occupational Codes. How the required skills, abilities, and work activities differ in occupations with different complexity levels was identified using the Occupational Information Network. Two studies (N = 691 total) were conducted to assess reliability and validity of a measure of STEM Interest Complexity assessing the level of interests for STEM, which was developed based on the information obtained from these occupation databases. Construct validity was demonstrated with factor analyses and based on associations with traditional interest assessments, cognitive abilities, and theoretically-related constructs. Concurrent criterion-related validity was demonstrated based on associations with attachment to STEM, intentions to persist in and further pursue a STEM field, intentions to choose a complex occupation, college major satisfaction, and STEM-related GPA. Dominance analyses indicated that the relative contribution of the STEM Interest Complexity measure exceeded that of traditional interest assessments in the prediction of criteria. The usefulness of integrating a dimension of level and consulting occupation information databases in developing vocational interest assessments are discussed.     

Holland's vocational models: A study of work groups and need satisfaction

This study was designed to investigate two topics: (1) the concurrent validity of Holland's theory for employed men, and (2) the pattern of needs associated with occupations exemplifying each of Holland's vocational models. Concurrent validity was investigated by administering the Vocational Preference Inventory to 230 male workers well established in occupational milieus that match Holland's six vocational environments. With the exception of the Realistic scale of the VPI, the five remaining vocational scales distributed eight work groups, identified as representative of each of Holland's six vocational models, in a comparable fashion according to their interests. Empirical results on two nonvocational scales (Masculinity and Status) support Holland's vocational models.     

Matching Abilities to Careers for Others and Self: Do Gender Stereotypes Matter to Students in Advanced Math and Science Classes?

Interest in STEM (science, technology, engineering, and mathematics) careers falls off more quickly for young women than for young men over adolescence, and gender stereotypes may be partially to blame. Adolescents typically become more stereotypical in their career interests over time, yet they seem to become more flexible in applying stereotypes to others. Models of career interest propose that career decisions result from the alignment of self-perceived abilities with occupation-required skills and that gender stereotypes may influence this process. To investigate the discrepancy between applying stereotypes to self and others, we examined if these models can be applied to perceptions of others. Focusing on students from fifth grade through college enrolled in advanced STEM courses, we investigated how STEM occupational stereotypes, abilities, and efficacy affect expectations for others’ and own career interests. U.S. participants (n = 526) read vignettes describing a hypothetical male or female student who was talented in math/science or language arts/social studies and then rated the student’s interest in occupations requiring some of those academic skills. Participants’ self-efficacy, interest, and stereotypes for STEM occupations were also assessed. Findings suggest that ability beliefs, whether for oneself or another, are powerful predictors of occupational interest, and gender stereotypes play a secondary role. College students were more stereotypical in their ratings of others, but they did not manifest gender differences in their own STEM self-efficacy and occupational interests. Experiences in specialized STEM courses may explain why stereotypes are applied differentially to the self and others.     

The stability of aspect-based career preferences and of the recommended list of occupations derived from them

Career-related preferences (e.g., team work, independence, length of training, income), which are an elaboration and extension of vocational interests, are one of the cornerstones that guide individuals to promising occupations recommended for further exploration. These preferences are informative and can serve individuals and their career counselors only if they are reliable and stable. Study 1 tested the two-week reliability of 31 career-related preferences of 213 freshman students and the two-year stability of the preferences of 132 of these students. Both the within-aspect preferred levels (e.g., only indoors most preferred, but mostly indoors also acceptable) and the importance of the aspects were elicited. The median within-participant two-week reliability was .85 for preferred levels and .64 for aspect importance; the median two-year stabilities were .75 and .51, respectively. In Study 2, the preferences elicited in Study 1 were used to derive a list of recommended occupations compatible with each participant's preferences at Time 1, Time 2 (2 weeks later), and Time 3 (2 years later), using a compensatory-model-based fit index. The percentage of identical occupations in the lists of the top ten recommended occupations was quite high — 62% for Time 1 and Time 2, and 54% for Time 1 and Time 3. The theoretical and practical implications of the reliability and stability of recommendations based on aspect-based career preferences are discussed.     

Relation of occupational knowledge to career interests and competence perceptions in Italian children

The relations of differential occupational knowledge with interests and competence perceptions in children as well as how these relations were moderated by gender and grade were examined in this study using an Italian sample. Data were collected from samples of elementary school and middle school children (N = 539). The Inventory of Children's Activities—Revised (ICA-R; Tracey & Ward, 1998) was used to assess children's interest and competency perceptions in various activities associated with the Holland's RIASEC types. The Occupational Knowledge Scale (OKS) was created for this study, and consisted of a representative sampling of occupational titles to which children indicated their knowledge. Hierarchical regression results indicated a relationship between knowledge, interests, and competence perceptions in children. With regard to overall knowledge, no relationship was found between general knowledge and either grade or gender. More specific examination of the type of knowledge as it varied across the dimensions of People–Things, and Data–Ideas demonstrated that there appeared to be a specific pattern relating interest, gender, and grade to knowledge of occupations. For knowledge of people relative to things occupations, higher interest, higher grade level, and being female predicts stronger knowledge of people occupations. It was also found that interest in ideas predicts stronger knowledge of ideas occupations, and being male predicts stronger knowledge of high prestige occupations. Generally, competence perceptions did not have a unique relation with one's knowledge of People–Things, Ideas–Data, or Prestige; however, girls who reported higher competence had greater knowledge of ideas occupations.     

Relation of occupational knowledge to career interests and competence perceptions in Italian children

The relations of differential occupational knowledge with interests and competence perceptions in children as well as how these relations were moderated by gender and grade were examined in this study using an Italian sample. Data were collected from samples of elementary school and middle school children (N = 539). The Inventory of Children's Activities—Revised (ICA-R; Tracey & Ward, 1998) was used to assess children's interest and competency perceptions in various activities associated with the Holland's RIASEC types. The Occupational Knowledge Scale (OKS) was created for this study, and consisted of a representative sampling of occupational titles to which children indicated their knowledge. Hierarchical regression results indicated a relationship between knowledge, interests, and competence perceptions in children. With regard to overall knowledge, no relationship was found between general knowledge and either grade or gender. More specific examination of the type of knowledge as it varied across the dimensions of People–Things, and Data–Ideas demonstrated that there appeared to be a specific pattern relating interest, gender, and grade to knowledge of occupations. For knowledge of people relative to things occupations, higher interest, higher grade level, and being female predicts stronger knowledge of people occupations. It was also found that interest in ideas predicts stronger knowledge of ideas occupations, and being male predicts stronger knowledge of high prestige occupations. Generally, competence perceptions did not have a unique relation with one's knowledge of People–Things, Ideas–Data, or Prestige; however, girls who reported higher competence had greater knowledge of ideas occupations.     

Vocational interests of intellectually gifted and highly achieving young adults

Background. Vocational interests play a central role in the vocational decision‐making process and are decisive for the later job satisfaction and vocational success. Based on Ackerman's (1996) notion of trait complexes, specific interest profiles of gifted high‐school graduates can be expected. Aims. Vocational interests of gifted and highly achieving adolescents were compared to those of their less intelligent/achieving peers according to Holland's (1997) RIASEC model. Further, the impact of intelligence and achievement on interests were analysed while statistically controlling for potentially influencing variables. Changes in interests over time were investigated. Sample . N= 4,694 German students (age: M= 19.5, SD= .80; 54.6% females) participated in the study (TOSCA; Köller, Watermann, Trautwein, & Lüdtke, 2004 ). Method. Interests were assessed in participants’ final year at school and again 2 years later (N= 2,318). Results . Gifted participants reported stronger investigative and realistic interests, but lower social interests than less intelligent participants. Highly achieving participants reported higher investigative and (in wave 2) higher artistic interests. Considerable gender differences were found: gifted girls had a flat interest profile, while gifted boys had pronounced realistic and investigative and low social interests. Multilevel multiple regression analyses predicting interests by intelligence and school achievement revealed stable interest profiles. Beyond a strong gender effect, intelligence and school achievement each contributed substantially to the prediction of vocational interests. Conclusions . At the time around graduation from high school, gifted young adults show stable interest profiles, which strongly differ between gender and intelligence groups. These differences are relevant for programmes for the gifted and for vocational counselling.     

The predictive validity of a vocational interest inventory-“Ramak”: Seven year follow-up

The purpose of this study was to test the predictive validity of the Ramak-a vocational interest inventory based on Roe's (1956) classification of occupations. In this follow-up, 81% of the original sample, tested 7 yr earlier, was located. These Ss responded to a questionnaire which inquired into their vocational choice and vocational choice satisfaction, together with retesting of the Ramak. Results showed that: (a) The median interpersonal test-retest reliability was .412 for males and .401 for females, while the median within-the-person profile stability was .535 for males and .700 for females; (b) With few deviations, for each occupational field the Ss occupied in that field had the highest interest in that field; (c) With the exception of Arts and Entertainment in both sexes, for each interest field Ss who had the highest score were those engaged in that field; (d) The correlation between vocational choice satisfaction and the interests in the relevant field was .405 and .294 for males and females, respectively; (e) For both sexes, Ss occupied in their highest-scoring interest field were more satisfied with their vocational choice than those who were not. The effectiveness of the Ramak in vocational counseling is evaluated.     

Peaks and Valleys: Predicting interests in leadership and managerial positions from personality profiles

This study investigates the relationship between personality and leadership and managerial interests at different levels of the vocational interest taxonomy. Personality scale scores from four different inventories were used to predict vocational interests of 574 adults. Influencing/enterprising interests, leadership and supervisory interests, and job‐specific managerial interests (e.g., CEO, Media Executive, Human Resources Director) served as criterion measures. A multiple regression‐based pattern recognition procedure recently devised by Davison and Davenport was applied to identify configurations of personality scores relating to these interest criteria. The personality profile pattern predictive of influencing and leadership interests was stable across different managerial domains. Results indicate that personality profile patterns drive the predictive power of personality scores, and that they explain a larger proportion of the variance in influencing and leadership interests compared with individuals' absolute trait levels.     

Hiring on vocational interests to simultaneously improve validity and organizational diversity

We discuss how using vocational interests in the selection process can help address the diversity-validity dilemma. First, we point out how incorporating vocational interests as predictors in selection could help to reduce adverse impact. We further suggest that by using optimal predictor weights, one could simultaneously improve validity while enhancing organisational diversity. Finally, the predictive validity of vocational interests arises from their ability to capture the congruence between individuals and occupations, which is a cross-level phenomenon. Thus, when gathering validity evidence for vocational interests, multi-occupation samples should be incorporated into validation efforts.     

career concerns of unemployed u.s. war veterans: suggestions from a cognitive information processing approach

The authors examined U.S. war veterans' career concerns (e.g., interests, personality, barriers, career thoughts) to provide possible avenues for research‐based and theory‐driven intervention. The veterans who participated in the study were receiving mental health, substance abuse, and vocational services at a residential facility. Participants were found to have interests in all RIASEC (J. L. Holland, B. A. Fritzsche, & A. B. Powell, 1994; J. L. Holland & G. D. Gottfredson, 1994) interest areas, and negative career thinking was found to be related to a variety of negative indicators. Suggestions are provided for working with veterans using the Cognitive Information Processing approach to career decision making.     

Client Vocational Interests as Predictors of Client Reactions to Counselor Intentions

It was hypothesized that client vocational interest scores would predict client reactions to counselor intentions in Hill and O'Grady's (1985) process model. Twenty-four volunteer undergraduate clients (17 women, 7 men) assigned to counseling treatment with 24 doctoral students (14 women, 10 men), reviewed 3 videotaped sessions recording intentions and reactions, respectively. Results indicated that client vocational interests were predictive of reactions clients reported in response to counselor intentions. Issues of working with persons with various vocational interests, limitations, and directions for future research are discussed.     

The common space of personality traits and vocational interests

Investigated relationships between personality traits and vocational interests. Cattell's (Research and Consultations Center of Educational Personnel, 1976) CAQ Part I and the Ramak interest inventory (Meir, 1975) based upon Roe's (1956) occupational classification system were administered to a sample of 397 university applicants. Canonical Correlation Analysis and Smallest Space Analysis were used to test two hypotheses (a) relationships exist between personality traits and vocational interests; and (b) personality traits which characterize occupational profiles are arranged in circular order corresponding to the configuration Of the vocational fields which represent those occupations. Both hypotheses were supported by the data.     

Strong Vocational Interest Blank basic interest clusters and occupational satisfaction

A Q-factor analytic technique applied to the Strong Vocational Interest Blank (SVIB) basic interest scales of 156 males yielded three bipolar factors described as conceptual (applied vs theoretical thinking); interpersonal (people vs things); and volitional (autonomy vs structure). From these results the investigators constructed a model for categorizing occupations into corresponding vocational areas: managerial vs academic, social vs physical sciences, and professional vs technical. Each individual's primary interest area and occupational status relative to the six corresponding areas was then determined. The degree of fit between interests and job categorization related significantly to ratings of job satisfaction (p < .001). Those findings are complementary to Holland's notion that interests are expressions of psychological needs and to Lofquist and Dawis' perception of interests and jobs as needs and need reinforcers.     

The Vocational Interests of Dartmouth College Freshmen: 1947-67

Almost every freshman entering Dartmouth College in the last 20 years has completed the SVIB; this is a report of the trends in their measured interests over this period. Briefly, interest in scientific occupations has been increasing, interest in business occupations decreasing. Mean scores on the CEEB and high school rank information are included here, and may show substantial increases among the more recent classes. Selection with these variables may have created the trends in measured interests. Because selection of a student, or of his peer group, is probably the most important influence an institution has on a student, we should know more about the indirect effects of our current selection techniques.