Construction and Initial Validation of the Career Maximizing Scale
Corresponding Author
Nathaniel M. Voss
Department of Psychological Sciences, Kansas State University.
Correspondence concerning this article should be addressed to Nathaniel M. Voss, Department of Psychological Sciences, Kansas State University, 562 Bluemont Hall, 1114 Mid-Campus Drive North, Manhattan, KS 66506 (email: nmvoss@ksu.edu).Search for more papers by this authorChristopher J. Lake
Department of Psychological Sciences, Kansas State University.
Search for more papers by this authorCassandra Chlevin-Thiele
Department of Psychological Sciences, Kansas State University.
Search for more papers by this authorCorresponding Author
Nathaniel M. Voss
Department of Psychological Sciences, Kansas State University.
Correspondence concerning this article should be addressed to Nathaniel M. Voss, Department of Psychological Sciences, Kansas State University, 562 Bluemont Hall, 1114 Mid-Campus Drive North, Manhattan, KS 66506 (email: nmvoss@ksu.edu).Search for more papers by this authorChristopher J. Lake
Department of Psychological Sciences, Kansas State University.
Search for more papers by this authorCassandra Chlevin-Thiele
Department of Psychological Sciences, Kansas State University.
Search for more papers by this authorThe authors thank Taylor Hofeling and Morgan Griffis for their help with creating items for the Career Maximizing Scale and putting together the surveys.
Abstract
Applying the concept of maximizing—careful evaluation of options in pursuit of optimal goals—to career decisions, the authors developed the Career Maximizing Scale (CMS). The measure was administered to samples of working adults and university students across 3 studies. Factor analysis indicated that the measure is unidimensional and has favorable psychometric properties. Career maximizing was related to but distinct from general maximizing. Career maximizing was positively related to indicators of decision confidence (e.g., career decision-making self-efficacy) and positively related to desirable career outcomes (e.g., career satisfaction). Career maximizing was also modestly related to certain desirable academic outcomes (e.g., commitment to university major). Use of the CMS may facilitate effective career counseling.
References
- Abdel-Halim, A. A. (1981). A reexamination of ability as a moderator of role perceptions–satisfaction relationship. Personnel Psychology, 34, 549–561.
- Agho, A. O., Price, J. L., & Mueller, C. W. (1992). Discriminant validity of measures of job satisfaction, positive affectivity and negative affectivity. Journal of Occupational and Organizational Psychology, 65, 185–195.
- Bal, P. M., & Kooij, D. (2011). The relations between work centrality, psychological contracts, and job attitudes: The influence of age. European Journal of Work and Organizational Psychology, 20, 497–523.
- Blau, G. (1989). Testing the generalizability of a career commitment measure and its impact on employee turnover. Journal of Vocational Behavior, 35, 88–103.
- Brown, T. A. (2006). Confirmatory factor analysis for applied research. New York, NY: Guilford Press.
- Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon's Mechanical Turk: A new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6, 3–5.
- Cable, D. M., & DeRue, D. S. (2002). The convergent and discriminant validity of subjective fit perceptions. Journal of Applied Psychology, 87, 875–884.
- Cheek, N. N., & Schwartz, B. (2016). On the meaning and measurement of maximizing. Judgment and Decision Making, 11, 126–146.
- Cohen, A. (1997). Nonwork influences on withdrawal cognitions: An empirical examination of an overlooked issue. Human Relations, 50, 1511–1536.
- Dahling, J. J., & Thompson, M. N. (2013). Detrimental relations of maximization with academic and career attitudes. Journal of Career Assessment, 21, 278–294.
- Dalal, D. K., Diab, D. L., Zhu, X., & Hwang, T. (2015). Understanding the construct of maximizing tendency: A theoretical and empirical evaluation. Journal of Behavioral Decision Making, 28, 437–450.
- DeVellis, R. F. (2017). Scale development: Theory and application ( 4th ed.). Los Angeles, CA: Sage.
- Diab, D. L., Gillespie, M. A., & Highhouse, S. (2008). Are maximizers really unhappy? The measurement of maximizing tendency. Judgment and Decision Making, 3, 364–370.
- Donnellan, M. B., Oswald, F. L., Baird, B. M., & Lucas, R. E. (2006). The mini-IPIP scales: Tiny-yet-effective measures of the Big Five factors of personality. Psychological Assessment, 18, 192–203.
- Dˇuriník, M., Procházka, J., & Cígler, H. (2018). The Short Maximization Inventory. Judgment and Decision Making, 13, 123–136.
- Fouad, N. A., Guillen, A., Harris-Hodge, E., Henry, C., Novakovic, A., Terry, S., & Kantamneni, N. (2006). Need, awareness, and use of career services for college students. Journal of Career Assessment, 14, 407–420.
- Gati, I., Krausz, M., & Osipow, S. H. (1996). A taxonomy of difficulties in career decision making. Journal of Counseling Psychology, 43, 510–526.
- Germeijs, V., & De Boeck, P. (2002). A measurement scale for indecisiveness and its relationship to career indecision and other types of indecision. European Journal of Psychological Assessment, 18, 113–122.
- Germeijs, V., Verschueren, K., & Soenens, B. (2006). Indecisiveness and high school students' career decision-making process: Longitudinal associations and the mediational role of anxiety. Journal of Counseling Psychology, 53, 397–410.
- Greenhaus, J. H., Parasuraman, A., & Wormley, W. M. (1990). Effects of race on organizational experiences, job performance evaluations, and career outcomes. Academy of Management Journal, 33, 64–86.
- Harman, J. L., Weinhardt, J. M., & Gonzalez, C. (2018). Maximizing scales do not reliably predict maximizing behavior in decisions from experience. Journal of Behavioral Decision Making, 31, 402–414.
- Harren, V. A. (1979). A model of career decision-making for college students. Journal of Vocational Behavior, 14, 119–133.
- Iyengar, S. S., Wells, R. E., & Schwartz, B. (2006). Doing better but feeling worse: Looking for the “best” job undermines satisfaction. Psychological Science, 17, 143–150.
- Jaensch, V. K., Hirschi, A., & Freund, P. A. (2015). Persistent career indecision over time: Links with personality, barriers, self-efficacy, and life satisfaction. Journal of Vocational Behavior, 91, 122–133.
- Kim, K., & Miller, E. (2017). Vulnerable maximizers: The role of decision difficulty. Judgment and Decision Making, 12, 516–526.
- MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4, 84–99.
- Meade, A. W., & Craig, S. B. (2012). Identifying careless responses in survey data. Psychological Methods, 17, 437–455.
- Meyer, J. P., Allen, N. J., & Smith, C. A. (1993). Commitment to organizations and occupations: Extension and test of a three-component conceptualization. Journal of Applied Psychology, 78, 538–551.
- Nauta, M. M. (2007). Assessing college students' satisfaction with their academic majors. Journal of Career Assessment, 15, 446–462.
- Osipow, S. H., & Winer, J. L. (1996). The use of the Career Decision Scale in career assessment. Journal of Career Assessment, 4, 117–130.
- Prevatt, F., Li, H., Welles, T., Festa-Dreher, D., Yelland, S., & Lee, J. (2011). The Academic Success Inventory for College Students: Scale development and practical implications for use with students. Journal of College Admission, 211, 26–31.
- Saka, N., Gati, I., & Kelly, K. R. (2008). Emotional and personality-related aspects of career decision-making difficulties. Journal of Career Assessment, 16, 403–424.
- Schwartz, B., Ward, A., Monterosso, J., Lyubomirsky, S., White, K., & Lehman, D. R. (2002). Maximizing versus satisficing: Happiness is a matter of choice. Journal of Personality and Social Psychology, 83, 1178–1197.
- Scott, S. G., & Bruce, R. A. (1995). Decision-making style: The development and assessment of a new measure. Educational and Psychological Measurement, 55, 818–831.
- Shaffer, J. A., & Postlethwaite, B. E. (2012). A matter of context: A metaanalytic investigation of the relative validity of contextualized and noncontextualized personality measures. Personnel Psychology, 65, 445–494.
- Simon, H. A. (1956). Rational choice and the structure of the environment. Psychological Review, 63, 129–138.
- Stevens, C. K. (2014). A decade of job choice research. In S. Highhouse, R. Dalal, & E. Salas (Eds.), Judgment and decision making at work (pp. 102–120). New York, NY: Routledge.
- Sullivan, S. E., & Baruch, Y. (2009). Advances in career theory and research: A critical review and agenda for future exploration. Journal of Management, 35, 1542–1571.
- Taylor, K. M., & Betz, N. E. (1983). Applications of self-efficacy theory to the understanding and treatment of career indecision. Journal of Vocational Behavior, 22, 63–81.
- van Vianen, A. E. M., de Pater, I. E., & Preenen, P. T. Y. (2009). Adaptable careers: Maximizing less and exploring more. The Career Development Quarterly, 57, 298–309. doi:10.1002/j.2161-0045.2009.tb00115.x
- Xu, H., & Tracey, T. J. (2015). Career Decision Ambiguity Tolerance Scale: Construction and initial validations. Journal of Vocational Behavior, 88, 1–9.
- Zhu, X., Dalal, D. K., & Hwang, T. (2017). Is maximizing a bad thing? Journal of Individual Differences, 2, 94–101.