Skip to main content
Log in

The factor structure of career indecision in China and South Korea: a data-driven exploration

  • Published:
Current Psychology Aims and scope Submit manuscript

Abstract

Although research has made progress in searching for an integrative factor structure of career indecision in Western cultural contexts, such an integrative structure of career indecision remains understudied in East Asia. To search for a culturally appropriate integrative factor model of career indecision in China and South Korea, the current study used a data-driven approach to summarize correlational data of indecision-related constructs in China and South Korea. Based on 16 and 21 correlational matrices in China and South Korea, respectively, results suggested that a five-factor structure (i.e., neuroticism/negative affectivity, need for information, choice/commitment anxiety, lack of readiness, and interpersonal conflicts) can adequately and parsimoniously capture major indecision factors in these two countries. By offering a universal framework of career indecision in China and South Korea, the integrative model shows potential to accelerate knowledge accumulation regarding career indecision in this cultural context. Notably, this study suggests that need for information and choice/commitment function as separate factors in China and South Korea, while neuroticism/negative affectivity, lack of readiness, and interpersonal conflicts are culturally universal across Eastern and Western cultural contexts. Thus, this study has potential to enable cross-cultural comparison and accumulation of indecision research in these two cultural contexts.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Data Availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

References Marked with an Asterisk Indicate Studies Included in the Synthesis

  • Abrams, M. D., Lee, I. H., Brown, S. D., & Carr, A. (2014). The career indecision profile measurement equivalence in the United States and South Korea. Journal of Career Assessment, 1-11. https://doi.org/10.1177/1069072714535028

  • Ahn, T., & Kim, S. (2013). The structural relationship between career decision-making self-efficacy, career indecision, career preparation behavior, career satisfaction and life satisfaction: Centering around college students in Busan. The Journal of Vocational Education Research, 32(6), 21–42.

    Google Scholar 

  • Baek, M.-J. (2009). The relationship between career indecision and separation-individuation among university students: The mediated effect by career decision-making self-efficacy (Master’s thesis). Seoul, South Korea: Ewha Womans University.

    Google Scholar 

  • Baek, S.-I. (2011). The effects of perceived employment barrier of university seniors on the career preparation behavior - mediation of career decision-making self-efficacy. The Journal of Employment and Career, 1(2), 91–109.

    Google Scholar 

  • Baek, H. U. A., & Chang, J. Y. (2014). A study on the characteristics of college graduate job seekers who strongly believe unfounded tips on the successful job interview. The Korean Journal of Industrial and Organizational Psychology, 27(3), 519–542.

    Google Scholar 

  • Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2011). Introduction to meta-analysis. John Wiley & Sons.

    Google Scholar 

  • Brown, S. D., & Rector, C. C. (2008). Conceptualizing and diagnosing problems in vocational decision making. In S. D. Brown & R. W. Lent (Eds.), Handbook of counseling psychology (pp. 392–407). Wiley.

    Google Scholar 

  • Brown, S. D., Hacker, J., Abrams, M., Carr, A., Rector, C., Lamp, K., et al. (2012). Validation of a four-factor model of career indecision. Journal of Career Assessment, 20(1), 3–21. https://doi.org/10.1177/1069072711417154

    Article  Google Scholar 

  • Carr, A., Rossier, J., Rosselet, J. G., Massoudi, K., Bernaud, J.-L., Ferrari, L., et al. (2014). The career indecision profile measurement equivalence in two international samples. Journal of Career Assessment, 22(1), 123–137.

    Google Scholar 

  • Chang, J.-Y., Yoon, S. Y., & Kim, B.-S. (2005). A longitudinal study on the relationships among job search related factors, perceived fit, and organizational adjustment: Focusing on sex differences. The Korean Jounal of Woman Psychology, 10(4), 619–651.

    Google Scholar 

  • Cheung, M. W.-L., & Chan, W. (2005). Meta-analytic structural equation modeling: A two-stage approach. Psychological Methods, 10(1), 40–64.

    PubMed  Google Scholar 

  • Cheung, F. M., van de Vijver, F. J., & Leong, F. T. (2011). Toward a new approach to the study of personality in culture. American Psychologist, 66(7), 593–603.

    PubMed  Google Scholar 

  • Choi, J.-M., & Chung, N.-W. (2016). The impacts of covert narcissism on career indecision: Testing the mediating effects of fear of negative evaluation and self-concept clarity. The Korean Journal of Health Psychology, 21(1), 47–64.

    Google Scholar 

  • Choi, B.-Y., Kim, B.-R., Kim, A.-R., Chang, S.-N., Jung, S.-H., & Lee, S.-M. (2011). The effect of individual difference in perceiving happenstance on career stress, career indecision, and career decision-making self efficacy. Korea Journal of Counseling, 12(5), 1873–1891.

    Google Scholar 

  • Collins, S. M., Bosworth, B. P., & Rodrik, D. (1996). Economic growth in East Asia: Accumulation versus assimilation. Brookings Papers on Economic Activity, 1996(2), 135–203.

    Google Scholar 

  • Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research & Evaluation, 10(7), 1–9.

    Google Scholar 

  • Feldman, D. C. (2003). The antecedents and consequences of early career indecision among young adults. Human Resource Management Review, 13(3), 499–531.

    Google Scholar 

  • Gati, I., Krausz, M., & Osipow, S. H. (1996). A taxonomy of difficulties in career decision making. Journal of Counseling Psychology, 43(4), 510–526. https://doi.org/10.1037/0022-0167.43.4.510

    Article  Google Scholar 

  • Ha, J. H., Heo, B. Y., Kang, Y. W., & Song, U. H. (2009). The relation between covert narcissism and career indecision: The mediating effect of anxiety and the moderating effect of Independence on the subscale of career attitude maturity. The Korean Journal of Counseling and Psychotherapy, 21(3), 683–701.

    Google Scholar 

  • Hacker, J., Carr, A., Abrams, M., & Brown, S. D. (2013). Development of the career indecision profile factor structure, reliability, and validity. Journal of Career Assessment, 21(1), 32–41.

    Google Scholar 

  • Helfrich, H. (1999). Beyond the dilemma of cross-cultural psychology: Resolving the tension between etic and emic approaches. Culture & Psychology, 5(2), 131–153.

    Google Scholar 

  • *Hou, Z.-J., Li, X., Liu, Y.-L., & Gati, I. (2015). The emotional and personality-related career decision-making difficulties questionnaire—Validation of the Chinese version. Journal of Career Assessment https://doi.org/10.1177/1069072715580565

  • Hui, C. H., & Triandis, H. C. (1985). Measurement in cross-cultural psychology: A review and comparison of strategies. Journal of Cross-Cultural Psychology, 16(2), 131–152.

    Google Scholar 

  • *Huang, T., & Zhou, J. (2008). Development of questionnaire for master students’ major identity in Shanghai (Master’s thesis). Shanghai Normal University.

    Google Scholar 

  • Ikeda, M., Hou, Z., Liu, L., YX, & Gati, I. (2016). Validation of the emotional and personality-related career decision-making difficulties questionnaire short form(EPCD-SF) in Chinese University students. Chinese Journal of Clinical Psychology, 24(3), 444–449.

    Google Scholar 

  • Jadidian, A., & Duffy, R. D. (2012). Work volition, career decision self-efficacy, and academic satisfaction: An examination of mediators and moderators. Journal of Career Assessment, 20(2), 154–165.

    Google Scholar 

  • Jin, L., Nam, S. K., Joo, G., & Yang, E. (2015). Validation of a Korean translation of the emotional and personality-related career decision-making difficulties scale–short form (EPCD-SF). Journal of Career Assessment, 23(2), 294–307.

    Google Scholar 

  • John, O. P., Naumann, L. P., & Soto, C. J. (2008). Paradigm shift to the integrative big five trait taxonomy. Handbook of Personality: Theory and Research, 3(2), 114–158.

    Google Scholar 

  • Kahn, J. (2006). Factor analysis in counseling psychology research, training, and practice: Principles, advances, and applications. The Counseling Psychologist, 34(5), 684.

    Google Scholar 

  • Kelly, K. R., & Lee, W. C. (2002). Mapping the domain of career decision problems. Journal of Vocational Behavior, 61(2), 302–326.

    Google Scholar 

  • Kim, B. S. K. (2007). Adherence to Asian and European American cultural values and attitudes toward seeking professional psychological help among Asian American college students. Journal of Counseling Psychology, 54(4), 474–480.

    Google Scholar 

  • Kim, H. (2017). Cluster types of university students with career indecision. Journal of Learner-Centered Curriculum and Instruction, 17(8), 611–632.

    Google Scholar 

  • Kim, S., & Bae, S. (2014). College students’ career adaptability and career decision-making difficulties: The moderating effect of career decision-making self-efficacy. Journal of Learner-Centered Curriculum and Instruction, 14(12), 429–448.

    Google Scholar 

  • Kim, M., & Yang, H. (2015). Cluster types of career preparation behavior, job-seeking stress and career decision level. Korea Journal of Counseling, 16(1), 95–110.

    Google Scholar 

  • Kim, M. Y., Lee, J. S., & Lee, J. H. (2015). Relationship among types of decision making, career decision-making self efficacy, career motivation and career indecision of college students. The Korea Journal of Youth Counseling, 23(2), 1–19.

    Google Scholar 

  • Kline, R. B. (2015). Principles and practice of structural equation modeling. Guilford publications.

    Google Scholar 

  • Komarraju, M., Swanson, J., & Nadler, D. (2014). Increased career self-efficacy predicts college students’ motivation, and course and major satisfaction. Journal of Career Assessment, 22(3), 420–432.

    Google Scholar 

  • Krumboltz, J. D. (2009). The happenstance learning theory. Journal of Career Assessment, 17(2), 135–154. https://doi.org/10.1177/1069072708328861

    Article  Google Scholar 

  • Lee, M., & Larson, R. (2000). The Korean ‘examination hell’: Long hours of studying, distress, and depression. Journal of Youth and Adolescence, 29(2), 249–271.

    Google Scholar 

  • Lee, E. S., & Lee, J. (2016). Mediating roles of dysfunctional career thoughts in the relationship between ambiguity tolerance, parent-centered career expectations, and career indecision. Journal of Educational Studies, 47(4), 145–165.

    Google Scholar 

  • Lee, J. Y., Chang, J. Y., & Kim, M. U. (2005). The relationship of career indecision, job search behavior and employment among college seniors. The Korean Journal of Culture and Social Issues, 11(1), 1–23.

    Google Scholar 

  • Lent, R. W., Wang, R. J., Morris, T. R., Ireland, G. W., & Penn, L. T. (2019). Viewing the career indecision profile within a theoretical context: Application of the social cognitive career self-management model. Journal of Counseling Psychology, 66(6), 690–700.

    PubMed  Google Scholar 

  • Leung, S., Hou, Z., Gati, I., & Li, X. (2011). Effects of parental expectations and cultural-values orientation on career decision-making difficulties of Chinese University students. Journal of Vocational Behavior, 78(1), 11–20.

    Google Scholar 

  • Li, X. (2007). A report on revised career decision- making difficulty questionnaire. Chinese Journal of Clinical Psychology, 15(5), 467–469.

    Google Scholar 

  • Li, X., Hou, Z., & Feng, M. (2013). Relationships between parental career expectation proactive personality, career adaptability and career decision-making difficulty among Chinese college students. Chinese Journal of Clinical Psychology, 21(2), 263–267.

    Google Scholar 

  • Lipshits-Braziler, Y., Gati, I., & Tatar, M. (2016). Strategies for coping with career indecision. Journal of Career Assessment, 24(1), 42–66.

    Google Scholar 

  • Liu, C., & Hao, F. (2005). A study on types of career indecision. Psychological Development and Education, 03, 54–59.

    Google Scholar 

  • Liu, C., Hao, F., & Li, Y. (2006). The preliminary report of career decision – Making difficulties questionnaire in a college student sample. Chinese Mental Health Journal, 20(11), 705–708.

    Google Scholar 

  • Liu, W., Chen, Z., Hu, D., & Si, J. (2017). The future time perspective and career decision-making difficulties of college students: The mediating effects of career maturity. Psychological Research, 10(04), 73–78.

    Google Scholar 

  • Morris, M. W., Leung, K., Ames, D., & Lickel, B. (1999). Views from inside and outside: Integrating emic and etic insights about culture and justice judgment. Academy of Management Review, 24(4), 781–796.

    Google Scholar 

  • *Nam, A.-R., & Ha, J. (2012a). Differences between four types of career choice in career identity, career indecision and student adaptation. Journal of Social Sciences, 28(1), 27–43.

    Google Scholar 

  • *Nam, A.-R., & Ha, J. (2012b). The study on the adaptation to college life by patterns of career choice and career indecision. Youth Facilities and Environment, 10(3), 27–37.

    Google Scholar 

  • Osipow, S. (1999). Assessing career indecision. Journal of Vocational Behavior, 55(1), 147–154.

    Google Scholar 

  • Osipow, S. H., Carney, C. G., & Barak, A. (1976). A scale of educational-vocational undecidedness: A typological approach. Journal of Vocational Behavior, 9(2), 233–243.

    Google Scholar 

  • Roche, M. K., Carr, A. L., Lee, I. H., Wen, J. H., & Brown, S. D. (2017). Career indecision in China: Measurement equivalence with the United States and South Korea. Journal of Career Assessment, 25(3), 526–536.

    Google Scholar 

  • *Roh, Y. H., & Chang, J. Y. (2005). The relationship of career indecision, job search behavior and P-J/P-O fit among college graduates. The Korean Journal of Culture and Social Issues, 11(4), 23–43.

    Google Scholar 

  • Saka, N., Gati, I., & Kelly, K. R. (2008). Emotional and personality-related aspects of career-decision-making difficulties. Journal of Career Assessment, 16(4), 403–424.

    Google Scholar 

  • Saunders, D. E., Peterson, G. W., Sampson, J. P., & Reardon, R. C. (2000). Relation of depression and dysfunctional career thinking to career indecision. Journal of Vocational Behavior, 56, 288–298. https://doi.org/10.1006/jvbe.1999.1715

    Article  Google Scholar 

  • Schmidt, F. L. (1992). What do data really mean? Research findings, meta-analysis, and cumulative knowledge in psychology. American Psychologist, 47(10), 1173–1181.

    Google Scholar 

  • Schulenberg, J. E., Shimizu, K., Vondracek, F. W., & Hostetler, M. (1988). Factorial invariance of career indecision dimensions across junior high and high school males and females. Journal of Vocational Behavior, 33(1), 63–81.

    Google Scholar 

  • *Shen, X., & Gu, X. (2005). The assessment and intervention research on the college students’ career decision-making difficulty (Master’s thesis). Nanjing Normal University.

  • Shimizu, K., Vondracek, F. W., & Schulenberg, J. (1994). Unidimensionality versus multidimensionality of the career decision scale: A critique of Martin, Sabourin, Laplante, and Coallier. Journal of Career Assessment, 2(1), 1–14.

    Google Scholar 

  • *Shin, J.-O. (2011). Inter-relationships among career barriers, social supports, career decision making self efficacy, and career decision in college students. Journal of Educational Research, 19(2), 109–141.

    Google Scholar 

  • *Sim, H.-J., & Lee, S.-H. (2016). Differences in career decision profile and mindfulness assessment with regard to vocational identity status. The Korean Journal of the Human Development, 23(2), 63–83.

    Google Scholar 

  • Sovet, L., Tak, J., & Jung, S. (2015). Validation of the career decision-making difficulties questionnaire among Korean college students. Journal of Career Assessment, 23(4), 661–676.

    Google Scholar 

  • Super, D. E. (1994). A life span, life space perspective on convergence. In M. L. Savickas & R. W. Lent (Eds.), Convergence in career development theories: Implications for science and practice (pp. 63–74). CPP Books.

    Google Scholar 

  • *Tak, J., & Lee, K. H. (2003). Development of the Korean career indecision inventory. Journal of Career Assessment, 11(3), 328–345. https://doi.org/10.1177/1069072703254503

    Article  Google Scholar 

  • *Tien, H. L. S. (2001). Career decision-making difficulties perceived by college students in Taiwan. Bulletin of Educational Psychology, 33(1), 87–98.

    Google Scholar 

  • *Tien, H. L. S. (2005). The validation of the career decision-making difficulties scale in a Chinese culture. Journal of Career Assessment, 13(1), 114–127.

    Google Scholar 

  • Tiwari, A. K., & Mutascu, M. (2011). Economic growth and FDI in Asia: A panel-data approach. Economic Analysis and Policy, 41(2), 173–187.

    Google Scholar 

  • Walker III, J. V., & Peterson, G. W. (2012). Career thoughts, indecision, and depression: Implications for mental health assessment in career counseling. Journal of Career Assessment, 20(4), 497–506.

    Google Scholar 

  • *Xiao, Y., Hou, Z., Yuan, D., Wang, D., Cao, Y., & Gati, I. (2017). Reliability and validity of strategies for coping with career indecision questionnaire in college students. Chinese Journal of Clinical Psychology, 25(4), 639–644.

    Google Scholar 

  • Xu, H., & Bhang, C. H. (2019). The structure and measurement of career indecision: A critical review. The Career Development Quarterly, 67(1), 2–20. https://doi.org/10.1002/cdq.12159

  • Xu, H., & Tracey, T. J. G. (2017). Development of an abbreviated career indecision profile-65 using item response theory: The cip-short. Journal of Counseling Psychology, 64(2), 222–232. https://doi.org/10.1037/cou0000182

    Article  PubMed  Google Scholar 

  • Xu, H., Hou, Z.-J., & Tracey, T. J. G. (2014). Relation of environmental and self-career exploration with career decision-making difficulties in Chinese students. Journal of Career Assessment, 22, 654–665. https://doi.org/10.1177/1069072713515628

  • Yoon, C.-A., & Yoo, H.-S. (2017). The mediating effect of maladaptive perfectionism on the relationships between defensive grandiose self and career indecision in college students. Korean Journal of Youth Studies, 24(1), 59–78.

    Google Scholar 

  • Yoon, E., Chang, C.-T., Kim, S., Clawson, A., Cleary, S. E., Hansen, M., et al. (2013). A meta-analysis of acculturation/enculturation and mental health. Journal of Counseling Psychology, 60(1), 15.

    PubMed  Google Scholar 

  • Zhang, Y., & Tan, L. (2014). The optimistic Bias or pessimistic Bias of career decision-making difficulty of college students from Normal University. China Journal of Health Psychology, 02, 258–261.

    Google Scholar 

  • Zhang, S., Ding, L., Hu, D., & Si, J. (2016). Relationship between self-supporting personality and career decision-making difficulties in college students: A mediating role of state-trait anxiety. Chinese Journal of Clinical Psychology, 24(04), 684–688.

    Google Scholar 

  • *Zhong, Y., & Zhao, H. (2009). Study on career decision-making self-efficacy of vocational school students (Master’s thesis). Qinghai Normal University.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hui Xu.

Ethics declarations

Conflict of Interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Ethical Statement

The current contribution does not involve human subjects. Thus, board approval and informed consent are not applicable to this article.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

We thank scholars in China and South Korea who provided data. The last two authors had comparable contribution to this study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, H., Suh, JE. & Liu, H. The factor structure of career indecision in China and South Korea: a data-driven exploration. Curr Psychol 42, 22239–22254 (2023). https://doi.org/10.1007/s12144-022-03320-7

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12144-022-03320-7

Keywords

Navigation