Skip to main content
Log in

A Revisit of General Self-Efficacy Scale: Uni- or Multi-dimensional?

  • Published:
Current Psychology Aims and scope Submit manuscript

Abstract

While a large body of research provides strong evidence that general self-efficacy (GSE) is a unidimensional construct, no study has been conducted to test or compare its single-factor structure with alternative factor structures (e.g., two-factor structure). The main purpose of this study was to re-examine its factor structure in a Chinese context. The Chinese version of GSE scale was administered to 195 Chinese university students. Personal identity and optimism instruments were also used to examine the predictive validity of GSE. Exploratory factor analysis determined that a two-factor solution was best fitting, explaining 54.49 % of the variance, which was reproduced reliably in the two subsamples. Through a series of factor model testing by confirmatory factor analysis, findings indicated that the two-factor structure was reliable, internally valid as demonstrated. Subsequent regression analyses also showed that only one of the two factors significantly predicted personal identity and optimism, whereas the other one was irrelevant. The findings emphasized the value of revisiting GSE as a uni- or multi-dimensional construct.

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.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Arnau, R. C., & Thompson, B. (2000). Second-order confirmatory factor analysis of the WAIS-III. Assessment, 7(3), 237–246.

    Article  PubMed  Google Scholar 

  • Ausbrooks, E. P., Thomas, S. P., & Williams, R. L. (1995). Relationships among self-efficacy, optimism, trait anger, and anger expression. Health Values: The Journal of Health Behavior, Education & Promotion, 19(4), 46–54.

    Google Scholar 

  • Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Freeman.

    Google Scholar 

  • Bandura, A. (1999). A social cognitive theory of personality. In L. Pervin & O. John (Eds.), Handbook of personality (2nd ed., pp. 154–196). New York: Guilford Press.

    Google Scholar 

  • Bandura, A. (2006). Guide for constructing self-efficacy scales. In F. Pajares & T. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 307–336). CT: Information Age.

    Google Scholar 

  • Barlow, J. H., Williams, B., & Wright, C. (1996). The generalized self‐efficacy scale in people with arthritis. Arthritis and Rheumatism, 9(3), 189–196.

    Article  Google Scholar 

  • Berzonsky, M. D. (1992). Identity style and coping strategies. Journal of Personality, 60(4), 771–788.

    Article  PubMed  Google Scholar 

  • Bonsaksen, T., Lerdal, A., & Fagermoen, M. S. (2012). Factors associated with self-efficacy in persons with chronic illness. Scandinavian Journal of Psychology, 53(4), 333–339.

    Article  PubMed  Google Scholar 

  • Bosscher, R. J., & Smit, J. H. (1998). Confirmatory factor analysis of the general self-efficacy scale. Behaviour Research and Therapy, 36(3), 339–343.

    Article  PubMed  Google Scholar 

  • Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185–216.

    Article  Google Scholar 

  • Chemers, M. M., Hu, L. T., & Garcia, B. F. (2001). Academic self-efficacy and first year college student performance and adjustment. Journal of Educational Psychology, 93(1), 55.

    Article  Google Scholar 

  • Chen, F. F. (2008). What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research. Journal of Personality and Social Psychology, 95, 1005–1018.

    Article  PubMed  Google Scholar 

  • Chen, G., Gully, S. M., & Eden, D. (2001). Validation of a new general self-efficacy scale. Organizational Research Methods, 4(1), 62–83.

    Article  Google Scholar 

  • Chen, G., Gully, S. M., & Eden, D. (2004). General self‐efficacy and self‐esteem: Toward theoretical and empirical distinction between correlated self‐evaluations. Journal of organizational Behavior, 25, 375–395.

  • Chen, F. F., Jing, Y., Hayes, A., & Lee, J. M. (2013). Two concepts or two approaches? A bifactor analysis of psychological and subjective well-being. Journal of Happiness Studies, 14(3), 1033–1068.

    Article  Google Scholar 

  • Cheung, S. K., & Sun, S. Y. (1999). Assessment of optimistic self-beliefs: further validation of the Chinese version of the General Self-Efficacy Scale. Psychological Reports, 85, 1221–1224.

    Article  PubMed  Google Scholar 

  • Chiu, F. P., & Tsang, H. W. (2004). Validation of the Chinese general self-efficacy scale among individuals with schizophrenia in Hong Kong. International Journal of Rehabilitation Research, 27(2), 159–161.

    Article  PubMed  Google Scholar 

  • Cramm, J. M., Strating, M. M., Roebroeck, M. E., & Nieboer, A. P. (2013). The importance of general self-efficacy for the quality of life of adolescents with chronic conditions. Social Indicators Research, 113(1), 551–561.

    Article  PubMed  Google Scholar 

  • Cronbach, L. J. (1956). Assessment of individual differences. Annual Review of Psychology, 7, 173–196.

    Article  PubMed  Google Scholar 

  • Ebstrup, J. F., Eplov, L. F., Pisinger, C., & Jørgensen, T. (2011). Association between the five factor personality traits and perceived stress: is the effect mediated by general self-efficacy? Anxiety, Stress and Coping, 24(4), 407–419.

    Article  Google Scholar 

  • Eden, D. (1988). Pygmalion, goal setting, and expectancy: compatible ways to raise productivity. Academy of Management Review, 13, 639–652.

    Google Scholar 

  • Gallagher, M. W., Payne, L. A., White, K. S., Shear, K. M., Woods, S. W., Gorman, J. M., & Barlow, D. H. (2013). Mechanisms of change in cognitive behavioral therapy for panic disorder: the unique effects of self-efficacy and anxiety sensitivity. Behaviour Research and Therapy, 51(11), 767–777.

    Article  PubMed  Google Scholar 

  • Gardner, D. G., & Pierce, J. L. (1998). Self-esteem and self-efficacy within the organizational context. Group and Organizational Management, 23, 48–70.

    Article  Google Scholar 

  • Hall, G. S. M. (2000). Self-efficacy at work: a quality analysis of personal and environmental factors contributing to personal efficiency during job-task change. Dissertation Abstracts International A (Humanities and Social Sciences), 61, 916.

    Google Scholar 

  • Heine, S. J., & Lehman, D. R. (1995). Cultural variation in unrealistic optimism: does the west feel more vulnerable than the east? Journal of Personality and Social Psychology, 68(4), 595–607.

    Article  Google Scholar 

  • Izquierdo, I., Olea, J., & José Abad, F. (2014). Exploratory factor analysis in validation studies: uses and recommendations. Psicothema, 26(3), 395–400.

    PubMed  Google Scholar 

  • Jerome, G. J., & McAuley, E. (2013). Enrollment and participation in a pilot walking programme: The role of self-efficacy. Journal of Health Psychology, 18(2), 236–244.

    Article  PubMed  Google Scholar 

  • Jöreskog, K. G. (1970). A general method for analysis of covariance structures. Biometrika, 57(2), 239–251.

    Article  Google Scholar 

  • Kimonis, E. R., Frick, P. J., Skeem, J. L., Marsee, M. A., Cruise, K., Munoz, L. C., Aucoin, K. J., & Morris, A. S. (2008). Assessing callous–unemotional traits in adolescent offenders: Validation of the inventory of callous–unemotional traits. International Journal of Law and Psychiatry, 31, 241–252.

    Article  PubMed  Google Scholar 

  • Klassen, R. M. (2004). Optimism and realism: a review of self‐efficacy from a cross‐cultural perspective. International Journal of Psychology, 39(3), 205–230.

    Article  Google Scholar 

  • Koufteros, X., Babbar, S., & Kaighobadi, M. (2009). A paradigm for examining second-order factor models employing structural equation modeling. International Journal of Production Economics, 120(2), 633–652.

    Article  Google Scholar 

  • Lai, J. C. L., & Wong, W. S. (1998). Optimism and coping with unemployment among Hong Kong Chinese women. Journal of Research in Personality, 32, 454–479.

    Article  Google Scholar 

  • Lai, C. L., & Yue, X. D. (2000). Measuring optimism in Hong Kong and mainland Chinese with the revised life orientation test. Personality and Individual Differences, 28, 781–796.

    Article  Google Scholar 

  • Lai, J. C. L., Cheung, H., Lee, W. M., & Yu, H. (1998). The utility of the revised life orientation test to measure optimism among Hong Kong Chinese. International Journal of Psychology, 33, 45–56.

    Article  Google Scholar 

  • Leganger, A., Kraft, P., & Roysamb, E. (2000). Perceived self-efficacy in health behaviour research: Conceptualisation, measurement and correlates. Psychology and Health, 15(1), 51–69.

    Article  Google Scholar 

  • Leung, D. P., & Leung, A. M. (2011). Factor structure and gender invariance of the Chinese general self-efficacy scale among soon-to-be-aged adults. Journal of Advanced Nursing, 67(6), 1383–1392.

    Article  PubMed  Google Scholar 

  • Löve, J., Moore, C. D., & Hensing, G. (2012). Validation of the Swedish translation of the general self-efficacy scale. Quality of Life Research, 21(7), 1249–1253.

    Article  PubMed  Google Scholar 

  • Luszczynska, A., Gutierrez-Dona, B., & Schwarzer, R. (2005). General self-efficacy in various domains of human functioning: Evidence from five countries. International Journal of Psychology, 40(2), 80–89.

    Article  Google Scholar 

  • Marsh, H. W., & Hocevar, D. (1985). Application of confirmatory factor analysis of the study of self-concept: first and higher order factor models and their invariance across groups. Psychological Bulletin, 97(3), 562–582.

    Article  Google Scholar 

  • Martocchio, J. J., & Judge, T. A. (1997). Relationships between conscientiousness and learning in employee training: mediating influences of self-deception and self-efficacy. Journal of Applied Psychology, 82, 764–773.

    Article  PubMed  Google Scholar 

  • Maurer, T. J. (2001). Career-relevant learning and development, worker age, and beliefs about self-efficacy for development. Journal of Management, 27, 123–140.

    Article  Google Scholar 

  • Mundfrom, D. J., Shaw, D. G., & Tian, L. K. (2005). Minimum sample size recommendations for conducting factor analyses. International Journal of Testing, 5, 159–168.

    Article  Google Scholar 

  • Nario-Redmond, M. R., Biernat, M., Eidelman, S., & Palenske, D. J. (2004). The social and personal identities scale: a measure of the differential importance ascribed to social and personal self-categorizations. Self and Identity, 3(2), 143–175.

    Article  Google Scholar 

  • Nario-Redmond, M. R., Noel, J. G., & Fern, E. (2013). Redefining disability, re-imagining the self: disability identification predicts self-esteem and strategic responses to stigma. Self and Identity, 12(5), 468–488.

    Article  Google Scholar 

  • Parker, P. D., Marsh, H. W., Ciarrochi, J., Marshall, S., & Abduljabbar, A. S. (2014). Juxtaposing math self-efficacy and self-concept as predictors of long-term achievement outcomes. Educational Psychology, 34(1), 29–48.

    Article  Google Scholar 

  • Posadzki, P., Stockl, A., Musonda, P., & Tsouroufli, M. (2010). A mixed-method approach to sense of coherence, health behaviors, self-efficacy and optimism: towards the operationalization of positive health attitudes. Scandinavian Journal of Psychology, 51(3), 246–252.

    Article  PubMed  Google Scholar 

  • Rand, K. L. (2009). Hope and optimism: latent structures and influences on grade expectancy and academic performance. Journal of Personality, 77(1), 231–260.

    Article  PubMed  Google Scholar 

  • Rindskopf, D., & Rose, T. (1988). Some theory and applications of confirmatory second-order factor analysis. Multivariate Behavioral Research, 23, 51–67.

    Article  PubMed  Google Scholar 

  • Rottmann, N., Dalton, S. O., Christensen, J., Frederiksen, K., & Johansen, C. (2010). Self-efficacy, adjustment style and well-being in breast cancer patients: A longitudinal study. Quality of Life Research, 19(6), 827–836.

    Article  PubMed  Google Scholar 

  • Scheier, M. F., & Carver, C. S. (1992). Effects of optimism on psychological and physical well-being: theoretical overview and empirical update. Cognitive Therapy and Research, 16, 201–228.

    Article  Google Scholar 

  • Scholz, U., Doña, B. G., Sud, S., & Schwarzer, R. (2002). Is general self-efficacy a universal construct? Psychometric findings from 25 countries. European Journal of Psychological Assessment, 18(3), 242–251.

    Article  Google Scholar 

  • Schwarzer, R. (Ed.). (1992). Self-efficacy: Thought control of action. Washington: Hemisphere.

    Google Scholar 

  • Schwarzer, R. (1993). Measurement of perceived self-efficacy: Psychometric scales for cross-cultural research. Berlin: Freien Universität Berlin.

    Google Scholar 

  • Schwarzer, R., & Fuchs, R. (1996). Self-efficacy and health behaviors. In M. Conner and P. Norman (Eds.), Predicting health behavior: Research and practice with social cognition models (pp. 163–196). Buckingham, England: Open University Press.

  • Schwarzer, R., & Jerusalem, M. (1995). Generalized self-efficacy scale. Measures in health psychology: a user’s portfolio. Causal and Control Beliefs, 1, 35–37.

    Google Scholar 

  • Schwarzer, R., & Renner, B. (2000). Social-cognitive predictors of health behavior: action self-efficacy and coping self-efficacy. Health Psychology, 19(5), 487.

    Article  PubMed  Google Scholar 

  • Schwarzer, R., & Warner, L. M. (2013). Perceived self-efficacy and its relationship to resilience. In S. Prince-Embury & D. H. Saklofske (Eds.), Resilience in children, adolescents, and adults: Translating research into practice (pp. 139–150). New York: Springer.

    Chapter  Google Scholar 

  • Schwarzer, R., Bäßler, J., Kwiatek, P., Schröder, K., & Zhang, J. X. (1997a). The assessment of optimistic self‐beliefs: comparison of the German, Spanish, and Chinese versions of the general self‐efficacy scale. Applied Psychology, 46(1), 69–88.

    Article  Google Scholar 

  • Schwarzer, R., Born, A., Iwawaki, S., & Lee, Y. M. (1997b). The assessment of optimistic self-beliefs: comparison of the Chinese, Indonesian, Japanese, and Korean versions of the general self-efficacy scale. Psychologia: An International Journal of Psychology in the Orient, 40, 1–13.

    Google Scholar 

  • Snyder, C. R., Harris, C., Anderson, J. R., Holleran, S. A., Irving, L. M., Sigmon, S. T., ... & Harney, P. (1991). The will and the ways: Development and validation of an individual-differences measure of hope. Journal of Personality and Social Psychology, 60, 570–585.

  • Sperber, N., Hall, K. S., Allen, K., Devellis, B. M., Lewis, M., & Callahan, L. F. (2014). The role of symptoms and self-efficacy in predicting physical activity change among older adults with arthritis. Journal of Physical Activity & Health, 11, 528–535.

    Article  Google Scholar 

  • Stajkovic, A. D., & Luthans, F. (1998). Self-efficacy and work-related performance: a meta-analysis. Psychological Bulletin, 124, 240–261.

    Article  Google Scholar 

  • Strathman, A., Gleicher, F., Boninger, D. S., & Edwards, C. S. (1994). The consideration of future consequences: weighing immediate and distant outcomes of behavior. Journal of Personality and Social Psychology, 66, 747–752.

    Article  Google Scholar 

  • Strobel, M., Tumasjan, A., & Spörrle, M. (2011). Be yourself, believe in yourself, and be happy: self-efficacy as a mediator between personality factors and subjective well-being. Scandinavian Journal of Psychology, 52(1), 43–48.

    Article  PubMed  Google Scholar 

  • Teo, T., & Kam, C. (2015). A measurement invariance analysis of the general self-efficacy scale on two different cultures. Journal of Psychoeducational Assessment.

  • van der Slot, W. M., Nieuwenhuijsen, C., van den Berg-Emons, R. J., Wensink-Boonstra, A. E., Stam, H. J., & Roebroeck, M. E. (2010). Participation and health-related quality of life in adults with spastic bilateral cerebral palsy and the role of self-efficacy. Journal of Rehabilitation Medicine, 42, 528–535.

    Article  PubMed  Google Scholar 

  • Watkins, M. W., & Beaujean, A. A. (2014). Bifactor structure of the Wechsler preschool and primary scale of intelligence—fourth edition. School Psychology Quarterly, 29(1), 52–63.

    Article  PubMed  Google Scholar 

  • Wells, J. R., & Anderson, S. T. (2011). Self-efficacy and social support in African Americans diagnosed with end stage renal disease. The ABNF Journal: Official Journal of the Association of Black Nursing Faculty in Higher Education, 22(1), 9–12.

    Google Scholar 

  • West, S. G., Finch, J. F., & Curran, P. J. (1995). Structural equation models with nonnormal variables. In R. H. Hoyle (Ed.), Structural equation modeling: Concepts, issues, and applications (pp. 56–75). Thousand Oaks: Sage Publications.

    Google Scholar 

  • Wiesner, M., & Schanding, G. T. (2013). Exploratory structural equation modeling, bifactor models, and standard confirmatory factor analysis models: application to the BASC-2 behavioral and emotional screening system teacher form. Journal of School Psychology, 51(6), 751–763.

    Article  PubMed  Google Scholar 

  • Wood, R., & Bandura, A. (1989). Impact of conceptions of ability on self-regulatory mechanisms and complex decision making. Journal of Personality and Social Psychology, 56, 407–415.

    Article  PubMed  Google Scholar 

  • Zhang, J. X., & Schwarzer, R. (1995). Measuring optimistic self-beliefs: a Chinese adaptation of the general self-efficacy scale. Psychologia: An International Journal of Psychology in the Orient, 38, 174–181.

    Google Scholar 

  • Zimmerman, B. J., & Cleary, T. J. (2006). Adolescents’ development of personal agency: The role of self-efficacy beliefs and self-regulatory skills. In F. Pajares & T. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 45–69). Greenwich: Information Age Publishing.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mingming Zhou.

Appendix

Appendix

Table 3 Items for general self-efficacy scale

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, M. A Revisit of General Self-Efficacy Scale: Uni- or Multi-dimensional?. Curr Psychol 35, 427–436 (2016). https://doi.org/10.1007/s12144-015-9311-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12144-015-9311-4

Keywords

Navigation