Beyond Skill: The Paradoxical Link Between Financial Self-Efficacy and Anxiety in Indonesian University Students

Syamsuyurnita Syamsuyurnita, Faisal Rahman Dongoran, Reza Aditia

Abstract


Financial anxiety is common among university students and undermines academic and daily functioning. This study tested whether attitude toward money predicts financial self‑efficacy (FSE) and financial anxiety, whether FSE mediates that association, and whether the structural paths differ by gender. We used a cross‑sectional correlational design with 350 Indonesian university students selected via stratified random sampling. Attitude toward money was measured with the Money Attitude Scale, FSE with an adapted scale, and financial anxiety with the Financial Anxiety Scale. Hypotheses were examined using PLS‑SEM with 5,000 bootstraps and multi‑group analysis. Attitude toward money positively predicted FSE (β = 0.42, p < .001), and FSE positively predicted financial anxiety (β = 0.18, p < .001). The indirect effect of attitude toward money on financial anxiety via FSE was significant but small (β = 0.08, p = .01). No significant gender differences were detected. These results suggest that competence‑oriented financial education should be paired with stress‑management and risk‑appraisal components. For higher‑education policy and practice, campuses should integrate financial counseling with mental‑health services, deploy early‑warning systems for financial stress, and provide targeted supports such as emergency micro‑grants, peer money mentors, and flexible payment plans.

Keywords


Self-esteem; Financial anxiety; Higher education; Multi-group analysis

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Anas, T., Hill, H., Narjoko, D., & Putra, C. T. (2022). The Indonesian Economy in Turbulent Times. Bulletin of Indonesian Economic Studies, 58(3), 241–271. Scopus. https://doi.org/10.1080/00074918.2022.2133344

Andreev, P., Heart, T., Maoz, H., & Pliskin, N. (2009). Validating formative partial least squares (PLS) models: Methodological review and empirical illustration.

Archuleta, K. L., Dale, A., & Spann, S. M. (2013). College Students and Financial Distress Exploring Debt. Financial Counseling and Planning Education, 24(2), 50–62.

Asebedo, S. D., Seay, M. C., Archuleta, K., & Brase, G. (2019). The Psychological Predictors of Older Preretirees’ Financial Self-Efficacy. Journal of Behavioral Finance, 20(2), 127–138. Scopus. https://doi.org/10.1080/15427560.2018.1492580

Asebedo, S., & Payne, P. (2019). Market volatility and financial satisfaction: The role of financial self-efficacy. Journal of Behavioral Finance, 20(1), 42–52.

Association, A. C. H. & others. (2013). American College Health Association—National college health assessment II: California community colleges reference group executive summary spring 2013. Hanover, MD: Author.

Bandura, A. (1977). Self-Efficacy: Toward a Unifying Theory of Behavioral Change. Psychological Review. 1977, Vol. 84, No. 2, 191-215, 84(2), 192–215.

Bandura, A. (1999). Social cognitive theory of personality. Handbook of Personality, 2, 154–196.

Chin, W. W. (1998). Commentary: Issues and opinion on structural equation modeling. In MIS quarterly (pp. vii--xvi). JSTOR.

Chin, W. W. & others. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295(2), 295–336.

Creswell, J. W. (2012). Educational reserach: Planning, conducting and evaluating. Person.

Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.

Fan, L., & Chatterjee, S. (2018). Application of situational stimuli for examining the effectiveness of financial education: A behavioral finance perspective. Journal of Behavioral and Experimental Finance, 17, 68–75.

Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175–191. https://doi.org/10.3758/BF03193146

Forbes, J., & Kara, S. M. (2010). Confidence mediates how investment knowledge influences investing self-efficacy. Journal of Economic Psychology, 31(3), 435–443.

Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Sage Publications Sage CA: Los Angeles, CA.

Fünfgeld, B., & Wang, M. (2009). Attitudes and behaviour in everyday finance: Evidence from Switzerland. International Journal of Bank Marketing, 27(2), 108–128.

Gamst-Klaussen, T., Steel, P., & Svartdal, F. (2019). Procrastination and personal finances: Exploring the roles of planning and financial self-efficacy. Frontiers in Psychology, 10, 775.

Götz, O., Liehr-Gobbers, K., & Krafft, M. (2010). Evaluation of structural equation models using the partial least squares (PLS) approach. In Handbook of partial least squares (pp. 691–711). Springer.

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202

Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science, 40(3), 414–433.

Hair Jr, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.

Hale, E. (n.d.). Why Indonesia’s sinking rupiah is a flashing alarm for its $1.4tn economy. Al Jazeera. Retrieved June 30, 2025, from https://www.aljazeera.com/news/2025/4/8/why-indonesias-sinking-rupiah-is-a-flashing-alarm-for-its-1-4tn-economy

Heckman, S., Lim, H., & Montalto, C. (2014). Factors related to financial stress among college students. Journal of Financial Therapy, 5(1), 3.

Henchoz, C., Coste, T., & Wernli, B. (2019). Culture, money attitudes and economic outcomes. Swiss Journal of Economics and Statistics, 155(1), 1–13.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2012). Using partial least squares path modeling in advertising research: Basic concepts and recent issues. In Handbook of research on international advertising. Edward Elgar Publishing.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8

Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. In New challenges to international marketing. Emerald Group Publishing Limited.

Hoffmann, A. O. I., & Plotkina, D. (2021). Let your past define your future? How recalling successful financial experiences can increase beliefs of self-efficacy in financial planning. Journal of Consumer Affairs, 55(3), 847–871. Scopus. https://doi.org/10.1111/joca.12378

Hunt, J., & Eisenberg, D. (2010). Mental health problems and help-seeking behavior among college students. Journal of Adolescent Health, 46(1), 3–10.

Joo, S.-H., Durband, D. B., & Grable, J. (2008). The academic impact of financial stress on college students. Journal of College Student Retention: Research, Theory & Practice, 10(3), 287–305.

Kahneman, D., & Deaton, A. (2010). High income improves evaluation of life but not emotional well-being. Proceedings of the National Academy of Sciences, 107(38), 16489–16493.

Kartawinata, B. R., Fakhri, M., Pradana, M., Hanifan, N. F., & Akbar, A. (2021). The Role Of Financial Self-Efficacy: Mediating Effects Of Financial Literacy & Financial Inclusion Of Students In West Java, Indonesia. Journal of Management Information and Decision Sciences, 24(Special Issue 2), 1–9. Scopus.

Kim, Y. K., Lim, Y., Maleku, A., Kagotho, N., & Yang, M. (2020). Financial Stress and Depression Among African Refugees in the Southern United States: A Serial Multiple Mediation Analysis of Financial Self-Efficacy and Financial Anxiety. Journal of Immigrant and Refugee Studies, 18(2), 151–171. Scopus. https://doi.org/10.1080/15562948.2019.1593571

Lee, J. M., Rabbani, A., & Heo, W. (2023). Examining Financial Anxiety Focusing on Interactions between Financial Knowledge and Financial Self-efficacy. Journal of Financial Therapy, 14(1). Scopus. https://doi.org/10.4148/1944-9771.1279

Lee, K. (2021). The impact of covid-19 pandemic on Indonesia’s economy and alternative prospects for untact society. Suvannabhumi: Multidisciplinary Journal of Southeast Asian Studies, 13(2), 7–35. Scopus. https://doi.org/10.22801/svn.2021.13.2.7

Lim, V. K. G., & Teo, T. S. H. (1997). Sex, money and financial hardship: An empirical study of attitudes towards money among undergraduates in Singapore. Journal of Economic Psychology, 18(4), 369–386. https://doi.org/10.1016/S0167-4870(97)00013-5

Li-Ping Tang, T., Kim, J. K., & Shin-Hsiung Tang, D. (2000). Does attitude toward money moderate the relationship between intrinsic job satisfaction and voluntary turnover? Human Relations, 53(2), 213–245.

Loke, V., Choi, L., & Libby, M. (2015). Increasing youth financial capability: An evaluation of the mypath savings initiative. Journal of Consumer Affairs, 49(1), 97–126. https://doi.org/10.1111/joca.12066

Magendans, J., Gutteling, J. M., & Zebel, S. (2017). Psychological determinants of financial buffer saving: The influence of financial risk tolerance and regulatory focus. Journal of Risk Research, 20(8), 1076–1093.

McCormick, M. H. (2009). The effectiveness of youth financial education: A review of the literature. Journal of Financial Counseling and Planning, 20(1).

Medina, J. F., Saegert, J., & Gresham, A. (1996). Comparison of Mexican-American and Anglo-American attitudes toward money. Journal of Consumer Affairs, 30(1), 124–145.

Mindra, R., Moya, M., Zuze, L. T., & Kodongo, O. (2017). Financial self-efficacy: A determinant of financial inclusion. International Journal of Bank Marketing, 35(3), 338–353.

Mudzingiri, C., Mwamba, J. W. M., Keyser, J. N., & Bara, A. (2019). Indecisiveness on risk preference and time preference choices. Does financial literacy matter? Cogent Psychology, 6(1), 1647817.

Noor, N., Batool, I., & Arshad, H. M. (2020). Financial literacy, financial self-efficacy and financial account ownership behavior in Pakistan. Cogent Economics & Finance, 8(1), 1806479.

Petter, S., Straub, D., & Rai, A. (2007). Specifying formative constructs in information systems research. MIS Quarterly, 623–656.

Poraj-Weder, M. (2014). Perceived parental upbringing and the materialism of young adults. Sage Open, 4(2), 2158244014537499.

Pychyl, T. A., & Flett, G. L. (2012). Procrastination and self-regulatory failure: An introduction to the special issue. Journal of Rational-Emotive & Cognitive-Behavior Therapy, 30, 203–212.

Qi, J., Zhang, Y., Worthy, S., & Kim, J. (2025). From financial self-efficacy to financial behaviors: The role of financial advice seeking and stress. International Journal of Bank Marketing. Scopus. https://doi.org/10.1108/IJBM-10-2024-0603

Roberts, R., Golding, J., Towell, T., & Weinreb, I. (1999). The effects of economic circumstances on British students’ mental and physical health. Journal of American College Health, 48(3), 103–109.

Robson, J., & Peetz, J. (2020). Gender differences in financial knowledge, attitudes, and behaviors: Accounting for socioeconomic disparities and psychological traits. Journal of Consumer Affairs, 54(3), 813–835.

Sekaran, U., & Bougie, R. (2016). Research Methods For Business: A Skill Building Approach. John Wiley & Sons.

Shapiro, G. K., & Burchell, B. J. (2012). Measuring financial anxiety. Journal of Neuroscience, Psychology, and Economics, 5(2), 92.

Shim, S., Barber, B. L., Card, N. A., Xiao, J. J., & Serido, J. (2010). Financial socialization of first-year college students: The roles of parents, work, and education. Journal of Youth and Adolescence, 39, 1457–1470.

Shim, S., Xiao, J. J., Barber, B. L., & Lyons, A. C. (2009). Pathways to life success: A conceptual model of financial well-being for young adults. Journal of Applied Developmental Psychology, 30(6), 708–723.

Snelders, H., Hussein, G., Lea, S. E. G., & Webley, P. (1992). The polymorphous concept of money. Journal of Economic Psychology, 13(1), 71–92.

Srinita, Goestjahjanti, F. S., & Suryanto, T. (2022). Analysis of Economic Sustainability from Government Spending on The Inflation Rate in Indonesia: Effect from Intrest Rate and Money Circulation. Quality - Access to Success, 23(191), 203–210. Scopus. https://doi.org/10.47750/QAS/23.191.24

Tang, T. L. P. (1995). The development of a short Money Ethic Scale: Attitudes toward money and pay satisfaction revisited. Personality and Individual Differences, 19(6), 809–816. https://doi.org/10.1016/S0191-8869(95)00133-6

Topa, G., Depolo, M., & Alcover, C.-M. (2018). Early retirement: A meta-analysis of its antecedent and subsequent correlates. Frontiers in Psychology, 8, 2157.

Vinzi, V. E., Chin, W. W., Henseler, J., Wang, H., & others. (2010). Handbook of partial least squares (Vol. 201, Issue 0). Springer.

www.ETCIO.com. (n.d.). Indonesia’s labour force hits 153 million, yet 30% of firms struggle to find talent—ET CIO SEA. ETCIO.Com. Retrieved June 30, 2025, from https://ciosea.economictimes.indiatimes.com/news/corporate/indonesias-labour-force-hits-153-million-yet-30-of-firms-struggle-to-find-talent/121281846

Xiao, J. J., & O’Neill, B. (2016). Consumer financial education and financial capability. International Journal of Consumer Studies, 40(6), 712–721.

Yamauchi, K. T., & Templer, D. J. (1982). The Development of a Money Attitude Scale, Journal of Personality Assessment. Journal of Personality Assessment, 46(5), 495–505. https://doi.org/10.1207/s15327752jpa4605

Zivin, K., Eisenberg, D., Gollust, S. E., & Golberstein, E. (2009). Persistence of mental health problems and needs in a college student population. Journal of Affective Disorders, 117(3), 180–185.




DOI: https://doi.org/10.35445/alishlah.v17i4.8792

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