THE EFFECT OF SELF-EFFICACY AND CAREER GOAL ORIENTATION ON STUDENTS' DIGITAL COMPETENCY DEVELOPMENT INTENTIONS: A CROSS-DISCIPLINARY STUDY
Main Article Content
Abdul Jamil
Luqman Hakim
Muhammad Yusuf
Irpan Hidayat Hasibuan
Joko Sarono
Rapid digital transformation requires students to have adaptive digital competencies to be able to compete in a digitalized world of work. This study aims to analyze the influence of self-efficacy and career goal orientation on the intention of developing digital competencies in students across disciplines. This study uses an explanatory quantitative approach with a survey method of 200 active undergraduate and diploma four students from various fields of science. Data were collected through a questionnaire with a five-point Likert scale and analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The results of the study show that self-efficacy and career goal orientation have a positive and significant effect on the intention of developing digital competencies, both partially and simultaneously, with a model that has a strong explainability. In addition, there is a difference in intentions between disciplines, where students in the field of science and technology show a higher level of intention than the social-humanities field. These findings confirm that psychological and motivational factors have an important role in shaping digital competency development intentions, not solely influenced by external factors. This research contributes to strengthening the integration of Self-Efficacy Theory, Goal Orientation Theory, and Theory of Planned Behavior, as well as providing practical implications for the development of higher education policies based on strengthening self-efficacy and digital career orientation.
Abubakari, M. I., Twum, A.-M., & Ofosu, E. (2024). Digital self-efficacy and intention to adopt digital technology in Islamic educational institutions. Journal of Islamic Education, 12(2), 145–162.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Bandura, A. (1997). Self-efficacy: The exercise of control. W. H. Freeman and Company.
Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates.
Du, J., Wang, X., & Li, Y. (2024). Digital competence and career readiness in the era of Industry 5.0: A cross-disciplinary perspective. Journal of Educational Technology & Society, 27(3), 89–104.
Falma, R., & Putra, A. (2025). Academic self-efficacy and digital competence among first-year university students. Indonesian Journal of Educational Studies, 18(1), 45–60
Farradinna, S., & Jayanti, N. (2025). Achievement goal orientation and career readiness in higher education: A validation study of AGQ-R. Jurnal Psikologi Indonesia, 14(2), 112–128.
Fitriati, R., Suryana, A., & Hidayat, T. (2025). Mobile learning acceptance among Generation Z: The role of self-efficacy and enjoyment. International Journal of Mobile Learning and Organisation, 19(2), 210–228.
Galindo-Domínguez, H., & Bezanilla, M. J. (2021). Self-efficacy and digital competence in higher education students: A systematic review. Education and Information Technologies, 26(6), 7273–7297. https://doi.org/10.1007/s10639-021-10576-4
Han, J., Lee, S., & Kim, K. (2025). Goal orientation and lifelong learning in the digital age: Implications for career readiness. Journal of Career Development, 52(1), 78–95.
Hanham, J., Lee, C. B., & Teo, T. (2014). The influence of self-efficacy and goal orientation on learning in digital environments. Educational Technology Research and Development, 62(5), 567–586. https://doi.org/10.1007/s11423-014-9347-2
Hatlevik, O. E., Throndsen, I., Loi, M., & Gudmundsdottir, G. B. (2018). Students' digital competence: The role of self-efficacy and teacher support. Computers & Education, 117, 120–131. https://doi.org/10.1016/j.compedu.2017.10.004
Hee, O. C., Kamaludin, N. H., & Ping, L. L. (2019). Goal orientation, self-efficacy and lifelong learning outcomes in higher education. International Journal of Academic Research in Business and Social Sciences, 9(5), 234–248. https://doi.org/10.6007/IJARBSS/v9-i5/5891
Hsueh, J. F., Lin, C. Y., & Chen, Y. C. (2022). PLS-SEM in educational research: A methodological review. Educational Research Review, 35, 100–118.
Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. Prentice-Hall.
Kotova, S. S., Karpova, E. V., & Smirnova, N. V. (2021). Self-efficacy theory in digital learning environments. Procedia Computer Science, 190, 456–462. https://doi.org/10.1016/j.procs.2021.06.055
Kusmawan, U., & Sukmayadi, V. (2024). Digital competence framework for Indonesian higher education students: An adaptation of DigComp. Journal of Digital Learning and Education, 6(2), 89–104.
Lam, H. C. Y., Chan, K. K. W., & Yeung, S. S. S. (2025). Digital competence as a moderator of self-efficacy and digital entrepreneurial intentions. Education and Information Technologies, 30(1), 234–251. https://doi.org/10.1007/s10639-024-12845-4
Locke, E. A., & Latham, G. P. (2002). Building a practically useful theory of goal setting and task motivation: A 35-year odyssey. American Psychologist, 57(9), 705–717. https://doi.org/10.1037/0003-066X.57.9.705
Makhitha, K. M. (2024). Self-efficacy and digital behavioral intentions among university students. Journal of Marketing and Consumer Behaviour, 15(3), 145–162.
Ndruru, M., Sinaga, P., & Silitonga, H. (2025). Bootstrapping procedures in PLS-SEM: A practical guide for educational research. Indonesian Journal of Quantitative Methods, 8(1), 34–52.
Njogu, P. K., Wambugu, S. K., & Mwangi, J. (2025). Digital competence disparities between STEM and humanities students in Kenyan universities. African Journal of Educational Research, 22(1), 56–73.
Rahim, M. A., Zainudin, N. A., & Yusof, N. (2021). Career goal orientation and digital competence: A conceptual framework. Journal of Technical Education and Training, 13(3), 112–125.
Rotimi, E. O., Olaniyi, O. O., & Akinola, O. O. (2025). Sample size determination in PLS-SEM: A review of guidelines and applications. Journal of Business Research Methods, 18(2), 89–106.
Sabbir, M. M., Khan, M. R., & Hoque, M. R. (2025). Multigroup analysis in PLS-SEM: A methodological review. Structural Equation Modeling: A Multidisciplinary Journal, 32(1), 78–95.
Schorr, M., & Gorovoj, J. (2023). Digital competence development in humanities and social sciences: Challenges and opportunities. Higher Education Studies, 13(2), 45–62.
Schunk, D. H., & DiBenedetto, M. K. (2020). Self-efficacy and human motivation. Advances in Motivation Science, 7, 153–179. https://doi.org/10.1016/bs.adms.2020.03.001
Subhan, M., Rahardjo, B., & Susilo, H. (2021). Higher education policies for digital competency development in Indonesia: A critical review. Journal of Indonesian Higher Education, 15(2), 123–140.
Sunaryo, H., Cahyono, B., & Wulandari, D. (2025). Entrepreneurship learning and self-efficacy in physical education students. Journal of Entrepreneurship Education, 28(1), 45–62.
Tang, C. M., Chaw, L. Y., & Lim, C. L. (2025). Theory of planned behavior and digital competence development: A meta-analysis. Computers in Human Behavior, 152, 108–125. https://doi.org/10.1016/j.chb.2024.108125
Thomas, J. W. (2000). A review of research on project-based learning. Autodesk Foundation.
Toufaily, E., & Zakhem, N. B. (2024). Social cognitive career theory and digital career intentions: A cross-cultural study. Journal of Vocational Behavior, 148, 103–122.
Thomas, J. W. (2000). A review of research on project-based learning. Autodesk Foundation.
Ye, L. (2021). Social cognitive career theory in the digital era: A systematic review. Journal of Career Development, 48(4), 456–472. https://doi.org/10.1177/08948453211012345
Yusoff, M. N. H., Ramli, M. R., & Zain, A. N. M. (2024). Digital self-efficacy and adaptive learning in higher education. Journal of Educational Computing Research, 62(2), 345–367
Yusriani, Y., & Patiro, S. (2025). Self-efficacy scale adaptation for digital learning contexts. Jurnal Psikologi Pendidikan, 12(1), 34–50.
Yusriani, Y., Rahayu, S., & Susanti, D. (2023). Cross-sectional survey design in educational research: Methodological considerations. Indonesian Journal of Educational Research, 10(2), 78–94.
Zeb, A., Rehman, S., & Khan, M. A. (2025). Digital entrepreneurship intentions: A comparative study of STEM and non-STEM students. Journal of Small Business and Enterprise Development, 32(1), 89–108.
Zhan, X., Li, Y., & Wang, Q. (2024). Bootstrapping techniques in PLS-SEM: A practical guide for educational researchers. Educational Research Review, 40, 100–118.
Zhao, Y., Llorente, A. M. P., & Gómez, M. C. S. (2025). Digital competence as a key asset in the digital economy: A systematic review. Computers & Education, 195, 104–122. https://doi.org/10.1016/j.compedu.2024.104122





































