Kesiapan Tenaga Kerja Di era Digital Di Kalimantan Utara
DOI:
https://doi.org/10.37888/bjrm.v9i2.984Abstract
Penelitian ini bertujuan untuk menganalisis pengaruh work readiness dan employability skills terhadap career adaptability dengan self-efficacy sebagai variabel mediasi pada mahasiswa di era ekonomi digital. Fenomena meningkatnya ketidakpastian pasar kerja dan transformasi digital menuntut mahasiswa tidak hanya memiliki kesiapan kerja dan keterampilan yang relevan, tetapi juga keyakinan diri dalam menghadapi perubahan karier. Penelitian ini menggunakan pendekatan kuantitatif dengan metode survei terhadap mahasiswa di Kota Tarakan, Kalimantan Utara. Data dianalisis menggunakan Partial Least Squares Structural Equation Modeling (PLS-SEM) untuk menguji hubungan langsung dan tidak langsung antar variabel penelitian. Hasil penelitian menunjukkan bahwa work readiness dan employability skills berpengaruh positif terhadap career adaptability, namun hanya employability skills yang memiliki pengaruh tidak langsung signifikan melalui self-efficacy. Temuan ini mengindikasikan bahwa kepercayaan diri mahasiswa dalam mengelola karier lebih banyak dipengaruhi oleh keterampilan yang mereka miliki dibandingkan kesiapan kerja semata. Sebaliknya, pengaruh tidak langsung work readiness melalui self-efficacy tidak signifikan, yang menandakan bahwa kesiapan kerja belum sepenuhnya diinternalisasi sebagai bentuk keyakinan diri dalam menghadapi dinamika karier digital. Secara teoretis, penelitian ini memperkuat model Career Construction Theory dan Social Cognitive Career Theory dengan menegaskan bahwa employability skills merupakan prediktor penting bagi pengembangan career adaptability melalui peningkatan self-efficacy. Secara praktis, hasil penelitian ini memberikan implikasi bagi lembaga pendidikan tinggi untuk memperkuat kurikulum berbasis keterampilan dan program pengembangan diri yang menumbuhkan kepercayaan diri mahasiswa dalam menghadapi tantangan dunia kerja digital. Penelitian ini juga membuka ruang bagi kajian lanjutan dengan memperluas variabel kontekstual seperti dukungan institusional, pengalaman magang, dan exposure terhadap teknologi digital yang dapat memoderasi hubungan antar variabel utama. Dengan demikian, hasil penelitian ini memberikan kontribusi empiris dalam memahami mekanisme pengembangan kesiapan karier mahasiswa di era transformasi ekonomi digital.
References
Adryawning, V. A., & Widiyanto, D. (2025). Analisis hubungan tingkat perkembangan wilayah dan ketimpangan wilayah di Indonesia. Region : Jurnal Pembangunan Wilayah Dan Perencanaan Partisipatif, 20(1), 210. https://doi.org/10.20961/region.v20i1.86894
Alkal, A. (2025). Relationships among resilience, career adaptability and career decision self-efficacy in university students: a two-wave longitudinal mediation study. BMC Psychology, 13(1). https://doi.org/10.1186/s40359-025-03456-8
Bandura, A. (2001). Social Cognitive Theory: An Agentic Perspective. Annual Review of Psychology, 52(1), 1–26. https://doi.org/10.1146/annurev.psych.52.1.1
Bandura, A., & Locke, E. A. (2003). Negative self-efficacy and goal effects revisited. Journal of Applied Psychology, 88(1), 87–99. https://doi.org/10.1037/0021-9010.88.1.87
Brown, S., & Lent, R. (2020). Career Development and Counseling. Wiley. https://doi.org/10.1002/9781394258994
Chen, J., Zhang, Y., Cai, H., Liu, L., Liao, M., & Fang, J. (2024). A Comprehensive Overview of Micro-Influencer Marketing: Decoding the Current Landscape, Impacts, and Trends. Behavioral Sciences, 14(3), 243. https://doi.org/10.3390/bs14030243
Choudhury, I., & Singh, S. (2023). Analysing gender differences in academic performance and labour market outcomes of engineering graduates: evidence from India. International Journal of Manpower, 44(8), 1622–1640. https://doi.org/10.1108/ijm-04-2022-0179
Daubney, K. (2021). “Teaching employability is not my job!”: redefining embedded employability from within the higher education curriculum. Higher Education, Skills and Work-Based Learning, 12(1), 92–106. https://doi.org/10.1108/heswbl-07-2020-0165
Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, Phone, Mail, and Mixed‐Mode Surveys. Wiley. https://doi.org/10.1002/9781394260645
Etikan, I. (2017). Sampling and Sampling Methods. Biometrics & Biostatistics International Journal, 5(6). https://doi.org/10.15406/bbij.2017.05.00149
Fong, L., & Law, R. (2013). Hair, J. F. Jr., Hult, G. T. M., Ringle, C. M., Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications. ISBN: 978-1-4522-1744-4. 307 pp. European Journal of Tourism Research, 6(2), 211–213. https://doi.org/10.54055/ejtr.v6i2.134
Gerçek, M. (2023). Serial multiple mediation of career adaptability and self-perceived employability in the relationship between career competencies and job search self-efficacy. Higher Education, Skills and Work-Based Learning, 14(2), 461–478. https://doi.org/10.1108/heswbl-02-2023-0036
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., & Thiele, K. O. (2017). Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods. Journal of the Academy of Marketing Science, 45(5), 616–632. https://doi.org/10.1007/s11747-017-0517-x
Hair Jr., J. F., M. Hult, G. T., M. Ringle, C., Sarstedt, M., Castillo Apraiz, J., Cepeda Carrión, G. A., & Roldán, J. L. (2019). Manual de Partial Least Squares Structural Equation Modeling (PLS-SEM) (Segunda Edición). OmniaScience. https://doi.org/10.3926/oss.37
Henseler, J., Ringle, C. M., & Sarstedt, M. (2014). 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
Holderman, S. G., & Wijono, S. (2024). Self-efficacy and Career Adaptability in Early Career employees. Philanthropy: Journal of Psychology, 8(1), 106. https://doi.org/10.26623/philanthropy.v8i1.9207
Investing in competences and skills and reforming the labour market to create better jobs in Indonesia. (2021). In OECD Economics Department Working Papers. Organisation for Economic Co-Operation and Development (OECD). https://doi.org/10.1787/fd54e6be-en
Jackson, D. (2014). Employability skill development in work-integrated learning: Barriers and best practice. Studies in Higher Education, 40(2), 350–367. https://doi.org/10.1080/03075079.2013.842221
Jackson, D., & Bridgstock, R. (2020). What actually works to enhance graduate employability? The relative value of curricular, co-curricular, and extra-curricular learning and paid work. Higher Education, 81(4), 723–739. https://doi.org/10.1007/s10734-020-00570-x
Jackson, D., & Dean, B. A. (2022). The contribution of different types of work-integrated learning to graduate employability. Higher Education Research & Development, 42(1), 93–110. https://doi.org/10.1080/07294360.2022.2048638
Jackson, D., & Tomlinson, M. (2020). Investigating the relationship between career planning, proactivity and employability perceptions among higher education students in uncertain labour market conditions. Higher Education, 80(3), 435–455. https://doi.org/10.1007/s10734-019-00490-5
Joshi, A., Kale, S., Chandel, S., & Pal, D. (2015). Likert Scale: Explored and Explained. British Journal of Applied Science & Technology, 7(4), 396–403. https://doi.org/10.9734/bjast/2015/14975
Karimi, S., Esmaeili, M., & Yaghoubi Farani, A. (2024). The relationship between career-related social support and self-perceived employability: the chain mediating role of psychological capital and career adaptability. Journal of Education and Work, 37(7–8), 503–521. https://doi.org/10.1080/13639080.2025.2472136
Kock, N. (2019). WITHDRAWN: Factor-based structural equation modeling with WarpPLS. Australasian Marketing Journal (AMJ). https://doi.org/10.1016/j.ausmj.2018.12.002
Líbano, M. Del, Llorens, S., Salanova, M., & Schaufeli, W. B. (2012). About the Dark and Bright Sides of Self-efficacy: Workaholism and Work Engagement. The Spanish Journal of Psychology, 15(2), 688–701. https://doi.org/10.5209/rev_sjop.2012.v15.n2.38883
Liu, Z., Jiang, P., De Bock, K. W., Wang, J., Zhang, L., & Niu, X. (2024). Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction. Technological Forecasting and Social Change, 198, 122945. https://doi.org/10.1016/j.techfore.2023.122945
Mahajan, R., Gupta, P., & Misra, R. (2022). Employability skills framework: a tripartite approach. Education + Training, 64(3), 360–379. https://doi.org/10.1108/et-12-2020-0367
Mahfud, T., Mulyani, Y., Setyawati, R., & Kholifah, N. (2022). The Influence of Teaching Quality, Social Support, and Career Self-Efficacy on the Career Adaptability Skills: Evidence from a Polytechnic in Indonesia. Integration of Education, 26(1), 27–41. https://doi.org/10.15507/1991-9468.106.026.202201.027-041
Manor, S., & Holland, R. (2022). Retiring in a white coat: Doctors working after retirement. Journal of Vocational Behavior, 133, 103678. https://doi.org/10.1016/j.jvb.2021.103678
McGuinness, S., Pouliakas, K., & Redmond, P. (2018). SKILLS MISMATCH: CONCEPTS, MEASUREMENT AND POLICY APPROACHES. Journal of Economic Surveys, 32(4), 985–1015. https://doi.org/10.1111/joes.12254
Monteiro, S., Ferreira, J. A., & Almeida, L. S. (2018). Self-perceived competency and self-perceived employability in higher education: the mediating role of career adaptability. Journal of Further and Higher Education, 44(3), 408–422. https://doi.org/10.1080/0309877x.2018.1542669
Muhyiddin, M. (2023). Indonesia Employment Outlook 2024. In Indonesia Employment Outlook. Pusat Pengembangan Kebijakan Ketenagakerjaan Kementerian Ketenagakerjaan. https://doi.org/10.47198/outlook.2024
Nakano, L. Y. (2022). Intimate Disconnections: Divorce and the Romance of Independence in Contemporary Japan. Japanese Studies, 42(1), 107–109. https://doi.org/10.1080/10371397.2022.2058051
Newman, A., Obschonka, M., Schwarz, S., Cohen, M., & Nielsen, I. (2019). Entrepreneurial self-efficacy: A systematic review of the literature on its theoretical foundations, measurement, antecedents, and outcomes, and an agenda for future research. Journal of Vocational Behavior, 110, 403–419. https://doi.org/10.1016/j.jvb.2018.05.012
Orr, P., Forsyth, L., Caballero, C., Rosenberg, C., & Walker, A. (2023). A systematic review of Australian higher education students’ and graduates’ work readiness. Higher Education Research & Development, 42(7), 1714–1731. https://doi.org/10.1080/07294360.2023.2192465
Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2018). Partial least squares structural equation modeling in HRM research. The International Journal of Human Resource Management, 31(12), 1617–1643. https://doi.org/10.1080/09585192.2017.1416655
Rudolph, C. W., Lavigne, K. N., & Zacher, H. (2017). Career adaptability: A meta-analysis of relationships with measures of adaptivity, adapting responses, and adaptation results. Journal of Vocational Behavior, 98, 17–34. https://doi.org/10.1016/j.jvb.2016.09.002
Saks, A. M. (2022). Caring human resources management and employee engagement. Human Resource Management Review, 32(3), 100835. https://doi.org/10.1016/j.hrmr.2021.100835
Santilli, S., Grossen, S., & Nota, L. (2020). Career Adaptability, Resilience, and Life Satisfaction Among Italian and Belgian Middle School Students. The Career Development Quarterly, 68(3), 194–207. https://doi.org/10.1002/cdq.12231
Sarstedt, M., Richter, N. F., Hauff, S., & Ringle, C. M. (2024). Combined importance–performance map analysis (cIPMA) in partial least squares structural equation modeling (PLS–SEM): a SmartPLS 4 tutorial. Journal of Marketing Analytics, 12(4), 746–760. https://doi.org/10.1057/s41270-024-00325-y
Savickas, M. L., Porfeli, E. J., Hilton, T. L., & Savickas, S. (2018). The Student Career Construction Inventory. Journal of Vocational Behavior, 106, 138–152. https://doi.org/10.1016/j.jvb.2018.01.009
Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039
Spurk, D., Hirschi, A., & Dries, N. (2018). Antecedents and Outcomes of Objective Versus Subjective Career Success: Competing Perspectives and Future Directions. Journal of Management, 45(1), 35–69. https://doi.org/10.1177/0149206318786563
Succi, C., & Canovi, M. (2019). Soft skills to enhance graduate employability: comparing students and employers’ perceptions. Studies in Higher Education, 45(9), 1834–1847. https://doi.org/10.1080/03075079.2019.1585420
Tentama, F., Merdiaty, N., & Subardjo, S. (2019). Self-efficacy and work readiness among vocational high school students. Journal of Education and Learning (EduLearn), 13(2), 277–281. https://doi.org/10.11591/edulearn.v13i2.12677
Twycross, A. (2004). Research design: qualitative, quantitative and mixed methods approachesResearch design: qualitative, quantitative and mixed methods approaches Creswell John W Sage 320 £29 0761924426 0761924426. Nurse Researcher, 12(1), 82–83. https://doi.org/10.7748/nr.12.1.82.s2
van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in Human Behavior, 72, 577–588. https://doi.org/10.1016/j.chb.2017.03.010
Zhan, H., Cheng, K. M., Wijaya, L., & Zhang, S. (2024). Investigating the mediating role of self-efficacy between digital leadership capability, intercultural competence, and employability among working undergraduates. Higher Education, Skills and Work-Based Learning, 14(4), 796–820. https://doi.org/10.1108/heswbl-02-2024-0032
Zhang, J., Talib, M. A., & Wang, J. (2025). Enhancing career adaptability and career decision-making self-efficacy through career planning education: a quasi-experimental study. Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1612768
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