Main Article Content

Abstract

This study aims to examine and analyze the influence of digital skills (DS) on digital work readiness (DWR) among youth, with digital self-efficacy (DSE) as a mediating variable and government digital support (GDS) as a moderating variable. Given the rapid pace of digital transformation reshaping the labor market, understanding the interplay between technical competencies and psychological empowerment is crucial, particularly for young job seekers. A quantitative survey was employed involving 200 respondents aged 18–35 years old in Yogyakarta, Indonesia. Data were analyzed using the partial least squares structural equation modeling (PLS-SEM). The findings indicate that DSE is strongly and significantly impacted by DS. Nevertheless, DWR is not directly impacted by DS. Rather, DSE plays a crucial function as a psychological facilitator by fully mediating the link between DS and DWR. However, the statistically insignificant moderating effect of GDS on the relationship between DS and DWR indicates that this pathway is not strengthened by GDS. This study is context-specific to youth in the Yogyakarta region and focuses solely on the integration of DS, DSE, and GDS in predicting DWR. Further research could expand the demographic scope and incorporate additional socio-contextual factors to deepen understanding of digital employability. This study contributes a novel empirical model by integrating both psychological and institutional dimensions into the analysis of DWR. It challenges the conventional reliance on technical training alone and underscores the critical need for confidence-building and GDS to enhance youth employability.

Keywords

Digital skills Digital work readiness Digital self-efficacy Government digital support PLS-SEM

Article Details

Author Biography

Suhada Suhada, Department of Management, Faculty of Economics, Universitas Nahdlatul Ulama Yogyakarta, Yogyakarta, Indonesia

Student of Doctoral Program in Management Science, Faculty of Business and Economics, Universitas Islam Indonesia, Sleman 55283, Yogyakarta, Indonesia

How to Cite
Suhada, S., Wulandari, N. D. ., Idries, F. A., Pratiwi, N. ., Oktariantra, I., Romandhani, A. O. ., & Riyadho, A. . (2026). The role of digital skills, digital self-efficacy, and government support in enhancing digital work readiness. Asian Management and Business Review, 6(1), 184–202. https://doi.org/10.20885/AMBR.vol6.iss1.art12

References

  1. Adegbite, W. M. (2024). Unpacking mediation and moderating effect of digital literacy and life-career knowledge in the relationship between work-integrated learning and graduate employability. Social Sciences & Humanities Open, 10, 101161. https://doi.org/10.1016/j.ssaho.2024.101161 DOI: https://doi.org/10.1016/j.ssaho.2024.101161
  2. Ahi, A. A., Sinkovics, N., & Sinkovics, R. R. (2023). E-commerce policy and the global economy: a path to more inclusive development? Management International Review, 63(1), 27–56. https://doi.org/10.1007/s11575-022-00490-1 DOI: https://doi.org/10.1007/s11575-022-00490-1
  3. Anthonysamy, L., Koo, A. C., & Hew, S. H. (2020). Self-regulated learning strategies in higher education: fostering digital literacy for sustainable lifelong learning. Education and Information Technologies, 25(4), 2393-2414. https://doi.org/10.1007/s10639-020-10201-8 DOI: https://doi.org/10.1007/s10639-020-10201-8
  4. Arpasi Bejarano, D. A., Acuña Condori, S. P., & Mayorga Rojas, J. C. (2022). Autoeficacia y competencia digital universitaria en tiempos de Covid-19. PSIQUEMAG/Revista Científica Digital de Psicología, 11(2), 50-59. https://doi.org/10.18050/psiquemag.v11i2.2110 DOI: https://doi.org/10.18050/psiquemag.v11i2.2110
  5. Audrin, B., Audrin, C., & Salamin, X. (2024). Digital skills at work – conceptual development and empirical validation of a measurement scale. Technological Forecasting and Social Change, 202, 123279. https://doi.org/10.1016/j.techfore.2024.123279 DOI: https://doi.org/10.1016/j.techfore.2024.123279
  6. Ayimah, J. C., Kuada, J., & Ayimey, E. K. (2024). Digital financial service adoption decisions of semi-urban Ghanaian university students–implications for enterprise development and job creation. African Journal of Economic and Management Studies, 15(2), 263-278. https://doi.org/10.1108/AJEMS-02-2022-0055 DOI: https://doi.org/10.1108/AJEMS-02-2022-0055
  7. Banoglu, K., Vanderlinde, R., & Yildiz, R. (2015). Professional self-efficacy scale for information and computer technology teachers: validity and reliability study. The Anthropologist, 20(1–2), 22–32. https://doi.org/10.1080/09720073.2015.11891720 DOI: https://doi.org/10.1080/09720073.2015.11891720
  8. Bandura, A. (1986). Social Foundations of Thought and Action: A Social Cognitive Theory. Prentice-Hall.
  9. Bejaković, P., & Mrnjavac, Ž. (2020). The importance of digital literacy on the labour market. Employee Relations: The International Journal, 42(4), 921–932. https://doi.org/10.1108/ER-07-2019-0274 DOI: https://doi.org/10.1108/ER-07-2019-0274
  10. Bellini, C. G. P., Isoni Filho, M. M., De Moura Junior, P. J., & Pereira, R. D. C. D. F. (2016). Self-efficacy and anxiety of digital natives in face of compulsory computer-mediated tasks: a study about digital capabilities and limitations. Computers in Human Behavior, 59, 49–57. https://doi.org/10.1016/j.chb.2016.01.015 DOI: https://doi.org/10.1016/j.chb.2016.01.015
  11. Boc, K., Štimac, I., Pivac, J., & Bračić, M. (2023). An empirical investigation: does new airport terminal infrastructure improve the customer experience? Sustainability, 15(17), 13188. https://doi.org/10.3390/su151713188 DOI: https://doi.org/10.3390/su151713188
  12. Cancino, M., & Towle, K. (2022). Relationships among higher education EFL student perceptions toward fully online language learning and computer self-efficacy, age, gender, and proficiency level in emergency remote teaching settings. Higher Learning Research Communications, 12(0). https://doi.org/10.18870/hlrc.v12i0.1317. DOI: https://doi.org/10.18870/hlrc.v12i0.1317
  13. Canton, H. (2021). The Europa Directory of International Organizations 2021 (23rd ed.). Routledge. https://doi.org/10.4324/9781003179900 DOI: https://doi.org/10.4324/9781003179900
  14. Chen, C.-L., Lin, Y.-C., Chen, W.-H., Chao, C.-F., & Pandia, H. (2021). Role of government to enhance digital transformation in small service business. Sustainability, 13(3), 1028. https://doi.org/10.3390/su13031028. DOI: https://doi.org/10.3390/su13031028
  15. Compeau, D. R., & Higgins, C. A. (1995). Computer self-efficacy: development of a measure and initial test. MIS Quarterly, 19(2), 189. https://doi.org/10.2307/249688 DOI: https://doi.org/10.2307/249688
  16. Cosby, A., Fogarty, E. S., & Manning, J. (2023). Digital literacy and digital self-efficacy of australian technology teachers. Education Sciences, 13(5), 530. https://doi.org/10.3390/educsci13050530 DOI: https://doi.org/10.3390/educsci13050530
  17. Dettling, L. J. (2017). Broadband in the labor market: the impact of residential high-speed internet on married women’s labor force participation. ILR Review, 70(2), 451–482. https://doi.org/10.1177/0019793916644721. DOI: https://doi.org/10.1177/0019793916644721
  18. Dijkstra, T. K., & Henseler, J. (2015). Consistent partial least squares path modeling. MIS Quarterly, 39(2), 297–316. https://doi.org/10.25300/MISQ/2015/39.2.02 DOI: https://doi.org/10.25300/MISQ/2015/39.2.02
  19. Eagle, K., Jasfar, F., & Warsindah, L. (2022). The effect of self-efficacy on student’s work readiness in the tourism study program in Java-Bali. Journal of Humanities and Social Sciences Studies, 4(4), 101–110. https://doi.org/10.32996/jhsss.2022.4.4.14 DOI: https://doi.org/10.32996/jhsss.2022.4.4.14
  20. European Commission (2013). Joint Research Centre. Institute for Prospective Technological Studies. DIGCOMP: A framework for developing and understanding digital competence in Europe. Publications Office. Retrieved from https://data.europa.eu/doi/10.2788/52966
  21. Faul, F., Erdfelder, E., Buchner, A., & Lang, A. G. (2009). Statistical power analyses using G* Power 3.1: tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149-1160. https://doi.org/10.3758/BRM.41.4.1149 DOI: https://doi.org/10.3758/BRM.41.4.1149
  22. Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104 DOI: https://doi.org/10.1177/002224378101800104
  23. Foroughi, A. (2021). Supply chain workforce training: addressing the digital skills gap. Higher Education, Skills and Work-Based Learning, 11(3), 683–696. https://doi.org/10.1108/HESWBL-07-2020-0159 DOI: https://doi.org/10.1108/HESWBL-07-2020-0159
  24. Gomber, P., Kauffman, R. J., Parker, C., & Weber, B. W. (2018). On the fintech revolution: interpreting the forces of innovation, disruption, and transformation in financial services. Journal of Management Information Systems, 35(1), 220–265. https://doi.org/10.1080/07421222.2018.1440766 DOI: https://doi.org/10.1080/07421222.2018.1440766
  25. Hanna, N. (2018). A role for the state in the digital age. Journal of Innovation and Entrepreneurship, 7(1), 5. https://doi.org/10.1186/s13731-018-0086-3 DOI: https://doi.org/10.1186/s13731-018-0086-3
  26. Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications.
  27. Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203 DOI: https://doi.org/10.1108/EBR-11-2018-0203
  28. Hasan, M., Haque, M. A., Nishat, S. S., & Hossain, M. M. (2024). Upskilling and reskilling in a rapidly changing job market: strategies for organizations to maintain workforce agility and adaptability. European Journal of Business and Management Research, 9(6), 118-126. https://doi.org/10.24018/ejbmr.2024.9.6.2502 DOI: https://doi.org/10.24018/ejbmr.2024.9.6.2502
  29. 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 DOI: https://doi.org/10.1007/s11747-014-0403-8
  30. Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: updated guidelines. Industrial Management & Data Systems, 116(1), 2–20. https://doi.org/10.1108/IMDS-09-2015-0382 DOI: https://doi.org/10.1108/IMDS-09-2015-0382
  31. Hsu, H.-Y., Bowden, D., & Acosta, S. T. (2025). The relations among students’ digital accessibility, digital competence, self-efficacy for self-direction in learning and self-rated performance in engineering virtual laboratories. Journal for STEM Education Research, 8(2), 283–302. https://doi.org/10.1007/s41979-024-00130-3 DOI: https://doi.org/10.1007/s41979-024-00130-3
  32. Humas Pemda DIY (2025). Digitalisasi Ekonomi DIY untuk Kesejahteraan Masyarakat. Retrieved from https://jogjaprov.go.id/berita/detail-berita/digitalisasi-ekonomi-diy-untuk-kesejahteraan-masyarakat
  33. Ibrahim, R. K., & Aldawsari, A. N. (2023). Relationship between digital capabilities and academic performance: the mediating effect of self-efficacy. BMC Nursing, 22(1), 434. https://doi.org/10.1186/s12912-023-01593-2 DOI: https://doi.org/10.1186/s12912-023-01593-2
  34. Janowski, T. (2015). Digital government evolution: from transformation to contextualization. Government Information Quarterly, 32(3), 221-236. https://doi.org/10.1016/j.giq.2015.07.001 DOI: https://doi.org/10.1016/j.giq.2015.07.001
  35. Jewapatarakul, D., & Ueasangkomsate, P. (2024). Digital organizational culture, organizational readiness, and knowledge acquisition affecting digital transformation in SMEs from food manufacturing sector. Sage Open, 14(4), 21582440241297405. https://doi.org/10.1177/21582440241297405. DOI: https://doi.org/10.1177/21582440241297405
  36. Krippendorff*, K. (2004). Intrinsic motivation and human-centred design. Theoretical Issues in Ergonomics Science, 5(1), 43–72. https://doi.org/10.1080/1463922031000086717 DOI: https://doi.org/10.1080/1463922031000086717
  37. Kucuksuleymanoglu, R. (2025). Resilience in Lifelong Learning for Individuals. In Ozen, H., & Polat, G. (Eds.), Resilience, Adaptability, and Cultural Awareness Within the Educational Landscape (pp. 69-96). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-6040-8.ch003 DOI: https://doi.org/10.4018/979-8-3693-6040-8.ch003
  38. Laver, K., George, S., Ratcliffe, J., & Crotty, M. (2012). Measuring technology self-efficacy: reliability and construct validity of a modified computer self-efficacy scale in a clinical rehabilitation setting. Disability and Rehabilitation, 34(3), 220–227. https://doi.org/10.3109/09638288.2011.593682 DOI: https://doi.org/10.3109/09638288.2011.593682
  39. Leesakul, N., Oostveen, A.-M., Eimontaite, I., Wilson, M. L., & Hyde, R. (2022). Workplace 4.0: exploring the implications of technology adoption in digital manufacturing on a sustainable workforce. Sustainability, 14(6), 3311. https://doi.org/10.3390/su14063311 DOI: https://doi.org/10.3390/su14063311
  40. Lent, R. W. (2018). Future of work in the digital world: preparing for instability and opportunity. The Career Development Quarterly, 66(3), 205–219. https://doi.org/10.1002/cdq.12143 DOI: https://doi.org/10.1002/cdq.12143
  41. Li, L. (2024). Reskilling and upskilling the future-ready workforce for industry 4.0 and beyond. Information Systems Frontiers, 26(5), 1697–1712. https://doi.org/10.1007/s10796-022-10308-y DOI: https://doi.org/10.1007/s10796-022-10308-y
  42. Liu, G. L., Zhao, X., & Yang, B. (2024). The predictive effects of motivation, enjoyment, and self-efficacy on informal digital learning of LOTE: evidence from French and German learners in China. System, 126, 103504. https://doi.org/10.1016/j.system.2024.103504 DOI: https://doi.org/10.1016/j.system.2024.103504
  43. Mannila, L., Nordén, L.-Å., & Pears, A. (2018). Digital competence, teacher self-efficacy and training needs. Proceedings of the 2018 ACM Conference on International Computing Education Research, 78–85. https://doi.org/10.1145/3230977.3230993 DOI: https://doi.org/10.1145/3230977.3230993
  44. Marijani, R., Katomero, J., Hayeshi, A., & Kajerero, J. (2023). The role of work-integrated learning in developing work readiness: insights from Tanzania. International Review of Education, 69(4), 529-550. https://doi.org/10.1007/s11159-023-10007-z DOI: https://doi.org/10.1007/s11159-023-10007-z
  45. Ma, C. M. S., Shek, D. T. L., Fan, I. Y. H., Zhu, X., & Hu, X. (2025). The impact of digital safety competence on cognitive competence, AI self-efficacy, and character. Applied Sciences, 15(10), 5440. https://doi.org/10.3390/app15105440 DOI: https://doi.org/10.3390/app15105440
  46. Mkhize, S., & Reddy, T. (2025). Work readiness in an emergency digital learning environment: students’ self-perception and employer expectation. African Journal of Inter/Multidisciplinary Studies, 7(1), 1–16. https://doi.org/10.51415/ajims.v7i1.1650 DOI: https://doi.org/10.51415/ajims.v7i1.1650
  47. Muhyiddin, M., & Nugroho, H. (2021). A year of Covid-19: a long road to recovery and acceleration of Indonesia's development. Indonesian Journal of Development Planning, 5(1), 1-19. https://doi.org/10.36574/jpp.v5i1.181 DOI: https://doi.org/10.36574/jpp.v5i1.181
  48. Na, H., Lee, H., & Yeo, C. (2024). Effect of digital selling readiness on salespeople’s customer-oriented behavior through digital literacy and self-efficacy. Journal of Distribution Science, 22(2), 95–102. https://doi.org/10.15722/JDS.22.02.202402.95
  49. Nikolaev, A., Artemiev, I., Parfenov, E., & Radnaeva, L. (2020). New didactic approaches in conditions of inclusive education. In Z. Anikina (Ed.), Integrating Engineering Education and Humanities for Global Intercultural Perspectives (Vol. 131, pp. 288–295). Springer International Publishing. https://doi.org/10.1007/978-3-030-47415-7_30 DOI: https://doi.org/10.1007/978-3-030-47415-7_30
  50. Panjaitan, Y. R., Purwana, D., & Rachmadania, R. F. (2024). Digital literacy, industry practices and work readiness for generation Z. Jurnal Pendidikan Ekonomi, Perkantoran, Dan Akuntansi, 5(3), 557–567. https://doi.org/10.21009/jpepa.0503.03. DOI: https://doi.org/10.21009/jpepa.0503.03
  51. Paredes-Aguirre, M., & Fernandez-Solis, C. (2025). How digital self‐efficacy boosts employment hope: a multigroup analysis across organizational levels. Advances in Public Health, 2025(1), 4055012. https://doi.org/10.1155/adph/4055012. DOI: https://doi.org/10.1155/adph/4055012
  52. Prasetiyo, W. H., Sari, B. I., Mahadir Naidu, N. B., & Nurlaili, N. G. (2024). Students’ digital citizenship in ubiquitous technology: a comprehensive model based on DC-REP framework, internet attitudes, computer self-efficacy, and internet skills. Education and Information Technologies, 29(17), 23185–23224. https://doi.org/10.1007/s10639-024-12761-5 DOI: https://doi.org/10.1007/s10639-024-12761-5
  53. Rahmat, T., Ashshiddiqi, M. T., & Apriliani, D. (2024). Urgency of digital literacy to improving work readiness in the industrial revolution 4.0. The Journal of Society and Media, 8(1), 307–326. https://doi.org/10.26740/jsm.v8n1.p307-326 DOI: https://doi.org/10.26740/jsm.v8n1.p307-326
  54. Rehman, S., Addas, A., Rehman, E., Khan, M. N., Shahiman, M. A., Rahman, M. A., & Wang, M. (2024). Leveraging digital skills to reduce cognitive strain: implications for academic self-efficacy in medical education. Acta Psychologica, 251, 104602. https://doi.org/10.1016/j.actpsy.2024.104602 DOI: https://doi.org/10.1016/j.actpsy.2024.104602
  55. Rezai, M., Vahhab, Z., Izadi, F., & Jahanbani, F. (2024). Examining the mediating role of digital self-efficacy in the relationship between academic self-concept and academic performance of students. Journal of Adolescent and Youth Psychological Studies, 5(11), 43–51. https://doi.org/10.61838/kman.jayps.5.10.6 DOI: https://doi.org/10.61838/kman.jayps.5.10.6
  56. Rosales-Márquez, C., Carbonell-García, C. E., Miranda-Vargas, V., Diaz-Zavala, R., & Laura-De La Cruz, K. M. (2025). Self-confidence as a predictor of digital skills: a fundamental pillar for the digitalization of higher education. Frontiers in Education, 9, 1515033. https://doi.org/10.3389/feduc.2024.1515033 DOI: https://doi.org/10.3389/feduc.2024.1515033
  57. Shukla, A., Kushwah, P., Jain, E., & Sharma, S. K. (2021). Role of ICT in emancipation of digital entrepreneurship among new generation women. Journal of Enterprising Communities: People and Places in the Global Economy, 15(1), 137–154. https://doi.org/10.1108/JEC-04-2020-0071 DOI: https://doi.org/10.1108/JEC-04-2020-0071
  58. Śledziewska, K., & Włoch, R. (2021). The Economics of Digital Transformation: The Disruption of Markets, Production, Consumption, and Work (1st ed.). Routledge. https://doi.org/10.4324/9781003144359 DOI: https://doi.org/10.4324/9781003144359-1
  59. Stylianou, C., & Pericleous, K. (2025). Reviewing the digital skills and readiness of hospitality and tourism graduates: a way of success. Worldwide Hospitality and Tourism Themes, 17(1), 11–21. https://doi.org/10.1108/WHATT-12-2024-0300 DOI: https://doi.org/10.1108/WHATT-12-2024-0300
  60. Suhada, S., Diantoro, A. K., Jannah, A. W., Valya, R., & Trianti, D. (2024). The impact of digital workplace spirituality on innovative work behavior among millennial workers: the moderating role of digital skills. SERAMBI: Jurnal Ekonomi Manajemen dan Bisnis Islam, 6(2), 127-142. https://doi.org/10.36407/serambi.v6i2.1410 DOI: https://doi.org/10.36407/serambi.v6i2.1410
  61. Suhada, S., & Muafi, M. (2024). Training needs assessment for operator level employees in parking management DKI Jakarta. In R. El Khoury (Ed.), Technology-Driven Business Innovation (Vol. 223, pp. 475–486). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-51997-0_40 DOI: https://doi.org/10.1007/978-3-031-51997-0_40
  62. Sulistyohati, A., Susanti, L., Ridwan, R., Paramita, A., & Nastiti, T. I. (2022). Development and validation of the work readiness model of informatics students using multiple regression. 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED), 1–6. https://doi.org/10.1109/ICCED56140.2022.10010691 DOI: https://doi.org/10.1109/ICCED56140.2022.10010691
  63. Tee, P. K., Song, B. L., Ho, M. K., Wong, L. C., & Lim, K. Y. (2024). Bridging the gaps in digital skills: employer insights on digital skill demands, micro-credentials, and graduate employability. Journal of Infrastructure, Policy and Development, 8(9), 7313. https://doi.org/10.24294/jipd.v8i9.7313 DOI: https://doi.org/10.24294/jipd.v8i9.7313
  64. Tenney, M. (2024). Inspire Greatness: How to Motivate Employees with a Simple, Repeatable, Scalable Process. Matt Holt Books, an imprint of BenBella Books, Inc.
  65. Tomczak, M. T., Ziemiański, P., & Gawrycka, M. (2023). Do the young employees perceive themselves as digitally competent and does it matter? Central European Management Journal, 31(4), 522–534. https://doi.org/10.1108/CEMJ-04-2022-0226 DOI: https://doi.org/10.1108/CEMJ-04-2022-0226
  66. Tramontano, C., Grant, C., & Clarke, C. (2021). Development and validation of the e-work self-efficacy scale to assess digital competencies in remote working. Computers in Human Behavior Reports, 4, 100129. https://doi.org/10.1016/j.chbr.2021.100129 DOI: https://doi.org/10.1016/j.chbr.2021.100129
  67. Ulfert-Blank, A.-S., & Schmidt, I. (2022). Assessing digital self-efficacy: review and scale development. Computers & Education, 191, 104626. https://doi.org/10.1016/j.compedu.2022.104626 DOI: https://doi.org/10.1016/j.compedu.2022.104626
  68. Urdan, T., & Pajares, F. (Eds.). (2006). Self-Efficacy Beliefs of Adolescents. IAP. DOI: https://doi.org/10.1108/978-1-60752-750-3
  69. Van Deursen, A. J. A. M., Helsper, E. J., & Eynon, R. (2016). Development and validation of the internet skills scale (ISS). Information, Communication & Society, 19(6), 804–823. https://doi.org/10.1080/1369118X.2015.1078834 DOI: https://doi.org/10.1080/1369118X.2015.1078834
  70. Van Laar, E., Van Deursen, A. J. A. M., Van Dijk, J. A. G. M., & De Haan, J. (2020). Determinants of 21st-century skills and 21st-century digital skills for workers: a systematic literature review. Sage Open, 10(1), 2158244019900176. https://doi.org/10.1177/2158244019900176 DOI: https://doi.org/10.1177/2158244019900176
  71. World Economic Forum (2025). The Future of Jobs Report 2025. Retrieved from https://www.weforum.org/publications/the-future-of-jobs-report-2025/
  72. Xu, C., Hania, A., & Waqas, M. (2025). Guiding the digital generation: role of principals’ leadership, ICT competence, and teacher professional competence in fostering digital citizenship among university students. Education and Information Technologies, 30(1), 1165–1189. https://doi.org/10.1007/s10639-024-13180-2 DOI: https://doi.org/10.1007/s10639-024-13180-2
  73. Yoo, N., & Jang, S. H. (2023). Digital technology use, technological self-efficacy, and subjective well-being among North Korean migrants during the COVID-19 pandemic: Moderated moderation. Digital Health, 9, 20552076231171503. https://doi.org/10.1177/20552076231171503 DOI: https://doi.org/10.1177/20552076231171503
  74. Yuan, X., Rehman, S., Altalbe, A., Rehman, E., & Shahiman, M. A. (2024). Digital literacy as a catalyst for academic confidence: exploring the interplay between academic self-efficacy and academic procrastination among medical students. BMC Medical Education, 24(1), 1317. https://doi.org/10.1186/s12909-024-06329-7 DOI: https://doi.org/10.1186/s12909-024-06329-7
  75. Zinaida, S., Tetiana, B., Oksana, D., Maryna, M., & Krystyna, C. (2025). Motivation for self-development and formation of professional competence under the conditions of the digital economy. In B. Alareeni & I. Elgedawy (Eds.), Opportunities and Risks in AI for Business Development (Vol. 546, pp. 585–594). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-65207-3_50. DOI: https://doi.org/10.1007/978-3-031-65207-3_50
  76. Zein, R. M., & Twinomurinzi, H. (2019, July). Towards blockchain technology to support digital government. In Ko, A., Francesconi, E., Anderst-Kotsis, G., Tjoa, A. M., Khalil, I. (Eds.), International Conference on Electronic Government and the Information Systems Perspective (pp. 207-220). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-27523-5_15 DOI: https://doi.org/10.1007/978-3-030-27523-5_15