Impact of Technology Education and Digital Skill Mastery on Millennial Generation Readinesss: Labor Market Revolution on Automation and Artificial Intelligence Era
This study is motivated by the changes in the labor market due to the Fourth Industrial Revolution, which requires technology and digital skills for millennials in Yogyakarta. In facing the challenges of automation and artificial intelligence, this generation needs to master these skills to be ready to compete in the workforce. The study uses a quantitative approach with a descriptive-correlational design, involving 385 respondents selected using purposive sampling. Data were collected through an online questionnaire distributed via social media. Data analysis was conducted using SPSS software, with hypothesis testing using t-tests and F-tests. The results show that both technology-based education and digital skills have a positive and significant impact on the readiness of millennials to face changes in the labor market. The combination of these two factors also significantly contributes to their readiness. These findings are expected to provide a foundation for the development of more effective educational and training policies to prepare millennials to face the challenges of the automation and artificial intelligence era.
- Abimbola, C., Eden, C., Chisom, O., & Adeniyi, I. (2024). Harnessing technology integration in education: Strategies for enhancing learning outcomes and equity. World Journal of Advanced Engineering Technology and Sciences. https://doi.org/10.30574/wjaets.2024.11.2.0071
- Bozkurt, A. (2020). Educational Technology Research Patterns in the Realm of the Digital Knowledge Age. Journal of Interactive Media in Education, 2020. https://doi.org/10.5334/JIME.570
- Buzza, J. (2017). Are You Living to Work or Working to Live? What Millennials Want in the Workplace. , 5. https://doi.org/10.15640/jhrmls.v5n2a3
- Chen, C., & Chen, K. (2021). Effects of STEM Inquiry Method on Learning Attitude and Creativity. Eurasia Journal of Mathematics, Science and Technology Education. https://doi.org/10.29333/ejmste/11254
- Chen, N., Li, Z., & Tang, B. (2022). Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations. PLOS ONE, 17. https://doi.org/10.1371/journal.pone.0277280
- Cramarenco, R., Burcă-Voicu, M., & Dabija, D. (2023). The impact of artificial intelligence (AI) on employees’ skills and well-being in global labor markets: A systematic review. Oeconomia Copernicana. https://doi.org/10.24136/oc.2023.022
- Elayan, M. (2022). The New World of Work and Digital Learning: Millennials and Generation Z. Webology, 19.
- Esteve-Mon, F., Llopis-Nebot, M., & Adell-Segura, J. (2020). Digital Competence and Computational Thinking of Student Teachers. International Journal of Emerging Technology in Learning, 15, 29-41. https://doi.org/10.3991/ijet.v15i02.11588
- Ghozali, I. (2016). Aplikasi analisis multivariate dengan program IBM SPSS 23 (8th ed.). Semarang: Badan Penerbit Universitas Diponegoro.
- Gui, M., & Argentin, G. (2011). Digital skills of internet natives: Different forms of digital literacy in a random sample of northern Italian high school students. New Media & Society, 13, 963 - 980. https://doi.org/10.1177/1461444810389751
- Jaiswal, A., Arun, C., & Varma, A. (2021). Rebooting employees: upskilling for artificial intelligence in multinational corporations. The International Journal of Human Resource Management, 33, 1179 - 1208. https://doi.org/10.1080/09585192.2021.1891114
- Livingstone, S., Mascheroni, G., & Stoilova, M. (2021). The outcomes of gaining digital skills for young people’s lives and wellbeing: A systematic evidence review. New Media & Society, 25, 1176 - 1202. https://doi.org/10.1177/14614448211043189
- Martínez-Bravo, M., Chalezquer, C., & Serrano-Puche, J. (2022). Dimensions of Digital Literacy in the 21st Century Competency Frameworks. Sustainability. https://doi.org/10.3390/su14031867
- Martzoukou, K., Kostagiolas, P., Lavranos, C., Lauterbach, T., & Fulton, C. (2021). A study of university law students’ self-perceived digital competences. Journal of Librarianship and Information Science, 54, 751 - 769. https://doi.org/10.1177/09610006211048004
- Reyes-De-Cózar, S., Pérez-Escolar, M., & Navazo-Ostúa, P. (2022). Digital Competencies for New Journalistic Work in Media Outlets: A Systematic Review. Media and Communication. https://doi.org/10.17645/mac.v10i1.4439
- Richardson, L., & Bissell, D. (2017). Geographies of digital skill. Geoforum. https://doi.org/10.1016/J.GEOFORUM.2017.09.014
- Roberts, D., Newman, L., & Schwartzstein, R. (2012). Twelve tips for facilitating Millennials’ learning. Medical Teacher, 34, 274 - 278. https://doi.org/10.3109/0142159X.2011.613498
- Aydoğmuş, C. (2019). Millennial knowledge workers. Career Development International. https://doi.org/10.1108/CDI-06-2018-0165
- Sabilah, J., Riyanti, S., & Saputra, N. (2021). Kesiapan Kerja Generasi Milenial di DKI Jakarta Raya: Pengaruh Kecerdasan Emosional dan Keterampilan Digital. Jurnal Akuntansi, Keuangan, dan Manajemen. https://doi.org/10.35912/jakman.v2i3.379
- Santoso, S. (2012). Menguasai SPSS untuk analisis data statistik. Jakarta: Elex Media Komputindo.
- Sharkey, J., & Brandt, D. (2008). Integrating Technology Literacy and Information Literacy., 580-588. https://doi.org/10.4018/978-1-59904-935-9.CH049
- Shu, Y., Ho, S., & Huang, T. (2020). The Development of a Sustainability-Oriented Creativity, Innovation, and Entrepreneurship Education Framework: A Perspective Study. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.01878
- Silber-Varod, V., Eshet, Y., & Geri, N. (2019). Tracing research trends of 21st-century learning skills. British Journal of Educational Technology, 50, 3099-3118. https://doi.org/10.1111/BJET.12753
- Sima, V., Gheorghe, I., Subić, J., & Nancu, D. (2020). Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review. Sustainability, 12, 4035. https://doi.org/10.3390/su12104035
- Starkey, L. (2019). A review of research exploring teacher preparation for the digital age. Cambridge Journal of Education, 50, 37 - 56. https://doi.org/10.1080/0305764X.2019.1625867
- Stephany, F. (2021). One size does not fit all: Constructing complementary digital reskilling strategies using online labour market data. Big Data & Society, 8. https://doi.org/10.1177/20539517211003120
- Sugiyono. (2017). Metode penelitian kuantitatif, kualitatif, dan R&D. Bandung: Alfabeta.
- Sujarweni, V.Wiratna. 2014. Metodologi Penelitian. Pustaka Baru. Yogyakarta
- Van Laar, E., Van Deursen, A., Van Dijk, J., & De Haan, J. (2020). Determinants of 21st-Century Skills and 21st-Century Digital Skills for Workers: A Systematic Literature Review. SAGE Open, 10. https://doi.org/10.1177/2158244019900176
- Vodă, A., Căutișanu, C., Grădinaru, C., Tanasescu, C., & De Moraes, G. (2022). Exploring Digital Literacy Skills in Economics and Social Sciences and Humanities Students. Sustainability. https://doi.org/10.3390/su14052483
- Warden, C., Wang, Y., Stanworth, J., & Chen, J. (2020). Millennials’ technology readiness and self-efficacy in online classes. Innovations in Education and Teaching International, 59, 226 - 236. https://doi.org/10.1080/14703297.2020.1798269
- Badan Pusat Statistik. (2021, 21 Desember). Statistik Pemuda Indonesia 2021. Diakses pada 23 Desember 2024, dari https://www.bps.go.id/id/publication/2021/12/21/52333d2ce0a748fff6469811/statistik-pemuda-indonesia-2021.html.
- Indonesia.go.id. (2021, 21 Desember). Angkatan Kerja Produktif Melimpah. Diakses pada 23 Desember 2024, dari https://indonesia.go.id/kategori/indonesia-dalam-angka/2328/angkatan-kerja-produktif-melimpah?lang=1
- LLDIKTI 5. (2023). Data LLDIKTI 5. Diakses pada 23 Desember 2024,
- Pendidikan Harian Jogja. (2023, 29 Oktober). Jogja Peringkat Teratas Jadi Kota Tujuan Pendidikan. Diakses pada 23 Desember 2024, dari https://pendidikan.harianjogja.com/read/2023/10/29/642/1152913/jogja-peringkat-teratas-jadi-kota-tujuan-pendidikan/
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