Clustering Analysis on Financial Literacy, Digital Literacy, and Digital Financial Literacy of Emerging Adults (Gen Z) Investors in Rural East Java
DOI:
https://doi.org/10.32528/penelitianipteks.v10i1.1901Keywords:
Gen Z, Investors' Profiles, Financial Literacy, Digital Investing, Clustering AnalysisAbstract
Financial literacy, digital information literacy, and digital financial literacy are essential competencies for young adults in rural Jawa to navigate dynamic economic and technological challenges. This study aims to explore literacy profiles among young adults using cluster analysis. A quantitative method was employed through a survey of 135 respondents from rural areas, followed by cluster analysis to identify distinctive literacy patterns The results reveal five distinct literacy profile classes with unique characteristics. The "Tech Savvy" group demonstrates high digital literacy but low financial literacy, while the "Financial Ace" group excels in financial literacy but requires improvement in digital literacy, along with three other groups exhibiting various combinations of strengths and weaknesses. These findings indicate the need for comprehensive and age-appropriate literacy programs to address the specific needs of each group. The study concludes by emphasizing the importance of targeted educational approaches to enhance financial and digital literacy among young adults in rural Java
References
Andarsari, P. R., & Ningtyas, M. N. (2019). The Role of Financial Literacy on Financial Behavior. JABE (JOURNAL OF ACCOUNTING AND BUSINESS EDUCATION), 4(1), 24. https://doi.org/10.26675/jabe.v4i1.8524
Bavafa, H., Liu, J., & Mukherjee, A. (2019). Building Financial and Health Literacy at Older Ages: The Role of Online Information. Journal of Consumer Affairs, 53(3), 877–916. https://doi.org/10.1111/joca.12238
Goyal, K., & Kumar, S. (2021). Financial literacy: A systematic review and bibliometric analysis. International Journal of Consumer Studies, 45(1), 80–105. https://doi.org/10.1111/ijcs.12605
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Third Edition (Third). Sage Publications.
KSEI. (2023). Statistik Pasar Modal Indonesia. www.ksei.co.id
LUSARDI, A., MITCHELL, O. S., & CURTO, V. (2010). Financial Literacy among the Young. Journal of Consumer Affairs, 44(2), 358–380. https://doi.org/10.1111/j.1745-6606.2010.01173.x
Morgan, P., & Trinh, L. Q. (2019). Fintech and Financial Literacy in the Lao PDR. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3398235
OJK. (2023). STATISTIK PASAR MODAL SEMESTER I-2023.
Perry, V. G. (2011). Charging Ahead: An Exploratory Study of Financial Decision-Making among Millennial Consumers. In Consumer Knowledge and Financial Decisions (pp. 129–144). Springer, New York, NY. https://doi.org/10.1007/978-1-4614-0475-0_9
Setiawan, M., Effendi, N., Santoso, T., Dewi, V. I., & Sapulette, M. S. (2020). Digital financial literacy, current behavior of saving and spending and its future foresight. Economics of Innovation and New Technology. https://doi.org/10.1080/10438599.2020.1799142
Zakiyyah, A., Gunasti, A., & Fadah, I. (2021, May 19). Does Financial Literacy Influencing the University Student’s Decision to Use M-Payment? International Conference on Sustainable Management and Innovation (ICoSMI) 2020. https://doi.org/10.4108/eai.14-9-2020.2304489
Zakiyyah, A. M. (2022). Analisis Penerimaan Terhadap Mobile-Payment Dengan Mempertimbangkan Financial Literacy Pada Mahasiswa Di Jember. Jurnal Ilmiah Akuntansi Indonesia) ISSN, 7(2), 2528–6501. https://doi.org/10.32528/jiai.v7i2.8721
Zakiyyah, A. M., Fadah, I., Paramu, H., & Awwaliyah, I. N. (2023). Literasi (Keuangan, Informasi Digital dan Keuangan Digital). UM Jember Press.
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