Does Financial Literacy Have A Role on Financial Behavior in The Digital Context?
DOI:
https://doi.org/10.30640/digital.v3i4.3508Keywords:
Digital Financial Behavior, Digital Financial Literacy, Millennial, R StudioAbstract
The digital financial behavior of millennials is still messy and unstable. This quantitative study aims to analyze the effect of digital financial literacy on millennials' digital financial behavior. Data was collected by distributing online questionnaires to four hundred and twenty millennials in Jabodetabek as the research sample. The determination of the research sample is based on the calculation of Slovin's formula with purposive sampling technique. Recapitulation of respondent answer data is automatically stored on Google Drive. Data analysis utilizes free R Studio software with descriptive statistics to compile respondent demographics and PLS-SEM calculations. The findings of this study indicate that digital financial literacy has a significant positive influence on digital financial behavior. This means that a good understanding of digital financial products in the digitalization era will create wise digital financial management behavior for millennials. Following up on these findings, millennials must fix their digital financial behavior as a solution to success through mastering digital financial literacy because they face uncertainty that must be counteracted with the principles of priority scale and prudence.
References
Aguirre-Urreta, M. I., & Rönkkö, M. (2018). Statistical Inference with PLSc Using Bootstrap Confidence Intervals. MIS Quarterly, 42(3), 1001–1020. https://doi.org/10.25300/MISQ/2018/13587
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
Ajzen, I. (2011). The theory of planned behaviour: Reactions and reflections. In Psychology and Health (Vol. 26, Issue 9, pp. 1113–1127). https://doi.org/10.1080/08870446.2011.613995
Akben-Selcuk, E. (2015). Factors Influencing College Students’ Financial Behaviors in Turkey: Evidence from a National Survey. International Journal of Economics and Finance, 7(6). https://doi.org/10.5539/ijef.v7n6p87
Alonso-García, J., Bateman, H., Bonekamp, J., Van Soest, A., & Stevens, R. (2017). Saving preferences in retirement: the impact of pension policy design and health status. www.cepar.edu.au
Amagir, A., Groot, W., Maassen van den Brink, H., & Wilschut, A. (2019). SaveWise: The design of a financial education program in The Netherlands. Citizenship, Social and Economics Education, 18(2), 100–120. https://doi.org/10.1177/2047173419870053
Ameer, R., & Khan, R. (2020). Financial Socialization, Financial Literacy, and Financial Behavior of Adults in New Zealand. Journal of Financial Counseling and Planning, 31(2), 313–329. https://doi.org/10.1891/JFCP-18-00042
Amonhaemanon, D., & Isaramalai, S. (2020). Boosting Financial Literacy: Its Role In Enhancing Quality Of Life. ABAC Journal, 40(1), 85–108.
Anwar, A., Nurkholik, A., Utami, F. N., Liestyowati, L., Busnawir, B., Akhiriyanto, K., Juniarto, G., & Fajar, M. (2023). Statistik Dasar: Teori dan Konsep Dasar Statistika (E. Efitra & A. Juansa, Eds.; 1st ed.). PT Sonpedia Publishing Indonesia.
Asyik, N. F., Wahidahwati, & Laily, N. (2022). The Role of Intellectual Capital in Intervening Financial Behavior and Financial Literacy on Financial Inclusion. WSEAS Transactions on Business and Economics, 19, 805–814. https://doi.org/10.37394/23207.2022.19.70
Badan Pusat Statistik. (2021). Telecommunication Statistics in Indonesia 2021.
Balasubramnian, B., & Sargent, C. S. (2020). Impact of inflated perceptions of financial literacy on financial decision making. Journal of Economic Psychology, 80. https://doi.org/10.1016/j.joep.2020.102306
Bellofatto, A., D’Hondt, C., & De Winne, R. (2018). Subjective financial literacy and retail investors’ behavior. Journal of Banking and Finance, 92, 168–181. https://doi.org/10.1016/j.jbankfin.2018.05.004
Brüggen, E. C., Hogreve, J., Holmlund, M., Kabadayi, S., & Löfgren, M. (2017). Financial well-being: A conceptualization and research agenda. Journal of Business Research, 79, 228–237. https://doi.org/10.1016/j.jbusres.2017.03.013
Carpena, F., & Zia, B. (2020). The causal mechanism of financial education: Evidence from mediation analysis. Journal of Economic Behavior and Organization, 177, 143–184. https://doi.org/10.1016/j.jebo.2020.05.001
Chong, K. F., Sabri, M. F., Magli, A. S., Rahim, H. A., Mokhtar, N., & Othman, M. A. (2021). The Effects of Financial Literacy, Self-Efficacy and Self-Coping on Financial Behavior of Emerging Adults. Journal of Asian Finance, Economics and Business, 8(3), 905–915. https://doi.org/10.13106/jafeb.2021.vol8.no3.0905
De Beckker, K., Compen, B., De Bock, D., & Schelfhout, W. (2019). The capabilities of secondary school teachers to provide financial education. Citizenship, Social and Economics Education, 18(2), 66–81. https://doi.org/10.1177/2047173419850152
Dewi, V. I., Febrian, E., Effendi, N., & Anwar, M. (2020). Does financial perception mediating the financial literacy on financial behavior? A study of academic community in central Java island, Indonesia. Montenegrin Journal of Economics, 16(2), 33–48. https://doi.org/10.14254/1800-5845/2020.16-2.3
Dewi, V., Febrian, E., Effendi, N., & Anwar, M. (2020). Financial Literacy among the Millennial Generation: Relationships between Knowledge, Skills, Attitude, and Behavior. Australasian Business, Accounting & Finance Journal, 14(4), 24–37. https://doi.org/10.14453/aabfj.v14i4.3
Engels, C., Kumar, K., & Philip, D. (2019). Financial Literacy and Fraud Detection. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3308537
Fazli Sabri, M., Cheng-Xi Aw, E., Rahim, A., Sufian Burhan, A., Othman, A., & Simanjuntak, M. (2021). Financial Literacy, Behavior and Vulnerability Among Malaysian Households: Does Gender Matter? In International Journal of Economics and Management Journal homepage (Vol. 15, Issue 2). http://www.ijem.upm.edu.my
Feng, X., Lu, B., Song, X., & Ma, S. (2019). Financial literacy and household finances: A Bayesian two-part latent variable modeling approach. Journal of Empirical Finance, 51, 119–137. https://doi.org/10.1016/j.jempfin.2019.02.002
Fishbein, M., & Ajzen, I. (1975). Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research. Reading, MA: Addison-Wesley.
Fujiki, H. (2020). Who adopts crypto assets in Japan? Evidence from the 2019 financial literacy survey. Journal of the Japanese and International Economies, 58. https://doi.org/10.1016/j.jjie.2020.101107
Furnham, A. (1999). The saving and spending habits of young people. In Journal of Economic Psychology (Vol. 20). www.elsevier.com/locate/joep
Grohmann, A. (2018). Financial literacy and financial behavior: Evidence from the emerging Asian middle class. Pacific Basin Finance Journal, 48, 129–143. https://doi.org/10.1016/j.pacfin.2018.01.007
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate Data Analysis Eighth Edition. www.cengage.com/highered
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. In European Business Review (Vol. 31, Issue 1, pp. 2–24). Emerald Group Publishing Ltd. https://doi.org/10.1108/EBR-11-2018-0203
Haliassos, M., Jansson, T., & Karabulut, Y. (2020). Financial Literacy Externalities. Review of Financial Studies, 33(2), 950–989. https://doi.org/10.1093/rfs/hhz076
Hanson, T. A., & Olson, P. M. (2018). Financial literacy and family communication patterns. Journal of Behavioral and Experimental Finance, 19, 64–71. https://doi.org/10.1016/j.jbef.2018.05.001
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
Hernández-Mejía, S., García-Santillán, A., & Moreno-García, E. (2021). Financial literacy and the use of credit cards in Mexico. Journal of International Studies, 14(4), 97–112. https://doi.org/10.14254/2071-8330.2021/14-4/7
Inder, S., Aggarwal, A., Gupta, S., Gupta, S., & Rastogi, S. (2021). An Integrated Model of Financial Literacy among B–School Graduates Using Fuzzy AHP and Factor Analysis. The Journal of Wealth Management, 23(4), 92–110. https://doi.org/10.3905/jwm.2020.1.126
Joo, S. H., & Grable, J. E. (2004). An exploratory framework of the determinants of financial satisfaction. Journal of Family and Economic Issues, 25(1), 25–50. https://doi.org/10.1023/B:JEEI.0000016722.37994.9f
Kaiser, T., & Menkhoff, L. (2020). Financial education in schools: A meta-analysis of experimental studies. Economics of Education Review, 78. https://doi.org/10.1016/j.econedurev.2019.101930
Kaiser, T., Lusardi, A., Menkhoff, L., & Urban, C. (2022). Financial education affects financial knowledge and downstream behaviors. Journal of Financial Economics, 145(2), 255–272. https://doi.org/10.1016/j.jfineco.2021.09.022
Kalwij, A., Alessie, R., Dinkova, M., Schonewille, G., van der Schors, A., & van der Werf, M. (2019). The Effects of Financial Education on Financial Literacy and Savings Behavior: Evidence from a Controlled Field Experiment in Dutch Primary Schools. Journal of Consumer Affairs, 53(3), 699–730. https://doi.org/10.1111/joca.12241
Kass-Hanna, J., Lyons, A. C., & Liu, F. (2022). Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa. Emerging Markets Review, 51. https://doi.org/10.1016/j.ememar.2021.100846
Kawamura, T., Mori, T., Motonishi, T., & Ogawa, K. (2021). Is Financial Literacy Dangerous? Financial Literacy, Behavioral Factors, and Financial Choices of Households. Journal of the Japanese and International Economies, 60. https://doi.org/10.1016/j.jjie.2021.101131
Kim, K. T., Anderson, S. G., & Seay, M. C. (2019). Financial Knowledge and Short-Term and Long-Term Financial Behaviors of Millennials in the United States. Journal of Family and Economic Issues, 40(2), 194–208. https://doi.org/10.1007/s10834-018-9595-2
Koomson, I., Villano, R. A., & Hadley, D. (2020). Intensifying financial inclusion through the provision of financial literacy training: a gendered perspective. Applied Economics, 52(4), 375–387. https://doi.org/10.1080/00036846.2019.1645943
Likert, R. (1932). A technique for the measurement of attitudes. In Archives of Psychology (Vol. 22, pp. 5–55).
Lusardi, A., & Mitchell, O. S. (2014). The Economic Importance of Financial Literacy: Theory and Evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5
Morgan, P. J., & Long, T. Q. (2020). Financial literacy, financial inclusion, and savings behavior in Laos. Journal of Asian Economics, 68. https://doi.org/10.1016/j.asieco.2020.101197
Morgan, P. J., & Trinh, L. Q. (2019). Fintech and Financial Literacy in the Lao PDR. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3398235
Morgan, P., & Trinh, L. (2019). Determinants and Impacts of Financial Literacy in Cambodia and Viet Nam. Journal of Risk and Financial Management, 12(1), 19. https://doi.org/10.3390/jrfm12010019
Morgan, P., Huang, B., & Trinh, L. (2019). The Need to Promote Digital Financial Literacy for the Digital Age. https://whatis.techtarget.com/definition/gig-economy
Mudzingiri, C., Muteba Mwamba, J. W., & Keyser, J. N. (2018). Financial behavior, confidence, risk preferences and financial literacy of university students. Cogent Economics and Finance, 6(1), 1–25. https://doi.org/10.1080/23322039.2018.1512366
Muñoz-Murillo, M., Álvarez-Franco, P. B., & Restrepo-Tobón, D. A. (2020). The role of cognitive abilities on financial literacy: New experimental evidence. Journal of Behavioral and Experimental Economics , 84. https://doi.org/10.1016/j.socec.2019.101482
Nguyen, V. T., & Doan, M. D. (2020). The Correlation between Financial Literacy and Personal Saving Behavior in Vietnam. Asian Economic and Financial Review, 10(6), 590–603. https://doi.org/10.18488/journal.aefr.2020.106.590.603
Nicolini, G., & Haupt, M. (2019). The assessment of financial literacy: New evidence from Europe. International Journal of Financial Studies, 7(3). https://doi.org/10.3390/ijfs7030054
Noor, N., Batool, I., & Arshad, H. M. (2020). Financial literacy, financial self-efficacy and financial account ownership behavior in Pakistan. Cogent Economics and Finance, 8(1). https://doi.org/10.1080/23322039.2020.1806479
Nurkholik, A. (2023). Trends in Digital Financial Literacy Research on the Indonesian Millennial Generation: A Systematic Literature Review. RSF Conference Series: Business, Management and Social Sciences, 3(3), 253–263. https://doi.org/10.31098/bmss.v3i3.670
Nurkholik, A. (2024). R Approach in Digital Financial Literacy Influence Subjective Financial Well-Being. Revista Mexicana de Economía y Finanzas, 19(1), 1–20. https://doi.org/10.21919/remef.v19i1.935
Oseifuah, E. (2018). FINANCIAL LITERACY AMONG UNDERGRADUATE STUDENTS: EMPIRICAL EVIDENCE FROM GHANA. In Academy of Accounting and Financial Studies Journal (Vol. 22, Issue 6).
Otoritas Jasa Keuangan. (2023). Statistik Fintech Lending OJK Periode 2023. In https://www.ojk.go.id/id/kanal/iknb/data-dan-statistik/fintech/Default.aspx.
Prasad, H., Meghwal, D., & Dayama, V. (2018). Digital Financial Literacy: A Study of Households of Udaipur. The Journal of Business and Management, 23.
Rahayu, R., Ali, S., Aulia, A., & Hidayah, R. (2022). The Current Digital Financial Literacy and Financial Behavior in Indonesian Millennial Generation. Journal of Accounting and Investment, 23(1), 78–94. https://doi.org/10.18196/jai.v23i1.13205
Rey-Ares, L., Fernández-López, S., Castro-González, S., & Rodeiro-Pazos, D. (2021). Does self-control constitute a driver of millennials’ financial behaviors and attitudes? Journal of Behavioral and Experimental Economics , 93. https://doi.org/10.1016/j.socec.2021.101702
Robson, J., & Peetz, J. (2020). Gender differences in financial knowledge, attitudes, and behaviors: Accounting for socioeconomic disparities and psychological traits. Journal of Consumer Affairs, 54(3), 813–835. https://doi.org/10.1111/joca.12304
Sarstedt, M., Henseler, J., & Ringle, C. M. (2011). Multigroup analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results. Advances in International Marketing, 22, 195–218. https://doi.org/10.1108/S1474-7979(2011)0000022012
Setiawan, M., Effendi, N., Santoso, T., Dewi, V. I., & Sapulette, M. S. (2022). Digital financial literacy, current behavior of saving and spending and its future foresight. Economics of Innovation and New Technology, 31(4), 320–338. https://doi.org/10.1080/10438599.2020.1799142
Shmueli, G., & Koppius, O. (2010). Predictive Analytics in Information Systems Research. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1606674
Skagerlund, K., Lind, T., Strömbäck, C., Tinghög, G., & Västfjäll, D. (2018). Financial literacy and the role of numeracy–How individuals’ attitude and affinity with numbers influence financial literacy. Journal of Behavioral and Experimental Economics , 74, 18–25. https://doi.org/10.1016/j.socec.2018.03.004
Strömbäck, C., Skagerlund, K., Västfjäll, D., & Tinghög, G. (2020). Subjective self-control but not objective measures of executive functions predicts financial behavior and well-being. Journal of Behavioral and Experimental Finance, 27. https://doi.org/10.1016/j.jbef.2020.100339
Tavares, F. O., & Santos, E. (2020). Financial literacy perception scale for the Portuguese population. Scientific Annals of Economics and Business, 67(2), 277–290. https://doi.org/10.47743/saeb-2020-0015
Thi, N., Mien, N., & Thao, T. P. (2015). Factors Affecting Personal Financial Management Behaviors: Evidence from Vietnam. Proceedings of the Second Asia-Pacific Conference on Global Business, Economics, Finance and Social Sciences (AP15Vietnam Conference) , 10–12.
Urban, C., Schmeiser, M., Collins, J. M., & Brown, A. (2020). The effects of high school personal financial education policies on financial behavior. Economics of Education Review, 78. https://doi.org/10.1016/j.econedurev.2018.03.006
Watson, J. J. (2003). The relationship of materialism to spending tendencies, saving, and debt. Journal of Economic Psychology, 24(6), 723–739. https://doi.org/10.1016/j.joep.2003.06.001
Widagdo, B., & Roz, K. (2022). The role of personality traits, financial literacy and behavior on investment intentions and family support as a moderating variable. Investment Management and Financial Innovations, 19(2), 143–153. https://doi.org/10.21511/imfi.19(2).2022.12
Yong, C.-C., Yew, S.-Y., & Wee, C.-K. (2018). Financial Knowledge, Attitude and Behaviour of Young Working Adults in Malaysia. Institutions and Economies, 10(4), 21–48.
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