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ABSTRACT:

Industry 4.0 has greatly facilitated the adoption of Digital Finance Inclusion (DFI) in Indonesia. Consequently, DFI providers need to investigate the many variables influencing DFI users to understand their consumers better. The primary step in comprehending the initial hurdles for DFI is through DFL (Digital Financial Literacy). This study aims to identify, quantify, and authenticate the factors that influence Digital Financial Literacy (DFL) among Indonesian people who engage in fintech services. In 2023, 225 adult fintech users in Indonesia were polled via a self-administered survey. The findings demonstrate that there are 11 factors that influence DFL among adults in Indonesia. This study generated unique contributions by emphasizing critical parameters that offer solutions for assessing digital financial literacy that can serve as a foundation for constructing a digital financial literacy index. Therefore, the study shows that a deep foundational understanding of DFL is necessary to utilize DFS efficiently.

KEYWORDS:

Digital Financial Literacy, Young Adult Generation, Indonesia

REFERENCES:

1) Aimran, A. N., Ahmad, S., Afthanorhan, A., & Awang, Z. (2017). The development of comparative bias index. In AIP Conference Proceedings, 1870. AIP Publishing. https://doi.org/10.1063/1.4995935

2) Aimran, A. N., Ahmad, S., Afthanorhan, A., & Awang, Z. (2017a). The assessment of the performance of covariance-based structural equation modeling and partial least square path modeling. In AIP Conference Proceedings (1842), No. 1, p. 030001). AIP Publishing. https://doi.org/10.1063/1.4982839

3) Awang, Z., Afthanorhan, A., Mohamad, M., &Asri, M. A. M. (2015). An evaluation of measurement model for medical tourism research: the confirmatory factor analysis approach. International Journal of Tourism Policy, 6(1), 29-45. https://doi.org/10.1504/IJTP.2015.075141 7.

4) Awang, Z. (2015). SEM Made Simple: A Gentle Approach to Learning Structural Equation Modelling. Bandar Baru Bangi, MPWS Rich Resources.

5) Awang, Z, Lim, SH. and Zainudin, NFS. (2018). Pendekatan Mudah SEM- Structural Equation Modelling. Bandar BaruBangi, MPWS Rich Resources.

6) Awang, Z. (2012). Structural equation modeling using AMOS graphic. Penerbit Universiti Teknologi MARA

7) Azeez, N. P., & Akhtar, S. M. (2021). Digital financial literacy and its determinants: an empirical evidences from rural India. South Asian Journal of Social Studies and Economics, 11(2), 8-22.

8) Bahkia, A.S., Awang, Z., Afthanorhan, A., Ghazali, P.L., Foziah, H. (2019). Exploratory Factor Analysis on occupational stress in context of Malaysian sewerage operations. AIP Conference Proceedings. https://doi.org/10.1063/1.5121111

9) Bentler, P.M. and Kano, Y. (1990) ‘On the equivalence of factors and components’, MultivariateBehavioral Research, 25(1), pp.67–74. https://doi.org/10.1207/s15327906mbr2501_8

10) Chou, S. Y. (2012). Millennials in the workplace: A conceptual analysis of millennials' leadership and followership styles. International Journal of Human Resource Studies, 2(2).

11) Dalila, Latif, H., Jaafar, N., Aziz, I., & Afthanorhan, A. (2020). The mediating effect of personal values on the relationships between attitudes, subjective norms, perceived behavioral control and intention to use. Management Science Letters, 10(1), 153-162. https://doi.org/10.5267/j.msl.2019.8.007

12) Hair, J.F. (2010) Multivariate Data Analysis.Hair, J.F., Ringle, C.M. and Sarstedt, M. (2011) ‘PLS-SEM: indeed a silver bullet’, Journal of Marketing Theory and Practice, Vol. 19, No. 2, pp.139–152.

13) Hair, J.F., Wolfinbarger, M.F., Ortinau, D.J. and Bush, R.P. (2008) Essentials of Marketing Research, McGraw-Hill/Higher Education.

14) Hair, J, F., Hult, G, T. M., Ringle, C. M., & & Saestedt , M. (2014). A Primer on partial least squares structural equationg modeling (PLS-sem) . Sage publications, in european Journal of tourism research .

15) Hair, J., Hult, G. T., Ringle, C., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publishing.

16) Huston, S. J. 2010. “Measuring Financial Literacy.”Journal of Consumer Affairs 44(2): 296-316. Laturette, K., Widianingsih, L. P., & Subandi, L. (2021). Literasi Keuangan Pada Generasi Z. Jurnal Pendidikan Akuntansi (JPAK), 9(1), 131-139.

17) Lusardi , annamaria, & and Olivia S., M. (2011). Financial Literacy around the World: An Overview. Journal of pension economics and finance, 497-508.

18) MacCallum, R.C. and Austin, J.T. (2000) ‘Applications of structural equation modeling in psychological research’, Annual Review of Psychology, Vol. 51, No. 1, pp.201–226.

19) MacCallum, R.C., Widaman, K.F., Zhang, S. and Hong, S. (1999) ‘Sample size in factor analysis’, Psychological Methods, Vol. 4, No. 1, p.84.

20) Mahdzan, N. S., and S.Tabiani. (2013) “The Impact of Financial Literacy on Individual Saving: An Exploratory Study in the Malaysian Context.”Transformations in Business & Economics12(1): 41–55.

21) Mohamad, M., Mohammad, M., Ali, N. A. M., & Awang, Z. (2016). Measuring Positive Youth Development: The Confirmatory Factor Analysis (CFA). IJABER, 14(13), 9441-9451.

22) Mohamad, M., Awang, Z., Ali, N.A.M. (2017). Validating the Maqasid Shariah Prison Quality of Life (MSPQoL) among drug-abuse inmates using confirmatory factor analysis. International Journal of Applied Business and Economic Research.15(24), Pages 91-103.

23) Mohamad, M., Afthanorhan, A., Awang, Z., & Mohammad, M. (2019). Comparison Between CB- SEM and PLS-SEM: Testing and Confirming the Maqasid Syariah Quality of Life Measurement Model. The Journal of Social Sciences Research, 5(3), 608-614. https://doi.org/10.32861/jssr.53.608.614

24) Morgan, P. J., & Trinh, L. Q. (2017). 10. Fiscal decentralization and local budget deficits in VietNam: an empirical analysis. Central and Local Government Relations in Asia, 333.

25) Morgan, P. J., & and L. Q, T. (2019). Determinants and impacts of financial literacy in cambodia and vietnam. Journal of risk and financial management , 12 (19), 1-24.Nanziri, L. W., & Olckers, M. (2019). Financial literacy in South Africa. Cape Town: SALDRU, UCT. (SALDRU Working Paper Number 242 Version 1/ NIDS Discussion Paper 2019/9). Retrieved from http://www.opensaldru.uct.ac.za/handle/11090/957

26) Rahlin, N.A., Awang, Z., Afthanorhan, A., &Aimran, N. (2019). Antecedents and Consequences of Employee Safety Climate in Small Manufacturing Enterprises: Translation, Validation and Application of Generic Safety Climate Questionnaire. International Journal of Innovation, Creativity and Change, 7(10).

27) Rahlin, N.A., Awang, Z., Afthanorhan, A., &Aimran, N. (2019a). The Art of Covariance Based Confirmatory Factor Analysis: Evidence from SME’S. International Journal of Innovation, Creativity and Change, 5(2).

28) Ramakrishnan, D. (2011). Financial literacy-the demand side of financial inclusion. Available at SSRN 1958417.

29) Remund, D. L. (2010). Financial literacy explicated: The case for a clearer definition in an increasingly complex economy. Journal of consumer affairs, 44(2), 276-295.

30) Setiawan, M., Effendi, N., Santoso , T., Dewi, V. I., & & Sapulette , M. S. (2020). Digital Financial literacy, curent behavior of saving and spending and its future foresight. Economics of Innovation and New Technology , 1-19.

31) Setiawan, M., Effendi, N., Santoso, T., Dewi, V. I., & Sapulette, M. S. (2020). Digital financial literacy, curent behavior of saving and spending and its future foresight. Economics of innovation and new Technology.

32) Shkeer, A.S., and Awang, Z. (2019). Exploring Items for Measuring Marketing Information System Construct: An Exploratory Factor analysis. International Review of Management and Marketing, 9(6), 87-97. https://doi.org/10.32479/irmm.8622 38.

33) Shkeer, A.S., and Awang, Z. (2019a). The Impact of Marketing Information System Components on Organizational Decision Making: A case of five-star hotels in Jordan. International Review of Management and Marketing, 9(6), 1-8. https://doi.org/10.32479/irmm.8622

34) Viana, A. C. A. (2021). Digital transformation in public administration: from e-Government to digital government. International Journal of Digital Law, 2, pp. 29–46. Doi: 10.47975/IJDL/1viana

35) Wangmo, P. (2015). Assessing the Level and Impact of Financial Literacy on Individual Saving and Spending Habits in Royal Institute of Management. PGDPA Research Report 2018, Bhutan.

36) Wangmo , P. (2018). Assessing the level and impact of financial literacy on individual saving and spending habits in royal institute of management. PGDPA Research Report.