Does Financial Technology Lending and Financial Literacy Affect Crime? Evidence From Indonesia
DOI:
https://doi.org/10.22219/jrak.v14i4.34734Keywords:
Crime, FinTech Lending, Financial Literacy, IndonesiaAbstract
Purpose: This research aims to investigate the relationship between FinTech Lending and Financial Literacy on Crime (fraud, embezzlement, and corruption). This research provides knowledge about the impact of FinTech Lending which can increase crime and financial literacy which can reduce crime.
Methodology/approach: This study employs panel data consisting of 34 provinces in Indonesia with observations in 2019 and 2022 due to data availability. The secondary data used was collected from official Indonesian government institutions (OJK and BPS). To achieve the purpose, a quantitative approach and panel data regression analysis methods are applied. Panel data provides more variability, less collinearity among variables, and more degrees of freedom. This can lead to more efficient estimators and more precise inference of model parameters. Based on the Hausman test, the estimated model is Random Effects (RE).
Findings: The results of this research show that FinTech Lending has a significant positive impact on the growth of crime, while Financial Literacy has a negative impact on the growth of crime. This indicates that as the use of FinTech Lending increases, crime rates also increase, and higher levels of Financial Literacy help reduce the growth of crime.
Practical implications: The results of this research can be used as material for consideration by the government in creating a comprehensive legal framework through the establishment of a Law on FinTech.
Originality/value: To the best of the researcher's knowledge, this research is the first research to investigate the influence of FinTech Lending and Financial Literacy on Crime Rates in Indonesia using a quantitative approach, whereas previous research used a qualitative approach.
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References
Abdillah, L. A. (2020). FinTech E-Commerce Payment Application User Experience Analysis during COVID-19 Pandemic. 7(2), 265–278. https://doi.org/10.15294/sji.v7i2.26056
Alkhwaldi, A. F., Alharasis, E. E., Shehadeh, M., Abu-AlSondos, I. A., Oudat, M. S., & Bani Atta, A. A. (2022). Towards an Understanding of FinTech Users’ Adoption: Intention and e-Loyalty Post-COVID-19 from a Developing Country Perspective. Sustainability (Switzerland), 14(19), 1–23. https://doi.org/10.3390/su141912616
Almeida, F., Duarte Santos, J., & Augusto Monteiro, J. (2020). The Challenges and Opportunities in the Digitalization of Companies in a Post-COVID-19 World. IEEE Engineering Management Review, 48(3), 97–103. https://doi.org/10.1109/EMR.2020.3013206
Almeida, F., Santos, J., & Monteiro, J. (2020). The Challenges and Opportunities in the Digitalization of Companies in a Post COVID-. 8581(c). https://doi.org/10.1109/EMR.2020.3013206
Anthony, B. N. (2023). Fintech Fraud or Federal Failure?: How the Paycheck Protection Program Became a Source of Confusion and Crime.
Ascarya, A., & Sakti, A. (2022). Designing micro-fintech models for Islamic micro financial institutions in Indonesia. International Journal of Islamic and Middle Eastern Finance and Management, 15(2), 236–254. https://doi.org/10.1108/IMEFM-05-2020-0233
Basrowi, B., & Utami, P. (2019). Reducing of Fraud Cases of Illegal Financial Technology Peer To Peer Lending (Islamic Economic Perspective). June. https://doi.org/10.4108/eai.10-9-2019.2289366
Belitski, M., Guenther, C., Kritikos, A. S., & Thurik, R. (2022). Economic effects of the COVID ‑ 19 pandemic on entrepreneurship and small businesses. Small Business Economics, 593–609. https://doi.org/10.1007/s11187-021-00544-y
Feghali, K., Matta, J., & Moussa, S. (2022). Digital transformation of accounting practices and behavior during COVID-19: MENA evidence. Journal of Accounting and Management Information Systems, 21(2), 236–269. https://doi.org/10.24818/jamis.2022.02005
Fu, J., & Mishra, M. (2022). Fintech in the time of COVID−19: Technological adoption during crises. Journal of Financial Intermediation, 50(November 2021), 100945. https://doi.org/10.1016/j.jfi.2021.100945
Gomber, P., Koch, J. A., & Siering, M. (2017). Digital Finance and FinTech: current research and future research directions. Journal of Business Economics, 87(5), 537–580. https://doi.org/10.1007/s11573-017-0852-x
Hasham, S., Joshi, S., & Mikkelsen, D. (2019). Financial Crime and Fraud in The Age of Cybersecurity. McKinsey & Company, October, 1–11.
Hidajat, T. (2020). Unethical practices peer-to-peer lending in Indonesia. Journal of Financial Crime, 27(1), 274–282. https://doi.org/10.1108/JFC-02-2019-0028
Hiyanti, H., Nugroho, L., Sukmadilaga, C., & Fitrijanti, T. (2020). Sharia fintech (financial technology) opportunities and challenges in Indonesia. Jurnal Ilmiah Ekonomi Islam, 5(3), 326–333.
Hussain, J., Salia, S., & Karim, A. (2018). Is knowledge that powerful? Financial literacy and access to finance: An analysis of enterprises in the UK. Journal of Small Business and Enterprise Development, 25(6), 985–1003. https://doi.org/10.1108/JSBED-01-2018-0021
Irawan, N. N., & Matoati, R. (2021). The Influence of Financial Literacy and Behavior In Using Fintech Payments on The Financial Management of Jabodetabek Students. The Management Journal of Binaniaga, 6(2), 117–132. https://doi.org/10.33062/mjb.v6i2.459
Jamil, A. H., Mohd Sanusi, Z., Yaacob, N. M., Mat Isa, Y., & Tarjo, T. (2022). The Covid-19 impact on financial crime and regulatory compliance in Malaysia. Journal of Financial Crime, 29(2), 491–505. https://doi.org/10.1108/JFC-05-2021-0107
Jin, J., Liu, S., & Nainar, K. (2022). Financial literacy and crime incidence. Corporate Ownership and Control, 19(4), 72–79. https://doi.org/10.22495/cocv19i4art7
Kakinuma, Y. (2022). Financial literacy and quality of life: a moderated mediation approach of fintech adoption and leisure. International Journal of Social Economics, 49(12), 1713–1726. https://doi.org/10.1108/IJSE-10-2021-0633
Kharisma, D. B. (2021). Urgency of financial technology (Fintech) laws in Indonesia. International Journal of Law and Management, 63(3), 320–331. https://doi.org/10.1108/IJLMA-08-2020-0233
Knewtson, H. S., & Rosenbaum, Z. A. (2020). Toward understanding FinTech and its industry. Managerial Finance, 46(8), 1043–1060. https://doi.org/10.1108/MF-01-2020-0024
Kumar, V., Alshazly, H., Idris, S. A., & Bourouis, S. (2021). Evaluating the impact of covid-19 on society, environment, economy, and education. Sustainability (Switzerland), 13(24), 1–21. https://doi.org/10.3390/su132413642
Le, T. D. Q. (2022). A shift towards household lending during the Fintech era: the role of financial literacy and credit information sharing. Asia-Pacific Journal of Business Administration. https://doi.org/10.1108/APJBA-07-2021-0325
Lee, I., & Shin, Y. J. (2018). Fintech: Ecosystem, business models, investment decisions, and challenges. Business Horizons, 61(1), 35–46. https://doi.org/10.1016/j.bushor.2017.09.003
Leon A. Abdillah. (2019). An Overview of Indonesian Fintech Application. The 1st International Conference on Communication, Information Technology and Youth Study (I-CITYS2019), Figure 1, 8–16.
Li, Y., Li, Z., Su, F., Wang, Q., & Wang, Q. (2020). Fintech Penetration, Financial Literacy, and Financial Decision-Making: Empirical Analysis Based on Tar. Complexity, 2020. https://doi.org/10.1155/2020/6696312
Lusardi, A., & Mitchell, O. S. (2011). Financial literacy around the world: An overview. Journal of Pension Economics and Finance, 10(4), 497–508. https://doi.org/10.1017/S1474747211000448
Miskam, S., Yaacob, A. M., & Rosman, R. (2019). Fintech and its impact on Islamic fund management in Malaysia: A legal viewpoint. Emerging Issues in Islamic Finance Law and Practice in Malaysia, 223–246. https://doi.org/10.1108/978-1-78973-545-120191019
Morgan, P. J., & Trinh, L. Q. (2019). Fintech and financial literacy in Viet Nam. ADBI Working Paper Series, 933.
Naz, F., Karim, S., Houcine, A., & Naeem, M. A. (2022). Fintech Growth during COVID-19 in MENA Region: Current Challenges and Future prospects. Electronic Commerce Research. https://doi.org/10.1007/s10660-022-09583-3
Nikkel, B. (2020). Fintech forensics: Criminal investigation and digital evidence in financial technologies. Forensic Science International: Digital Investigation, 33(xxxx), 200908. https://doi.org/10.1016/j.fsidi.2020.200908
OJK. (2021). Strategi Nasional Literasi Keuangan Indonesia. Otoritas Jasa Keuangan, 378.
Panos, G. A., & Wilson, J. O. S. (2020). Financial literacy and responsible finance in the FinTech era: capabilities and challenges. European Journal of Finance, 26(4–5), 297–301. https://doi.org/10.1080/1351847X.2020.1717569
Pratiwi, R., Prabowo, S., Nugroho, M., Novia, W., Wardhani, R., & Kunci, K. (2022). Fraud Risk in Peer Lending Fintech Transactions: The Role of Consumer Protection Regulation in Indonesia A R T I C L E I N F O. International Journal of Social Science and Business, 6(4), 469–477. https://dx.doi.org/10.23887/ijssb.v6i4.46511
Puschmann, T. (2017). Fintech. Business and Information Systems Engineering, 59(1), 69–76. https://doi.org/10.1007/s12599-017-0464-6
Setiawan, B., Nugraha, D. P., Irawan, A., Nathan, R. J., & Zoltan, Z. (2021). User innovativeness and fintech adoption in indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 7(3), 1–18. https://doi.org/10.3390/joitmc7030188
Soga, M., Evans, M. J., Cox, D. T. C., & Gaston, K. J. (2021). Impacts of the COVID-19 pandemic on human–nature interactions: Pathways, evidence and implications. People and Nature, 3(3), 518–527. https://doi.org/10.1002/pan3.10201
Sugandi, E. A. (2021). Corresponding author Pr ep rin t n ot pe er re vie we d Pr t n ot pe er ed. ADBI Working Paper 1282, 1(3394), 7–20.
Suryono, R. R., Budi, I., & Purwandari, B. (2020). Challenges and trends of financial technology (Fintech): A systematic literature review. Information (Switzerland), 11(12), 1–20. https://doi.org/10.3390/info11120590
Suryono, R. R., Budi, I., & Purwandari, B. (2021a). Detection of fintech P2P lending issues in Indonesia. Heliyon, 7(4), e06782. https://doi.org/10.1016/j.heliyon.2021.e06782
Suryono, R. R., Budi, I., & Purwandari, B. (2021b). Detection of fintech P2P lending issues in Indonesia. Heliyon, 7(4). https://doi.org/10.1016/j.heliyon.2021.e06782
Takeda, A., & Ito, Y. (2021). A review of FinTech research. International Journal of Technology Management, 86(1), 67–88. https://doi.org/10.1504/IJTM.2021.115761
Tritto, A., & Junaedi, V. A. (2022). Chinese-backed FinTech Lending Boom : How did Indonesia Respond ?
Wiwoho, J., Kharisma, D. B., & Wardhono, D. T. K. (2021). Financial Crime In Digital Payments. Journal of Central Banking Law and Institutions, 1(1), 47–70. https://doi.org/10.21098/jcli.v1i1.7
Yoshino, N., Morgan, P. J., & Long, T. Q. (2020). Financial Literacy and Fintech Adoption in Japan. In Asian Development Bank Institute Working Paper 1095 (Issue 1095). https://www.adb.org/publications/financial-literacy-fintech-adoption-japan
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