Share:


Assessing the risks of fintech development: the case of online illegal capital raising

    Xin Zhang Affiliation
    ; Jihong Shi Affiliation
    ; Jinsong Zhao Affiliation
    ; Xiuqin Wu Affiliation

Abstract

This study examines the impact of financial technology (FinTech) on online illegal capital raising (ICR) in China. Using a large dataset of court judgments from China Judgment Online from 2014 to 2019, we observe a steady increase in the number and proportion of defendants involved in online ICR cases. Our empirical analysis shows that FinTech contributes significantly to the increase in online ICR, particularly in regions with low opportunity costs of crime and limited access to traditional financial services. The findings remain robust to different FinTech proxies, sample adjustments, and considerations of potential endogeneity. Weak regulatory oversight and higher potential criminal returns are key channels through which FinTech promotes online ICR. These findings highlight the need for stronger financial regulation, especially in high-risk regions, alongside efforts to improve public awareness of online investment risks. Strengthening regulation while promoting the positive role of FinTech in financial development is critical to mitigating emerging financial risks.


First published online 15 April 2025

Keyword : FinTech, online illegal capital raising, financial regulation, crime rate

How to Cite
Zhang, X., Shi, J., Zhao, J., & Wu, X. (2025). Assessing the risks of fintech development: the case of online illegal capital raising. Technological and Economic Development of Economy, 1-29. https://doi.org/10.3846/tede.2025.23390
Published in Issue
Apr 15, 2025
Abstract Views
26
PDF Downloads
11
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Agarwal, S., & Chua, Y. H. (2020). FinTech and household finance: A review of the empirical literature. China Finance Review International, 10(4), 361–376. https://doi.org/10.1108/CFRI-03-2020-0024

Allen, F., Gu, X., & Jagtiani, J. (2022). Fintech, cryptocurrencies, and CBDC: Financial structural transformation in China. Journal of International Money and Finance, 124, Article 102625. https://doi.org/10.1016/j.jimonfin.2022.102625

Amoah, B. (2018). Mr Ponzi with Fraud scheme is knocking: Investors who may open. Global Business Review, 19(5), 1115–1128. https://doi.org/10.1177/0972150918788625

Arellano, M., & Bond, S. (1991). Some tests of specification for data panel: Monte Carlo evidence and an aplication of employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968

Becker, G. (1968). The economics of criminal behavior crime and punishment: An economic approach. In The economics of crime and punishment (pp. 383–420).

Bhadra, S., & Singh, K. N. (2024). Ponzi scheme like investment schemes in India – Causes, impact and solution. Journal of Money Laundering Control, 27(2), 348–362. https://doi.org/10.1108/JMLC-02-2023-0040

Blundell, R., & Bond, S. (2023). Reprint of: Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 234, 38–55. https://doi.org/10.1016/j.jeconom.2023.03.001

Bollaert, H., Lopez-de-Silanes, F., & Schwienbacher, A. (2021). Fintech and access to finance. Journal of Corporate Finance, 68, Article 101941. https://doi.org/10.1016/j.jcorpfin.2021.101941

Bosley, S., & Knorr, M. (2017). Pyramids, Ponzis and Fraud prevention: Lessons from a case study. Journal of Financial Crime, 25(1), 81–94. https://doi.org/10.1108/JFC-10-2016-0062

Bradley, C. G. (2018). FinTech’s double edges. Chicago Kent Law Review, 93, 61–95.

Buchak, G., Matvos, G., Piskorski, T., & Seru, A. (2018). Fintech, regulatory arbitrage, and the rise of shadow banks. Journal of Financial Economics, 130(3), 453–483. https://doi.org/10.1016/j.jfineco.2018.03.011

CEIC China Economic Database. (n.d.). https://www.ceicdata.com/en/products/china-economic-database

Chen, S. (2012). Judical inputs and crima prevention in transitional China. China Economic Quarterly, 11.

Chen, S., & Zhang, Y. (2014). Crime and punishment policies in contemporary China. China Economic Quarterly, 13(4).

Cheng, H. (2018). The death and revival of Usury in China: An Institutional Analysis. Journal of Economic Issues, 52(2), 527–533. https://doi.org/10.1080/00213624.2018.1469932

China Daily. (2022a, October 13). Top court takes aim at financial criminals. Supreme People‘s Court of the People‘s Republic of China. https://english.court.gov.cn/2022-10/13/c_819843.htm

China Daily. (2022b, September 23). Courts crack down on financial crimes. Supreme People‘s Court of the People‘s Republic of China. https://english.court.gov.cn/2022-09/23/c_815282.htm

China Household Financial Survey Project. (2015). China Household Finance Survey 2015 dataset. https://chfs.swufe.edu.cn/

China Judgment Online. (n.d.). https://wenshu.court.gov.cn/

Chong, T. T.-L., Lu, L., & Ongena, S. (2013). Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China. Journal of Banking and Finance, 37(9), 3412–3424. https://doi.org/10.1016/j.jbankfin.2013.05.006

Conrad, J., Karpoff, J., Lewis, C., & Ritter, J. R. (2016). Statement of the financial economists roundtable: Crowdfunding. Financial Analysts Journal, 72(4), 14–16. https://doi.org/10.2469/faj.v72.n4.6

Cortés, D., Santamaría, J., & Vargas, J. F. (2016). Economic shocks and crime: Evidence from the crash of Ponzi schemes. Journal of Economic Behavior and Organization, 131(185), 263–275. https://doi.org/10.1016/j.jebo.2016.07.024

Cumming, D., Hornuf, L., Karami, M., & Schweizer, D. (2023). Disentangling crowdfunding from fraudfunding. Journal of Business Ethics, 182(4), 1103–1128. https://doi.org/10.1007/s10551-021-04942-w

Deloitte. (2018). FinTech regulatory challenges and financial crime exposure.

Dow, J., & Werlang, S. R. da C. (1992). Uncertainty aversion, risk aversion, and the optimal choice of portfolio. Econometrica, 60(1), 197–204.

Ehrlic, I. (1973). Participation in illegitimate activities: A theoretical and empirical investigation. Journal of Political Economy, 81(3), 521–565. https://doi.org/10.1086/260058

Financial Action Task Force, Interpol, & Egmont Group. (2023). Illicit financial flows from Cyber-Enabled Fraud. https://www.fatf-gafi.org/content/dam/fatf-gafi/reports/Illicit-financial-flows-cyber-enabled-fraud.pdf.coredownload.inline.pdf

Fintech. (n.d.). China FinTech Index. http://data.fintechcass.cn/webroot/decision/link/shpP

Frankel, T. (2012). The Ponzi scheme puzzle: A history and analysis of con artists and victims. Oxford Academic. https://doi.org/10.1093/acprof:osobl/9780199926619.001.0001

Freeman, R. B. (1999). The economics of Crime in Britain. In O. C. Ashenfelter & D. Card (Eds.), Handbook of labor economics (Vol. 3, pp. 3529–3571). Elsevier. https://doi.org/10.1016/S1573-4463(99)30043-2

Fuster, A., Plosser, M., Schnabl, P., & Vickery, J. (2019). The role of technology in mortgage lending. Review of Financial Studies, 32(5), 1854–1899. https://doi.org/10.1093/rfs/hhz018

Gabor, D., & Brooks, S. (2017). The digital revolution in financial inclusion: International development in the fintech era. New Political Economy, 22(4), 423–436. https://doi.org/10.1080/13563467.2017.1259298

Goldstein, I., Jiang, W., & Karolyi, G. A. (2019). To FinTech and beyond. Review of Financial Studies, 32(5), 1647–1661. https://doi.org/10.1093/rfs/hhz025

Gomber, P., Koch, J. A., & Siering, M. (2017). Digital finance and FinTech: Current research and future research directions. Journal of Business Economics, 87, 537–580. https://doi.org/10.1007/s11573-017-0852-x

Gopal, M., & Schnabl, P. (2022). The rise of finance companies and FinTech lenders in small business lending. Review of Financial Studies, 35(11), 4859–4901. https://doi.org/10.1093/rfs/hhac034

Griffin, J. M., Kruger, S., & Mahajan, P. (2023). Did FinTech lenders facilitate PPP Fraud? Journal of Finance, 78(3), 1777–1827. https://doi.org/10.1111/jofi.13209

Hidajat, T., Primiana, I., Rahman, S., & Febrian, E. (2021). Why are people trapped in Ponzi and pyramid schemes? Journal of Financial Crime, 28(1), 187–203. https://doi.org/10.1108/JFC-05-2020-0093

Huang, L., & Pontell, H. N. (2023). Crime and crisis in China’s P2P online lending market: A comparative analysis of fraud. Crime, Law and Social Change, 79, 369–393. https://doi.org/10.1007/s10611-022-10053-y

Huang, R. H., & Wang, C. M. (2023). FinTech-bank partnership in China’s credit market: Models, risks and regulatory responses. European Business Organization Law Review, 24, 721–755. https://doi.org/10.1007/s40804-023-00269-3

Ibish, E., & Nedelkovska, V. (2018). Banking management and economic crime of data abuse. Economics and Management, 14(2), 134–137.

Jagtiani, J., & John, K. (2018). Fintech: The impact on consumers and regulatory responses. Journal of Economics and Business, 100, 1–6. https://doi.org/10.1016/j.jeconbus.2018.11.002

Jagtiani, J., & Lemieux, C. (2019). The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform. Financial Management, 48(4), 1009–1029. https://doi.org/10.1111/fima.12295

Jain, J., & Ohalehi, P. (2018). Why people fall prey to Ponzi schemes: An analysis of attitudes, behaviours, demographics and motivations of victims in India. SSRN. https://doi.org/10.2139/ssrn.3263995

James Dow, & Werlang, S. R. da C. (1992). Uncertainty aversion, risk aversion, and the optimal choice of portfolio. Econometrica, 60(1), 197–204. https://doi.org/10.2307/2951685

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

Jiang, H., & Liang, P. (2021). Less cash, less theft? Evidence from fintech development in the People’s Republic of China (ADBI Working Paper No. 1282). Asian Development Bank Institute. https://www.adb.org/publications/less-cash-less-theft-evidence-fintech-development-prc

Karpoff, J. M. (2021). The future of financial fraud. Journal of Corporate Finance, 66, Article 101694. https://doi.org/10.1016/j.jcorpfin.2020.101694

Kubilay, E., Raiber, E., Spantig, L., Cahlíková, J., & Kaaria, L. (2023). Can you spot a scam? Measuring and improving scam identification ability. Journal of Development Economics, 165, Article 103147. https://doi.org/10.1016/j.jdeveco.2023.103147

Lai, J. T., Xie, J., Cao, S., & Zhang, H. (2022). Digital financial inclusion and illegal fundraising in China. Applied Economics, 54(48), 5575–5590. https://doi.org/10.1080/00036846.2022.2047601

Lewis, M. K. (2012). New dogs, old tricks. Why do Ponzi schemes succeed? Accounting Forum, 36(4), 294–309. https://doi.org/10.1016/j.accfor.2011.11.002

Lewis, M. K. (2015). What can behavioural finance tell us? In Understanding Ponzi schemes (pp. 119-134).Edward Elgar Publishing. https://doi.org/10.4337/9781782549109

Li, D., Peng, Z., & Xiong, K. (2021). Usury crimes in post-crisis China: The underlying economics and beyond. Journal of Economic Issues, 55(4), 1023–1033. https://doi.org/10.1080/00213624.2021.1988628

Li, L., & Sun, C. (2024). How does digital finance reduce urban crime rate? Finance Research Letters, 63, Article 105382. https://doi.org/10.1016/j.frl.2024.105382

Liang, P., & Jiang, H. (2020). Financial access and internet financial risk alleviation – An empirical analysis based on internet pyramid scheme judicial documents. China Industrial Economics, 4, 116–134.

Liebman , B., Stern, R., Wu, X., & Roberts, M. (2023). Rolling back transparency in China’s courts. Columbia Law Review, 123(8), 1–23.

Lu, J. (2021). Crime statistic and optimizing crime governance. Social Sciences in China, 10.

Magnuson, W. (2018). Regulating fintech. Vanderbilt Law Review, 71(4), 1167–1226.

National Bureau of Statistics of China. (n.d.). China City Statistical Yearbook. China Statistics Press.

National Enterprise Credit Information Publicity System. (n.d.). https://www.gsxt.gov.cn/index.html

National Financial Regulatory Administration. (2020, December 8). FinTech developments, challenges and supervision in China [Video speech]. https://www.nfra.gov.cn/en/view/pages/ItemDetail.html?docId=947697

National People’s Congress. (2021a, August 20). Personal Information Protection Law of the People’s Republic of China. https://www.gov.cn/xinwen/2021-08/20/content_5632486.htm

National People’s Congress. (2021b, June 10). Data Security Law of the People’s Republic of China. http://www.npc.gov.cn/npc/c2/c30834/202106/t20210610_311888.html

Ng, A., & Kwok, B. K. B. (2017). Emergence of Fintech and cybersecurity in a global financial centre: Strategic approach by a regulator. Journal of Financial Regulation and Compliance, 25(4), 422–434. https://doi.org/10.1108/JFRC-01-2017-0013

Nikkel, B. (2020). Fintech forensics: Criminal investigation and digital evidence in financial technologies. Forensic Science International: Digital Investigation, 33, Article 200908. https://doi.org/10.1016/j.fsidi.2020.200908

Nițu, M., Paraschiv, D., & Dumitrescu, M.-S. (2020). The economic-financial crime of the 21st century. The Romanian Economic Journal, 75, 84–92.

O’Flaherty, B., & Sethi, R. (2015). Urban crime. In G. Duranton, J. V. Henderson, & W. C. Strange (Eds.), Handbook of regional and urban economics (Vol. 5, pp. 1519–1621) Elsevier. https://doi.org/10.1016/B978-0-444-59531-7.00023-5

Rao, Y. (2021). Dreaming like a market: The hidden script of financial inclusion in China’s P2P lending platforms. Economic Anthropology, 8(1), 102–115. https://doi.org/10.1002/sea2.12200

Skogan, W. G. (1977). Dimensions of the dark figure of unreported crime. Crime & Delinquency, 23(1), 41–50. https://doi.org/10.1177/001112877702300104

Soares, R. R. (2004). Development, crime and punishment: Accounting for the international differences in crime rates. Journal of Development Economics, 73(1), 155–184. https://doi.org/10.1016/j.jdeveco.2002.12.001

Tianyancha. (n.d.). https://www.tianyancha.com/

United States Securities and Exchange Commission (n.d.). Ponzi Schemes. https://www.investor.gov/introduction-investing/investing-basics/glossary/ponzi-schemes

Ünvan, Y. A. (2020). Financial crime: A review of literature. In S. Grima, E. Boztepe, & P. J. Baldacchino (Eds.), Contemporary Issues in audit management and forensic accounting: Vol. 102. Contemporary studies in economic and financial analysis (pp. 265–272). Emerald Publishing. https://doi.org/10.1108/S1569-375920200000102019

Walch, A. (2015). The Bitcoin blockchain as financial market infrastructure: A consideration of operational risk. Legislation and Public Policy, 18, 837–894.

Weiyang Research. (2019). Weiyang broadcast today: Beijing’s Dongcheng District and Haidian District P2P platforms will enter a new round of administrative verification. https://www.weiyangx.com/326283.html

Wronka, C. (2023). Financial crime in the decentralized finance ecosystem: New challenges for compliance. Journal of Financial Crime, 30(1), 97–113. https://doi.org/10.1108/JFC-09-2021-0218

Xinhua. (2020). China’s P2P platform number falls to zero. CninaDaily. https://english.www.gov.cn/statecouncil/ministries/202011/28/content_WS5fc21393c6d0f72576940d63.html#:~:text=BEIJING%20%E2%80%94%20The%20number%20of%20Chinese%20peer-to-peer%20%28P2P%29,to%20crack%20down%20on%20risky%20forms%20of%20financ

Yuan, K., & Xu, D. (2020). Legal governance on fintech risks: Effects and lessons from China. Asian Journal of Law and Society, 7(2), 275–304. https://doi.org/10.1017/als.2020.14

Zakaria, P. (2023). Financial inclusion to digital finance risks: A commentary on financial crimes, money laundering, and Fraud. In A. N. Turi (Ed.), Financial technologies and DeFi. Financial innovation and technology (pp. 123–130). Springer. https://doi.org/10.1007/978-3-031-17998-3_9

Zetzsche, D. A., Buckley, R. P., Arner, D. W., & Barberis, J. N. (2017). From FinTech to TechFin: The regulatory challenges of data-driven finance (EBI Working Paper No. 6). European Banking Institute. https://doi.org/10.2139/ssrn.2959925

Zhang, Y., Liu, S., & Liu, L. (2011). Can we attribute increasing criminal rate to enlarging urban-rural inequality in China? Economic Research Journal, 2, 59–72.

Zhao, J., Li, X., Yu, C.-H., Chen, S., & Lee, C.-C. (2022). Riding the FinTech innovation wave: FinTech, patents and bank performance. Journal of International Money and Finance, 122, Article 102552. https://doi.org/10.1016/j.jimonfin.2021.102552

Zhu, A., Fu, P., Zhang, Q., & Chen, Z. (2017). Ponzi scheme diffusion in complex networks. Physica A: Statistical Mechanics and Its Applications, 479, 128–136. https://doi.org/10.1016/j.physa.2017.03.015