Systemic Risks of Sophisticated Financial Products: A Critical Review of Post-2008 Innovations and the Impacts on Global Markets

Authors

  • Natália Teixeira ISG-Business & Economics School, 1500-552 Lisbon, Portugal Author

DOI:

https://doi.org/10.55578/jift.2504.001

Keywords:

Financial Innovation , Systemic Risk, Sophisticated Financial Products, Tokenisation, Algorithmic Trading, Decentralised Finance (DeFi), Financial Regulation, Adaptive Markets

Abstract

This article provides a critical review of systemic risks arising from post-2008 financial innovation, with a focus on sophisticated instruments such as structured products, crypto derivatives and decentralised finance (DeFi). Drawing on recent theoretical developments and empirical insights, the study investigates how these products amplify market instability through leverage, interconnectivity and algorithmic reflexivity. The analysis criticises traditional regulatory frameworks, highlighting their limitations in addressing emerging risks and proposing a shift towards functional, risk-based governance. By consolidating fragmented academic and regulatory perspectives, the article offers a comprehensive conceptual synthesis of how modern financial engineering contributes to systemic vulnerabilities. It also identifies regulatory gaps, in areas such as programmable finance and synthetic tokenisation, that challenge current supervisory mechanisms. This analysis is intended to serve as a reference point for policymakers, researchers and financial institutions in the ongoing effort to mitigate systemic threats in increasingly digital and decentralised financial systems.

References

1.Orlando, G. (2024). A Review on Exchange Traded Products: Taxonomy, Risk and Mitigations. Risk and Mitigations (April 6, 2024). http://dx.doi.org/10.2139/ssrn.4786414

2.Tiwari, A. K., Abakah, E. J. A., Shao, X., Le, T. L., & Gyamfi, M. N. (2023). Financial technology stocks, green financial assets, and energy markets: A quantile causality and dependence analysis. Energy Economics, 118, 106498. https://doi.org/10.1016/j.eneco.2022.106498

3.Gunay, S., & Can, G. (2022). The source of financial contagion and spillovers: An evaluation of the covid-19 pandemic and the global financial crisis. PloS one, 17(1), e0261835. https://doi.org/10.1371/journal.pone.0261835

4.Jebabli, I., Kouaissah, N., & Arouri, M. (2022). Volatility spillovers between stock and energy markets during crises: A comparative assessment between the 2008 global financial crisis and the COVID-19 pandemic crisis. Finance Research Letters, 46, 102363. https://doi.org/10.1016/j.frl.2021.102363

5.Hasan, M. B., Hassan, M. K., Rashid, M. M., & Alhenawi, Y. (2021). Are safe haven assets really safe during the 2008 global financial crisis and COVID-19 pandemic?. Global Finance Journal, 50, 100668. https://doi.org/10.1016/j.gfj.2021.100668

6.Harvey, C. R., & Rabetti, D. (2024). International business and decentralized finance. Journal of international business studies, 55(7), 840-863. https://doi.org/10.1057/s41267-024-00705-7

7.Nini, G., & Smith, D. C. (2024). Leveraged finance. In Handbook of Corporate Finance (pp. 249-293). Edward Elgar Publishing. DOI: https://doi.org/10.4337/9781800373891.00013

8.Meyer, E., Welpe, I. M., & Sandner, P. G. (2022). Decentralized finance-A systematic literature review and research directions. ECIS 2022 Research Papers. 25.https://ssrn.com/abstract=4016497 or http://dx.doi.org/10.2139/ssrn.4016497

9.Auer, R., Haslhofer, B., Kitzler, S., Saggese, P., & Victor, F. (2024). The technology of decentralized finance (DeFi). Digital Finance, 6(1), 55-95. https://doi.org/10.1007/s42521-023-00088-8

10.Chowdhury, M. A. F., Abdullah, M., Alam, M., Abedin, M. Z., & Shi, B. (2023). NFTs, DeFi, and other assets efficiency and volatility dynamics: An asymmetric multifractality analysis. International Review of Financial Analysis, 87, 102642. https://doi.org/10.1016/j.irfa.2023.102642

11.Weingärtner, T., Fasser, F., Reis Sá da Costa, P., & Farkas, W. (2023). Deciphering DeFi: A comprehensive analysis and visualization of risks in decentralized finance. Journal of risk and financial management, 16(10), 454. https://doi.org/10.3390/jrfm16100454

12.Werner, S., Perez, D., Gudgeon, L., Klages-Mundt, A., Harz, D., & Knottenbelt, W. (2022, September). Sok: Decentralized finance (defi). In Proceedings of the 4th ACM Conference on Advances in Financial Technologies (pp. 30-46). https://doi.org/10.1145/3558535.3559780

13.Doerr, J. F., Kosse, A., Khan, A., Lewrick, U., Mojon, B., Nolens, B., & Rice, T. (2021). DeFi risks and the decentralisation illusion. BIS Quarterly Review, 21.

14.Gorton, G., & Metrick, A. (2013). Securitization. In Handbook of the Economics of Finance (Vol. 2, pp. 1-70). Elsevier. https://doi.org/10.1016/B978-0-44-453594-8.00001-X

15.Cohen, G. (2022). Algorithmic trading and financial forecasting using advanced artificial intelligence methodologies. Mathematics, 10(18), 3302. https://doi.org/10.3390/math10183302

16.Harvey, C. R., Ramachandran, A., & Santoro, J. (2021). DeFi and the Future of Finance. John Wiley & Sons.

17.Brunnermeier, M. K., & Pedersen, L. H. (2009). Market liquidity and funding liquidity. The review of financial studies, 22(6), 2201-2238. https://doi.org/10.1093/rfs/hhn098

18.Allen, F., Gu, X., & Jagtiani, J. (2021). A survey of fintech research and policy discussion. Review of Corporate Finance, 1(3-4). http://dx.doi.org/10.1561/114.00000007

19.Schär, F. (2021). Decentralized finance: on blockchain and smart contract-based financial markets. Review of the Federal Reserve Bank of St Louis, 103(2), 153-174. doi: 10.20955/r.103.153-74.

20.Auer, R., Frost, J., Gambacorta, L., Monnet, C., Rice, T., & Shin, H. S. (2022). Central bank digital currencies: motives, economic implications, and the research frontier. Annual review of economics, 14(1), 697-721. https://doi.org/10.1146/annurev-economics-051420-020324

21.Addy, W. A., Ajayi-Nifise, A. O., Bello, B. G., Tula, S. T., Odeyem, O., & Falaiye, T. (2024a). Algorithmic trading and ai: A review of strategies and market impact. World Journal of Advanced Engineering Technology and Sciences, 11(1), 258-267. https://doi.org/10.30574/wjaets.2024.11.1.0054

22.Yang, I., Cho, J. H., & Dunn-Jensen, L. M. (2024). Collateralized Loan and Debt Obligations: Management Fees, Interest Alignment, and Regulation. Journal of Fixed Income, 34(1). DOI: 10.3905/jfi.2024.1.182

23.Beaverstock, J., Leaver, A., & Tischer, D. (2023). How financial products organize spatial networks: Analyzing collateralized debt obligations and collateralized loan obligations as “networked products”. Environment and Planning A: Economy and Space, 55(4), 969-996. https://doi.org/10.1177/0308518X211029654

24.Capponi, A., Cheng, W. S. A., Giglio, S., Haynes, R., Appendix, A., & by Chuan, O. A. O. A. (2022). The collateral rule: Evidence from the credit default swap market. Journal of Monetary Economics, 126, 58-86. https://doi.org/10.1016/j.jmoneco.2021.12.003

25.Bahodirovich, K. B. (2024). RISK-BASED FINANCIAL INSTRUMENTS: THEORIES AND CONCEPTS. Gospodarka i Innowacje, 46, 373-378.

26.Campiglio, E., Daumas, L., Monnin, P., & von Jagow, A. (2023). Climate‐related risks in financial assets. Journal of Economic Surveys, 37(3), 950-992. https://doi.org/10.1111/joes.12525

27.Ho, L. C., Cadle, J., & Theobald, M. (2022). Portfolio insurance strategies. In Encyclopedia of finance (pp. 1437-1465). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-91231-4_62

28.Chen, T. H., Lee, C. C., & Shen, C. H. (2022). Liquidity indicators, early warning signals in banks, and financial crises. The North American Journal of Economics and Finance, 62, 101732. https://doi.org/10.1016/j.najef.2022.101732

29.Sufi, A., & Taylor, A. M. (2022). Financial crises: A survey. Handbook of international economics, 6, 291-340. https://doi.org/10.1016/bs.hesint.2022.02.012

30.Chen, W. D., Chen, Y., & Huang, S. C. (2021). Liquidity risk and bank performance during financial crises. Journal of Financial Stability, 56, 100906. https://doi.org/10.1016/j.jfs.2021.100906

31.Brown, H. (2024). Long-term returns estimation of leveraged indexes and etfs. Financial Markets and Portfolio Management, 38(2), 165-190. https://doi.org/10.1007/s11408-023-00440-3

32.Frazzini, A., & Pedersen, L. H. (2022). Embedded leverage. The Review of Asset Pricing Studies, 12(1), 1-52. https://doi.org/10.1093/rapstu/raab022

33.Li, F. W., & Zhu, Q. (2022). Short selling etfs. Review of Asset Pricing Studies, 12(4), 960-998. https://doi.org/10.1093/rapstu/raac005

34.Chinco, A., & Fos, V. (2021). The sound of many funds rebalancing. The Review of Asset Pricing Studies, 11(3), 502-551. https://doi.org/10.1093/rapstu/raab009

35.Decker, N. (2025). The Bitcoin Contagion: Institutionalization, Systemic Risk, and Financial Warfare. Available at SSRN.

36.Qin, K., Zhou, L., Afonin, Y., Lazzaretti, L., & Gervais, A. (2021). CeFi vs. DeFi--Comparing Centralized to Decentralized Finance. arXiv preprint arXiv:2106.08157. https://doi.org/10.48550/arXiv.2106.08157

37.Renn, O., Laubichler, M., Lucas, K., Kröger, W., Schanze, J., Scholz, R. W., & Schweizer, P. J. (2022). Systemic risks from different perspectives. Risk analysis, 42(9), 1902-1920. https://doi.org/10.1111/risa.13657

38.Jackson, M. O., & Pernoud, A. (2021). Systemic risk in financial networks: A survey. Annual Review of Economics, 13(1), 171-202. https://doi.org/10.1146/annurev-economics-083120-111540

39.Norman, A. L. (2024). The ESG War: Public Pension Fiduciaries and Anti-ESG Laws. Wash. UJL & Policy, 74, 245.

40.Aquilina, M., Frost, J., & Schrimpf, A. (2024). Tackling the risks in crypto: Choosing among bans, containment and regulation. Journal of the Japanese and International Economies, 71, 101286. https://doi.org/10.1016/j.jjie.2023.101286

41.Aramonte, S., Doerr, S., Huang, W., & Schrimpf, A. (2022). DeFi lending: intermediation without information? (No. 57). Bank for International Settlements.

42.Subrahmanyam, A., Tang, K., Wang, J., & Yang, X. (2024). Leverage Is a Double‐Edged Sword. The Journal of Finance, 79(2), 1579-1634. https://doi.org/10.1111/jofi.13316

43.Tarkom, A., & Ujah, N. U. (2023). Global policy uncertainty and working capital management: Does national culture matter?. Technological Forecasting and Social Change, 196, 122869. https://doi.org/10.1016/j.techfore.2023.122869

44.DeMarzo, P. M., & He, Z. (2021). Leverage dynamics without commitment. The Journal of Finance, 76(3), 1195-1250. https://doi.org/10.1111/jofi.13001

45.Jiang, W. (2024). Leveraged speculators and asset prices. Review of Finance, 28(3), 769-804. https://doi.org/10.1093/rof/rfad037

46.Singh, P. (2022). Is the Financial Market ready for Cryptocurrency ETFs?-A critical evaluation. The Journal of Risk Finance, 23(4), 456-460. https://doi.org/10.1108/JRF-08-2022-241

47.Tetiana, Z., Volodymyr, S., Oleksandr, D., Vasyl, B., & Tetiana, D. (2022). Investment models on centralized and decentralized cryptocurrency markets. Scientific Bulletin of National Mining University, (1). https://doi.org/10.33271/nvngu/2022-1/177

48.Chiu, J., Ozdenoren, E., Yuan, K., & Zhang, S. (2023). On the fragility of defi lending (No. 2023-14). Bank of Canada Staff Working Paper. doi:10.34989/swp-2023-14

49.Sydow, M., Schilte, A., Covi, G., Deipenbrock, M., Del Vecchio, L., Fiedor, P., ... & Tente, N. (2024). Shock amplification in an interconnected financial system of banks and investment funds. Journal of Financial Stability, 71, 101234. https://doi.org/10.1016/j.jfs.2024.101234

50.Giglio, S., Kelly, B., & Xiu, D. (2022). Factor models, machine learning, and asset pricing. Annual Review of Financial Economics, 14(1), 337-368. https://doi.org/10.1146/annurev-financial-101521-104735

51.Raddant, M., & Kenett, D. Y. (2021). Interconnectedness in the global financial market. Journal of International Money and Finance, 110, 102280. https://doi.org/10.1016/j.jimonfin.2020.102280

52.Zhu, F., Li, X., Valavi, E., & Iansiti, M. (2021). Network interconnectivity and entry into platform markets. Information Systems Research, 32(3), 1009-1024. https://doi.org/10.1287/isre.2021.1010

53.Katsamakas, E., & Sanchez-Cartas, J. M. (2024). A computational model of the effects of borrower default on the stability of P2P lending platforms. Eurasian Economic Review, 14(3), 597-618. https://doi.org/10.1007/s40822-024-00280-0

54.Lv, J., Ben, S., Huang, W., & Xu, Y. (2023). How to reduce the default contagion risk of intercorporate credit guarantee networks? Evidence from China. Emerging Markets Review, 55, 100967. https://doi.org/10.1016/j.ememar.2022.100967

55.Zhao, C., Li, M., Wang, J., & Ma, S. (2021). The mechanism of credit risk contagion among internet P2P lending platforms based on a SEIR model with time-lag. Research in International Business and Finance, 57, 101407. https://doi.org/10.1016/j.ribaf.2021.101407

56.Kotró, B. B. (2024). Investigating Systemic Risk with Co-occurrence Networks–Studies from the fields of sovereign bond and energy markets (Doctoral dissertation, Budapesti Corvinus Egyetem).

57.Liu, M., Liu, H. F., & Lee, C. C. (2025). Shadow Banking, Stock Market Volatility, and Stock-Money Market Correlation: Evidence from China. Emerging Markets Finance and Trade, 61(6), 1734-1752. https://doi.org/10.1080/1540496X.2024.2425731

58.Bräutigam, M., Dacorogna, M., & Kratz, M. (2023). Pro‐cyclicality beyond business cycle. Mathematical finance, 33(2), 308-341. https://doi.org/10.1111/mafi.12369

59.Cincinelli, P., Pellini, E., & Urga, G. (2021). Leverage and systemic risk pro-cyclicality in the Chinese financial system. International Review of Financial Analysis, 78, 101895. https://doi.org/10.1016/j.irfa.2021.101895

60.Duarte, F., & Eisenbach, T. M. (2021). Fire‐sale spillovers and systemic risk. The Journal of Finance, 76(3), 1251-1294.

61.Huang, Z. (2024). Asset-side bank runs and liquidity rationing: A vicious cycle. Management Science. https://doi.org/10.1287/mnsc.2023.00872

62.Li, Z., & Ma, K. (2022). Contagious bank runs and committed liquidity support. Management Science, 68(12), 9152-9174. https://doi.org/10.1287/mnsc.2021.4258

63.Agarwal, V., Hanouna, P., Moussawi, R., & Stahel, C. W. (2021). Do ETFs increase the commonality in liquidity of underlying stocks? (No. 21-04). CFR Working Paper.

64.Alamsyah, A., Kusuma, G. N. W., & Ramadhani, D. P. (2024). A review on decentralized finance ecosystems. Future Internet, 16(3), 76. https://doi.org/10.3390/fi16030076

65.Priem, R. (2024). Increased financial regulation in the European Union for energy firms extensively active in energy derivatives markets?. Journal of Energy & Natural Resources Law, 42(2), 211-226. https://doi.org/10.1080/02646811.2023.2256596

66.Ahmed, A. S., Wang, D., & Xu, N. (2024). An empirical analysis of the effects of the Dodd–Frank Act on determinants of credit ratings. Journal of Business Finance & Accounting, 51(1-2), 363-397. https://doi.org/10.1111/jbfa.12695

67.Farboodi, M. (2023). Intermediation and voluntary exposure to counterparty risk. Journal of Political Economy, 131(12), 3267-3309. https://doi.org/10.1111/jofi.13010

68.Schueffel, P. (2021). Defi: Decentralized finance-an introduction and overview. Journal of Innovation Management, 9(3), I-XI. https://doi.org/10.24840/2183-0606_009.003_0001

69.Munipalle, P., Patibandla, P., & Kumar, A. (2024). Algorithmic Bot Trading vs. Human Trading: Assessing Retail Trading Implications in Financial Markets (No. p98zv_v1). Center for Open Science.

70.Zou, J., Lou, J., Wang, B., & Liu, S. (2024). A novel deep reinforcement learning based automated stock trading system using cascaded lstm networks. Expert Systems with Applications, 242, 122801. https://doi.org/10.1016/j.eswa.2023.122801

71.Cagliero, L., Fior, J., & Garza, P. (2023). Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition. Expert Systems with Applications, 216, 119493. https://doi.org/10.1016/j.eswa.2022.119493

72.Baquero, G., & Verbeek, M. (2022). Hedge fund flows and performance streaks: How investors weigh information. Management Science, 68(6), 4151-4172. https://doi.org/10.1287/mnsc.2021.4067

73.Chin, C. W. (2023). Business strategy and financial opacity. Emerging Markets Finance and Trade, 59(6), 1818-1834. https://doi.org/10.1080/1540496X.2022.2147779

74.Pomaza-Ponomarenko, A., Kryvova, S., Hordieiev, A., Hanzyuk, A., & Halunko, O. (2023). Innovative risk management: identification, assessment and management of risks in the context of innovative project management. Economic Affairs, 68(04), 2263-2275. DOI: 10.46852/0424-2513.4.2023.34

75.Yue, H., Zhang, L., & Zhong, Q. (2022). The politics of bank opacity. Journal of Accounting and Economics, 73(2-3), 101452. https://doi.org/10.1016/j.jacceco.2021.101452

76.Chod, J., & Lyandres, E. (2021). A theory of ICOs: Diversification, agency, and information asymmetry. Management Science, 67(10), 5969-5989. https://doi.org/10.1287/mnsc.2020.3754

77.Polinkevych, O., Khovrak, I., Trynchuk, V., Klapkiv, Y., & Volynets, I. (2021). Business risk management in times of crises and pandemics. Montenegrin Journal of Economics, 17(3), 99-110. DOI: 10.14254/1800-5845/2021.17-3.8

78.Ranaldo, A., & Somogyi, F. (2021). Asymmetric information risk in FX markets. Journal of Financial Economics, 140(2), 391-411. https://doi.org/10.1016/j.jfineco.2020.12.007

79.Lussange, J., Vrizzi, S., Bourgeois-Gironde, S., Palminteri, S., & Gutkin, B. (2023). Stock price formation: Precepts from a multi-agent reinforcement learning model. Computational Economics, 61(4), 1523-1544. https://doi.org/10.1007/s10614-022-10249-3

80.Kalmenovitz, J., Lowry, M., & Volkova, E. (2025). Regulatory fragmentation. The Journal of Finance, 80(2), 1081-1126. https://doi.org/10.1111/jofi.13423

81.Babus, A., & Parlatore, C. (2022). Strategic fragmented markets. Journal of Financial Economics, 145(3), 876-908. https://doi.org/10.1016/j.jfineco.2021.08.022

82.Chen, D., & Duffie, D. (2021). Market fragmentation. American Economic Review, 111(7), 2247-2274. DOI: 10.1257/aer.20200829

83.Sigmund, M., & Siebenbrunner, C. (2024). Do interbank markets price systemic risk?. Journal of Financial Stability, 71, 101223. https://doi.org/10.1016/j.jfs.2024.101223

84.Mitchell, C. (2022). The power of delay: Banking system structure and implementation of the Basel Accords. Business and Politics, 24(1), 1-17. https://doi.org/10.1017/bap.2021.16

85.Cohen, J., Ghosh, C., & Raithatha, M. (2025). The consequences of regulatory reform in emerging countries: the special case of real estate regulation in India. Journal of Regulatory Economics, 1-34. https://doi.org/10.1007/s11149-025-09487-8

86.Sáenz, M. E. (2025). Regulating Market Abuse in Crypto Assets. Governance and Control of Data and Digital Economy in the European Single Market, 285.

87.Benson, V., Turksen, U., & Adamyk, B. (2024). Dark side of decentralised finance: a call for enhanced AML regulation based on use cases of illicit activities. Journal of Financial Regulation and Compliance, 32(1), 80-97. https://doi.org/10.1108/JFRC-04-2023-0065

88.Laborda, J., Laborda, R., & de la Cruz, J. (2024). Can ETFs affect US financial stability? A quantile cointegration analysis. Financial Innovation, 10(1), 64.

89.Olabanji, S. O., Oladoyinbo, T. O., Asonze, C. U., Adigwe, C. S., Okunleye, O. J., & Olaniyi, O. O. (2024). Leveraging fintech compliance to mitigate cryptocurrency volatility for secure us employee retirement benefits: Bitcoin ETF case study. Available at SSRN 4739190.

90.Moloney, N. (2023). EU financial market regulation a decade from the financial-crisis-era reforms: crisis, uncertainty, and capacity. Yearbook of European Law, 42, 169-209. https://doi.org/10.1093/yel/yead008

91.Strucks, M. (2025). Through the Lens: Myopic Financial Decisions (Doctoral dissertation, Nijmegen: Radboud University Press). https://doi.org/10.54195/9789465150062

92.Tong, J. Y., & Zhang, F. F. (2024). Do capital markets punish managerial myopia? Evidence from myopic research and development cuts. Journal of Financial and Quantitative Analysis, 59(2), 596-625. https://doi.org/10.1017/S0022109023001205

93.Geng, H., Zhang, C., & Zhou, F. S. (2023). Financial reporting quality and myopic investments: Theory and evidence. The Accounting Review, 98(6), 223-251. https://doi.org/10.2308/TAR-2021-0380

94.Maggetti, M. (2024). Regulation in practice: The de facto independence of regulatory agencies. ECPR press.

95.Carapella, F., Dumas, E., Gerszten, J., Swem, N., & Wall, L. D. (2022). Decentralized finance (DeFi): transformative potential and associated risks. FRB Atlanta Policy Hub Paper, (2022-14). https://doi.org/10.29338/ph2022-14

96.Wang, D., Wu, S., Lin, Z., Wu, L., Yuan, X., Zhou, Y., ... & Ren, K. (2021, May). Towards a first step to understand flash loan and its applications in defi ecosystem. In Proceedings of the Ninth International Workshop on Security in Blockchain and Cloud Computing (pp. 23-28). https://doi.org/10.1145/3457977.3460301

97.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

98.Makarov, I., & Schoar, A. (2022). Cryptocurrencies and decentralized finance (DeFi). Brookings Papers on Economic Activity, 2022(1), 141-215. https://dx.doi.org/10.1353/eca.2022.0014

99.Begenau, J., & Landvoigt, T. (2022). Financial regulation in a quantitative model of the modern banking system. The Review of Economic Studies, 89(4), 1748-1784. https://doi.org/10.1093/restud/rdab088

100.Behn, M., Haselmann, R., & Vig, V. (2022). The limits of model‐based regulation. The Journal of Finance, 77(3), 1635-1684. https://doi.org/10.1111/jofi.13124

101.Murinde, V., Rizopoulos, E., & Zachariadis, M. (2022). The impact of the FinTech revolution on the future of banking: Opportunities and risks. International review of financial analysis, 81, 102103. https://doi.org/10.1016/j.irfa.2022.102103

102.Wang, C., Deng, X., Wang, D., & Pan, X. (2024). Financial regulation, financing constraints, and enterprise innovation performance. International Review of Financial Analysis, 95, 103387. https://doi.org/10.1016/j.irfa.2024.103387

103.Broby, D. (2021). Financial technology and the future of banking. Financial Innovation, 7(1), 47. https://doi.org/10.1186/s40854-021-00264-y

104.Chiu, I. H. (2021). Regulating the crypto economy: business transformations and financialisation. Bloomsbury Publishing.

105.Bhambhwani, S. M., & Huang, A. H. (2024). Auditing decentralized finance. The British Accounting Review, 56(2), 101270. https://doi.org/10.1016/j.bar.2023.101270

106.Zhang, X. (2024). Machine learning insights into digital payment behaviors and fraud prediction. Applied and Computational Engineering, 77, 203-209.

107.Allioui, H., & Mourdi, Y. (2023). Exploring the full potentials of IoT for better financial growth and stability: A comprehensive survey. Sensors, 23(19), 8015. https://doi.org/10.3390/s23198015

108.Langley, P., & Leyshon, A. (2021). The platform political economy of FinTech: Reintermediation, consolidation and capitalisation. New political economy, 26(3), 376-388. https://doi.org/10.1080/13563467.2020.1766432

109.Song, H., Li, M., & Yu, K. (2021). Big data analytics in digital platforms: how do financial service providers customise supply chain finance?. International Journal of Operations & Production Management, 41(4), 410-435. https://doi.org/10.1108/IJOPM-07-2020-0485

110.Dell’Erba, M., & Ferrarini, G. (2024). ESG & executive remuneration in Europe. European Business Organization Law Review, 25(3), 439-479. https://doi.org/10.1007/s40804-024-00318-5

111.Alessi, L., Guagliano, C., Linciano, N., & Soccorso, P. (2022). Sustainable growth in the European framework and the role of finance. In Information as a driver of sustainable finance: The European regulatory framework (pp. 7-38). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-93768-3_2

112.Ante, L. (2021). Smart contracts on the blockchain–A bibliometric analysis and review. Telematics and Informatics, 57, 101519. https://doi.org/10.1016/j.tele.2020.101519

113.Wang, S., Yuan, Y., Wang, X., Li, J., Qin, R., & Wang, F. Y. (2018, June). An overview of smart contract: architecture, applications, and future trends. In 2018 IEEE intelligent vehicles symposium (IV) (pp. 108-113). IEEE. DOI: 10.1109/IVS.2018.8500488

114.Mazlan, F., Omar, N. F., Mohd, N. N. M. S. N., & Zainuddin, A. A. (2025). Comprehensive insights into smart contracts: Architecture, sectoral applications, security analysis, and legal frameworks. Journal of Informatics and Web Engineering, 4(1), 1-17. https://doi.org/10.33093/jiwe.2025.4.1.1

115.He, D., Wu, R., Li, X., Chan, S., & Guizani, M. (2023). Detection of vulnerabilities of blockchain smart contracts. IEEE Internet of Things Journal, 10(14), 12178-12185. DOI: 10.1109/JIOT.2023.3241544

116.Peng, K., Li, M., Huang, H., Wang, C., Wan, S., & Choo, K. K. R. (2021). Security challenges and opportunities for smart contracts in Internet of Things: A survey. IEEE Internet of Things Journal, 8(15), 12004-12020. DOI: 10.1109/JIOT.2021.3074544

117.Allen, D. W., & Lane, A. M. (2023). Smart Contracts as Private Governance Tools. Available at SSRN 4598625. http://dx.doi.org/10.2139/ssrn.4598625

118.Fuda, K. (2025). The evolution of financial regulation and the role of the monetary authority of Singapore: a historical analysis based on organizational knowledge creation theory. Management & Organizational History, 20(1), 130-152. https://doi.org/10.1080/17449359.2024.2441925

119.Ciocănel, A., Wallace, A., Beer, D., Cussens, J., & Burrows, R. (2024). Open Banking and data reassurance: the case of tenant referencing in the UK. Information, Communication & Society, 27(9), 1810-1825. https://doi.org/10.1080/1369118X.2024.2310481

120.Iyelolu, T. V., Agu, E. E., Idemudia, C., & Ijomah, T. I. (2024). Legal innovations in FinTech: Advancing financial services through regulatory reform. Finance & Accounting Research Journal, 6(8), 1310-1319. DOI: 10.51594/farj.v6i8.1374

121.Purba, R., Umar, H., Siregar, O. K., & Aulia, F. (2023). Supervision of Village Financial Management: will it be in Parallel with the Development of Village Officials?(a Study of North Sumatra Province). Journal of Law and Sustainable Development, 11(12), e1930-e1930. https://doi.org/10.55908/sdgs.v11i12.1930

122.Bisht, D., Singh, R., Gehlot, A., Akram, S. V., Singh, A., Montero, E. C., ... & Twala, B. (2022). Imperative role of integrating digitalization in the firms finance: A technological perspective. Electronics, 11(19), 3252. https://doi.org/10.3390/electronics11193252

123.Brown, E., & Piroska, D. (2022). Governing fintech and fintech as governance: The regulatory sandbox, riskwashing, and disruptive social classification. New Political Economy, 27(1), 19-32.

124.Asimakopoulos, P., Asimakopoulos, S., & Li, X. (2024). The combined effects of economic policy uncertainty and environmental, social, and governance ratings on leverage. The European Journal of Finance, 30(7), 673-695. https://doi.org/10.1080/1351847X.2022.2150559

125.Curcio, D., Gianfrancesco, I., Onorato, G., & Vioto, D. (2024). Do ESG scores affect financial systemic risk? Evidence from European banks and insurers. Research in International Business and Finance, 69, 102251. https://doi.org/10.1016/j.ribaf.2024.102251

126.Pacelli, V., Pampurini, F., & Quaranta, A. G. (2023). Environmental, Social and Governance investing: Does rating matter?. Business Strategy and the Environment, 32(1), 30-41. https://doi.org/10.1002/bse.3116

127.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, 102552. https://doi.org/10.1016/j.jimonfin.2021.102552

128.Lorenz, G. (2024). Regulating decentralized financial technology: A qualitative study on the challenges of regulating DeFi with a focus on embedded supervision. Stan. J. Blockchain L. & Pol'y, 7, 136.

129.Kochergin, D. (2022). Crypto-assets: Economic nature, classification and regulation of turnover. International organisations research journal, 17(3), 75-130. doi:10.17323/1996-7845-2022-03-04

130.Bello, O. A., & Olufemi, K. (2024). Artificial intelligence in fraud prevention: Exploring techniques and applications challenges and opportunities. Computer science & IT research journal, 5(6), 1505-1520. DOI: 10.51594/csitrj.v5i6.1252

131.Joshi, S. (2025). Advancing innovation in financial stability: A comprehensive review of ai agent frameworks, challenges and applications. World Journal of Advanced Engineering Technology and Sciences, 14(2), 117-126. https://doi.org/10.30574/wjaets.2025.14.2.0071

132.Nguyen Thanh, B., Son, H. X., & Vo, D. T. H. (2024). Blockchain: the economic and financial institution for autonomous AI?. Journal of Risk and Financial Management, 17(2), 54. https://doi.org/10.3390/jrfm17020054

133.Nica, I., Delcea, C., & Chiriță, N. (2024). Mathematical Patterns in Fuzzy Logic and Artificial Intelligence for Financial Analysis: A Bibliometric Study. Mathematics, 12(5), 782. https://doi.org/10.3390/math12050782

134.Bhumichai, D., Smiliotopoulos, C., Benton, R., Kambourakis, G., & Damopoulos, D. (2024). The convergence of artificial intelligence and blockchain: The state of play and the road ahead. Information, 15(5), 268. https://doi.org/10.3390/info15050268

135.Ahmed, I., Zhang, Y., Jeon, G., Lin, W., Khosravi, M. R., & Qi, L. (2022). A blockchain‐and artificial intelligence‐enabled smart IoT framework for sustainable city. International Journal of Intelligent Systems, 37(9), 6493-6507. https://doi.org/10.1002/int.22852

136.Wang, Z., Li, M., Lu, J., & Cheng, X. (2022). Business Innovation based on artificial intelligence and Blockchain technology. Information Processing & Management, 59(1), 102759. https://doi.org/10.1016/j.ipm.2021.102759

137.Tyagi, A. K. (2024). Engineering applications of blockchain in this smart era. In Enhancing Medical Imaging with Emerging Technologies (pp. 180-196). IGI Global. DOI: 10.4018/979-8-3693-5261-8.ch011

138.Jerab, D. (2025). An Overview of Complexity Theory and Characteristics of Complex Adaptive Systems. Available at SSRN 5094533. http://dx.doi.org/10.2139/ssrn.5094533

139.Lo, A. W., & Zhang, R. (2024). The adaptive markets hypothesis: An evolutionary approach to understanding financial system dynamics. Oxford University Press.

140.Zhu, Y., Yu, K., Wei, M., Pu, Y., & Wang, Z. (2024). AI-Enhanced Administrative Prosecutorial Supervision in Financial Big Data: New Concepts and Functions for the Digital Era. Journal of Advanced Computing Systems, 4(5), 10-26. https://doi.org/10.69987/JACS.2024.40502

141.Chaliasos, S., Charalambous, M. A., Zhou, L., Galanopoulou, R., Gervais, A., Mitropoulos, D., & Livshits, B. (2024, February). Smart contract and defi security tools: Do they meet the needs of practitioners?. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (pp. 1-13). https://doi.org/10.1145/3597503.3623302

142.Boudiaf, I. A., Frieden, I., & Scheicher, M. (2024). The market liquidity of interest rate swaps. Journal of Financial Market Infrastructures. DOI: 10.21314/JFMI.2024.005

143.Khan, T., Emon, M. M. H., Rahman, M. A., Hamid, A. B. A., & Yaakub, N. I. (2025). Bridging the gap: Realizing GreenTech potential. In AI and green technology applications in society (pp. 91-122). IGI Global Scientific Publishing. DOI: 10.4018/979-8-3693-9879-1.ch004

144.Balboa, E., Ladesma, M., & Manguerra, A. N. (2024). Digital financing innovations and their impact on the financial performance of smes in the digital economy era. JMM17: Jurnal Ilmu ekonomi dan manajemen, 11(1), 88-98. https://doi.org/10.30996/jmm17.v11i1.10879

145.Weerawarna, R., Miah, S. J., & Shao, X. (2023). Emerging advances of blockchain technology in finance: a content analysis. Personal and Ubiquitous Computing, 27(4), 1495-1508. https://doi.org/10.1007/s00779-023-01712-5

146.Abeysekera, I. (2021). Intellectual capital and knowledge management research towards value creation. From the past to the future. Journal of Risk and Financial Management, 14(6), 238. https://doi.org/10.3390/jrfm14060238

147.Challoumis, C. (2024a, November). the landscape of AI in Finance. In XVII International Scientific Conference (pp. 109-144).

148.Alon-Barkat, S., & Busuioc, M. (2023). Human–AI interactions in public sector decision making:“automation bias” and “selective adherence” to algorithmic advice. Journal of Public Administration Research and Theory, 33(1), 153-169. https://doi.org/10.1093/jopart/muac007

149.Leyer, M., & Schneider, S. (2021). Decision augmentation and automation with artificial intelligence: threat or opportunity for managers?. Business Horizons, 64(5), 711-724. https://doi.org/10.1016/j.bushor.2021.02.026

150.Bányai, A., Tatay, T., Thalmeiner, G., & Pataki, L. (2024). The Impact of Rebalancing Strategies on ETF Portfolio Performance. Journal of Risk and Financial Management, 17(12), 533. https://doi.org/10.3390/jrfm17120533

151.Nahar, J., Rahaman, M. A., Alauddin, M., & Rozony, F. Z. (2024). Big Data in Credit Risk Management: A Systematic Review Of Transformative Practices And Future Directions. International Journal of Management Information Systems and Data Science, 1(04), 68-79. Doi: 10.62304/ijmisds.v1i04.196

152.Goutte, S., Le, H. V., Liu, F., & Von Mettenheim, H. J. (2023). Deep learning and technical analysis in cryptocurrency market. Finance Research Letters, 54, 103809. https://doi.org/10.1016/j.frl.2023.103809

153.Candrian, C., & Scherer, A. (2022). Rise of the machines: Delegating decisions to autonomous AI. Computers in Human Behavior, 134, 107308. https://doi.org/10.1016/j.chb.2022.107308

154.Sharma, M., & Shekhawat, H. S. (2022). Portfolio optimization and return prediction by integrating modified deep belief network and recurrent neural network. Knowledge-Based Systems, 250, 109024. https://doi.org/10.1016/j.knosys.2022.109024

155.Milana, C., & Ashta, A. (2021). Artificial intelligence techniques in finance and financial markets: a survey of the literature. Strategic Change, 30(3), 189-209. https://doi.org/10.1002/jsc.2403

156.Addy, W. A., Ugochukwu, C. E., Oyewole, A. T., Ofodile, O. C., Adeoye, O. B., & Okoye, C. C. (2024b). Predictive analytics in credit risk management for banks: A comprehensive review. GSC Advanced Research and Reviews, 18(2), 434-449.

157.Challoumis, C. (2024b, October). UNDERSTANDING THE CYCLE OF MONEY-HOW AI IS SHAPING FINANCIAL DYNAMICS. In XVI International Scientific Conference (pp. 55-78).

158.Min, B. H., & Borch, C. (2022). Systemic failures and organizational risk management in algorithmic trading: Normal accidents and high reliability in financial markets. Social studies of science, 52(2), 277-302. https://doi.org/10.1177/03063127211048515

159.Hendershott, T., Zhang, X., Zhao, J. L., & Zheng, Z. (2021). FinTech as a game changer: Overview of research frontiers. Information Systems Research, 32(1), 1-17. https://doi.org/10.1287/isre.2021.0997

160.Garcia-Teruel, R. M., & Simón-Moreno, H. (2021). The digital tokenization of property rights. A comparative perspective. Computer Law & Security Review, 41, 105543. https://doi.org/10.1016/j.clsr.2021.105543

161.Baum, A. (2021). Tokenization—The future of real estate investment. The Journal of Portfolio Management, 47(10), 41-61. DOI: 10.3905/jpm.2021.1.260

162.Serafeim, G., & Yoon, A. S. (2022). Understanding the business relevance of ESG issues. Journal of Financial Reporting, 7(2), 207-212. https://doi.org/10.2308/JFR-2022-010

163.Adamyk, B., Benson, V., Adamyk, O., & Liashenko, O. (2025). Risk Management in DeFi: Analyses of the Innovative Tools and Platforms for Tracking DeFi Transactions. Journal of Risk and Financial Management, 18(1), 38. https://doi.org/10.3390/jrfm18010038

164.Kaur, G., Habibi Lashkari, A., Sharafaldin, I., & Habibi Lashkari, Z. (2023). Smart contracts and defi security and threats. In Understanding cybersecurity management in decentralized finance: Challenges, strategies, and trends (pp. 91-111). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-23340-1_5

165.John, K., Kogan, L., & Saleh, F. (2023). Smart contracts and decentralized finance. Annual Review of Financial Economics, 15(1), 523-542. https://doi.org/10.1146/annurev-financial-110921-022806

166.Kirli, D., Couraud, B., Robu, V., Salgado-Bravo, M., Norbu, S., Andoni, M., ... & Kiprakis, A. (2022). Smart contracts in energy systems: A systematic review of fundamental approaches and implementations. Renewable and Sustainable Energy Reviews, 158, 112013. https://doi.org/10.1016/j.rser.2021.112013

167.Hamledari, H., & Fischer, M. (2021). Role of blockchain-enabled smart contracts in automating construction progress payments. Journal of legal affairs and dispute resolution in engineering and construction, 13(1), 04520038. https://doi.org/10.1061/(ASCE)LA.1943-4170.0000442

168.Xu, Z., Zhu, T., Luo, F. L., Zhang, B., Poon, H., Yip, W. S., & To, S. (2024). A review: Insight into smart and sustainable ultra-precision machining augmented by intelligent IoT. Journal of Manufacturing Systems, 74, 233-251. https://doi.org/10.1016/j.jmsy.2024.03.008

169.168Cong, L. W., Prasad, E. S., & Rabetti, D. (2025). Financial and informational integration through oracle networks (No. w33639). National Bureau of Economic Research. DOI 10.3386/w33639

170.Deng, X., Beillahi, S. M., Minwalla, C., Du, H., Veneris, A., & Long, F. (2024, April). Safeguarding defi smart contracts against oracle deviations. In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering (pp. 1-12). https://doi.org/10.1145/3597503.3639225

171.Caldarelli, G., & Ellul, J. (2021). The blockchain oracle problem in decentralized finance—a multivocal approach. Applied Sciences, 11(16), 7572. https://doi.org/10.3390/app11167572

172.Santos, J. (2025). Emerging Paradigms in Non-Profit Governance: A Comprehensive Analysis of Disruptive Innovations. In New Trends for the Governance of Non-Profit Organizations (pp. 1-86). IGI Global Scientific Publishing. DOI: 10.4018/979-8-3693-3723-3.ch001

173.Chen, X., Cheng, Q., & Luo, T. (2024). The economic value of blockchain applications: Early evidence from asset-backed securities. Management Science, 70(1), 439-463. https://doi.org/10.1287/mnsc.2023.4671

174.Liu, Y., He, J., Li, X., Chen, J., Liu, X., Peng, S., ... & Wang, Y. (2024). An overview of blockchain smart contract execution mechanism. Journal of Industrial Information Integration, 100674. https://doi.org/10.1016/j.jii.2024.100674

175.Aben, T. A., van der Valk, W., Roehrich, J. K., & Selviaridis, K. (2021). Managing information asymmetry in public–private relationships undergoing a digital transformation: the role of contractual and relational governance. International Journal of Operations & Production Management, 41(7), 1145-1191. https://doi.org/10.1108/IJOPM-09-2020-0675

176.Brunnermeier, M., Farhi, E., Koijen, R. S., Krishnamurthy, A., Ludvigson, S. C., Lustig, H., ... & Piazzesi, M. (2021). Perspectives on the future of asset pricing. The review of financial studies, 34(4), 2126-2160. https://doi.org/10.1093/rfs/hhaa129

Downloads

Published

2025-04-28

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Issue

Section

Articles

How to Cite

Systemic Risks of Sophisticated Financial Products: A Critical Review of Post-2008 Innovations and the Impacts on Global Markets. (2025). Journal of International Financial Trends, 1(1), 1-17. https://doi.org/10.55578/jift.2504.001