Financial Risk Prediction and Management of Enterprises Based on Financial Big Data

Authors

  • Yingkai Ma

DOI:

https://doi.org/10.54097/hbem.v18i.12680

Keywords:

Big Data, Financial Risk, Financial Big Data.

Abstract

With the financial globalization, the data management mode of the financial industry has shifted from data sets to multi-service integration, and the construction of data centers in the financial industry has also been rapidly launched around the needs of business development. Therefore, financial enterprises need a lot of data analysis as the basis for decision-making. It is necessary to conduct more in-depth exploration and research on how to effectively integrate BD(big data) with diverse structures in the financial field, realize efficient data collection, and improve data processing efficiency. In the BD environment, how to use big financial BD technology to prevent financial risks in financial audit has become a widespread concern. This paper expounds the era of BD and its characteristics, and puts forward how to build a data platform for enterprise financial risk prediction and how to collect, manage and analyze data under the background of BD, in order to put forward feasible suggestions for financial audit on how to prevent financial risks under the background of BD.

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References

Wagstaff, A., & Lindelow, M. (2008). Can insurance increase financial risk?. Journal of Health Economics, 27(4), 990-1005.

Oikonomou, L., Brooks, C., & Pavelin, S. (2012). The impact of corporate social performance on financial risk and utility: a longitudinal analysis. Financial Management, 41(2), 483-515.

Best, J. (2010). The limits of financial risk management: or what we didn't learn from the asian crisis. New Political Economy, 15(1), 29-49.

Helwege, J. (2010). Financial firm bankruptcy and systemic risk. Journal of International Financial Markets Institutions and Money, 20(1), 1-12.

Bouvard, M., Chaigneau, P., & De Motta, A. (2015). Transparency in the financial system: rollover risk and crises. Journal of Finance, 70(4), 1805-1837.

Hellwig, M. F. (2010). Financial intermediation with risk aversion. Review of Economic Studies, 67(4), 719-742.

Fernandez, J. L., & Forder, J. (2010). Equity, efficiency, and financial risk of alternative arrangements for funding long-term care systems in an ageing society. Oxford Review of Economic Policy, volume 26(4), 713-733.

Lee, J. E. R., Rao, S., Nass, C., Forssell, K., & John, J. M. (2012). When do online shoppers appreciate security enhancement efforts? effects of financial risk and security level on evaluations of customer authentication. International Journal of Human - Computer Studies, 70(5), 364-376.

Cotter, J., & Dowd, K. (2010). Estimating financial risk measures for futures positions: a non-parametric approach. Journal of Futures Markets, 30(7), 689-703.

Katarina, V., Tomas, K., Lucia, S., & Peter, A. (2018). Financial risk measurement and prediction modelling for sustainable development of business entities using regression analysis. Sustainability, 10(7), 2144.

Katarzyna Sekcińska, Jaworska, D., Rudzinska-Wojciechowska, J., & Kusev, P. (2023). The effects of activating gender-related social roles on financial risk-taking. Experimental Psychology, 70(1), 40-50.

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Published

15-10-2023

How to Cite

Ma, Y. (2023). Financial Risk Prediction and Management of Enterprises Based on Financial Big Data. Highlights in Business, Economics and Management, 18, 324-328. https://doi.org/10.54097/hbem.v18i.12680