Oxford Brookes University
336
Since the COVID-19 pandemic, the global macroeconomic landscape has been characterized by a high level of uncertainty. The purpose of the work is to study the role of accounting risk assessment in ensuring the macroeconomic stability of markets. To achieve this goal, structural, functional and theoretical research methods were used: analysis, generalization and synthesis of literature in the field of accounting and finance. The study analyzed the macroeconomic uncertainty that may affect macro-financial stability. It is noted that financial variables may not fully cover macroeconomic uncertainty, therefore, in order to assess macrofinancial stability, accountants need to consider them as part of a systemic risk assessment and tail risk forecasting for markets and economic activity. To assess the relationship between macroeconomic uncertainty and the risks of deterioration in future production, accountants can use the extended GaR model using artificial intelligence methods. In conclusion, it is noted that high uncertainty regarding economic fundamentals and policies increases the risks of reducing future real GDP growth, stock and bond market returns, and bank lending, so it is important for accountants to conduct a competent risk assessment, including using machine learning models that improve the predictive ability of risk assessment frameworks.
macroeconomic uncertainty, macroeconomic stability of markets, economic indicators, risk assessment, measures of macroeconomic and financial uncertainty
1. Husted L., Rogers J., Sun B. Monetary Policy Uncertainty. Journal of Monetary Economics, 2020, vol. 115, pp. 20-36. DOI:https://doi.org/10.1016/j.jmoneco.2019.07.009
2. Dew-Becker I., Giglio S. Cross-Sectional Uncertainty and the Business Cycle: Evidence from 40 Years of Options Data. American Economic Journal: Macroeconomic, 2023, vol. 15, no. 2, pp. 65-96.
3. Fiscal Monitor by the International Monetary Fund: October 2024. International Monetary Fund. Available at: https://www.imf.org/en/Publications/FM/Issues/2024/10/23/fiscal-monitor-october-2024 (accessed 04.03.2024).
4. Kohler K., Bonizzi B., Kaltenbrunner A. Global financial uncertainty shocks and external monetary vulnerability: The role of dominance, exposure, and history. Journal of International Financial Markets, Institutions and Money, 2023, vol. 88: 101818. DOI:https://doi.org/10.1016/j.intfin.2023.101818
5. Gregoriou A., Nguyen B.D., Nguyen T.D., Le H., Hudson R. Economic policy uncertainty and cross-border mergers and acquisitions. International Review of Financial Analysis, 2021, vol. 78: 101911. DOI:https://doi.org/10.1016/j.irfa.2021.101911
6. Macro-financial stability frameworks and external financial conditions: Report submitted to the G20 Finance Ministers and Central Bank Governors. Bank for International Settlements, 2022, 20 p.
7. Bialkowski J., Dang H., Wei X. High Policy Uncertainty and Low Implied Market Volatility: An Academic Puzzle. Journal of Financial Econometrics, 2022, vol. 143, iss. 3, pp. 1185-1208. DOI:https://doi.org/10.1016/j.jfineco.2021.05.011
8. Busch M.O., Sánchez-Martínez J.M., Rodríguez-Martínez A., Montañez-Enríquez R., Martínez-Jaramillo S. Growth at risk: Methodology and applications in an open-source platform. Latin American Journal of Central Banking, 2022, vol. 3, iss. 3: 100068. DOI:https://doi.org/10.1016/j.latcb.2022.100068
9. Ludvigson S.C., Ma S., Ng S. Uncertainty and Business Cycles: Exogenous Impulse or Endogenous Response? American Economic Journal: Macroeconomics, 2021, vol. 13 , no. 4, pp. 369-410. DOI:https://doi.org/10.1257/mac.20190171
10. Goodell J.W., McGee R.J., McGroarty F. Election Uncertainty, Economic Policy Uncertainty and Financial Market Uncertainty: A Prediction Market Analysis. Journal of Banking & Finance, 2020, vol. 110: 105684. DOI:https://doi.org/10.1016/j.jbankfin.2019.105684
11. Nakajima J. The impact of macroeconomic uncertainty on the relationship between financial volatility and real economic activity. Applied Economics, 2023, vol. 56, no. 47, pp. 5591-5604. DOI:https://doi.org/10.1080/00036846.2023.2257039
12. Monetary and Capital Markets Department. Chapter 2: Macrofinancial Stability Amid High Global Economic Uncertainty. Global Financial Stability Report, International Monetary Fund. 2024. DOI:https://doi.org/10.5089/9798400277573.082.CH002
13. Wu J., Rasool Z., Ali S., Nazar R. Between policy swings and financial shockwaves: Asymmetric impact of economic policy uncertainty on financial stability in high-volatility nations. Socio-Economic Planning Sciences, 2024, vol. 95: 102000. DOI:https://doi.org/10.1016/j.seps.2024.102000
14. Dibiasi A., Sarferaz S. Measuring macroeconomic uncertainty: A cross-country analysis. European Economic Review, 2023, vol. 153: 104383. DOI:https://doi.org/10.1016/j.euroecorev.2023.104383
15. Xu Q., Liu S., Jiang C., Zhuo X. QRNN-MIDAS: A novel quantile regression neural network for mixed sampling frequency data. Neurocomputing, 2021, vol. 457, pp. 84-105. DOI:https://doi.org/10.1016/j.neucom.2021.06.006
16. Catalán M., Deghi A., Qureshi M.S. How High Economic Uncertainty May Threaten Global Financial Stability (2024). International Monetary Fund. Available at: https://www.imf.org/en/Blogs/Articles/2024/10/15/how-high-economic-uncertainty-may-threaten-global-financial-stability (accessed 04.03.2024).