Narrow Your Choices

Refine By Topic

Refine By Series

Refine By Language

Refine By Date

—

Refine By IMF Taxonomy

Refine By JEL Taxonomy

Refine by LOC Taxonomy

Refine By THEMA Taxonomy

  • Print
  • Save

Middle East and Central Asia > Qatar

You are looking at 1 - 5 of 5 items for :

  • Type: Journal Issue x
  • Central Banks and Their Policies x
Clear All Modify Search
Cover Global Financial Stability Report, October 2024
Global Financial Stability Report, October 2024
Steadying the Course: Uncertainty, Artificial Intelligence, and Financial Stability
International Monetary Fund. Monetary and Capital Markets Department

Abstract

Chapter 1 shows that although near-term financial stability risks have remained contained, mounting vulnerabilities could worsen future downside risks by amplifying shocks, which have become more probable because of the widening disconnect between elevated economic uncertainty and low financial volatility. Chapter 2 presents evidence that high macroeconomic uncertainty can threaten macrofinancial stability by exacerbating downside tail risks to markets, credit supply, and GDP growth. These relationships are stronger when debt vulnerabilities are elevated, or financial market volatility is low (during episodes of a macro-market disconnect). Chapter 3 assesses recent developments in AI and Generative AI and their implications for capital markets. It presents new analytical work and results from a global outreach to market participants and regulators, delineates potential benefits and risks that may arise from the widespread adoption of these new technologies, and makes suggestions for policy responses.

Keywords:
financial stability; vulnerabilities; uncertainty; risk; artificial intelligence; capital markets; tail risk; uncertainty index; monetary policy; mortgage rate; market liquidity risk; fiscal policy uncertainty; Emerging and frontier financial markets; Financial sector stability; Sovereign bonds; Credit; Global; Middle East; Europe; Central and Eastern Europe; South America
Cover IMF Working Papers
Predicting the Law: Artificial Intelligence Findings from the IMF’s Central Bank Legislation Database
Khaled AlAjmi
,
Jose Deodoro
,
Mr. Ashraf Khan
, and
Kei Moriya
Using the 2010, 2015, and 2020/2021 datasets of the IMF’s Central Bank Legislation Database (CBLD), we explore artificial intelligence (AI) and machine learning (ML) approaches to analyzing patterns in central bank legislation. Our findings highlight that: (i) a simple Naïve Bayes algorithm can link CBLD search categories with a significant and increasing level of accuracy to specific articles and phrases in articles in laws (i.e., predict search classification); (ii) specific patterns or themes emerge across central bank legislation (most notably, on central bank governance, central bank policy and operations, and central bank stakeholders and transparency); and (iii) other AI/ML approaches yield interesting results, meriting further research.
Keywords:
central bank legislation; central banking; artificial intelligence; machine learning; Bayesian algorithm; Boolean algorithm; central bank governance; law and economics; ML approach; IMF central bank transparency code; IMF Central Bank Legislation Database; capital markets Department; approaches to analyzing pattern; CBLD data flow; Central bank autonomy; Central bank transparency; Global
Cover IMF Working Papers
Macroprudential Policy and Financial Stability in the Arab Region
Mr. Ananthakrishnan Prasad
,
Heba Abdel Monem
, and
Pilar Garcia Martinez
Several characteristics of the structure of the Arab economies, their economic policy framework, and their banking systems make macroprudential policy a particular relevant tool. For most oil exporters, heavy reliance on the extractive sector for generating fiscal revenues and export earnings translates into increased vulnerabilities to oil price shocks. In the case of oil importers, relatively small external and fiscal buffers make them highly vulnerable to shocks. This paper discusses the experience of Arab countries in implementing macroprudential policies and contains recommendations to strengthen their macroprudential framework.
Keywords:
WP; capital market; banking sector; legal reserve; price index; liquidity window; market cap; private sector; Macroprudential policy; systemic risk; credit; financial stability; a number of central banks; supervisory function; countries central banks; liquidity level; monetary policy independence; liquidity regulation; capital market authority; FX loan; Financial sector stability; Macroprudential policy instruments; Global
Cover IMF Working Papers
Monetary Operations and Islamic Banking in the GCC: Challenges and Options
Ms. Ritu Basu
,
Mr. Ananthakrishnan Prasad
, and
Mr. Sergio L. Rodriguez
The assessment provides evidence of market segmentation across Islamic and conventional banks in the Gulf Cooperation Council (GCC), leading to excess liquidity, and an uneven playing field for Islamic banks that might affect their growth. Liquidiy management has been a long-standing concern in the global Islamic finance industry as there is a general lack of Shari’ah compliant instruments than can serve as high-quality short-term liquid assets. The degree of segmentation and bank behavior varies across countries depending on Shari’ah permissibility and the availability of Shari’ah-compliant instruments. A partial response would be to support efforts to build Islamic liquid interbank and money markets, which are crucial for monetary policy transmission through the Islamic financial system.This can be achieved, to a large extent, by deepening Islamic government securities and developing Shari’ah-compliant money market instruments.
Keywords:
WP; bank; central bank; asset; market; liquid asset; Islamic Banking; GCC; Monetary Operations; conventional bank; participation paper; banking assets; Omani bank; asset share; banks ratio; return on assets; Money markets; Islamic finance; Liquidity management; Global
Cover Staff Discussion Notes
Macroprudential Policy in the GCC Countries
Ms. Zsofia Arvai
,
Mr. Ananthakrishnan Prasad
, and
Mr. Kentaro Katayama
As undiversified commodity exporters, GCC economies are prone to pro-cyclical systemic risk in the financial system. During periods of high hydrocarbon prices, favorable economic prospects make the financial sector keen to lend, leading to higher domestic credit growth and easier access to external financing. Fiscal policy is a very important tool for macroeconomic management, but due to the significant time lags and expenditure rigidities, it has not been a flexible enough tool to prevent credit booms and the build-up of systemic risk in the GCC. This, together with limited monetary policy independence because of the pegged exchange rate, means that macro-prudential policy has a particularly important role in limiting systemic risk in the financial system. This importance is reinforced by the underdeveloped financial markets in the region that provide limited risk management tools and shortcomings in crisis resolution frameworks. This paper will discuss the importance of macro-prudential policy in the GCC countries, look at the experience with macro-prudential policies in the boom/bust cycle in the second half of the 2000s, and use the broad frameworks being developed in the Fund and elsewhere to discuss ways existing frameworks and policy toolkits in the region can be strengthened given the characteristics of the GCC economies.
Keywords:
SDN; GCC country; GCC Financial; lending; bank; market; Macroprudential policy; systemic risk; credit; financial stability; GCC economy; GCC regulator; GCC bank; GCC authorities; fixed income; Financial sector stability; Macroprudential policy instruments; Global