Middle East and Central Asia > Jordan

You are looking at 1 - 8 of 8 items for :

  • Type: Journal Issue x
  • Financial risk management x
Clear All Modify Search
International Monetary Fund. Middle East and Central Asia Dept.
The International Monetary Fund (IMF)’s Middle East Regional Technical Assistance Center (METAC) is currently assisting the Central Bank of Jordan (CBJ) in enhancing its risk-based supervision through the development of a Supervisory Review and Evaluation SRP framework inspired from European Central Bank (ECB) methodology. The Technical Assistance TA mission is part of a multi-step medium-term project. The TA mission aimed to design, in coordination with CBJ, a progressive multi-step roadmap defining the major milestones for a full implementation of SRP. The mission noted that several dimensions should be taken into consideration when implementing the SRP, most notably bridging the data gap by building a fully-fledged supervisory risk database through a dedicated IT project, assessing whether the current organization of the Banking Supervisory Department should be adjusted, and progressively cover all material sources of risks in the SRP.
Mr. Ernesto Ramirez Rigo
,
Christine J. Richmond
,
Oluremi Akin Olugbade
,
Gareth Anderson
,
Maria Atamanchuk
,
Mr. Hatim Bukhari
,
Iacovos Ioannou
,
Deeksha Kale
,
Tannous Kass-Hanna
,
Mr. Maximilien Queyranne
,
Wei Shi
, and
Joyce Wong
Prior to the COVID-19 shock, the key challenge facing policymakers in the Middle East, North Africa, and Central Asia region was how to generate strong, sustainable, job-rich, inclusive growth. Post-COVID-19, this challenge has only grown given the additional reduction in fiscal space due to the crisis and the increased need to support the recovery. The sizable state-owned enterprise (SOE) footprint in the region, together with its cost to the government, call for revisiting the SOE sector to help open fiscal space and look for growth opportunities.
Mr. Ernesto Ramirez Rigo
,
Christine J. Richmond
,
Oluremi Akin Olugbade
,
Gareth Anderson
,
Maria Atamanchuk
,
Mr. Hatim Bukhari
,
Iacovos Ioannou
,
Deeksha Kale
,
Tannous Kass-Hanna
,
Mr. Maximilien Queyranne
,
Wei Shi
, and
Joyce Wong
Prior to the COVID-19 shock, the key challenge facing policymakers in the Middle East, North Africa, and Central Asia region was how to generate strong, sustainable, job-rich, inclusive growth. Post-COVID-19, this challenge has only grown given the additional reduction in fiscal space due to the crisis and the increased need to support the recovery. The sizable state-owned enterprise (SOE) footprint in the region, together with its cost to the government, call for revisiting the SOE sector to help open fiscal space and look for growth opportunities.
Mr. Ernesto Ramirez Rigo
,
Christine J. Richmond
,
Oluremi Akin Olugbade
,
Gareth Anderson
,
Maria Atamanchuk
,
Mr. Hatim Bukhari
,
Iacovos Ioannou
,
Deeksha Kale
,
Tannous Kass-Hanna
,
Mr. Maximilien Queyranne
,
Wei Shi
, and
Joyce Wong
Prior to the COVID-19 shock, the key challenge facing policymakers in the Middle East, North Africa, and Central Asia region was how to generate strong, sustainable, job-rich, inclusive growth. Post-COVID-19, this challenge has only grown given the additional reduction in fiscal space due to the crisis and the increased need to support the recovery. The sizable state-owned enterprise (SOE) footprint in the region, together with its cost to the government, call for revisiting the SOE sector to help open fiscal space and look for growth opportunities.
International Monetary Fund. Middle East and Central Asia Dept.

Abstract

Countries in the Middle East, North Africa, Afghanistan, and Pakistan (MENAP) region and those in the Caucasus and Central Asia (CCA) responded to the COVID-19 pandemic with swift and stringent measures to mitigate its spread and impact but continue to face an uncertain and difficult environment. Oil exporters were particularly hard hit by a “double-whammy” of the economic impact of lockdowns and the resulting sharp decline in oil demand and prices. Containing the health crisis, cushioning income losses, and expanding social spending remain immediate priorities. However, governments must also begin to lay the groundwork for recovery and rebuilding stronger, including by addressing legacies from the crisis and strengthening inclusion.

Majid Bazarbash
Recent advances in digital technology and big data have allowed FinTech (financial technology) lending to emerge as a potentially promising solution to reduce the cost of credit and increase financial inclusion. However, machine learning (ML) methods that lie at the heart of FinTech credit have remained largely a black box for the nontechnical audience. This paper contributes to the literature by discussing potential strengths and weaknesses of ML-based credit assessment through (1) presenting core ideas and the most common techniques in ML for the nontechnical audience; and (2) discussing the fundamental challenges in credit risk analysis. FinTech credit has the potential to enhance financial inclusion and outperform traditional credit scoring by (1) leveraging nontraditional data sources to improve the assessment of the borrower’s track record; (2) appraising collateral value; (3) forecasting income prospects; and (4) predicting changes in general conditions. However, because of the central role of data in ML-based analysis, data relevance should be ensured, especially in situations when a deep structural change occurs, when borrowers could counterfeit certain indicators, and when agency problems arising from information asymmetry could not be resolved. To avoid digital financial exclusion and redlining, variables that trigger discrimination should not be used to assess credit rating.
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.
Mr. Serdar Sayan
Workers' remittances are often argued to have a tendency to move countercyclically with the GDP in recipient countries since migrant workers are expected to remit more during down cycles of economic activity back home. Yet, how much to remit is a complex decision involving other factors, and different variables driving remittance behavior are differently affected by the state of economic activity over the business cycle. This paper investigates the behavior of workers' remittances flows into 12 developing countries over their respective business cycles during 1976-2003 and finds that countercyclicality of receipts is not commonly observed across these countries.