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International Monetary Fund. Monetary and Capital Markets Department
The global central banking community is actively exploring Central Bank Digital Currencies (CBDCs), which may have a fundamental impact on both domestic and international economic and financial stability. Over 40 countries have approached the IMF to request assistance through CBDC capacity development (CD). Current IMF CBDC CD efforts have focused on facilitating peer learning and developing analytical underpinnings for staff advice to member countries. CD missions have aimed at helping country authorities answer questions about how to think about CBDCs. With more available country experiments and empirical evidence, IMF CD will evolve to provide increased value-added advice more tailored to country circumstances and more solidly anchored in empirical and analytical work, and strengthen synergies with surveillance. This paper sketches a multi-year strategy to address frequently asked questions related to CBDC and outlines the process for developing a CBDC Handbook which will document emerging lessons, analytical findings, and policy views. The paper (1) explains the IMF’s approach to CBDC CD; (2) summarizes member countries’ emerging questions and challenges regarding CBDC; and (3) introduces the CBDC Handbook by motivating its scope and elucidating its governance structure.
Nordine Abidi
,
Mehdi El Herradi
, and
Sahra Sakha
The COVID-19 pandemic has resulted in an unprecedented shock to firms with adverse consequences for existing productive capacities. At the same time, digitalization has increasingly been touted as a key pathway for mitigating economic losses from the pandemic, and we expect firms facing digital constraints to be less resilient to supply shocks. This paper uses firm-level data to investigate whether digitally-enabled firms have been able to mitigate economic losses arising from the pandemic better than digitally-constrained firms in the Middle East and Central Asia region using a difference-in-differences approach. Controlling for demand conditions, we find that digitally-enabled firms faced a lower decline in sales by about 4 percentage points during the pandemic compared to digitally-constrained firms, suggesting that digitalization acted as a hedge during the pandemic. Against this backdrop, our results suggest that policymakers need to close the digital gap and accelerate firms’ digital transformation. This will be essential for economies to bounce back from the pandemic, and build the foundations for future resilience.
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.
Asel Isakova
and
Francesco Luna
This paper considers various dimensions and sources of gender inequality and presents policies and best practices to address these. With women accounting for fifty percent of the global population, inclusive growth can only be achieved if it promotes gender equality. Despite recent progress, gender gaps remain across all stages of life, including before birth, and negatively impact health, education, and economic outcomes for women. The roadmap to gender equality has to rely on legal framework reforms, policies to promote equal access, and efforts to tackle entrenched social norms. These need to be set in the context of arising new trends such as digitalization, climate change, as well as shocks such as pandemics.
Ms. Inutu Lukonga
Policy makers in the MENAP region have been formulating policies and designing programs to develop small and medium sized enterprises (SMEs) with a view to create jobs and achieve inclusive growth. But while the programs have helped increase the number of enterprises, growth of SMEs continues to face barriers to growth. As a result, microenterprises predominate and SMEs contribution to employment remains below potential. Partial implementation of reforms explain some of the underperformance, but frictions in strategy design also played an important role. Sustaining current reforms is, therefore, not sufficient to achieve inclusive growth. Digital technologies have potential to boost SMEs productivity and growth and economies are rapidly digitalizing, thus SMEs need to embrace digital solutions to compete and survive. Therefore, for SMEs to be effective engines of inclusive growth, a rethinking of the SME development strategy is needed that makes SMEs’ digital transformation a priority.
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.
Miss Catriona Purfield
,
Mr. Harald Finger
,
Mrs. Karen Ongley
,
Mr. Benedicte Baduel
,
Carolina Castellanos
,
Ms. Gaelle Pierre
,
Vahram Stepanyan
, and
Mr. Erik Roos
This publication brings together a set of IMF papers that prepared as backgrounds for the various sessions of the conference and will help put into broader dissemination channels the results of this important conference. An official IMF publication is well disseminated into academic and institutional libraries and book channels. The IMF metadata will also make the conference papers more discoverable online.
Miss Catriona Purfield
,
Mr. Harald Finger
,
Mrs. Karen Ongley
,
Mr. Benedicte Baduel
,
Carolina Castellanos
,
Ms. Gaelle Pierre
,
Vahram Stepanyan
, and
Mr. Erik Roos
This publication brings together a set of IMF papers that prepared as backgrounds for the various sessions of the conference and will help put into broader dissemination channels the results of this important conference. An official IMF publication is well disseminated into academic and institutional libraries and book channels. The IMF metadata will also make the conference papers more discoverable online.