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Hany Abdel-Latif
and
Adina Popescu
This paper investigates the global economic spillovers emanating from G20 emerging markets (G20-EMs), with a particular emphasis on the comparative influence of China. Employing a Bayesian Global Vector Autoregression (GVAR) model, we assess the impacts of both demand-side and supply-side shocks across 63 countries, capturing the nuanced dynamics of global economic interactions. Our findings reveal that China's contribution to global economic spillovers significantly overshadows that of other G20-EMs. Specifically, China's domestic shocks have significantly larger and more pervasive spillover effects on global GDP, inflation and commodity prices compared to shocks from other G20-EMs. In contrast, spillovers from other G20-EMs are more regionally contained with modest global impacts. The study underscores China's outsized role in shaping global economic dynamics and the limited capacity of other G20-EMs to mitigate any potential negative implications from China's economic slowdown in the near term.
Matías Moretti
,
Lorenzo Pandolfi
,
German Villegas Bauer
,
Sergio L. Schmukler
, and
Tomás Williams
We present evidence of inelastic demand for risky sovereign bonds and explore its implications for optimal government debt policies. Using monthly changes in the composition of a major international bond index, we identify flow shocks unrelated to fundamentals that shift the available bond supply. From these shocks, we estimate an inverse demand elasticity of -0.30 and show that it increases with countries’ default risk. We formulate a sovereign debt model with endogenous default and inelastic investors, calibrated to our empirical estimates. By penalizing additional borrowing, an inelastic demand acts as a disciplining device that reduces default risk and bond spreads.
International Monetary Fund. Finance Dept.
On March 20, 2024, the IMF’s Executive Board reviewed the adequacy of the Fund’s precautionary balances. The review took place somewhat ahead of the standard two-year cycle, in view of the imminent attainment of the current indicative medium-term indicative target of SDR 25 billion for the first time. Precautionary balances comprise the Fund’s general and special reserves. They are a key element of the IMF’s multi-layered framework for managing financial risks. Precautionary balances provide a buffer to protect the Fund against potential losses, resulting from credit, income, and other financial risks. The review was based on the assessment framework established in 2010, which uses an indicative range for precautionary balances, linked to a forward-looking measure of total IMF non-concessional credit, to guide decisions on adjusting the medium-term target over time. While financial risks remain high, they are broadly unchanged from the last review, taking into account the further accumulation of reserves and strengthening of some risk mitigants. Against this background, Executive Directors broadly supported staff’s proposal to retain the current medium-term target of SDR 25 billion and increase the minimum floor from SDR 15 billion to SDR 20 billion. The Board also supported maintaining the biennial review cycle, with earlier reviews if warranted by developments that could materially affect the adequacy of precautionary balances.
Tsendsuren Batsuuri
,
Shan He
,
Ruofei Hu
,
Jonathan Leslie
, and
Flora Lutz
This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditional econometric approaches, explores non-linear relationships among predictors indicative of IMF-supported programs, and evaluates model robustness with regard to different feature sets and time periods. ML models consistently outperform traditional methods in out-of-sample prediction of new IMF-supported arrangements with key predictors that align well with the literature and show consensus across different algorithms. The analysis underscores the importance of incorporating a variety of external, fiscal, real, and financial features as well as institutional factors like membership in regional financing arrangements. The findings also highlight the varying influence of data processing choices such as feature selection, sampling techniques, and missing data imputation on the performance of different ML models and therefore indicate the usefulness of a flexible, algorithm-tailored approach. Additionally, the results reveal that models that are most effective in near and medium-term predictions may tend to underperform over the long term, thus illustrating the need for regular updates or more stable – albeit potentially near-term suboptimal – models when frequent updates are impractical.
International Monetary Fund. Strategy, Policy, & Review Department
This note aims to provide guidance on the key principles and considerations underlying the design of Fund-supported programs. The note expands on the previous operational guidance notes on conditionality published over 2003-2014, incorporating lessons from the 2018-19 Review of Conditionality, and other recent key policy developments including the recommendation of the Management’s Implementation Plan in response to Independent Evaluation Office (IEO)’s report on growth and adjustment in IMF-supported programs. The note in particular highlights operational advice to (i) improve the realism of macroeconomic forecast in programs and fostering a more systematic analysis of contingency plans and risks; (ii) improve the focus, depth, implementation, and tailoring of structural conditions (SCs), with due consideration of growth effects; and (iii) help strengthen the ownership of country authorities. Designed as a comprehensive reference and primer on program design and conditionality in an accessible and transparent manner, the note refers in summary to a broad range of economic and policy considerations over the lifecycle of Fund-supported programs. As with all guidance notes, the relevant IMF Executive Board Decisions remain the primary legal authority on matters covered in this note.
International Monetary Fund. Legal Dept.
and
International Monetary Fund. Strategy, Policy, & Review Department
The guidance note sets out principles governing information sharing in the context of sovereign debt restructurings. It restates the existing Fund governance and policy guidelines for information sharing to help inform and harmonize practices across Fund country teams. In addition to outlining guiding principles applicable to information sharing, it provides guidance on what level of information can be shared during each stage of the restructuring and program design process and in the surveillance context
Jing Xie
Many central banks and government agencies use nowcasting techniques to obtain policy relevant information about the business cycle. Existing nowcasting methods, however, have two critical shortcomings for this purpose. First, in contrast to machine-learning models, they do not provide much if any guidance on selecting the best explantory variables (both high- and low-frequency indicators) from the (typically) larger set of variables available to the nowcaster. Second, in addition to the selection of explanatory variables, the order of the autoregression and moving average terms to use in the baseline nowcasting regression is often set arbitrarily. This paper proposes a simple procedure that simultaneously selects the optimal indicators and ARIMA(p,q) terms for the baseline nowcasting regression. The proposed AS-ARIMAX (Adjusted Stepwise Autoregressive Moving Average methods with exogenous variables) approach significantly reduces out-of-sample root mean square error for nowcasts of real GDP of six countries, including India, Argentina, Australia, South Africa, the United Kingdom, and the United States.
International Monetary Fund. Finance Dept.
On December 12, 2022, the IMF’s Executive Board reviewed the adequacy of the Fund’s precautionary balances. The review took place on the standard two-year cycle, after an interim review in December 2021. Precautionary balances comprise the Fund’s general and special reserves. They are a key element of the IMF’s multi-layered framework for managing financial risks. Precautionary balances provide a buffer to protect the Fund against potential losses, resulting from credit, income, and other financial risks. In conducting the review, the Executive Board applied the rules-based framework agreed in 2010. Precautionary balances have risen further since the 2021 interim review and coverage metrics have strengthened. At the same, credit and other financial risks have also increased. The pace of reserve accumulation is expected to remain adequate. Against this background, Executive Directors endorsed staff’s proposal to retain the current medium-term target of SDR 25 billion and the minimum floor of SDR 15 billion. The Board also discussed the role of surcharges, which are primarily a component of the Fund’s risk management framework but also contribute to reserves accumulation.
International Monetary Fund. Finance Dept.
This paper reviews experience with the safeguards assessment policy since the last review in 2015. The policy is subject to periodic reviews by the Executive Board. The policy’s main objective is to mitigate risks of misuse of Fund resources and misreporting of monetary data under Fund arrangements. Consistent with past reviews, an external panel of experts provided an independent perspective on the implementation of the policy.
International Monetary Fund. Legal Dept.
,
International Monetary Fund. Monetary and Capital Markets Department
, and
International Monetary Fund. Strategy, Policy, & Review Department
This paper undertakes a comprehensive review of the Fund’s sovereign arrears policies. Staff assesses that the Fund’s Lending into Arrears to Private Creditors (LIA) policy (established in 1989 and last reviewed in 2002) remains broadly appropriate, while recommending some improvements given the experience gained over the last 20 years. Staff also sees merit in codifying the existing practice guiding the Fund in preemptive debt restructurings into a Fund policy, together with an amendment focusing on debt transparency. Given limited experience with the application of the LIOA policy (established in 2015), staff does not propose any amendments but only one restatement confirming current practice. Given recent developments in the international creditor community, staff proposes refining the Fund’s arrears policies with respect to multilateral creditors. Finally, recent developments raise questions about the perimeter between official bilateral and private claims, with significant implications for the Fund’s arrears policies.