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Vietnam
Adverse external and domestic shocks led to a sharp slowdown in early 2023, but economic growth is gaining momentum thanks to a strong rebound in exports and expansionary fiscal and monetary policies. However, risks remain elevated, including because of a weak real estate sector and leveraged corporates. Headline inflation accelerated mostly owing to food prices. Despite a large current account surplus, the currency has been depreciating amidst record low domestic interest rates.
Mali
Against the background of the pandemic shock, a coup d’état on August 18, 2020 led to a period of international disengagement with Mali and an economic blockade by ECOWAS until the appointment of a transitional government in October. Fund engagement was also put on hold during this period, delaying the resumption of discussions under the 2nd and 3rd reviews of the ECF. The transitional government, which will be in place for 18 months until general elections, announced its full adherence to the international obligations and commitments of the previous government, including the reform agenda under the ECF.
Private Savings and COVID-19 in Sub-Saharan Africa
The paper reexamines the main private savings determinants in Sub-Saharan Africa (SSA), followed by an analysis of the COVID-19 pandemic impact on private savings in SSA and other country groupings. Using an unbalanced panel data from 1983−2021 for 31 SSA economies, the paper finds that real per capita economic growth remains a key historical determinant of private savings in the region. In contrast with other regions, private saving rates have not increased during COVID-19 in SSA. Instead, COVID-19 deaths in our estimations are significantly associated with a decline in private savings in SSA. Robustness checks and a descriptive analysis of household surveys during the pandemic corroborate those results.
Surrogate Data Models: Interpreting Large-scale Machine Learning Crisis Prediction Models
Machine learning models are becoming increasingly important in the prediction of economic crises. The models, however, use datasets comprising a large number of predictors (features) which impairs model interpretability and their ability to provide adequate guidance in the design of crisis prevention and mitigation policies. This paper introduces surrogate data models as dimensionality reduction tools in large-scale crisis prediction models. The appropriateness of this approach is assessed by their application to large-scale crisis prediction models developed at the IMF. The results are consistent with economic intuition and validate the use of surrogates as interpretability tools.
Lao People's Democratic Republic
Growth gathered momentum in 2023 on the back of recovering external demand, but exchange rate depreciation continues and inflation remains persistently high. Labor and FX shortages are intensifying. Public debt is assessed to be unsustainable, despite a tight fiscal stance. FX reserves remain low.
External Sector Report, 2020
Produced since 2012, the IMF’s annual External Sector Report analyzes global external developments and provides multilaterally consistent assessments of external positions, including current accounts, real exchange rates, external balance sheets, capital flows, and international reserves, of the world’s largest economies, representing over 90 percent of global GDP. Chapter 1 discusses the evolution of global external positions in 2019, external developments during the COVID-19 crisis, and policy priorities for responding to the crisis and for reducing excess imbalances over the medium term. Chapter 2 analyzes the relationship between the structure of external assets and liabilities—the...
The Current Account Income Balance: External Adjustment Channel Or Vulnerability Amplifier?
In terms of size, the net income balance (IB) is comparable to the trade balance (TB) for many countries. Yet the role of the IB in mitigating external vulnerabilities or complicating external adjustment remains underexplored. This paper studies the role of the IB in stabilizing or destabilizing the current account over the cycle and in crises. Our results show that, due to a negative correlation with the TB, the IB significantly dampens the time series volatility of the current account for most countries. However, the IB generally does not improve during crisis episodes, so current account adjustment occurs entirely through improvements in the TB. The paper also estimates IB semi-elasticities with respect to the exchange rate (ER). Semi-elasticities are small for most countries, so the IB is generally not a significant channel through which the ER stabilizes the current account, and trade-based semi-elasticities are, with some important exceptions, good proxies for current account semi-elasticities used in external sector assessments.
How to Assess Country Risk
The IMF’s Vulnerability Exercise (VE) is a cross-country exercise that identifies country-specific near-term macroeconomic risks. As a key element of the Fund’s broader risk architecture, the VE is a bottom-up, multi-sectoral approach to risk assessments for all IMF member countries. The VE modeling toolkit is regularly updated in response to global economic developments and the latest modeling innovations. The new generation of VE models presented here leverages machine-learning algorithms. The models can better capture interactions between different parts of the economy and non-linear relationships that are not well measured in ”normal times.” The performance of machine-learning-based models is evaluated against more conventional models in a horse-race format. The paper also presents direct, transparent methods for communicating model results.
Spillovers from China’s Growth Slowdown to the Singapore Economy
This paper examines the impact of China's economic deceleration on Singapore, highlighting how the deepening trade integration and China's pivotal role in Global Value Chains (GVCs) amplify these spillover effects. Utilizing multi-region input-output tables, empirical estimates, and the IMF's Global Integrated Monetary and Fiscal model, it identifies significant sectoral and aggregate impacts, particularly in electrical and machinery manufacturing, petrochemicals, and financial services. The analysis underscores the vulnerability of Singapore's economy to shifts in Chinese demand and productivity, emphasizing the need for vigilant monitoring and strategic adaptation to mitigate potential risks associated with China's slowdown.
Gulf Cooperation Council
GCC policymakers have managed to quickly mitigate the economic impact of the twin COVID-19 and oil price shock. Commodity prices have surged, and the outlook is more positive for GCC countries, with new challenges linked to Russia’s invasion of Ukraine and tighter global financial conditions expected to have a limited impact on GCC economies. While GCC countries have overall benefited from higher, albeit volatile hydrocarbon prices, numerous risks still cloud the outlook—notably a slowdown in the global economy. In this context, the reform momentum established during the low oil price years should be maintained—irrespective of the level of hydrocarbon prices.
