This paper reviews the literature on the macroeconomic impact of natural disasters and presents the IMF’s role in assisting countries coping with natural catastrophes. Focusing on seven country cases, the paper describes the emergency financing, policy support, and technical assistance provided by the Fund to help governments put together a policy response or build a macro framework to lay the foundation for recovery and/or unlock other external financing. The literature and experience suggests there are ways to strengthen policy frameworks to increase resilience to natural disaster shocks, including identifying the risks and probability of natural disasters and integrating them more explicitly into macro frame-works, increasing flexibility within fiscal frameworks, and improving coordination amongst international partners ex post and ex ante.

This paper analyzes the link between remittances inflows and nonperforming loans (NPLs) in a large sample of developing countries. Theoretical transmission channels include risk coping, exchange rate and growth impacts. Panel data estimates uncover the significant role of remittance inflows in reducing the size of NPLs in recipient economies. Econometric results also indicate a stronger marginal impact of remittances in a context of high macroeconomic instability, suggesting a significant effect of remittances on the likelihood of the private sector’s credit default during shocks. These results hold even after factoring in: (i) the endogeneity of remittance inflows and, (ii) the use of an alternative estimator (panel fractional logit) aimed at dealing with bounded dependent variables.

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.

This paper analyzes the link between digitalization and intergenerational occupational mobility in Africa. We use a probit model estimated on a large sample of 28 million individuals aged 14 and higher and co-residing with at least one individual from the older generation. We find that digitalization could help boost upward mobility and limit the risks of downward occupational mobility, thereby improving job opportunities. While strong institutions, political and social stability, better access to adequate digital infrastructure, and education are important to increase and accelerate upward mobility, new technologies and digital tools can intensify these positive effects and contribute to creating jobs and enhancing living standards in Africa. Similar results hold for downward mobility.

Fintech, which delivers financial services digitally, promises to promote financial inclusion and close the gender gap. Using a novel fintech dataset for 114 economies worldwide, this paper shows that fintech adoption significantly improves female employment and reduces gender inequality, the effect being more pronounced in firms without traditional financial access. Fintech not only increases the number and ratio of female employees in the workforce, but also mitigates financial constraints of female-headed firms. Digital divide and poor institutions weaken such benefits. Endogeneity is accounted for by a fixed effects identification strategy. We conclude by providing policy recommendations and outlining avenues for future research.

This paper studies the main determinants of total factor productivity (TFP) growth using principal component analysis and a dynamic panel data model and, through a case study, explores key areas where accelerated reforms in the Maghreb countries would boost TFP gains. The results reveal that reforms targeted at attracting foreign direct investment and rationalizing government size, shifting resources from low-productivity sectors to higher ones, and encouraging women to enter the work force, could accelerate TFP gains. Equally important are reforms aimed at strengthening human capital, increasing the volume of trade, and improving the business environment.

This paper explores the relationship between external debt and poverty. A number of observers have argued that high external indebtedness is a major cause of poverty. Using the first-differenced general method of moments (GMM) estimator, the paper models the impact of external debt on poverty, measured by life expectancy, infant mortality, and gross primary enrollment rates, while duly taking into account the impact of external debt on income. The paper thus endeavors to bring together the literature that links external debt with income growth and poverty. The main conclusion is that once the effect of income on poverty has been taken into account, external indebtedness indicators have a limited but important impact on poverty.

Domestic revenue mobilization (DRM) is essential for low-income and emerging economies to sustainably finance their development needs and has received increasing attention in recent years. Studies have centered on structural factors such as the size and the structure of the economy, and the quality of institutions, notably to account for weaknesses in revenue administrations. Nevertheless, DRM can take time and carry political costs. Raising more financing through donors or private investors may be an easier and more politically palatable way for countries to meet spending needs. Using an impact assessment methodology and panel regressions over a sample of 72 developing countries, we found no evidence that access to bond markets or external commercial loans undermines the countries’ efforts to collect tax revenue. On the contrary, we found that access to markets has a positive impact on domestic revenue mobilization. Plausible explanations are that private financing must be repaid, and strong macroeconomic fundamentals are key for maintaining market access. We have also found that macroeconomic stability and the strength of institutions do matter for domestic revenue mobilization.