Search the OKR
Featured Publications
Recently Added
-
Publication
Finding the Time and Labor to Farm: How Social Dynamics Drive Gender Differences in Agricultural Labor in Southern Nigeria
(World Bank, Washington, DC, 2023-03-28)Across Sub-Saharan Africa smallholder farmers depend heavily on manual labor supplied by their households, families, and communities, but women are particularly labor constrained. This research paired a detailed quantitative examination of patterns of gender difference in the allocation of time and agricultural labor with an in-depth qualitative examination of how people explain those patterns. The descriptive findings and resulting conceptual framework can be used to guide future programming and research. In southwestern Nigeria, married women’s time and agricultural labor constraints are rooted in common social expectations that men’s farm plots take priority and that a woman’s own farming should not interfere with the agricultural production managed by her husband. Women access lower quantity and quality of labor because of off-farm commitments, and time constraints around when in the day and when in the season labor is allocated to their farm plots. Overcoming agricultural labor constraints for women farmers, especially married women, may require reimagining the role of women and men’s farms in the household. Several new Africa gender innovation lab studies suggest avenues for future innovations to support women producers. -
Publication
China as an International Lender of Last Resort
(World Bank, Washington, DC, 2023-03-28)This paper shows that China has launched a new global system for cross-border rescue lending to countries in debt distress. It builds the first comprehensive dataset on China’s overseas bailouts between 2000 and 2021 and provide new insights into China’s growing role in the global financial system. A key finding is that the global swap line network put in place by the People’s Bank of China is increasingly used as a financial rescue mechanism, with more than USD 170 billion in liquidity support extended to crisis countries, including repeated rollovers of swaps coming due. The swaps bolster gross reserves and are mostly drawn by distressed countries with low liquidity ratios. In addition, we show that Chinese state-owned banks and enterprises have given out an additional USD 70 billion in rescue loans for balance of payments support. Taken together, China’s overseas bailouts correspond to more than 20 percent of total IMF lending over the past decade and bailout amounts are growing fast. However, China’s rescue loans differ from those of established international lenders of last resort in that they (i) are opaque, (ii) carry relatively high interest rates, and (iii) are almost exclusively targeted to debtors of China's Belt and Road Initiative. These findings have implications for the international financial and monetary architecture, which is becoming more multipolar, less institutionalized, and less transparent. -
Publication
Man or Machine?: Environmental Consequences of Wage Driven Mechanization in Indian Agriculture
(World Bank, Washington, DC, 2023-03-28)This paper uses an exogenous shock to wages from the world’s largest anti-poverty program to show that higher wages can lead to increased air pollution, likely by inducing farmers to shift into a labor-saving and mechanized production process. Using a difference-in-differences approach on the staggered roll-out of India’s Mahatma Gandhi National Rural Employment Guarantee Act (MNREGA), combined with data on nearly 1 million fires, the paper shows that the frequency of agricultural fires increases by 21 percent after the shock. The increase in fires is concentrated in districts that appear more likely to mechanize the harvest. MNREGA did not lead to changes in area planted or tonnage produced in fire intensive crops. The estimates show that nationally, the shock increased the rate of particulate emissions from biomass burning by 30 to 50 percent. The results suggest that absent policies to correct for environmental externalities of mechanization at all stages of development, labor market shocks may lead to inefficient levels of mechanization. -
Publication
COVID-19 School Closures, Learning Losses and Intergenerational Mobility
(World Bank, Washington, DC, 2023-03-28)The paper presents a first global investigation of the longer-term inequality implications of COVID-19 by examining the effect of school closures on the ability of children from different countries and backgrounds to engage in continued learning throughout the pandemic, and their implications for intergenerational mobility in education. The analysis builds on the data from the Global Database of Intergenerational Mobility, country-specific results of the learning loss simulation model using weekly school closure information from February 2020 to February 2022, and high-frequency phone survey data collected by the World Bank during the pandemic to assess the incidence and quality of continued learning during periods of school closures across children from different backgrounds. Based on this information, the paper simulates counterfactual levels of educational attainment and corresponding absolute and relative intergenerational educational mobility measures with and without COVID-19 impacts, to arrive at estimates of COVID-19 impacts. The simulations suggest that the extensive school closures and associated learning losses are likely to have a significant impact on both absolute and relative intergenerational educational mobility in the absence of remedial measures. In upper-middle-income countries, the share of children with more years of education than their parents (absolute mobility) could decline by 8 percentage points, with the largest impacts observed in the Latin America region. Furthermore, unequal access to continued learning during school closures across children from households of different socioeconomic backgrounds (proxied by parental education levels) leads to a significant decline in relative educational mobility. -
Publication
Services-Led Growth: Better Prospects after the Pandemic?
(World Bank, Washington, DC, 2023-03-28)The service sector accounted for two-thirds of economic growth in emerging market and developing economies over the past three decades. It consists of a wide range of activities, ranging from high-skilled offshorable services, such as information and communications technology (ICT) and professional services, to low-skilled “contact” services, such as retail and hospitality. The pandemic disrupted many low-skilled contact services that typically require face-to-face interactions between providers and consumers. High-skilled offshorable services were the least affected owing to the use of digital technology that enabled remote delivery. Increased digitalization has improved prospects for scale economies and innovation in the service sector that were previously constrained by the need for physical proximity and the lack of opportunities to augment labor with capital. Policies to support the diffusion of digital technologies could therefore further raise the growth potential of the service sector. Policies to improve market access for, and skills in, ICT and professional services could ease important constraints on growth opportunities in these high-skilled offshorable services that have best withstood the pandemic. The same holds true for policies, including regulatory reforms, that promote investment in low-skilled contact services, such as transportation, which have important linkages with the wider economy.