03. Journals
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These are journal articles published in World Bank journals as well as externally by World Bank authors.
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Publication
How much does reducing inequality matter for global poverty?
(Springer Nature, 2022-03-02) Lakner, Christoph ; Gerszon Mahler, Daniel ; Negre, Mario ; Prydz, Espen BeerThe goals of ending extreme poverty by 2030 and working towards a more equal distribution of incomes are part of the United Nations’ Sustainable Development Goals. Using data from 166 countries comprising 97.5 percent of the world’s population, we simulate scenarios for global poverty from 2019 to 2030 under various assumptions about growth and inequality. We use different assumptions about growth incidence curves to model changes in inequality and rely on a machine-learning algorithm called model-based recursive partitioning to model how growth in GDP is passed through to growth as observed in household surveys. When holding within-country inequality unchanged and letting GDP per capita grow according to World Bank forecasts and historically observed growth rates, our simulations suggest that the number of extreme poor (living on less than 1.90 dollars/day) will remain above 600 million in 2030, resulting in a global extreme poverty rate of 7.4 percent. If the Gini index in each country decreases by 1 percent per year, the global poverty rate could reduce to around 6.3 percent in 2030, equivalent to 89 million fewer people living in extreme poverty. Reducing each country’s Gini index by 1 percent per year has a larger impact on global poverty than increasing each country’s annual growth 1 percentage point above forecasts. We also study the impact of COVID-19 on poverty and find that the pandemic may have driven around 60 million people into extreme poverty in 2020. If the pandemic increased the Gini index by 2 percent in all countries, then more than 90 million may have been driven into extreme poverty in 2020. -
Publication
An Individual-Based Index of Multidimensional Poverty for Low- and Middle-Income Countries
(Taylor and Francis, 2021-08-27) Burchi, Francesco ; Espinoza-Delgado, Jose ; Montenegro, Claudio E. ; Rippin, NicoleThis paper proposes a new index of multidimensional poverty, called the Global Correlation Sensitive Poverty Index (G-CSPI), which has three interesting features. First, it encompasses three dimensions: decent work, education and access to drinking water and sanitation, which largely overlap with the list of ideal dimensions obtained by expanding the Constitutional Approach, although it does not include direct health measures. Second, it uses a distribution-sensitive measure that can also be decomposed into the three poverty components: incidence, intensity and inequality. Finally, the G-CSPI is an individual-based, rather than household-based index, although restricted to individuals 15–65 years of age. It is thus able to detect intra-household differences in poverty among members within that age-range. To have a full picture of multidimensional poverty at the country level, it should then be complemented by specific poverty measures for children and the elderly. Being centered on individuals and sensitive to inequality, the G-CSPI is coherent with the overarching principle of the 2030 Agenda “leaving no one behind”. Using recent estimates of the G-CSPI for 104 countries, the empirical analysis reveals that the index is highly robust to different specifications, and that, as expected, fragile countries experience the largest levels of poverty. -
Publication
Is It Really Possible for Countries to Simultaneously Grow and Reduce Poverty and Inequality? Going Beyond Global Narratives
(Taylor and Francis, 2020-06) Cuesta, Jose ; Negre, Mario ; Revenga, Ana ; Silva-Jauregui, CarlosGlobal narratives underscore that economic growth can often coincide with reductions in poverty and inequality. However, the experiences of several countries over recent decades confirm that inequality can widen or narrow in response to policy choices and independent of economic growth. This paper analyses five country cases, Brazil, Cambodia, Mali, Peru and Tanzania. These countries are the most successful in reducing inequality and poverty while growing robustly for at least a decade since the early 2000 s. The paper assesses how good macroeconomic management, sectoral reform, the strengthening of safety nets, responses to external shocks, and initial conditions all chip away at inequality and support broad growth. Sustained and robust economic growth with strong poverty and inequality reductions are possible across very different contexts and policy choices. The comparative analysis also identifies common building blocks toward success and warns that hard-earned achievements can be easily overturned. -
Publication
Persistent Misallocation and the Returns to Education in Mexico
(Published by Oxford University Press on behalf of the World Bank, 2020-06) Levy, Santiago ; López-Calva, Luis F.Over the last two decades, Mexico has experienced macroeconomic stability, an open trade regime, and substantial progress in education. Yet average workers’ earnings have stagnated, and earnings of those with higher schooling have fallen, compressing the earnings distribution and lowering the returns to education. This paper argues that distortions that misallocate resources toward less-productive firms explain these phenomena, because these firms are less intensive in well-educated workers compared with more-productive ones. It shows that while the relative supply of workers with more years of schooling has increased, misallocation of resources toward less-productive firms has persisted. These two trends have generated a widening mismatch between the supply of, and the demand for, educated workers. The paper breaks down worker earnings into observable and unobservable firm and individual worker characteristics, and computes a counterfactual earnings distribution in the absence of misallocation. The main finding is that in the absence of misallocation average earnings would be higher, and that earnings differentials across schooling levels would widen, raising the returns to education. A no-misallocation path is constructed for the wage premium. Depending on parameter values, this path is found to be rising or constant, in contrast to the observed downward path. The paper concludes arguing that the persistence of misallocation impedes Mexico from taking full advantage of its investments in the education of its workforce. -
Publication
We Forgot the Middle Class! Inequality Underestimation in a Changing Sub-Saharan Africa
(Springer Nature, 2020-01-11) Clementi, F. ; Dabalen, A.L. ; Molini, V. ; Schettino, F.The creation of national middle classes and the changes in consumption patterns in many Sub-Saharan African (SSA) countries suggest reconsidering the way welfare and consequently inequality is typically measured. Using only consumption to measure welfare can lead to an important loss of information regarding the real welfare of the top 10–20% of the welfare distribution that is generally referred as “middle class” in these countries. This paper proposes a method capable of correcting the middle-class part of the consumption distribution using information coming from the income distribution of the same surveys. Results from 6 SSA countries indicate an increase of about 20% in the Gini index. -
Publication
Twenty Years of Wage Inequality in Latin America
(Published by Oxford University Press on behalf of the World Bank, 2019-12-06) Messina, Julian ; Silva, JoanaThis article documents an inverse U-shape in the evolution of wage inequality in Latin America since 1995, with a sharp reduction starting in 2002. The Gini coefficient of wages increased from 42 to 44 between 1995 and 2002 and declined to 39 by 2015. Between 2002 and 2015, the 90/10 log hourly earnings ratio decreased by 26 percent. The decline since 2002 was characterized by rising wages across the board, but especially at the bottom of the wage distribution in each country. Triggered by a rapid expansion of educational attainment, the wages of college and high school graduates fell relative to the wages of workers with only primary education. The premium for labor market experience also fell significantly. However, the compression of wages was not entirely driven by changes in the wage structure across skill groups. Two-thirds of the decline in the variance of wages took place within skill groups. Changes in the sectoral, occupational, and formal/informal composition of jobs matter for the process of reduction in inequality, but they do not fully account for the fall in within-skill variance. Evidence based on longitudinal matched employer-employee administrative data suggests that an important driver was falling wage dispersion across firms. -
Publication
Societal Poverty: A Relative and Relevant Measure
(Published by Oxford University Press on behalf of the World Bank, 2019-11-02) Jolliffe, Dean ; Prydz, Espen BeerPoverty lines are typically higher in richer countries, and lower in poorer ones, reflecting the relative nature of national assessments of who is considered poor. In many high-income countries, poverty lines are explicitly relative, set as a share of mean or median income. Despite systematic variation in how countries define poverty, global poverty counts are based on fixed-value lines. To reflect national assessments of poverty in a global headcount of poverty, this paper proposes a societal poverty line. The proposed societal poverty line is derived from 699 harmonized national poverty lines, has an intercept of $1 per day and a relative gradient of 50 percent of median national income or consumption. The societal poverty line is more closely aligned with national definitions of poverty than other proposed relative lines. By this relative measure, societal poverty has fallen steadily since 1990, but at a much slower pace than absolute extreme poverty. -
Publication
The Role of Social Ties in Factor Allocation
(Published by Oxford University Press on behalf of the World Bank, 2019-10) Beck, Ulrik ; Bjerge, Benedikte ; Fafchamps, MarcelWe investigate whether social structure helps or hinders factor allocation using unusually rich data from the Gambia. Evidence indicates that land available for cultivation is allocated unequally across households; and that factor transfers are more common between neighbors, co-ethnics, and kinship-related households. Does this lead to the conclusion that land inequality is due to flows of land between households being impeded by social divisions? To answer this question, a novel methodology that approaches exhaustive data on dyadic flows from an aggregate point of view is introduced. Land transfers lead to a more equal distribution of land and to more comparable factor ratios across households in general. But equalizing transfers of land are not more likely within ethnic or kinship groups. In conclusion, ethnic and kinship divisions do not hinder land and labor transfers in a way that contributes to aggregate factor inequality. Labor transfers do not equilibrate factor ratios across households. But it cannot be ruled out that they serve a beneficial role, for example, to deal with unanticipated health shocks. -
Publication
Redistribution and Group Participation: Experimental Evidence from Africa and the UK
(Published by Oxford University Press on behalf of the World Bank, 2019-10) Fafchamps, Marcel ; Vargas Hill, RuthWe investigate whether the prospect of redistribution hinders the formation of efficiency-enhancing groups. We conduct an experiment in a Kenyan slum, Ugandan villages, and a UK university town. We test, in an anonymous setting with no feedback, whether subjects join a group that increases their endowment but exposes them to one of three redistributive actions: stealing, giving, or burning. We find that exposure to redistributive options among group members operates as a disincentive to join a group. This finding obtains under all three treatments—including when the pressure to redistribute is intrinsic. However the nature of the redistribution affects the magnitude of the impact. Giving has the least impact on the decision to join a group, while forced redistribution through stealing or burning acts as a much larger deterrent to group membership. These findings are common across all three subject pools, but African subjects are particularly reluctant to join a group in the burning treatment, indicating strong reluctance to expose themselves to destruction by others. -
Publication
Competing Priorities: Women’s Microenterprises and Household Relationships
(Elsevier, 2019-09) Friedson-Ridenour, Sophia ; Pierotti, Rachael S.Recent studies have suggested that women’s business decisions are influenced by members of their household, especially their spouse, and that these intrahousehold dynamics contribute to gender gaps in entrepreneurship outcomes. This in-depth qualitative study among microentrepreneurs in urban Ghana sought to understand the connections between women’s businesses and their households’ management of economic resources. The findings show that women’s business decisions are influenced by: 1) a desire to reinforce their partner’s responsibilities as a primary provider; 2) attempts to fulfil normative expectations of meeting the daily basic-needs of the family; and 3) a need to prepare for long-term security. To reinforce their husband’s responsibilities as a provider, women hid income and savings, and sometimes explicitly limited business growth. To ensure their ability to smooth household consumption and respond to emergencies, women prioritized savings over business investment. And, to plan for their long-term security, women opted for cautious business investment, instead maintaining pressure on their partner to meet current needs and investing in children and property for the future. Previous studies document gender differences in microenterprise business management. This research builds on those studies by examining how intrahousehold inequalities affect women’s business decisions. The findings demonstrate the contextual importance of social relations for understanding women’s business decisions. More broadly, the findings illustrate that interpersonal interactions concerning the management of economic resources are an integral part of how household members negotiate their rights and responsibilities in relation to each other.