Publication: The Growth Elasticity of Poverty: Is Africa Any Different ?
Loading...
Date
2024-02-01
ISSN
Published
2024-02-01
Author(s)
Editor(s)
Abstract
On current trends, the future of global poverty reduction will be determined by Sub-Saharan Africa. Yet even during Sub-Saharan Africa’s period of high economic growth — roughly corresponding to the first decade and a half of the 2000s — the extent to which this growth translated into improved living standards for African households was hotly debated. This paper revisits the issue of Sub-Saharan Africa’s relatively low growth elasticity of poverty using a sample of 575 successive and comparable growth spells between 1981 and 2021. The findings confirm that, even controlling for initial differences in poverty, income levels, and inequality, Sub-Saharan Africa consistently had a significantly lower growth elasticity of poverty relative to other regions over this period. The lower growth elasticity of poverty, which has remained unchanged over time, is due to a lower passthrough between growth in gross domestic product per capita (or growth in household final consumption expenditure as measured by national accounts) and growth in household consumption expenditures as measured from surveys. Given the low passthrough of economic growth to households, Africa thus needs higher rates of economic growth than its peer countries in other regions to achieve equal rates of poverty reduction. Given the challenge of achieving this in the current global economic environment, success in reducing global poverty will require a focused effort to strengthen the effect of aggregate economic growth on household welfare in Sub-Saharan Africa. The results suggest that this will require (i) improved provision of basic education services and basic infrastructure, (ii) faster structural transformation, and (iii) a decrease in the occurrence and persistence of violent conflicts.
Link to Data Set
Citation
“Wu, Haoyu; Atamanov, Aziz; Bundervoet, Tom; Paci, Pierella. 2024. The Growth Elasticity of Poverty: Is Africa Any Different ?. Policy Research Working Paper; 10690. © World Bank. http://hdl.handle.net/10986/40997 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Geopolitics and the World Trading System(Washington, DC: World Bank, 2024-12-23)Until the beginning of this century, the GATT/WTO system worked. Economic research provided a compelling explanation. It showed that if governments maximize the well-being of their own countries broadly defined, GATT/WTO principles would facilitate mutually beneficial cooperation over their trade policy choices. Now heightened geopolitical rivalry seems to have undermined the WTO. A simple transposition of the previous rationalization suggests that geopolitics and trade cooperation are not compatible. The paper shows that this is only true if rivalry eclipses any consideration of own-country well-being. In all other circumstances, there are gains from trade cooperation even with geopolitics. Furthermore, the WTO’s relevance is in question only if it adheres too rigidly to its existing rules and norms. Through measured adaptation to the geopolitical imperative, the WTO can continue to thrive as a forum for multilateral trade cooperation in the age of geopolitics.Publication Innovative Financial Instruments and Their Role in the Development of Jurisdictional REDD+(Washington, DC: World Bank, 2025-05-08)Achieving global net zero carbon emissions requires stopping deforestation and making full use of tropical forests as carbon sinks. Market instruments for the sale and purchase of emission outcomes coming from Reducing Emissions from Deforestation and Forest Degradation framework programs could play a very significant role in achieving this goal. The development of these markets has been insufficient so far: their scale as of today is much lower than what would be required to generate meaningful resources for the countries that host tropical forests, and the quality of existing instruments is generally insufficient to allow a scaling up in demand. However, efforts to improve the transparency and integrity of these instruments are accelerating, particularly around jurisdictional Reducing Emissions from Deforestation and Forest Degradation framework programs. In parallel with these efforts, innovations in financial instruments suited for the framework’s carbon markets are also taking place, but their scale is limited so far. This paper looks beyond the current state of the framework’s carbon markets to consider a set of innovative financial instruments that would allow completing the infrastructure of emissions trading, enhancing its utility for both issuers and buyers of carbon credits in the framework’s jurisdictional programs. The paper shows how a combination of forest carbon bonds, where countries sell forward (or commit) their emission reduction outcomes, as well as call and put options can be used to de-risk and encourage early investment in jurisdictional Reducing Emissions from Deforestation and Forest Degradation framework programs. To quantify the value of these innovations, the paper evaluates the potential scale of these instruments for the case of Brazil. The estimates suggest that the amounts that could be mobilized would represent a critical contribution to effective forest conservation. The proposed instruments and methods can be used by other tropical nations that are prepared to implement a large-scale jurisdictional program. Although the paper acknowledges that the current state of carbon markets would still not allow their deployment in the short term, the conclusion is that these instruments have significant potential, and their future development could be an important contribution to the establishment of successful markets for the conservation of tropical forests.Publication Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs(Washington, DC: World Bank, 2025-04-03)This paper takes stock of the literature on infrastructure and jobs published since the early 2000s, using a conceptual framework to identify the key channels through which different types of infrastructure impact jobs. Where relevant, it highlights the different approaches and findings in the cases of energy, digital, and transport infrastructure. Overall, the literature review provides strong evidence of infrastructure’s positive impact on employment, particularly for women. In the case of electricity, this impact arises from freeing time that would otherwise be spent on household tasks. Similarly, digital infrastructure, particularly mobile phone coverage, has demonstrated positive labor market effects, often driven by private sector investments rather than large public expenditures, which are typically required for other large-scale infrastructure projects. The evidence on structural transformation is also positive, with some notable exceptions, such as studies that find no significant impact on structural transformation in rural India in the cases of electricity and roads. Even with better market connections, remote areas may continue to lack economic opportunities, due to the absence of agglomeration economies and complementary inputs such as human capital. Accordingly, reducing transport costs alone may not be sufficient to drive economic transformation in rural areas. The spatial dimension of transformation is particularly relevant for transport, both internationally—by enhancing trade integration—and within countries, where economic development tends to drive firms and jobs toward urban centers, benefitting from economies scale and network effects. Turning to organizational transformation, evidence on skill bias in developing countries is more mixed than in developed countries and may vary considerably by context. Further research, especially on the possible reasons explaining the differences between developed and developing economies, is needed.Publication Economic Consequences of Trade and Global Value Chain Integration(World Bank, Washington, DC, 2025-04-04)This paper introduces a new approach to measuring Global Value Chains (GVC), crucial for informed policy-making. It features a tripartite classification (backward, forward, and two-sided) covering trade and production data. The findings indicate that traditional trade-based GVC metrics significantly underestimate global GVC activity, especially in sectors like services and upstream manufacturing, and overstate risks in early trade liberalization stages. Additionally, conventional backward-forward classifications over-estimate backward linkages. The paper further applies these measures empirically to assess how GVC participation mediates the impact of demand shocks on domestic output, highlighting both the exposure and stabilizing potential of GVC integration. These new measures are comprehensively available on the World Bank’s WITS Platform, providing a key resource for GVC analysis.Publication Labor Market Scarring in a Developing Economy(Washington, DC: World Bank, 2025-05-08)This paper estimates the magnitude of labor market scarring in a developing economy, a setting that has been understudied by the labor scarring literature dominated by advanced economies. The paper assesses the contributions of “stigma” versus “lost human capital,” which cause earnings losses among displaced workers relative to non-displaced workers. The findings indicate that job separations caused by plant closings result in sizable and long-lasting reductions in earnings, with an average decline of 7.5 percent in hourly wages over a nine-year period. The estimate for one year after a plant closing is larger, at a decline of 10.8 percent. In a common sample, after controlling for unobserved, time-invariant individual characteristics, the impact of a plant closing declines from 11.9 to 8.2 percent. These results imply that stigma in the labor market due to imperfect information about workers (captured by unobservable worker characteristics) accounts for 30.8 percent of the average earnings losses, whereas lost employer-specific human capital explains the remaining 69.2 percent. The paper explores the effects of job separations due to plant closings on other labor market outcomes, including hours worked and informality, and provides estimates across genders and levels of education.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Making Work Pay in Nicaragua : Employment, Growth, and Poverty Reduction(Washington, DC : World Bank, 2008)The objective of this report is to provide some policy guidelines for the fight against poverty. In particular, it hopes to be able to identify the growing sectors, as well as the constraints faced by the poor in benefiting from this growth. The report is part of a series of studies conducted within the Poverty Reduction Group (PRMPR) to foster understanding of the role of employment earnings and labor markets in shared growth. In addition, it is intended to function as a background document for the World Bank's Nicaragua Poverty Assessment 2007. The degree to which growth is able to translate into poverty reduction depends on how its benefits are distributed among different segments of society. There is little doubt that growth measured by changes in average income contributes significantly to poverty reduction. However, it is also clear that countries differ in the degree to which income growth spells have translated into poverty reduction. Although differences in the responsiveness of poverty to income growth account for a small fraction of the overall differences in poverty changes across countries, from the point of view of an individual country, these differences may have significant implications for poverty reduction, especially in the short term.Publication Does Employment Generation Really Matter for Poverty Reduction?(World Bank, Washington, DC, 2007-12)This paper analyzes how the employment/productivity profile of growth and its sectoral pattern are correlated with poverty reduction. The authors use a sample of 104 short-run growth spells in developing countries, between 1980 and 2001. They also identify some conditions of the labor market and the economic environment that are associated with employment-intensive growth or specific sectoral growth. The results show that, in the short run, although the aggregate employment-rate intensity of growth does not matter for poverty reduction any more than the aggregate productivity intensity of growth, the sectoral pattern of employment growth and productivity growth is important. Employment-intensive growth in the secondary sector is associated with decreases in poverty, while employment-intensive growth in agriculture is correlated with poverty increases. Similarly, productivity-intensive growth in agriculture is associated with decreases in poverty. Although the study does not address causality, coincidence of these phenomena in this large sample of heterogeneous countries and periods suggests that, in the short run, the sectoral productivity and employment pattern of growth may have important implications for poverty alleviation. Therefore, policies for reducing poverty should not overlook the sectoral productivity and employment implications of different growth policies.Publication Economic Growth, Income Distribution, and Poverty in Poland During Transition(World Bank, Washington, D.C., 2004-12)The authors attempt to analyze the linkages between macroeconomic policies and economic growth variables, their movement over time, and their impact on poverty in the case of Poland. Poland, a middle-income country, is of particular interest because its data sources allow for a relatively detailed analysis of such developments, and the macroeconomic environment and the economic growth variables show a relatively sizable degree of variance. In addition, Poland has struggled in the past few years to reduce poverty while still experiencing positive economic growth. The authors show that in Poland, poverty-reducing growth depends heavily on the ability of the economy to generate jobs. During the early years of transition, net job growth was positive, while after the Russian crisis of 1998, productivity gains were accomplished mostly through labor shedding, henceforth, increasing poverty in Poland. In addition, the authors identify how fiscal and social protection policies affect income distribution and poverty in Poland.Publication Pathways to the Middle Class in Turkey : How Have Reducing Poverty and Boosting Shared Prosperity Helped?(World Bank, Washington, DC, 2014-04)Turkey's poverty reduction performance in the 2000s has been remarkably consistent. Extreme and moderate poverty have fallen considerably since 2003. Between 2002 and 2011, extreme poverty fell from 13 percent to 5 percent, while moderate poverty halved from 44 percent to 22 percent (respectively, defined using the World Bank's Europe and Central Asia regional poverty lines of 2.5 and 5 USD/PPP). Most of this poverty reduction (89 percent) has been driven by growth, a performance consistent with most countries in Europe and Central Asia. This is substantially different form the recent performance of other regions, such as Latin America, where redistribution contributed to poverty reduction almost four times more than in Turkey. Turkey has also achieved sustained consumption growth of the bottom 40 percent of the population, even during the years of the world recession. Turkey's performance in poverty reduction and increased shared prosperity has been complemented by the systematic expansion of the middle class by 20 percentage points. This paper analyzes the main drivers of poverty reduction, shared prosperity, and changes in inequality in Turkey from 2002 to 2011. The analysis shows that labor markets, demographics, pensions, and social assistance have played a critical role in this process. It further explores some of the mechanisms that have facilitated these changes.Publication Making Work Pay in Bangladesh : Employment, Growth, and Poverty Reduction(Washington, DC : World Bank, 2008)The objective of this report is to analyze the important roles of labor markets, employment, productivity, and labor income in facilitating shared growth and promoting poverty reduction in Bangladesh. First, the report provides a background discussion of poverty, reform, and growth in Bangladesh. Following that, it gives an overview of the labor market, describing the country's demographics, the institutional structure of the labor market, and the labor market indicators. Then a poverty profile of the labor market is developed, followed by a discussion of the income sources and a decomposition of poverty reduction. A number of selected issues are discussed in the final section, including rural versus urban conditions; women, and children in the labor market; self-employment and household employment; and socioeconomic inequalities.
Users also downloaded
Showing related downloaded files
Publication Fiscal Incidence Analysis for Kenya(World Bank, Washington, DC, 2018-06-29)Kenya has made satisfactory progress in reducing poverty and inequality in recent years. Economic growth in Kenya between 2005-06 and 2015-16 averaged around 5.3 percent, exceeding the average growth of 4.9 percent observed for Sub-Saharan Africa. This robust economic growth resulted in a reduction in poverty, whether measured by the national or international poverty line. The proportion of the population living beneath the national poverty line fell from 46.8 percent in 2005-06 to 36.1 percent in 2015-16, showing a modest improvement in the living standards of the Kenyan population. Similarly, poverty under the international poverty line of US$ 1.90 a day declined from 43.6 percent in 2005-06 to 35.6 percent in 2015-16. At this level, poverty in Kenya is below the average in sub-Saharan Africa and is amongst the lowest in the East African Community (World Bank, 2018b). However, the proportion of the population living in poverty remains comparatively high in Kenya and the rate at which growth translated into poverty reduction was lower than elsewhere. At twice the average, Kenya’s poverty rate is still high for a lower-middle income country, a group that Kenya joined only in 2015. In addition, the Kenya’s growth elasticity of poverty reduction, the percentage reduction in the poverty rate associated with a one-percent increase in mean per capita income is only 0.57, lower than in Tanzania, Ghana, or Uganda (World Bank, 2018b). This leads to the obvious question of what can be done to make economic growth more pro-poor in Kenya. This study assesses the distributional consequences of Kenya’s system of taxes and transfers, covering 60 percent of revenue and between 25 and 30 percent of government spending. The analysis of fiscal incidence and distributional consequences of Kenya’s tax and transfer system is an important input for designing pro-poor policies and potentially for influencing the rate at which economic growth translates into poverty reduction. In this study, direct taxes and transfers, indirect taxes (VAT and excise duties), as well as public health and education spending are assessed in terms of their distributional impacts. Overall, these taxes and transfers account for about 60 percent of revenue and between 25 and 30 percent of government spending.Publication Commodity Markets Outlook, October 2024(Washington, DC: World Bank, 2024-10-29)Commodity prices are expected to decrease by 5 percent in 2025 and 2 percent in 2026. The projected declines are led by oil prices but tempered by price increases for natural gas and a stable outlook for metals and agricultural raw materials. The possibility of escalating conflict in the Middle East represents a substantial near-term upside risk to energy prices, with potential knock-on consequences for other commodities. However, over the forecast horizon, longer-term dynamics—including decelerating global oil demand, diversifying oil production, and ample oil supply capacity—suggest sizable downside risks to oil prices, especially if OPEC+ unwinds its latest production cuts. There are also dual risks to industrial commodity demand stemming from economic activity. On the one hand, concerted stimulus in China and above-trend growth in the United States could push commodity prices higher. On the other, weaker-than-anticipated global industrial activity could dampen them. Following several overlapping global shocks in the early 2020s, which drove parallel swings in commodity prices, commodity markets appear to be departing from a period of tight synchronization. A Special Focus analyzes commodity price synchronization over time and considers the relative importance across commodity cycles of a wide range of demand and supply shocks, including global demand shocks and shocks specific to different commodity markets. It concludes that, while supply shocks were the dominant commodity price driver in the early 2000s and around the global financial crisis, post-pandemic price movements have been more substantially shaped by commodity-specific shocks, such as those related to conflicts.Publication Improving Access to Medicines in Developing Countries : Application of New Institutional Economics to the Analysis of Manufacturing and Distribution Issues(World Bank, Washington, DC, 2005-03)This paper examines alternative frameworks for empirical analysis of supply side activities, namely, the manufacture and distribution of medicine, through the application of New Institutional Economics (NIE) concepts. Attention is focused particularly upon the potential utility of ideas from agency theory, transaction cost analysis and contemporary ideas from strategy theory. The major purpose of this paper is to use these theoretical frameworks to provide insight for policy makers, when faced with specific situations, whether in an international agency, or a private company, or in defining a national strategy. The analysis attempts to show the importance of distinctions between ideas of 'make' or 'buy', between 'national self sufficiency' and 'international purchasing' strategies, the limitations of contractual agreements under market governance and the crucial linkages between strategy formulation, strategy implementation and the necessary capabilities to achieve successful performance in practice. The current international situation on the investment, location and capacity of pharmaceutical manufacturing is reviewed and likely future scenarios suggested. Correspondingly current patterns of trade in medicines and their likely development within the context of the WTO and bilateral trade agreements are discussed. Against this background the promise and the pitfalls for new forms of public-private partnerships, which may offer attractive alternatives to conventional structures are evaluated. The implications of alternative future strategic options for national governments in setting the balance between health and industrial policies are examined and in particular the extent to which a national manufacturing capability should be developed or sustained. Similarly the scope for improving low cost distribution systems for medicines, based upon a mix of public and private sector channels, is assessed. We conclude with suggestions for further development of a transaction-based framework.Publication Strategic Planning for Poverty Reduction in Vietnam : Progress and Challenges for Meeting the Localized Millennium Development Goals(World Bank, Washington, DC, 2003-01)This paper discusses the progress that Vietnam has made toward meeting a core set of development goals that the government recently adopted as part of its Comprehensive Poverty Reduction and Growth Strategy (CPRGS). These goals are strongly related to the Millennium Development Goals (MDGs), but are adapted and expanded to reflect Vietnam's national challenges and the government's ambitious development plans. For each Vietnam Development Goal, the authors describe recent trends in relation to the trajectories implied by the MDGs, outline the intermediate targets identified by the government, and discuss the challenges involved in meeting these. Relative to other countries of similar per capita expenditures, Vietnam has made rapid progress in a number of key areas. Poverty has halved over the 1990s, enrollment rates in primary education have risen to 91 percent (although there is a quality problem), indicators of gender equity have been strengthened, child mortality has been reduced, maternal health has improved, and real progress has been made in combating malaria and other communicable diseases. In contrast, Vietnam scores worse than other comparable countries in the areas of child malnutrition, access to clean water, and combating HIV/AIDS. A number of important crosscutting issues emerge from this analysis that need to be addressed. One such challenge is improving equity, both in terms of ensuring that the benefits of growth are distributed evenly across the population and in terms of access to public services. This will involve addressing the affordability of education and curative health care for poor households. Improvements in public expenditure planning are needed to align resources better to stated desired outcomes and to link nationally-defined targets to subnational planning and budgeting processes. There is also a need to address capacity and data gaps which will be crucial for effective monitoring.Publication South Asia Development Update, October 2024: Women, Jobs, and Growth(Washington, DC: World Bank, 2024-10-10)South Asia’s growth is on track to exceed earlier expectations, in a broad-based upturn. The region is expected to remain the fastest-growing among emerging market and developing economies (EMDEs). Several risks could upend this generally promising outlook, including extreme weather events, social unrest, and policy missteps, such as reform delays. But South Asian countries also have considerable untapped potential that could help them further boost productivity growth and employment and adapt to climate change. In particular, with about two-thirds of the region’s working-age women out of the labor force, raising female employment rates to those of men could increase per capita income by as much as one-half. Measures to accelerate job creation, remove obstacles to women working, and equalize gender rights would be more effective if combined with a shift toward social norms that looked more favorably on working women. Also, most South Asian countries rank among the EMDEs least open to global trade and investment. Greater openness could boost women’s employment, spur the growth of firms, and allow the region to take better advantage of the reshaping of global supply chains and trade. Reducing the cost of conducting business could help the region better harness large-scale remittance inflows.