Publication:
Mapping Poverty in Sudan

Loading...
Thumbnail Image
Files in English
English PDF (1.51 MB)
654 downloads
English Text (190.93 KB)
25 downloads
Date
2019-08
ISSN
Published
2019-08
Author(s)
Editor(s)
Abstract
This report aims to map poverty and inequality in Sudan and would be representative of the 18 states and 131 localities of Sudan. The poverty mapping technique is based on a small area estimation (SAE) technique developed by the World Bank to derive estimates of geographic poverty and inequality. It combines data from the 2014-15 National Household Budget and Poverty Survey (NHBPS) and the 2008 Population and Housing Census data to build spatially disaggregated poverty maps. Although household surveys usually include measures of income and wealth, they are not representative beyond the state level. Yet, allowing lower levels of disaggregation is important for policy interventions, particularly for countries like Sudan that have state governments, which manage the activities of the state while reporting to the federal government. This study uses a model of household expenditure from a survey data set to estimate household welfare at the lower levels and apply it to the census data set which does not provide information on household income or expenditure. These maps illustrate the information gains provided by SAE, show there is a substantial spatial heterogeneity within the localities, and highlight the small areas most likely to exhibit the highest risk of poverty.
Link to Data Set
Citation
World Bank. 2019. Mapping Poverty in Sudan. © World Bank. http://hdl.handle.net/10986/36102 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Other publications in this report series
Journal
Journal Volume
Journal Issue
Collections

Related items

Showing items related by metadata.

  • Publication
    Sudan Programmatic Poverty Assessment
    (World Bank, Washington, DC, 2019-06) World Bank
    Sudan is at a critical juncture regarding the direction of its economy and its development path. The loss of a large share of oil revenues in the wake of the secession of South Sudan has given rise to a period of growing macroeconomic imbalances and moderately low rates of economic growth. Despite periodic adjustment measures, inadequate policies, including deficit monetization, have exacerbated macroeconomic imbalances. This report on poverty and shared prosperity in Sudan, covering 2009 to 2014 is structured as follows: Chapter II provides background information on sociodemographic characteristics of Sudan’s population, Sudan’s political developments, as well as recent macroeconomic trends; Chapter III provides a profile of monetary poverty and inequality with a focus on trends and drives over 2009–2014; Chapter IV provides a non-monetary poverty profile that covers demographics, education, access to productive assets, ownership of durable consumption goods, housing conditions and rent, and access to services; To rationalize the observed trends in poverty and inequality, Chapter V explores trends in labor markets, including labor productivity, labor market participation, employment, wages, and returns to education; Chapter VI provides an analysis of shocks, coping strategies, and transfers, including international remittances; and the final chapter summarizes and provides policy implications.
  • Publication
    Face of Poverty in Madagascar : Poverty, Gender, and Inequality Assessment
    (Washington, DC, 2014-03) World Bank
    Madagascar has been entirely unsuccessful in reducing the number of its people that are poor, or extremely so, in the ten years since 2001, when poverty was already at a very high level. This well-known conclusion draws on the analysis of three successive rounds of the national household expenditure surveys (enquete periodiques aupres des menages, EPM) conducted by the Madagascar National Institute of Statistics (INSTAT) in 2001, 2005, and 2010. The objective of the analysis in this report is to document the levels and changes in poverty in Madagascar, and provide a detailed review of correlates of poverty and inequality in various dimensions, including gender, age, the structure of households, and place of residence. The report is an assessment of past poverty trends, and while policy implications are highlighted in many cases, the report is focused mainly on the descriptive, rather than prescriptive. It is found that the poverty headcount did not decrease between 2001 and 2005, rising instead from 71 to 75 percent of the population, rather than the 68 percent estimated official headcount for 2005. The methodology is described at length in the report and its annexes.
  • Publication
    Bosnia and Herzegovina : Poverty Assessment, Volume 2. Data on Poverty
    (Washington, DC, 2003-11-21) World Bank
    The report consists of two volumes. The first volume contains the main Poverty Assessment report, integrating various data sources and inputs from local counterparts. The second volume provides an in-depth analysis of the Living Standards Measurement Survey (LSMS), jointly implemented by the Bank, and the Republika Srpska Statistical Institute (RSIS), the Federation of Bosnia and Herzegovina Statistical Institute (FIS), and the Bosnia and Herzegovina State Agency for Statistics (BHAS). This report presents the most comprehensive analysis of poverty in Bosnia-Herzegovina (BiH) to date, whose calculations suggest that poverty - defined as lack of adequate consumption - is quite substantial, affecting every fifth citizen. Poverty is substantial compared to some neighboring countries. Nevertheless, and despite the country's post-conflict situation and its low officially measured level of GDP, there is no extreme poverty. Inequality in material well-being also appears to be quite moderate by international standards and, the non-income dimensions of poverty are also generally not extreme in BiH. The analysis finds that a sizable proportion of the population faces the risk of falling into poverty, and it identifies risk factors that may thrust a non-poor household into poverty: a) precarious earning sources, because the predominant living arrangement features a single-earner household; b) widespread health risks, including uninsured financial risks, and lingering post-conflict risks; c) violation of human rights, discrimination and corruption; d) limited geographical mobility; e) limited access to formal safety nets; and, f) worn-out stock of household assets and limited access to credit. Physical security remains an issue, economic security is also a problem, and, powerlessness and voicelessness impede the capacity of poor people to break out of a vicious circle of impoverishment. To reduce poverty, selectivity, stability and growth are outlined, particularly focusing on prudent monetary policy, and responsible fiscal management.
  • Publication
    Rapid Consumption Method and Poverty and Inequality Estimation in South Sudan Revisited
    (World Bank, Washington, DC, 2021-10) Takamatsu, Shinya; Yoshida, Nobuo; Ramasubbaiah, Rakesh; Fatima, Freeha
    This paper presents updated poverty and inequality estimates from the South Sudan High Frequency Survey (HFS) consumption data. The HFS uses the Rapid Consumption Methodology (RCM), which skips part of consumption module, to save interview time due to the volatile security situation. The previous methodology adopted the Multivariate Normal Regression (MI-MVN) method to impute the skipped consumption data, but it produced improper consumption data like negative total consumption values for some households. Instead, the new methodology uses the Two-Part multiple imputation (MI) method, and improved the reliability of imputed consumption data, although there is still room for improvement. In addition, the new methodology adopts the latest consumer price index (CPI) and purchasing power parities (PPPs). Lastly, this paper updates the inequality estimates, which the previous method overestimated. As a result of all the above adjustments, South Sudan's national poverty headcount rate in 2016-17 is 76.4 percent, which is 5.6 percentage points lower than the previous estimate of 82 percent. Inequality, as measured by the national Gini coefficient, is 44.1 percent, around 3 percentage points higher than the previous estimate of 41.0 percent.
  • Publication
    Monitoring Global Poverty
    (Washington, DC: World Bank, 2017) World Bank
    In 2013, the World Bank Group announced two goals that would guide its operations worldwide. The first is the eradication of chronic extreme poverty -- bringing the number of extremely poor people, defined as those living on less than 1.25 ppp-adjusted dollars a day, to less than 3% of the world population by 2030. The second is the boosting of shared prosperity, defined as promoting the growth of per capita real income of the poorest 40% of the population in each country. Last year, UN member nations agreed in New York to a set of post-2015 Sustainable Development Goals (SDG), the first and foremost of which is the eradication of extreme poverty everywhere, in all its forms. Both the language and the spirit of the SDG objective reflect the growing acceptance of the idea that poverty is a multi-dimensional concept that reflects multiple deprivations in various aspects of well-being. That said, there is much less agreement on the best ways in which those deprivations should be measured; and on whether or how information on them should be aggregated. This report advises the Bank on the measurement and monitoring of global poverty on two areas: • What should be the interpretation of the definition of extreme poverty, set in 2015 in Purchasing Power Parity (PPP)-adjusted dollars a day per person? • What choices should the World Bank make regarding complementary monetary and non-monetary poverty measures to be tracked and made available to policy-makers? The World Bank plays an important role in shaping the global debate on combatting poverty, and the indicators and data the Bank collates and makes available shape opinion and actual policies in client countries, and, to a certain extent, in all countries. How we answer the above questions can therefore have a major influence on the global economy.

Users also downloaded

Showing related downloaded files

  • Publication
    World Development Report 2006
    (Washington, DC, 2005) World Bank
    This year’s Word Development Report (WDR), the twenty-eighth, looks at the role of equity in the development process. It defines equity in terms of two basic principles. The first is equal opportunities: that a person’s chances in life should be determined by his or her talents and efforts, rather than by pre-determined circumstances such as race, gender, social or family background. The second principle is the avoidance of extreme deprivation in outcomes, particularly in health, education and consumption levels. This principle thus includes the objective of poverty reduction. The report’s main message is that, in the long run, the pursuit of equity and the pursuit of economic prosperity are complementary. In addition to detailed chapters exploring these and related issues, the Report contains selected data from the World Development Indicators 2005‹an appendix of economic and social data for over 200 countries. This Report offers practical insights for policymakers, executives, scholars, and all those with an interest in economic development.
  • Publication
    Remarks to the Annual Meetings 2020 Development Committee
    (World Bank, Washington, DC, 2020-10-16) Malpass, David
    David Malpass, President of the World Bank Group, announced that the Board approved a fast track approach to emergency health support programs that now covers 111 countries. Most projects are well advanced, with average disbursement upward of 40 percent. The goal is to take broad, fast action early. The operational framework presented back in June has positioned the Bank to help countries address immediate health threats and social and economic impacts and maintain our focus on long-term development. The Bank is making good progress toward the 15-month target of 160 billion dollars in surge financing. Much of it is for the poorest countries and will take the form of grants or low-rate, long-maturity loans. IFC, through the Global Health Platform, will be providing financing to vaccine manufacturers to foster expanded production of COVID-19 vaccines in both part 1 and 2 countries, providing production is reserved for emerging markets. The Development Committee holds a unique place in the international architecture. It is the only global forum in which the Governments of developed countries and the Governments of developing countries, creditor countries and borrower countries, come together to discuss development and the ‘net transfer of resources to developing countries.’ The current International Financial Architecture system is skewed in favor of the rich and creditor countries. It is important that all voices are heard, so Malpass urged the Ministers of developing countries to use their voice and speak their minds today. Malpass urged consideration of how we can build a new approach to debt restructuring that allows for a fair relationship and balance between creditors and debtors. This will be critical in restoring growth in developing countries; and helping reverse the inequality.
  • Publication
    Doing Business 2014 : Understanding Regulations for Small and Medium-Size Enterprises
    (Washington, DC: World Bank Group, 2013-10-28) World Bank; International Finance Corporation
    Eleventh in a series of annual reports comparing business regulation in 185 economies, Doing Business 2014 measures regulations affecting 11 areas of everyday business activity: Starting a business, Dealing with construction permits, Getting electricity, Registering property, Getting credit, Protecting investors, Paying taxes, Trading across borders, Enforcing contracts, Closing a business, Employing workers. The report updates all indicators as of June 1, 2013, ranks economies on their overall “ease of doing business”, and analyzes reforms to business regulation – identifying which economies are strengthening their business environment the most. The Doing Business reports illustrate how reforms in business regulations are being used to analyze economic outcomes for domestic entrepreneurs and for the wider economy. Doing Business is a flagship product by the World Bank and IFC that garners worldwide attention on regulatory barriers to entrepreneurship. More than 60 economies use the Doing Business indicators to shape reform agendas and monitor improvements on the ground. In addition, the Doing Business data has generated over 870 articles in peer-reviewed academic journals since its inception.
  • Publication
    World Development Report 2011
    (World Bank, 2011) World Bank
    The 2011 World development report looks across disciplines and experiences drawn from around the world to offer some ideas and practical recommendations on how to move beyond conflict and fragility and secure development. The key messages are important for all countries-low, middle, and high income-as well as for regional and global institutions: first, institutional legitimacy is the key to stability. When state institutions do not adequately protect citizens, guard against corruption, or provide access to justice; when markets do not provide job opportunities; or when communities have lost social cohesion-the likelihood of violent conflict increases. Second, investing in citizen security, justice, and jobs is essential to reducing violence. But there are major structural gaps in our collective capabilities to support these areas. Third, confronting this challenge effectively means that institutions need to change. International agencies and partners from other countries must adapt procedures so they can respond with agility and speed, a longer-term perspective, and greater staying power. Fourth, need to adopt a layered approach. Some problems can be addressed at the country level, but others need to be addressed at a regional level, such as developing markets that integrate insecure areas and pooling resources for building capacity Fifth, in adopting these approaches, need to be aware that the global landscape is changing. Regional institutions and middle income countries are playing a larger role. This means should pay more attention to south-south and south-north exchanges, and to the recent transition experiences of middle income countries.
  • Publication
    Classroom Assessment to Support Foundational Literacy
    (Washington, DC: World Bank, 2025-03-21) Luna-Bazaldua, Diego; Levin, Victoria; Liberman, Julia; Gala, Priyal Mukesh
    This document focuses primarily on how classroom assessment activities can measure students’ literacy skills as they progress along a learning trajectory towards reading fluently and with comprehension by the end of primary school grades. The document addresses considerations regarding the design and implementation of early grade reading classroom assessment, provides examples of assessment activities from a variety of countries and contexts, and discusses the importance of incorporating classroom assessment practices into teacher training and professional development opportunities for teachers. The structure of the document is as follows. The first section presents definitions and addresses basic questions on classroom assessment. Section 2 covers the intersection between assessment and early grade reading by discussing how learning assessment can measure early grade reading skills following the reading learning trajectory. Section 3 compares some of the most common early grade literacy assessment tools with respect to the early grade reading skills and developmental phases. Section 4 of the document addresses teacher training considerations in developing, scoring, and using early grade reading assessment. Additional issues in assessing reading skills in the classroom and using assessment results to improve teaching and learning are reviewed in section 5. Throughout the document, country cases are presented to demonstrate how assessment activities can be implemented in the classroom in different contexts.