Publication: Understanding the Sources of Spatial Disparity and Convergence : Evidence from Bangladesh
Loading...
Published
2013-06
ISSN
Date
2013-09-26
Author(s)
Editor(s)
Abstract
This paper utilizes the mixed effects model to measure and decompose spatial disparity in per capita expenditure in Bangladesh between 2000 and 2010. It finds a significant decline in spatial disparity in urban areas and the country as a whole but no substantial change in rural areas. The decomposition analysis indicates that average years of education, the percentage of households with electricity connections, and phone ownership account for most of the spatial variations in welfare. Spatial convergence in urban areas can be explained primarily by the expansion of electricity and phone networks for household use. Improved access to these services had little effect on spatial disparity in rural areas. This paper offers several explanations for the difference in convergence rates between urban and rural areas.
Link to Data Set
Citation
“Shilpi, Forhad. 2013. Understanding the Sources of Spatial Disparity and Convergence : Evidence from Bangladesh. Policy Research Working Paper;No. 6519. © World Bank. http://hdl.handle.net/10986/15877 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Gender Gaps in the Performance of Small Firms: Evidence from Urban Peru(Washington, DC: World Bank, 2025-09-23)This paper estimates the gender gap in the performance of firms in Peru using representative data on both formal and informal firms. On average, informal female-led firms have lower sales, labor productivity, and profits compared to their male-led counterparts, with differences more pronounced when controlling for observable determinants of firm performance. However, gender gaps are only significant at the bottom of the performance distribution of informal firms, and these gaps disappear at the top of the distribution of informal firms and for formal firms. Possible explanations for the performance gaps at the bottom of the distribution include the higher likelihood of small, female-led firms being home-based, which is linked to lower profits, and their concentration in less profitable sectors. The paper provides suggestive evidence that household responsibilities play a key role in explaining the gender gap in firm performance among informal firms. Therefore, policies that promote access to care services or foster a more equal distribution of household activities may reduce gender productivity gaps and allow for a more efficient allocation of resources.Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.Publication Intergenerational Income Mobility around the World(Washington, DC: World Bank, 2025-07-09)This paper introduces a new global database with estimates of intergenerational income mobility for 87 countries, covering 84 percent of the world’s population. This marks a notable expansion of the cross-country evidence base on income mobility, particularly among low- and middle-income countries. The estimates indicate that the negative association between income mobility and inequality (known as the Great Gatsby Curve) continues to hold across this wider range of countries. The database also reveals a positive association between income mobility and national income per capita, suggesting that countries achieve higher levels of intergenerational mobility as they grow richer.Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication The Impact of Atlantic Hurricanes on Business Activity(Washington, DC: World Bank, 2025-09-22)This paper quantifies the short-run economic impact of 21 Atlantic hurricanes on U.S. local business activity from 2017 to 2024 using anonymized Mastercard transaction data aggregated by ZIP code. On average, hurricanes reduce merchant sales by 12.4 percent during the preparation, impact, and recovery phases—an estimated US$1.38 billion in lost revenue per storm. Substitution in spending across nearby areas or large online platforms is limited, indicating widespread local consumption declines. Economic disruption varies more by industry than storm intensity, with independent stores hit harder than chains. Local businesses with larger online presence face smaller, shorter sales declines, showing greater resilience.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Infrastructure Gap in South Asia : Inequality of Access to Infrastructure Services(World Bank Group, Washington, DC, 2014-09)The South Asia region is home to the largest pool of individuals living under the poverty line, coupled with a fast-growing population. The importance of access to basic infrastructure services on welfare and the quality of life is clear. Yet the South Asia region's rates of access to infrastructure (sanitation, electricity, telecom, and transport) are closer to those of Sub-Saharan Africa, the one exception being water, where the South Asia region is comparable to East Asia and the pacific and Latin America and the Caribbean. The challenge of increasing access to these services across the South Asia region is compounded by the unequal distribution of existing access for households. This study improves understanding of this inequality by evaluating access across the region's physical (location), poverty, and income considerations. The paper also analyzes inequality of access across time, that is, across generations. It finds that while the regressivity of infrastructure services is clearly present in South Asia, the story that emerges is heterogeneous and complex. There is no simple explanation for these inequalities, although certainly geography matters, some household characteristics matter (like living in a rural area with a head of household who lacks education), and policy intent matters. If a poorer country or a poorer state can have better access to a given infrastructure service than in a richer country or a richer state, then there is hope that policy makers can adopt measures that will improve access in a manner in which prosperity is more widely shared.Publication Afghanistan Poverty Status Update(Washington, DC, 2015-10)Afghanistan’s per capita Gross Domestic Product (GDP) grew at an average annual rate of 6.9 percent during that period. In contrast, in 2007-08, 36 percent of Afghans were poor, and four years later, still, more than one in three Afghans did not have the buying power to satisfy their basic food and non-food needs. Economic growth in Afghanistan, therefore, is not in and of itself enough to reduce poverty. To achieve poverty reduction, economic growth needs to be far more inclusive for everyone, regardless of their circumstances. While economic growth is necessary to reduce poverty, the poor must actually benefit from that growth. Poverty reduction hinges on the ability of the poorest to earn a good living; accumulate, control, and protect assets; and access quality services and opportunities. For Afghanistan, this means: strengthening agriculture, investing in human development, managing and mitigating risk.Publication Reshaping Egypt's Economic Geography : Domestic Integration as a Development Platform(Washington, DC, 2012-06)This report investigates Egypt's regional economic growth, explores the causes for geographically unbalanced development, and proposes policy options to make unbalanced growth compatible with inclusive development. Regional disparities in income and consumption may be attributed to differences in natural endowments and geographical location, but unbalanced growth is mostly due to economies of scale, spillover effects, and the lower transaction costs that result from agglomeration. In Egypt, despite rapid progress in most welfare indicators in lagging regions, there are still substantial gaps in consumption and opportunities between growth poles and the rest of the country. Adopting integration as a development platform is not simple because spatial disparities are spanned in three dimensions: urban/rural dichotomies, the upper Egypt/lower Egypt duality, and the differences between large metropolises and the rest of the country. This typology of instruments underlies the menu of options presented in this report as the basis of domestic spatial integration as a development platform to achieve more balanced and equitable development without sacrificing growth. This report first identifies the gaps in consumption and in opportunities, showing the stark contrasts between regions and how they evolve through time. It then explores the causes of the gaps, revealing a multiplicity of factors and exposing the complexity of the problem. Finally, the bulk of the report presents the policy options to address the integration challenges.Publication Arab Republic of Egypt - Reshaping Egypt's Economic Geography : Domestic Integration as a Development Platform, Volume 1(Washington, DC, 2012-06)This report investigates Egypt's regional economic growth, explores the causes for geographically unbalanced development, and proposes policy options to make unbalanced growth compatible with inclusive development. In Egypt, despite rapid progress in most welfare indicators in lagging regions, there are still substantial gaps in consumption and opportunities between growth poles and the rest of the country. This report's central proposal is adopting spatial integration as a development platform, in which the policy focus shifts from spreading out industrial location to spreading out access to basic public services and facilitating factor mobility, which will make growth more inclusive and development more balanced in Egypt. Egypt's new political environment provides an opportunity to examine this perennial problem from a new perspective. Adopting integration as a development platform is not simple because spatial disparities are spanned in three dimensions: urban/rural dichotomies, the upper Egypt/lower Egypt duality, and the differences between large metropolises and the rest of the country. This report first identifies the gaps in consumption and in opportunities, showing the stark contrasts between regions and how they evolve through time. It then explores the causes of the gaps, revealing a multiplicity of factors and exposing the complexity of the problem. Finally, the bulk of the report presents the policy options to address the integration challenges.Publication Repbulic of Chad Poverty Notes : Dynamics of Poverty and Inequality following the Rise of the Oil Sector(Washington, DC, 2013-09)Chad's chronically unstable security situation has long undermined broad-based economic growth and sustainable poverty reduction. Since independence in 1960 Chad has suffered from sporadic political violence and ongoing tensions between different factions. The country's fragile security has been further compromised by interference from neighboring states and spillover effects from regional conflicts. However, after rebel attacks in 2008 and 2009, and following the recent conclusion of a peace agreement between Chad and Sudan, the security situation in the country has remained relatively calm, presenting a valuable window of opportunity for development efforts to take root. The objective of this Poverty Note is to examine changes in poverty and inequality in Chad since the emergence of the oil sector. It will focus on the evolution of poverty indicators from the 2003 pre-oil baseline captured in the Chadian Household Consumption and Informal Sector Survey, or ECOSIT2 to the more recent findings of the 2011 ECOSIT3 and compare current monetary and nonmonetary poverty conditions in Chad with those of comparable countries. It will go on to assess the impact of oil production on the non-oil sectors of the Chadian economy. Finally, it will evaluate the extent to which public expenditures in the social sectors benefit the poor by analyzing the progressivity of social spending.
Users also downloaded
Showing related downloaded files
Publication Classroom Assessment to Support Foundational Literacy(Washington, DC: World Bank, 2025-03-21)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.Publication Lebanon Economic Monitor, Fall 2022(Washington, DC, 2022-11)The economy continues to contract, albeit at a somewhat slower pace. Public finances improved in 2021, but only because spending collapsed faster than revenue generation. Testament to the continued atrophy of Lebanon’s economy, the Lebanese Pound continues to depreciate sharply. The sharp deterioration in the currency continues to drive surging inflation, in triple digits since July 2020, impacting the poor and vulnerable the most. An unprecedented institutional vacuum will likely further delay any agreement on crisis resolution and much needed reforms; this includes prior actions as part of the April 2022 International Monetary Fund (IMF) staff-level agreement (SLA). Divergent views among key stakeholders on how to distribute the financial losses remains the main bottleneck for reaching an agreement on a comprehensive reform agenda. Lebanon needs to urgently adopt a domestic, equitable, and comprehensive solution that is predicated on: (i) addressing upfront the balance sheet impairments, (ii) restoring liquidity, and (iii) adhering to sound global practices of bail-in solutions based on a hierarchy of creditors (starting with banks’ shareholders) that protects small depositors.Publication The Journey Ahead(Washington, DC: World Bank, 2024-10-31)The Journey Ahead: Supporting Successful Migration in Europe and Central Asia provides an in-depth analysis of international migration in Europe and Central Asia (ECA) and the implications for policy making. By identifying challenges and opportunities associated with migration in the region, it aims to inform a more nuanced, evidencebased debate on the costs and benefits of cross-border mobility. Using data-driven insights and new analysis, the report shows that migration has been an engine of prosperity and has helped address some of ECA’s demographic and socioeconomic disparities. Yet, migration’s full economic potential remains untapped. The report identifies multiple barriers keeping migration from achieving its full potential. Crucially, it argues that policies in both origin and destination countries can help maximize the development impacts of migration and effectively manage the economic, social, and political costs. Drawing from a wide range of literature, country experiences, and novel analysis, The Journey Ahead presents actionable policy options to enhance the benefits of migration for destination and origin countries and migrants themselves. Some measures can be taken unilaterally by countries, whereas others require close bilateral or regional coordination. The recommendations are tailored to different types of migration— forced displacement as well as high-skilled and low-skilled economic migration—and from the perspectives of both sending and receiving countries. This report serves as a comprehensive resource for governments, development partners, and other stakeholders throughout Europe and Central Asia, where the richness and diversity of migration experiences provide valuable insights for policy makers in other regions of the world.Publication World Development Report 2006(Washington, DC, 2005)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 Argentina Country Climate and Development Report(World Bank, Washington, DC, 2022-11)The Argentina Country Climate and Development Report (CCDR) explores opportunities and identifies trade-offs for aligning Argentina’s growth and poverty reduction policies with its commitments on, and its ability to withstand, climate change. It assesses how the country can: reduce its vulnerability to climate shocks through targeted public and private investments and adequation of social protection. The report also shows how Argentina can seize the benefits of a global decarbonization path to sustain a more robust economic growth through further development of Argentina’s potential for renewable energy, energy efficiency actions, the lithium value chain, as well as climate-smart agriculture (and land use) options. Given Argentina’s context, this CCDR focuses on win-win policies and investments, which have large co-benefits or can contribute to raising the country’s growth while helping to adapt the economy, also considering how human capital actions can accompany a just transition.