Publication: Structural Change in Ethiopia : An Employment Perspective
Loading...
Date
2014-01
ISSN
Published
2014-01
Author(s)
Editor(s)
Abstract
This paper investigates whether the Ethiopian economy is undergoing a virtuous process of structural change. In particular, it assesses the relative contributions of within-sector and between-sector productivity to output per capita growth. Based on data disaggregated into eight sectors for the period 1996-2011, the analysis suggests that the structure of output has changed considerably -- predominantly from agriculture to services -- but changes in the composition of employment have lagged behind. Labor productivity growth has been strong across most sectors, albeit mainly driven by within-sector productivity improvements. Nonetheless, the pace of structural change is accelerating and its relative contribution to output growth is increasing.
Link to Data Set
Citation
“Martins, Pedro. 2014. Structural Change in Ethiopia : An Employment Perspective. Policy Research Working Paper;No. 6749. © World Bank. http://hdl.handle.net/10986/16829 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication The Asymmetric Bank Distress Amplifier of Recessions(Washington, DC: World Bank, 2025-07-11)One defining feature of financial crises, evident in U.S. and international data, is asymmetric bank distress—concentrated losses on a subset of banks. This paper proposes a model in which shocks to borrowers’ productivity dispersion lead to asymmetric bank losses. The framework exhibits a “bank distress amplifier,” exacerbating economic downturns by causing costly bank failures and raising uncertainty about the solvency of banks, thereby pushing banks to deleverage. Quantitative analysis shows that the bank distress amplifier doubles investment decline and increases the spread by 2.5 times during the Great Recession compared to a standard financial accelerator model. The mechanism helps explain how a seemingly small shock can sometimes trigger a large crisis.Publication From Tailwinds to Headwinds(Washington, DC: World Bank, 2025-07-10)The first quarter of the twenty-first century has been transformative for emerging market and developing economies (EMDEs). These economies now account for about 45 percent of global GDP, up from about 25 percent in 2000, a trend driven by robust collective growth in the three largest EMDEs—China, India, and Brazil (the EM3). Collectively, EMDEs have contributed about 60 percent of annual global growth since 2000, on average, double the share during the 1990s. Their ascendance was powered by swift global trade and financial integration, especially during the first decade of the century. Interdependence among these economies has also increased markedly. Today, nearly half of goods exports from EMDEs go to other EMDEs, compared to one-quarter in 2000. As cross-border linkages have strengthened, business cycles among EMDEs and between EMDEs and advanced economies have become more synchronized, and a distinct EMDE business cycle has emerged. Cross-border business cycle spillovers from the EM3 to other EMDEs are sizable, at about half of the magnitude of spillovers from the largest advanced economies (the United States, the euro area, and Japan). Yet EMDEs confront a host of headwinds at the turn of the second quarter of the century. Progress implementing structural reforms in many of these economies has stalled. Globally, protectionist measures and geopolitical fragmentation have risen sharply. High debt burdens, demographic shifts, and the rising costs of climate change weigh on economic prospects. A successful policy approach to accelerate growth and development should focus on boosting investment and productivity, navigating a difficult external environment, and enhancing macroeconomic stability.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 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.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Romania - Functional Review : Labor and Social Protection Sector, Final Report, Volume 2(Washington, DC, 2011-06)The Government of Romania (GOR), in agreement with the European Commission (EC), requested functional reviews of the Romanian public administration through an independent advisory service with the World Bank. The general objective of this advisory service is to review the current situation of the Labor and Social Protection (L&SP) sector, assess its functioning and develop an action plan that the GOR can use over the short- to medium-term to strengthen its effectiveness in the public administration. In meeting this objective, the World Bank examined: (i) whether the policy goals and objectives of the Ministry of Labor and Social Protection (MoLFSP) and its agencies are clearly defined in measurable and achievable terms; (ii) whether the management systems, policies, staffing, and organizational structure are appropriate for them to meet their objectives; and (iii) whether factors external to the institutions that may impede their ability to meet their objectives. The report is organized into two volumes. Volume One summarizes the main findings and messages, presents priorities for reform, and suggests an action plan to carry out these priority reforms. Volume Two provides chapters with the background diagnostics, assessment and findings in depth, covering: Main Sector Features and Institutional Mapping; Ministry of Labor Family and Social Protection; Labor Market; Pensions; Social Assistance (Cash Transfers); Social Assistance Services; Information Management (cross-cutting)Publication Ethiopia - The Employment Creation Effects of the Addis Ababa Integrated Housing Program(World Bank, 2009-03-01)Ethiopia's second poverty reduction strategy, the Plan for Accelerated and Sustained Development to End Poverty (PASDEP) outlines a strategy of complementing a continued strong focus on increasing agricultural productivity with an increased emphasis on urban development. In this context it highlights the importance of facilitating accelerated employment generation to address the issue of high levels of urban unemployment. This report is organized as follows: chapter two provides more detailed background information on the program's operation and goals. Chapter three focuses on the methodology for this study, by articulating the key hypotheses tested in this analysis and identifying its limitations. The chapter also describes the main source of information for this study, a purposively collected survey of firms and workers in the construction sector. Chapter four addresses the central issue of this report by providing a snapshot of the beneficiaries of the program, focusing both on firms and workers and reviewing the effects of the program in terms of employment creation, both in static and in dynamic terms. Chapter five provides evidence on the effectiveness of the support offered by the program, and provides some evidence on the general equilibrium effects of the program. Finally, chapter six provides an assessment of the distributional effects of the program through its employment creation effects. Chapter seven reviews the main conclusions emerging from the study and draws the policy implications for the program, particularly in light o f its ongoing scaling up.Publication Armenia - Labor Market Dynamics : Volume 1. Overview(Washington, DC, 2007-05)This study is intended to help Armenian policymakers better understand the main factors behind modest labor market outcomes and to identify policy options to create more and better jobs. The report is based on data from administrative statistics, labor force surveys, and household surveys. The objective of the study is to determine the main factors behind poor labor market outcomes in Armenia: high unemployment of long duration despite rapid economic growth. To do so, it will assess, first, the key characteristics of the demand for labor. These include (a) the impact of macroeconomic policies on job growth; (b) wage flexibility and unit labor costs; (c) cost-of-doing-business factors, including costs, risks, and barriers to competition faced by firms; and (d) employment promotion legislation and labor market institutions. Recommendations are made on policies that can promote an effective and sustainable increased demand for labor; second, the key characteristics of the supply of labor, including the impact of long-term demographic developments and labor migration, and the impact of social benefits on the reallocation of labor. Policy options are analyzed that can support the development of an efficient supply of labor to a modern high-wage market economy; and, third, the mechanisms by which employers and workers are brought into contact with each other, and recommend policies that support efficient and effective labor market institutions. The report consists of two volumes. Volume I provides an overview of the study and summarizes its conclusions. Volume II provides a more technical and detailed analysis of various aspects of labor market transition in Armenia.Publication Fewer Jobs or Smaller Paychecks? Aggregate Crisis Impacts in Selected Middle-Income Countries(2011-09-01)This paper reviews evidence from 44 middle-income countries on how the recent financial crisis affected jobs and workers' incomes. In addition to providing a rare assessment of the magnitude of the impact across several middle-income countries, the paper describes how labor markets adjusted and how the adjustments varied for different types of countries. The main finding is that the crisis affected the quality of employment more than the number of jobs. Overall, the slow-down in earning growth was considerably higher than that in employment, and the decline in gross domestic product was associated with a sharp decline in output per worker, particularly in the industrial sector. In several counties, hours per worker declined and hourly wages changed little. But both the magnitude and nature of the adjustments varied considerably across countries. For a given drop in gross domestic product, earnings declined more in countries with larger manufacturing sectors, smaller export sectors, and more stringent labor market regulations. In addition, overall employment became more sensitive to growth in gross domestic product. These findings have implications that go beyond the recent financial crisis as they highlight (i) the limitations of focusing policy responses on maintaining jobs and providing alterative employment or replacement income for the unemployed, and (ii) the critical role of fast-track data systems that are capable of monitoring ongoing labor market adjustment during economic downturns, in supporting the design of effective policy responses.Publication Bosnia and Herzegovina 2001-2004 : Enterprise Restructuring, Labor Market Transitions and Poverty(World Bank, Washington, DC, 2008-01)This paper takes stock of labor market developments in Bosnia and Herzegovina over the period 2001-2004, using the panel Living Standards Measurement Study/Living in Bosnia and Herzegovina survey. The analysis estimates a multinomial logit model of labor market transitions by state of origin (employment, unemployment, and inactivity) following the specification of widely used models of transition probabilities, and analyzes the impact of standard covariates. The results provide strong evidence that there are indeed significant differences in labor market transitions by gender, age, education, and geographic location. Using the panel structure of the multi-topic survey data, the authors find that these transitions are related to welfare dynamics, with welfare levels evolving differently for various groups depending on their labor market trajectories. The findings show that current labor market trends reflecting women's movement out of labor markets and laid-off male workers accepting informal sector jobs characterized by low productivity will lead to adverse social outcomes. These outcomes could be averted if the planned enterprise reform program creates a more favorable business environment and leads to faster restructuring and growth of firms.
Users also downloaded
Showing related downloaded files
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.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 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.