Publication: Labor Market Distortions in Côte d’Ivoire : Analyses of Employer-Employee Data from the Manufacturing Sector
Loading...
Published
2005-11
ISSN
Date
2012-06-20
Author(s)
Kristensen, Nicolai
Editor(s)
Abstract
The authors investigate the extent and nature of distortions in the labor market in the Republic of Côte d'Ivoire by using quantile regression analysis on employer-employee data from the manufacturing sector. They find that the labor markets in Côte d'Ivoire do not seem to be much distorted. Unions may influence employment through tenure but do not seem to influence wages directly except for vulnerable minorities that seem protected by unions. Establishment-size wage effects are pronounced and highest for white-collar workers. This may be explained by the efficiency wage theory, so that, even in the absence of unions, segmentation and inefficiencies will still be present as long as firms seek to retain their employees by paying wages above the market clearing level. The inefficiency arising from establishment-size wage effects can be mitigated by education. Furthermore, the authors find that the premium to education is highly significantly positive only for higher education, and not for basic education, indicating that educational policies should also focus on higher education.
Link to Data Set
Citation
“Kristensen, Nicolai; Verner, Dorte. 2005. Labor Market Distortions in Côte d’Ivoire : Analyses of Employer-Employee Data from the Manufacturing Sector. Policy Research Working Paper; No. 3771. © World Bank. http://hdl.handle.net/10986/8566 License: CC BY 3.0 IGO.”
Digital Object Identifier
Associated URLs
Associated content
Other publications in this report series
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 South Africa’s Fragmented Cities: The Unequal Burden of Labor Market Frictions(Washington, DC: World Bank, 2026-01-08)Using high-resolution administrative, census, and satellite data, this paper shows that South African cities are characterized by spatial mismatches between where people live and where jobs are located, relative to 20 global peers. Areas within 5 kilometers of commercial centers have 9,300 fewer residents per square kilometer than expected, which is 60 percent below the global median. Poor, dense neighborhoods are most affected. In Johannesburg, a 10-percentile increase in distance from the nearest business hub corresponds to a 3.7-percentile drop in asset wealth (a proxy of household wellbeing) and 4.9-percentile drop in employment. In Cape Town, the declines are 4.0 and 3.7 percentiles, respectively. Employment is 87 percent lower in the poorest decile than the richest in Johannesburg and 61 percent lower in Cape Town. These findings suggest that South Africa’s spatial organization of people and economic activity constrains agglomeration and reinforces inequality. This methodology provides a scalable and standardized data-driven framework to analyze spatial accessibility and agglomeration frictions in complex, data-constrained urban systems.Publication The Evolution of Local Participatory Democracy in Nepal(Washington, DC: World Bank, 2025-11-05)Nepal is, according to its constitution, among the world’s most decentralized countries, with a long and complex tradition of local-level public participation. This paper traces the evolution of Nepal’s modern participatory institutions, examining the extent to which they are “induced” by external interventions versus being “organically” rooted in indigenous practices. The paper identifies three broad phases: an initial focus on participation in project implementation; a subsequent phase that expanded citizen engagement; and a third phase of citizen empowerment, culminating in the 2015 federal constitution, which granted unprecedented local autonomy. The analysis yields five key findings. First, over the past 50 years, successive reforms have progressively expanded opportunities for citizens to influence local decision-making. Second, these reforms have integrated traditional participatory mechanisms into formal institutions of local government. Third, although central-level initiatives exist, most participatory platforms continue to operate at the local level. Fourth, the federal constitution has created a new landscape of local democracy, embedding autonomy and accountability. Fifth, although they are still valued in many ethnic and territorial communities, traditional participatory practices are gradually disappearing. The paper concludes by offering policy recommendations to help donor agencies and governments strengthen Nepal’s democratic trajectory. It argues that effective interventions should build on Nepal’s deep participatory traditions while recognizing the constitutional reality of far-reaching local autonomy.Publication Institutional Capacity for Policy Implementation: An Analytical Framework(Washington, DC: World Bank, 2026-01-07)State capacity is an important prerequisite for policy implementation, yet at the country level it is difficult to measure, assess, and reform. This paper proposes a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, the paper defines the different dimensions that compose institutional capacity and groups them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). The paper proposes measures for organizational and governance dimensions using existing data, shows intra-institutional variation of these measures within countries, and discusses how new data could be collected for better measurement of these concepts. Finally, the paper illustrates how the framework can be used to diagnose the sources of common problems related to weak policy implementation.Publication Closing the Gender Gap in Entrepreneurship: Overcoming Challenges in Law and Practice for Female Entrepreneurs(Washington, DC: World Bank, 2026-01-07)Despite significant strides toward gender equality, women around the world continue to encounter systemic obstacles that hinder their entrepreneurial success. This paper systematically reviews the literature on the barriers female entrepreneurs face and the solutions proposed to overcome these challenges. It discusses institutional factors, financial factors, human capital factors, and social and cultural factors. The literature overview is complemented by a series of stylized facts that illustrate how overcoming some of these existing barriers is correlated with improved women’s entrepreneurship and female labor force participation, drawing on the World Bank’s Women, Business and the Law database as well as the World Bank’s Enterprise Surveys. The findings underscore the need for creating an enabling environment where women can thrive as entrepreneurs.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Labor Market Distortions in Cote d'Ivoire : Analyses of Employer-Employee Data from the Manufacturing Sector(2008)This paper investigates the extent and nature of distortions in the labor market in the Republic of Cote d'Ivoire by using quantile regression analysis on employer-employee data from the manufacturing sector. We found that the labor markets in Cote d'Ivoire do not seem to be much distorted. Unions may influence employment through tenure but do not seem to influence wages directly except for vulnerable minorities that seem protected by unions. Establishment-size wage effects are pronounced and highest for white-collar workers. This may be explained by the efficiency wage theory, so that, even in the absence of unions, segmentation and inefficiencies will still be present as long as firms seek to retain their employees by paying wages above the market clearing level. The inefficiency arising from establishment-size wage effects can be mitigated by education. Furthermore, the premium to education is found highly significantly positive only for higher education, and not for basic education, indicating that educational policies should also focus on higher education.Publication Do Minimum Wages in Latin America and the Caribbean Matter? Evidence from 19 Countries(World Bank, Washington, DC, 2006-03)Despite the existence of minimum wage legislation in most Latin American countries, there is little empirical evidence demonstrating its impact on the distribution of wages. In this study the authors analyze cross-country data for 19 Latin American and Caribbean (LAC) countries to gain an understanding of if and how minimum wages affect wage distributions in LAC countries. Although there is no single minimum wage institution in the LAC region, the authors find regional trends. Minimum wages affect the wage distribution in both the formal and, especially, the informal sector, both at the minimum wage and at multiples of the minimum. The minimum does not uniformly benefit low-wage workers: in countries where the minimum wage is relatively low compared to mean wages, the minimum wage affects the more disadvantaged segments of the labor force, namely informal sector workers, women, young and older workers, and the low skilled, but in countries where the minimum wage is relatively high compared to the wage distribution, it primarily affects wages of the high skilled. This indicates that the minimum does not generally lift the wages of all, but instead, it offers a wage into which employers can "lock in" wages that are already near that level. Thus, minimum wage legislation is more far-reaching than originally thought, affecting both the uncovered informal sector and those earning above the minimum. In addition, the relative level of the minimum wage is important for determining whose wages are affected.Publication Pakistan Labor Market Study : Regulation, Job Creation, and Skills Formation in the Manufacturing Sector(Washington, DC, 2006-09)In an effort to improve employment outcomes and industrial productivity, the Government of Pakistan (GoP) has launched a dual-track reform process involving broad-based overhaul of labor laws and institutions, and expansion and reform of the Vocational and Technical Training (VTT) system. Labor market regulation and laws are useful economic and social institutions designed to protect workers from undesirable consequences of market failure such as arbitrary or discriminatory actions by employers. They also help stabilize employment and household incomes against aggregate business cycles and shocks. Labor regulation is also an important element of society's instruments for the provision of social security and the maintenance of health, safety, and environmental standards in economic activities. Labor regulation in Pakistan is excessive by international standards, as can be seen from data on a number of indicators of labor market flexibility. All things considered, Pakistani industry and workers will seem to be better off with a more flexible labor market. The report analyzes the existing labor laws and institutions, along with the new draft laws, from this point of view. It also provides a review of the current VTT system and changes for it.Publication Earnings Premiums and Penalties for Self-Employment and Informal Employees around the World(World Bank, Washington, DC, 2016-01)This paper examines the earnings premiums associated with different types of employment in 73 countries. Workers are divided into four categories: non-professional own-account workers, employers and own-account professionals, informal wage employees, and formal wage employees. Approximately half of the workers in low-income countries are non-professional own-account workers and the majority of the rest are informal employees. Fewer than 10 percent are formal employees, and only 2 percent of workers in low-income countries are employers or own-account professionals. As per capita gross domestic product increases, there are large net shifts from non-professional own-account work into formal wage employment. Across all regions and income levels, non-professional own-account workers and informal wage employees face an earnings penalty compared with formal wage employees. But in low-income countries this earnings penalty is small, and non-professional own-account workers earn a positive premium relative to all wage employees. Earnings penalties for non-professional own-account workers tend to increase with gross domestic product and are largest for female workers in high-income countries. Men earn greater premiums than women for being employers or own-account professionals. These results are consistent with compensating wage differentials and firm quasi-rents playing important roles in explaining cross-country variation in earnings penalties, and raise questions about the extent to which the unskilled self-employed are rationed out of formal wage work in low-income countries.Publication Labor Markets and School-to-Work Transition in Egypt : Diagnostics, Constraints, and Policy Framework(World Bank, Washington, DC, 2010-11)Analysis in this policy note indicates a rapid deterioration in employment opportunities for young individuals transitioning from school to work in Egypt. Despite substantial improvements in labor market outcomes in recent years (in raising employment and participation and in lowering unemployment), unemployment rates in Egypt remain exceedingly high among youth entering the labor market for the first time. A slow school-to-work transition remains the main reason behind high unemployment rates. Young entrants to the labor market have become more educated than ever before: the share of the working-age-population with university education in Egypt has increased significantly between the years 1998 and 2006 (from 14% to 19% among men and from 9% to 14% among women). However, youth are unable to capitalize the time and resources invested in their education as the labor market is not providing enough good-quality jobs for them. To cope with scarce formal jobs, young-educated workers are opting to work in the informal sector and/or withdraw from the labor force, which is contributing to a deadweight loss of recent investments in education. There are three key factors that seem to explain why school-to-job transition remains low in Egypt: investments in the private sector remain low and capital intensive, new graduates are not equipped with the skills demanded by the private sector, and the public sector still provides incentives for educated individuals (mainly women) to queue for private sector jobs. There are several policy options used in the international context to further enhance the performance of the labor market; such as enhancing employability of new entrants, reforming the technical and vocational training system, and designing targeted programs aiming to boost labor demand.
Users also downloaded
Showing related downloaded files
Publication The Sub Prime Crisis : Implications for Emerging Markets(World Bank, Washington, DC, 2008-09)This paper discusses some of the key characteristics of the U.S. subprime mortgage boom and bust, contrasts them with characteristics of emerging mortgage markets, and makes recommendations for emerging market policy makers. The crisis has raised questions in the minds of many as to the wisdom of extending mortgage lending to low and moderate income households. It is important to note, however, that prior to the growth of subprime lending in the 1990s, U.S. mortgage markets already reached low and moderate-income households without taking large risks or suffering large losses. In contrast, in most emerging markets, mortgage finance is a luxury good, restricted to upper income households. As policy makers in emerging market seek to move lenders down market, they should adopt policies that include a variety of financing methods and should allow for rental or purchase as a function of the financial capacity of the household. Securitization remains a useful tool when developed in the context of well-aligned incentives and oversight. It is possible to extend mortgage lending down market without repeating the mistakes of the subprime boom and bust.Publication Empowerment in Practice : From Analysis to Implementation(Washington, DC: World Bank, 2006)This book represents an effort to present an easily accessible framework to readers, especially those for whom empowerment remains a puzzling development concern, conceptually and in application. The book is divided into two parts. Part 1 explains how the empowerment framework can be used for understanding, measuring, monitoring, and operationalizing empowerment policy and practice. Part 2 presents summaries of each of the five country studies, using them to discuss how the empowerment framework can be applied in very different country and sector contexts and what lessons can be learned from these test cases. While this book can offer only a limited empirical basis for the positive association between empowerment and development outcomes, it does add to the body of work supporting the existence of such a relationship. Perhaps more importantly, it also provides a framework for future research to test the association and to prioritize practical interventions seeking to empower individuals and groups.Publication Environmental, Social, and Governance Investing(World Bank, Washington, DC, 2021-03-01)This primer responds to central banks’ growing demand for knowledge on social, governance, and environmental considerations (ESG) in the investment process. This area has gained traction in the last two decades. More recently, central banks’ interest in ESG has increased, but much of the information available is aimed at investors with different investment objectives and broadly diversified portfolios. The authors fill that information gap by reviewing the definitions of ESG and the main ESG investment approaches, including their applicability to asset classes. The authors then examine how foreign reserve managers can apply ESG investing in their reserve management operations. The authors find limited scope for implementing ESG strategies in reserve management, given that most central banks still invest primarily in sovereign bonds of major economies. Yet, the authors also identify opportunities and critical considerations for central banks interested in implementing ESG investing in their reserve management operations.Publication Digital Progress and Trends Report 2023(Washington, DC: World Bank, 2024-03-05)Digitalization is the transformational opportunity of our time. The digital sector has become a powerhouse of innovation, economic growth, and job creation. Value added in the IT services sector grew at 8 percent annually during 2000–22, nearly twice as fast as the global economy. Employment growth in IT services reached 7 percent annually, six times higher than total employment growth. The diffusion and adoption of digital technologies are just as critical as their invention. Digital uptake has accelerated since the COVID-19 pandemic, with 1.5 billion new internet users added from 2018 to 2022. The share of firms investing in digital solutions around the world has more than doubled from 2020 to 2022. Low-income countries, vulnerable populations, and small firms, however, have been falling behind, while transformative digital innovations such as artificial intelligence (AI) have been accelerating in higher-income countries. Although more than 90 percent of the population in high-income countries was online in 2022, only one in four people in low-income countries used the internet, and the speed of their connection was typically only a small fraction of that in wealthier countries. As businesses in technologically advanced countries integrate generative AI into their products and services, less than half of the businesses in many low- and middle-income countries have an internet connection. The growing digital divide is exacerbating the poverty and productivity gaps between richer and poorer economies. The Digital Progress and Trends Report series will track global digitalization progress and highlight policy trends, debates, and implications for low- and middle-income countries. The series adds to the global efforts to study the progress and trends of digitalization in two main ways: · By compiling, curating, and analyzing data from diverse sources to present a comprehensive picture of digitalization in low- and middle-income countries, including in-depth analyses on understudied topics. · By developing insights on policy opportunities, challenges, and debates and reflecting the perspectives of various stakeholders and the World Bank’s operational experiences. This report, the first in the series, aims to inform evidence-based policy making and motivate action among internal and external audiences and stakeholders. The report will bring global attention to high-performing countries that have valuable experience to share as well as to areas where efforts will need to be redoubled.Publication Global Economic Prospects, January 2025(Washington, DC: World Bank, 2025-01-16)Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.