Publication:
Exports to Jobs: Morocco’s Trade Patterns and Local Labor Market Outcomes

Loading...
Thumbnail Image
Files in English
English PDF (1.38 MB)
248 downloads
English Text (140 KB)
23 downloads
Date
2023-11-07
ISSN
Published
2023-11-07
Author(s)
Roche Rodriguez, Jaime Alfonso
Zárate, Daniela Ruiz
Editor(s)
Abstract
Morocco’s trade liberalization policies coincided with macroeconomic growth over the past two decades. The relationship between trade liberalization and individual-level labor market outcomes, however, are not well understood. By combining three complementary approaches and modeling techniques, this paper estimates (i) the relationship between trade agreements and trade flows, (ii) the relationship between trade exposure and various local labor market outcomes, and (iii) the relationship between firm employment and exports. The results show that tariffs have fallen and trade as a share of gross domestic product has increased. Morocco’s trade agreements, however, are not always associated with higher trade flows. Furthermore, trade has led to mixed results for workers. Increased trade has decreased informality but may have adversely affected female labor force participation. Trade liberalization seems to have induced a shift from female labor-intensive industries, such as apparel, to capital-intensive sectors that are predominantly male-intensive. The firm-level analysis confirms these results by showing that increases in employment from exports has occurred mainly in male, capital-intensive sectors.
Link to Data Set
Citation
Roche Rodriguez, Jaime Alfonso; Lopez-Acevedo, Gladys; Robertson, Raymond; Zárate, Daniela Ruiz. 2023. Exports to Jobs: Morocco’s Trade Patterns and Local Labor Market Outcomes. Policy Research Working Papers; 10595. © World Bank. http://hdl.handle.net/10986/40578 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs
    (Washington, DC: World Bank, 2025-04-03) Vagliasindi, Maria; Gorgulu, Nisan
    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) Borin, Alessandro; Mancini, Michele; Taglioni, Daria
    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
    Participation in Pension Programs in Low- and Middle-Income Countries
    (Washington, DC: World Bank, 2025-04-24) Giles, John; Joubert, Clément; Tanaka, Tomoaki
    Low- and middle-income countries are aging rapidly but stagnation of growth in participation in pension programs, due to widespread informal employment, presents a major fiscal challenge. Some claim that improving the design of pension program rules can encourage more pension contributions, while others push for universal non-contributory pensions. This paper reviews the recent academic literature on the determinants of active participation in pension systems in high- informality settings. An emerging body of evidence shows that participation responds significantly to financial incentives as well as nonfinancial obstacles. At the same time, pensions are imperfect substitutes for other strategies to cover longevity risk, including support through the family, which will remain crucial for many older people in fiscally constrained environments. Therefore, policy makers should integrate the design of contributory pensions, social pensions, and policies that facilitate other forms of elderly support and consider how all three interact. To inform such efforts, these interactions must be more systematically investigated, and the empirical evidence must be expanded beyond a small number of middle-income countries.
  • Publication
    Capitalizing on Digital Transformation to Enhance the Effectiveness of Property Institutions
    (Washington, DC: World Bank, 2025-04-14) Deininger, Klaus; Hilhorst, Thea; Zevenbergen, Jaap; Nkurunziza, Emmanuel
    Property registries have long been a pillar of state capacity and a basis for private market activity. While registry establishment and operation traditionally were costly and time consuming, digital technology makes low-cost registry operation and wide outreach easier. To guide developing countries aiming to establish such registries and measure progress, this paper develops indicators (in terms of digital coverage, interoperability, and property taxation for local service delivery and public land management) of effective digital registry service provision. Data from 85 countries highlight vast differences and provide suggestions for strategic reforms as well as a basis for measuring progress over time. Expanding geographical coverage and collecting these indicators on a regular basis could provide guidance to improve the way in which, by protecting property, the state creates the basis for widely shared prosperity and a livable environment.
  • Publication
    Bridging the Gap
    (Washington, DC: World Bank, 2025-04-21) Kruse, Hagen; Ohnsorge, Franziska; Tourek, Gabriel; Xie, Zoe Leiyu
    This paper examines tax revenue shortfalls in South Asian countries. On average during 2019–23, South Asian revenues totaled 18 percent of GDP—well below the average 24 percent among emerging market and developing economies (EMDEs). Econometric estimates from stochastic frontier analysis, which control for tax rates and the size of potential tax bases, suggest that tax revenues in the region are 1 to 7 percentage points of GDP below potential, with shortfalls in five of the region’s eight countries larger than in the average EMDE. Even after controlling for country characteristics, such as widespread informal economic activity outside the tax net and large agriculture sectors, sizable tax gaps remain, suggesting the need for improved tax policy and administration. The paper discusses and provides evidence from international experience with reforms to raise government revenues.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Dynamic Exports and Labor Markets for Inclusive Growth in Cambodia
    (Washington, DC: World Bank, 2024-09-09) Kokas, Deeksha; Roche Rodriguez, Jaime Alfonso; Lopez-Acevedo, Gladys; Robertson, Raymond; Karamba, Wendy
    Cambodia’s rapid economic growth in the past few decades has coincided with trade liberalization and structural transformation. This growth has been extensively associated with more employment, higher wages, shared prosperity, and poverty reduction. By combining two complementary approaches, the gravity model and the Bartik model, this paper estimates: (i) the relationship between trade agreements and trade flows, and (ii) the relationship between trade exposure and various local labor market outcomes. The gravity estimates show that trade agreements between the Association of Southeast Asian Nations are positively related with trade flows, and that Cambodia’s specific gains from these increases in trade have been larger than for the average trade agreement. This has led to better results for workers in Cambodia’s local labor markets. The shift-share Bartik results suggest that increases in trade exposure in Cambodian districts between 2009 and 2019 correlate with reduced informality and an increase in hours worked, with more positive effects for female workers.
  • Publication
    The Economic Impacts of the Syrian Refugee Migration on Jordan
    (Washington, DC: World Bank, 2024-09-10) Segnana, Juan; Lopez-Acevedo, Gladys; Robertson, Raymond; Roche Rodriguez, Jaime Alfonso
    The Syrian Civil War in 2011 led to a substantial influx of refugees into Jordan, with more than 660,000 Syrians arriving by 2015. More than half of these refugees were of working age. This study shows that Syrian refugees have less education than their Jordanian counterparts, and policies attempted to help them to assimilate into manufacturing. The study tests two hypotheses related to refugee assimilation. The first hypothesis examines the 2016 Jordan Compact with the European Union, which aimed to integrate Syrian refugees and improve Jordan’s export profile with simplified rules of origin for certain industries. If the Jordan Compact was effective, a relative increase in exports to the European Union, compared to other regions, would be expected. The second hypothesis suggests that the successful integration of Syrian workers into the manufacturing sector contributed to a boost in manufacturing exports to all destinations relative to other exports. The study conducts a gravity difference-in-differences analysis to evaluate these two hypotheses. The findings show little, if any, evidence supporting the first hypothesis but strong support for the second. These findings suggest that although the simplified rules of origin had limited impact on exports to the European Union, the Jordanian government effectively integrated Syrian workers into the manufacturing sector. Labor force surveys indicate that a skill mismatch impeded the integration of Syrian workers into the industries targeted by the Jordan Compact, but refugees were successfully assimilated into the manufacturing industry.
  • Publication
    Exports to Jobs
    (Washington, DC: World Bank, 2019-02-24) Artuc, Erhan; Lopez-Acevedo, Gladys; Robertson, Raymond; Samaan, Daniel
    South Asia’s economy has grown rapidly, and the region has made a significant reduction in poverty. However, the available jobs for the growing working population remain limited. Policy makers are contending with lingering concerns about jobless growth and poor job quality. Exports to Jobs: Boosting the Gains from Trade in South Asia posits that exports, could bring higher wages and better jobs to South Asia. We use a new methodology to estimate the potential impact from higher South Asian exports per worker on wages and employment. We find that increasing exports per worker would result in higher wages, mostly for the better-off groups—like the better-educated workers, men, and the more-experienced workers—although the less-skilled and rural workers would benefit from new job opportunities outside of the informal sector. Our report shows that to spread the benefits from higher exports widely, policies are needed to raise skills and get certain groups, such as women and youth, into more and better jobs. Complementary measures include removing trade barriers and investing in infrastructure, and increasing the ability of workers to find higher-paying jobs. Together, these actions would help South Asian countries spread the gains from being closely integrated into the global economy through exporting. This book, which is the product of a partnership between the International Labour Organization and the World Bank, contributes to our understanding of the impact that growing exports can have on increasing well-being, and it bridges the gap between academic research and policy making.
  • Publication
    Trends and Determinants of Female Labor Force Participation in Morocco
    (World Bank, Washington, DC, 2021-03) Devoto, Florencia; Lopez-Acevedo, Gladys; Morales, Matías; Roche Rodriguez, Jaime
    The U-shape theory argues that at early stages of development, countries experience a reduction in the female labor force participation, eventually followed by a recovery. In Morocco, female labor force participation is now lower than it was two decades ago due to several factors that are discussed in the paper. There is also a persistent 50-percentage-points gender gap in labor force participation rates, despite improvements typically related to development and female inclusion—such as a higher gross domestic product per capita, lower fertility rates, and better access to education. At the same time, urban job creation has not been able to offset rural job destruction nor the increase in the working age population for both genders. Using data from the Moroccan Labor Force Survey, the World Values Survey, and the Arab Barometer, probit models and a multinomial logit are estimated to explore the challenges affecting female insertion into the labor market. The findings show that higher educational attainment increases the probability of female participation, but this relationship has decreased over time, not being enough to offset other obstacles caused by other individual and household characteristics. Being married and the presence of other inactive women are found to decrease female participation. The educational level of the head of household (typically men) increases female inactivity, suggesting that potentially gender roles may drive women out of the labor market and slow the recovery in women’s participation.
  • Publication
    Exports and Labor Demand
    (World Bank, Washington, DC, 2022-10) Berg, Claudia N.; Robertson, Raymond; Lopez-Acevedo, Gladys
    Unlike many countries, the Arab Republic of Egypt did not experience significant labor market improvements following trade liberalization. This paper investigates why increased Egyptian exports did not directly increase employment. To illustrate the relationship between firm-level exporting and employment, the paper presents a simplified general equilibrium model with two sectors: one able to export and one “reserve” sector. The paper tests the implications of this theory using firm-level data from the World Bank’s Enterprise Surveys in 2013, 2016, and 2020. The firm-level microanalysis demonstrates that although there is a positive employment response to export expansion, it does not occur at a large enough scale to be felt at the macro level. To seize the benefits of trade, Egypt requires deeper business environment reforms to incentivize large export, labor-intensive sector growth and integrate its economy into global value chains.

Users also downloaded

Showing related downloaded files

  • Publication
    World Development Report 2004
    (World Bank, 2003) World Bank
    Too often, services fail poor people in access, in quality, and in affordability. But the fact that there are striking examples where basic services such as water, sanitation, health, education, and electricity do work for poor people means that governments and citizens can do a better job of providing them. Learning from success and understanding the sources of failure, this year’s World Development Report, argues that services can be improved by putting poor people at the center of service provision. How? By enabling the poor to monitor and discipline service providers, by amplifying their voice in policymaking, and by strengthening the incentives for providers to serve the poor. Freedom from illness and freedom from illiteracy are two of the most important ways poor people can escape from poverty. To achieve these goals, economic growth and financial resources are of course necessary, but they are not enough. The World Development Report provides a practical framework for making the services that contribute to human development work for poor people. With this framework, citizens, governments, and donors can take action and accelerate progress toward the common objective of poverty reduction, as specified in the Millennium Development Goals.
  • Publication
    Closing Gaps, Increasing Opportunities
    (Washington, DC: World Bank, 2022-03-03) World Bank
    As Nigeria faces the immediate challenge of stimulating economic recovery in the wake of the COVID-19 (coronavirus) pandemic and corresponding economic shocks, it also can address the sizable gender gaps that undermine women’s economic empowerment and hinder inclusive economic growth. Gender disparities in earnings not only hold back the Nigerian economy, they also represent an opportunity: closing the gender gaps in key economic sectors could yield additional gains of US9.3 billion dollars or up to US22.9 billion dollars. Women’s economic empowerment will also be key to accelerating a demographic transition and reaping the gains of a demographic dividend. Drawing on data from the most recent Nigeria General Household Survey (2018-2019), this report makes five critical contributions: (1) highlighting the gender gaps in labor force participation; (2) documenting the magnitude and drivers of the gender gaps in key economic sectors; (3) diving deep into three contextual constraints: land, livestock, and occupational segregation; (4) measuring the costs of the gender gaps; and (5) offering policy and programming recommendations of innovative options to close the gender gaps.
  • Publication
    Results-Based Financing in Education
    (World Bank, Washington, DC, 2019-01) Lee, Jessica D.; Medina, Octavio
    Results-based financing (RBF) has gained popularity in the international development community because of its potential to make education spending more effective and efficient. In the education sector, RBF has been primarily applied to four levels: teachers; students and families; schools; and governments. The results overall have been mixed, with some notable successes and some disappointing experiences. This report explores when and how RBF can help achieve better impacts in education. While there is no rigorous evidence available to suggest that RBF on its own is better at producing learning outcomes relative to other development financing modalities, there is a significant amount of research that shows RBF can have positive effects by incentivizing specific stakeholders in the education system. In addition, there is operational evidence available on how RBF can be designed and implemented with country partners more effectively. It is important for practitioners and policymakers to learn from this evidence as the RBF portfolio in education grows across development agencies.
  • Publication
    Impact Evaluation in Practice, Second Edition
    (Washington, DC: Inter-American Development Bank and World Bank, 2016-09-13) Gertler, Paul J.; Martinez, Sebastian; Premand, Patrick; Rawlings, Laura B.; Vermeersch, Christel M. J.
    The second edition of the Impact Evaluation in Practice handbook is a comprehensive and accessible introduction to impact evaluation for policy makers and development practitioners. First published in 2011, it has been used widely across the development and academic communities. The book incorporates real-world examples to present practical guidelines for designing and implementing impact evaluations. Readers will gain an understanding of impact evaluations and the best ways to use them to design evidence-based policies and programs. The updated version covers the newest techniques for evaluating programs and includes state-of-the-art implementation advice, as well as an expanded set of examples and case studies that draw on recent development challenges. It also includes new material on research ethics and partnerships to conduct impact evaluation. The handbook is divided into four sections: Part One discusses what to evaluate and why; Part Two presents the main impact evaluation methods; Part Three addresses how to manage impact evaluations; Part Four reviews impact evaluation sampling and data collection. Case studies illustrate different applications of impact evaluations. The book links to complementary instructional material available online, including an applied case as well as questions and answers. The updated second edition will be a valuable resource for the international development community, universities, and policy makers looking to build better evidence around what works in development.
  • Publication
    Government Guarantees : Allocating and Valuing Risk in Privately Financed Infrastructure Projects
    (Washington, DC: World Bank, 2007) Irwin, Timothy C.
    Government guarantees can help persuade private investors to finance valuable new infrastructure. But because their costs are hard to estimate and usually do not show up in the government's accounts, governments can be tempted to grant too many guarantees. Drawing on a diverse range of disciplines, including finance, history, economics, and psychology, Government Guarantees : Allocating and Valuing Risk in Privately Financed Infrastructure Projects aims to help governments give guarantees only when they are justified. It reviews the history of government guarantees and identifies the cognitive and political obstacles to good decisions about guarantees. It then develops a framework for judging when governments should bear risk in an infrastructure project (seeking to make precise the oft-invoked principle that risks should be allocated to those best placed to manage them); explains how guarantees can be valued; and discusses how aspects of public-sector management can be modified to improve the likely quality of government decisions about guarantees.