Publication:
Trade and Poverty in EU Regions: An Empirical Analysis

Loading...
Thumbnail Image
Files in English
English PDF (2.48 MB)
683 downloads
Published
2020-01
ISSN
Date
2020-03-23
Author(s)
Mulabdic, Alen
Cieszkowsky, Ludmila
Editor(s)
Abstract
This study builds on recent efforts by the World Bank and the European Commission in generating detailed poverty estimates at detailed subnational levels (the EU Poverty Map). This information is combined with estimates of subnational trade flow data for subnational regions between 2000-2010, as well as information on country and regional characteristics. Poverty estimates from the EU Poverty Map refers to a relative concept of poverty, measuring the share of population below a country-specific low-income threshold. This notion of relative poverty can be informative of disparities in welfare gains within countries often associated with trade, especially given the current backlash on globalization from the perception that it may leave some segments of the population behind. The negative relationship between poverty and trade is observed when both import and export openness are considered individually, but it arises more clearly in the case of export orientation. Export orientation can be associated with lower levels of poverty particularly in the poorest regions. The relationship between import exposure and poverty rates is not significant. Additional analyses show that export openness is more strongly linked to lower poverty in regions where production tends to be more ‘low-tech’. All together, these results suggest that both exports and imports are associated to lower poverty, but especially when it relates to higher export opportunities in poorer regions and where production is concentrated in relatively labor-intensive goods. While this analysis does not consider micro-level effects such as at the enterprise or household level that could possibly show greater heterogeneity, the results suggest that cross-country estimates in the literature that show a positive effect of trade openness on economic performance tend to hold at subnational regional levels in the EU. Overall, this study shows that poverty and the relative concentrations of poor people in the EU is an issue that policymakers should put high on the agenda. Opening markets and creating a more level playing field in global markets for export opportunities is critical for regional development. For certain regions however, policies to support the transition and the mitigation of transition costs may be necessary. While the empirical evidence is still building up, whether this assistance should be industry-based, versus locality based, is an important distinction, as trade shock effects seems to matter more by locality than by industry.
Link to Data Set
Citation
Mulabdic, Alen; Signoret, José; Cieszkowsky, Ludmila. 2020. Trade and Poverty in EU Regions: An Empirical Analysis. © World Bank. http://hdl.handle.net/10986/33454 License: CC BY 3.0 IGO.
Digital Object Identifier
Associated URLs
Associated content
Report Series
Other publications in this report series
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Regional Household and Poverty Effects of Russia's Accession to the World Trade Organization
    (World Bank, Washington, DC, 2008-03) Rutherford, Thomas; Tarr, David
    This paper develops a seven-region comparative static computable general equilibrium model of Russia to assess the impact of accession to the World Trade Organization on these seven regions (the federal okrugs) of Russia. In order to assess poverty and distributional impacts, the model includes ten households in each of the seven federal okrugs, where household data are taken from the Household Budget Survey of Rosstat. The model allows for foreign direct investment in business services and endogenous productivity effects from additional varieties of business services and goods, which the analysis shows are crucial to the results. National welfare gains are about 4.5 percent of gross domestic product in the model, but in a constant returns to scale model they are only 0.1 percent. All deciles of the population in all seven federal okrugs can be expected to significantly gain from Russian World Trade Organization accession, but due to the capacity of their regions to attract foreign direct investment, households in the Northwest region gain the most, followed by households in the Far East and Volga regions. Households in Siberia and the Urals gain the least. Distribution impacts within regions are rather flat for the first nine deciles; but the richest decile of the population in the three regions that attract a lot of foreign investment gains significantly more than the other nine representative households in those regions.
  • Publication
    Poverty Alleviation in Jordan : Lessons for the Future
    (Washington, DC: World Bank, 2001-06) Shaban, Radwan A.; Abu-Ghaida, Dina; Al-Naimat, Abdel-Salam
    This report draws lessons for improving the policy design of poverty alleviation schemes in Jordan. The conclusions herein are based on analyses of trends in consumption poverty in Jordan and assessment of the impact of government programs (including food subsidies and cash transfers) on poverty alleviation in the 1990s. Poverty declined between 1992 and 1997 because inequality declined. Government programs, especially those targeted to the poor like the National Aid Fund, contributed to poverty alleviation. However, poverty continues to be a major policy challenge for Jordan: the poor and near-poor remain vulnerable as a result of the shallowness of poverty in Jordan (many people are concentrated close to the poverty line) and the adverse effects of potential shocks. The report concludes the following: 1) sustainable poverty reduction requires resumption and sustainability of growth; 2) there is a need for a policy response to the vulnerability of the poor and near-poor to economic shocks; 3) the capacity of the National Aid Fund (NAF) needs to be significantly enhanced; and 4) continued priority needs to be placed on human development policies, particularly those affecting the poor.
  • Publication
    Estimating the Poverty Impacts of Trade Liberalization
    (World Bank, Washington, DC, 2002-02) Reimer, Jeffrey J.
    As a new round of World Trade Organization negotiations is being launched with greater emphasis on developing country participation, a body of literature is emerging which quantifies how international trade affects the poor in developing countries. In this survey of the literature, the author summarizes and classifies 35 trade and poverty studies into four methodological categories; cross-country regression, partial-equilibrium and cost-of-living analysis, general-equilibrium simulation, and micro-macro synthesis. These categories include a broad range of methodologies in current use. The continuum of approaches is bounded on one end by econometric analysis of household expenditure data, which is the traditional domain of poverty specialists, and sometimes labeled the "bottoms-up" approach. On the other end of the continuum are computable general equilibrium models based on national accounts data, or what might be called the "top-down" approach. Another feature of several recent trade and poverty studies--and one of the primary conclusions to emerge from the October 2000 "Conference on Poverty and the International Economy," sponsored by Globkom and the World Bank--is the recognition that factor markets are perhaps the most important link between trade and poverty, since households tend to be much more specialized in income than they are in consumption. Meanwhile, survet data on the income sources of developing country households has become increasingly available. As a result, this survey gives particular emphasis to the means by which studies address factor market links between trade and poverty. The general conclusion of the author's survey is that any analysis of trade and poverty needs to be informed by both the bottom-up and top-down perspectives. Indeed, recent "two-step" micro-macro studies sequentially link these two types of frameworks, such that general equilibrium mechanisms are incorporated along with detailed household survey information. Another methodology in a similar spirit and also increasingly used involves incorporating large numbers of surveyed households into a general-equilibrium simulation model. Although most of these studies have so far been limited to a single region, these approaches can be readily adapted for multi-region modeling so that trade and poverty comparisons can be made across countries within a consistent framework.
  • Publication
    Third-Country Effects of Regional Trade Agreements
    (World Bank, Washington, DC, 2019-11) Lee, Woori; Mulabdic, Alen; Ruta, Michele
    Do regional trade agreements negatively impact non-members? This paper revisits this long-standing trade policy question using firm-level data and detailed information on the content of trade agreements. Differently from the conventional view on trade diversion, the analysis identifies a positive spillover effect of regional trade agreements: they increase the probability of export and entry of third-country firms that previously exported to one of the member countries. This spillover effect is driven by deeper trade agreements, as they make member countries more "similar" in terms of the regulatory environment. Indeed, firms exporting regulation-intensive products benefit disproportionately more from deep trade agreements in destination markets, especially if the agreement includes nondiscriminatory provisions and addresses regulatory issues.
  • Publication
    Pakistan Poverty Trends, Scenarios and Drivers
    (World Bank, Washington, DC, 2014-06-05) Lopez-Calix, Jose; Mejia, Carolina; Newhouse, David; Sobrado, Carlos
    This policy paper examines recent poverty trends in Pakistan. Official statistics continue to indicate strong poverty reduction through 2010-11, thanks in large part to policies and investments that boosted productivity in the non-agricultural sector. Poverty fell a bit more than other countries with similar rates of growth, as growth was slightly pro-poor and also benefited the bottom 40 percent. Alternative indicators such as access to public services have also improved, though at a slower rate since 2008 the year of twin global and domestic crises that hardly hit Pakistan. While increased productivity among non-agricultural workers has been a key factor driving poverty reduction, cash transfers through the Benazir Income Support Program (BISP) and workers' remittances from abroad also made moderate contributions. Simulations suggest that higher growth rates would further accelerate poverty reduction, but would have smaller effects on attaining other Millennium Development Goals. Despite this progress on poverty reductions, a major concern is that large numbers of people still remain concentrated just above the poverty line, thus remaining vulnerable to even small shocks, like natural disasters. Furthermore, the Pakistani economy has failed to create enough salaried and non-agricultural jobs, and female labor force participation remains unusually low by regional and worldwide standards. BISP cash transfers have helped reduce poverty and are well-targeted, but their coverage still is small; while remittances accrue mainly to non-poor households. If Pakistan can address these remaining constraints and also achieve more rapid growth, in particular with less frequent load-shedding and high levels of investment in human capital, the labor market has the potential to absorb new workers and further accelerate the improvement in living standards for the poor and near-poor.

Users also downloaded

Showing related downloaded files

  • Publication
    Jobs in a Changing Climate: Insights from World Bank Group Country Climate and Development Reports Covering 93 Economies
    (Washington, DC: World Bank, 2025-11-05) World Bank
    The World Bank Group’s Country Climate and Development Reports (CCDRs) provide a crosscutting look at how countries’ development prospects, and the job opportunities they offer to their people, can be threatened by climate impacts and supported by climate policies. Climate change and policies affect jobs through impacts on productivity, energy and material efficiency, and physical, human, and natural capital. They can also transform employment opportunities, especially through complementary measures that help workers and firms adapt to and benefit from new technologies and production practices. Prepared by the World Bank, the International Finance Corporation (IFC), and the Multilateral Investment Guarantee Agency (MIGA), CCDRs integrate country perspectives, climate science and economic modeling, private sector information, and policy analysis to assess how countries can successfully grow and develop their economies and create jobs despite increasing climate risks and while achieving their climate objectives and commitments. Each CCDR starts from the country’s development priorities, opportunities, and challenges, and is developed in close consultation with governments, businesses, and civil society, ensuring the recommendations reflect national priorities. By combining evidence on adaptation, resilience, and emissions pathways, CCDRs highlight where climate action can reinforce development and job creation, and where targeted policies are needed to manage risks and smooth labor market transitions. Taken together, these elements can help create local jobs, ensure economic transitions are just and inclusive, and equip workers and firms to navigate the disruptions and opportunities of a changing climate and changing technologies.
  • Publication
    Comoros Country Climate and Development Report
    (Washington, DC: World Bank, 2025-06-18) World Bank Group
    The Union of the Comoros (The Comoros) has significant vulnerability to climate change-related risks but has considerable opportunities to strengthen preparedness and resilience against these challenges. According to the Notre Dame Global Adaptation Index, the Comoros is the 29th-most vulnerable country to climate change and the 163rd most ready to adapt (out of 191). The Comoros archipelago is exposed to many natural hazards that adversely affect the country’s natural capital, people, and physical infrastructure. In 2014, the economic cost of climate-related disasters was estimated at 5.7 million dollars annually, equivalent to 9.2 percent of Gross Domestic Product (GDP). Between 2018 and 2023, as many as 11 tropical depressions or cyclones impacted the country, with Cyclone Kenneth causing the greatest damage, equivalent to 14 percent of GDP, resulting in total economic growth falling from 3.6 percent in 2018 to 1.9 percent in 2019. More than 345,000 people (40 percent of the population) were affected by the cyclone, with 185,000 people experiencing severe impacts and 12,000 people displaced. However, there is an opportunity for the country to grow more robust and shock-responsive, and to establish pre-positioned funding mechanisms to enhance future crisis response efforts. For the Comoros, adaptation and climate-resilient development are the key climate change focus areas, with the country projected to face 836 million dollars 2050 in additional costs due to climate-related impacts. Current plans to adapt to the impacts of climate change in the Comoros include efforts to improve water management, strengthen coastal protection, and develop climate-smart agriculture practices. Given the country’s reliance on its natural resource base for economic growth and mobility, protection of these resources from climate change will be essential for promoting resilient growth and development. In addition to growing the adaptive capacity of the country’s natural resource sectors, strategic economic diversification will be important to help minimize future climate impacts, and development activities will need to be undertaken in such a way as to attract low-carbon co-benefits. The Union of the Comoros is committed to addressing climate change through its Nationally Determined Contribution (NDC) and national priorities. The country’s NDC (which was revised in 2021 for a ten-year horizon) sets ambitious targets, with a goal of reducing greenhouse gas emissions by 23 percent by 2030. The country also plans to significantly increase the share of renewable energy in its energy portfolio, reaching 33 MW by 2030. This will not only promote low-carbon development but also reduce the country’s dependency on imported oil and coal, which currently make up 95 percent of the energy mix. Additionally, the Comoros has declared its intention to increase CO2 removals by 47 percent by 2030, compared to BAU.
  • Publication
    Kyrgyz Republic Country Climate and Development Report
    (Washington, DC: World Bank, 2025-11-03) World Bank Group
    This Country Climate and Development Report (CCDR) on the Kyrgyz Republic aims to support the country’s development goals amid a changing climate. The CCDR considers two policy scenarios up to 2050: the business-as-usual (BAU) and high-growth scenarios. As it quantifies the likely impacts of climate change on the Kyrgyz economy between now and 2050, the report highlights key government actions to best prepare for and adapt to climate impacts (referred to as “with adaptation” measures), with a particular focus on the time horizon up to 2030. The CCDR also outlines a path to net zero emissions by 2050 (referred to as “with mitigation” measures, “decarbonization,” or, simply, “net zero 2050”), highlighting associated development co-benefits.
  • Publication
    Guinea-Bissau Country Climate and Development Report
    (Washington, DC: World Bank, 2024-10-23) World Bank Group
    Guinea-Bissau is endowed with a wealth of natural resources, with the highest natural capital per capita in West Africa (US3,874 dollars per capita), which could be leveraged for sustainable and resilient growth. However, Guinea-Bissau faces significant development hurdles, such as high poverty rates, political instability, and economic challenges, including an over-reliance on cashew nuts. Rural poverty has increased, and the nation's infrastructure, education, and health care systems are underdeveloped. Climate change poses a severe threat, potentially impacting agriculture, fisheries, and infrastructure. Without adaptation, it could lead to a significant cut in real GDP per capita (minus 7.3 percent by 2050) and increase in poverty (with up to over 200,000 additional poor by 2050, that is, 5 percent of the expected population, in the worst scenario). The country's low greenhouse gas emissions are expected to rise, mainly due to agriculture and land-use changes, with deforestation being a major contributing factor. Although Guinea-Bissau is a low emitter, it has high mitigation ambitions, targeting a 30 percent reduction in greenhouse gas emissions by 2030. The Nationally Determined Contribution outlines significant climate actions, with initiatives focused on forest conservation, sustainable agriculture, and community development. However, the country's political instability, institutional weaknesses, and limited financial resources pose challenges to implementing these climate commitments, which depend heavily on external funding. The financial sector's underdevelopment and vulnerability to external shocks limit its ability to support green investments, though reforms could enhance resilience. Guinea-Bissau must consider its climate financing as development financing and vice-versa, engage the private sector, and integrate climate goals with national development plans to ensure a sustainable future. Concessional climate financing is vital due to the underdeveloped financial sector and the government’s limited borrowing capacity. Addressing Guinea-Bissau's vulnerability to climate change and its structural issues requires a cohesive approach that integrates development and climate strategies. This could involve improving governance, diversifying the economy, protecting natural capital, developing human capital, and investing in sustainable agriculture and infrastructure. The transition to a more sustainable and inclusive development pathway that supports economic growth is possible, but requires focusing on key strategic sectors, enhancing institutional capacity, and creating the conditions to mobilize finance. As a highly vulnerable country, there are myriad needs in the different sectors; however, to be more efficient and effective, Guinea-Bissau should prioritize actions in a few sectors, especially actions on biodiversity, agriculture, and social protection. Low carbon development, especially in energy and forestry sectors, could provide cost-efficient solutions and attract climate finance, including from the private sector, which will support the overall development agenda.
  • Publication
    Mongolia Country Climate and Development Report
    (Washington, DC: World Bank, 2024-10-22) World Bank Group
    Mongolia’s development prospects are uniquely challenged by both the impacts of climate change and the global shift toward a low-carbon economy. The country’s efforts toward decarbonization pose significant challenges given the structurally high-emission intensity of its economy. While challenging, climate action also presents Mongolia with opportunities to achieve important development benefits. The effects of climate risks and the shift away from coal will have diverse impacts across different regions, communities, and socioeconomic levels. The report assesses the critical interconnections between Mongolia’s development ambitions and climate change action and identifies ways to transition to a more economically diversified, inclusive, and resilient development path. It highlights key climate and transition risks affecting Mongolia’s future development and presents a pathway to enhance climate mitigation and adaptation. The report also makes a case for strengthening policies to enhance resilience to climate change and ensure a just transition, particularly for the most vulnerable. The report is structured as follows: section 1 gives introduction. Section 2 delves into the linkages between development and climate in Mongolia and presents model-based findings on the economic and poverty impacts of climate change under different scenarios. Section 3 covers four in-depth sectoral analyses. The first two mainly focus on adaptation to climate change in the agriculture and water sectors. The third considers prospects for the extraction sector, while the fourth sectoral analysis focuses on decarbonizing power and heat generation. Section 4 shifts the focus to how the government can boost resilience for climate-vulnerable populations. Section 5 outlines options for mobilizing private and public financing and private investments to support the green transition. Section 6 examines the existing institutional and governance structure for climate action and presents recommendations to improve its effectiveness, and section 7 concludes with a framework for prioritizing the policy actions outlined in this report.