Publication: Who Benefited from Trade Liberalization in Mexico? Measuring the Effects on Household Welfare
Loading...
Published
2004-04
ISSN
Date
2013-08-02
Author(s)
Editor(s)
Abstract
This study performs an ex-post analysis of the effects of the trade liberalization in Mexico between 1989 and 2000, taking into account regional differences in the Mexican economy. The effects of trade liberalization are first translated into changes in regional prices and wages. Those estimates are plugged into a farm-household model to estimate the effect on households' welfare. The findings suggest that trade liberalization has affected domestic prices and labor income differently both across income groups and geographically across the country, hence producing diverse outcomes on different households. Regarding prices, the results indicate that trade liberalization has lowered relative prices of most non-animal agricultural products and, while reducing the cost of consumption, has reduced households' agricultural income, widening the income gap between urban and rural areas. The findings also show that trade liberalization has had diverse effects on wage rates. Skilled workers, for which trade liberalization has produced an increase in wages, have benefited relative to unskilled workers. Wages of unskilled workers have in many regions decreased as a result of trade liberalization. Similar differences are found in the geographic distribution of the benefits of trade liberalization, with the states closest to the U. S. border gaining threefold more relative to the least developed states in the south. Therefore trade liberalization, although beneficial, has contributed to an increase in inequality between the south and the north of the country, urban and rural areas, and skilled and unskilled labor. From a poverty perspective, the trade liberalization that occurred between 1989 and 2000 has had the direct effect of reducing poverty by about 3 percent, therefore lifting approximately 3 million individuals out of poverty.
Link to Data Set
Citation
“Nicita, Alessandro. 2004. Who Benefited from Trade Liberalization in Mexico? Measuring the Effects on Household Welfare. Policy Research Working Paper;No.3265. © World Bank. http://hdl.handle.net/10986/14777 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
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 Investing in Human Capital During Wartime: Experimental Evidence from Ukraine(Washington, DC: World Bank, 2025-09-02)This paper provides insights into human capital investments during wartime by presenting evidence from three experiments of an online tutoring program for Ukrainian students amid Russia’s invasion of Ukraine. Conducted between early 2023 and mid-2024, the experiments reached nearly 10,000 students across all regions of Ukraine. The program offered three hours per week of small-group tutoring in math and Ukrainian language over six weeks and used academic and psychosocial tools to address student challenges at different intensities of disruption. Results show that the program led to substantial improvements in learning—up to 0.49 standard deviations in math and 0.40 standard deviations in Ukrainian language—and consistent reductions in stress—up to 0.12 standard deviations. High take-up and engagement rates were observed, and four mechanisms were identified as drivers of impact: structured peer interactions, improved attitudes toward learning, enhanced socio-emotional skills, and increased student investments. A complementary experiment using information nudges to increase parental engagement highlights challenges in promoting parental investments in a conflict setting. The program was cost-effective across all experiments, with benefit-to-cost ratios ranging from 31 to 56, and scalable given its reliance on existing infrastructure and teaching capacity.Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.Publication Children in Monetary Poor Households: Global, Regional, and Select National Trends in the Progress against Child Poverty(Washington, DC: World Bank, 2025-09-05)This paper presents the first estimates of extreme child poverty and child poverty using the World Bank’s recently revised international poverty lines. Using the international poverty line of $3.00 per day and the higher $8.30 per day poverty line (both expressed in 2021 purchasing power parity), the paper provides new results of the global and regional trends over 2014–24. The estimates show that 19.2 percent of children, approximately 412 million children, were living on less than $3.00 (2021 PPP) per day as of 2024, a reduction from 507 million children in 2014. This long-term decrease was slower than that for the general population. At the higher line of $8.30, the child poverty rate in 2024 was 65.9 percent, representing around 1.4 billion children, a drop from the 73.1 percent registered in 2014. At the regional level, the East Asia and Pacific and South Asia regions witnessed significant reductions in child poverty and extreme child poverty between 2014 and 2024, and the Europe and Central Asia and Latin America and the Caribbean regions showed reductions mostly in child poverty. In the same period, there was an increase in extreme child poverty in the Middle East and North Africa region. Sub-Saharan Africa experienced a “lost decade” of child poverty reduction between 2014 and 2024, increasing its concentration of global poverty. In 2024, Sub-Saharan Africa hosted more than three-quarters of children in extreme poor households (more than 311 million children), although its share of the global child population was around 23 percent. Country-level results show evidence of regional heterogeneity in progress against extreme child poverty.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Multilateral Trade Liberalization and Mexican Households : The Effect of the Doha Development Agenda(World Bank, Washington, DC, 2005-09)Empirical evidence suggests that global trade reforms are unlikely to produce analogous results across countries, especially when analyzing their effect on poverty. This implies that the analysis of trade reform on social welfare cannot be generalized and needs to be conducted on a country by country basis. Moreover, even within the same country, geographic areas, households, and individuals are likely to be differentially affected, some of them benefiting more than others, while others might lose. With this in mind, the author provides a quantitative estimate of the effect on Mexican households from the implementation of the Doha development agenda. His analysis uses a two-step approach for which changes in prices and factors are estimated through a CGE model (GTAP) and then mapped into the welfare function of the household using household survey data. The empirical approach the author uses aims to measure the impact of Doha implementation by tracing changes in the household prices of goods and factors and their impact on household welfare, taking particular account the role of domestic price transmission. The findings suggest that multilateral trade liberalization alone would have a negative effect on Mexican households, even though very small. However, when the implementation of the Doha development agenda is complemented by domestic policies aimed at increasing productivity and improving domestic price transmission, the overall effects become positive. The results point to the importance of domestic price transmission in determining the variance of the effects across households.Publication Climate Change and Agriculture in South Asia(World Bank, Washington, DC, 2012)There is increasing evidence suggesting that climate change will negatively impact agricultural production in South Asia. Decreased domestic production may make South Asian countries more dependent on imports. The extent to which South Asia will need to increase its imports as a result of climate change will presumably depend on the degree to which the latter will affect domestic output. The effects of climate change on agriculture may well differ substantially for individual South Asian countries and indeed for regions within a given country which can be approximated by food production units. This calls for an analysis of climate change effects on trade flows under alternative trade policy regimes both for agriculture and non-agricultural sectors. The specific objectives of the paper include the following: analyze the extent to which agricultural production in South Asia and elsewhere in the world may be affected by different scenarios regarding climate change; analyze the extent to which changes in domestic production in South Asia resulting from climate change will lead to increased demand for imports by South Asian countries; analyze the effects of increased import demand in South Asia and changing exportable surpluses elsewhere on world market prices of major agricultural commodities consumed in South Asia; to the extent that South Asian governments allow transmission of changes in world market prices to domestic prices, analyze the potential welfare effects of changes in the latter; analyze if, and to what extent, worldwide trade liberalization and implementation of South Asian Free Trade Area (SAFTA) will dampen the effects of climate change on domestic agricultural prices in South Asia. In this context, the report is organized as follows: chapter one gives introduction. Chapter two describes the methodology used - with particular attention to how different models and modeling techniques are linked to produce an as accurate as possible assessment based on state-of-the-art knowledge. Chapter three provides an up-to-date analysis of trade flows and policies, and production patterns for key food products in South Asia to explain the context in which climate change is taking place. Chapter four describes the climate change scenarios and illustrates their consequences for crop yields at a global level and for South Asia - and in particular shows the vulnerability of the region to these changes. Baseline design, simulations, and results are discussed in chapter five. The final chapter six provides a short summary, discusses the limitations of the analysis, and derives suggestions and guidelines for future research.Publication Moldova Trade Study(World Bank, Washington, DC, 2016-01-30)Moldova’s recent Association Agreement with the European Union (EU), which includes a Deep and Comprehensive Free Trade Agreement (DCFTA), represents an important opportunity, as well as challenges. This analytical document has been commissioned by the World Bank Group to provide insights into potential outcomes of the DCFTA and of other trade options that Moldova has, using a Dynamic Computable General Equilibrium (DCGE) model calibrated to its economy. This paper begins by describing the general trends in economic relations between Moldova and the EU over the past 10 years, with an emphasis on trade, as well as Foreign direct investment (FDI) and labor migration. This section includes some additional facts and details that complement the Trade Competitiveness Diagnostic. In the second section, the paper presents the main elements of the DCFTA and highlights the trade commitments and concessions that the EU and Moldova undertook. It also includes a short review of available literature on the ex-ante or ex post impact assessments of other Association Agreements between the EU and third countries that have been done using CGE models. The third section presents key features of the DCGE and discusses the data used for assembling the Social Accounting Matrix (SAM). Then, the main features of the simulated trade scenarios are presented. Finally, this paper discusses the DCGE simulation results, including the effects of the various scenarios on welfare, trade, and economic activity level. Some distributional impacts are also brought into discussion. The final section concludes and makes several recommendations.Publication Export Led Growth, Pro-Poor or Not? Evidence from Madagascar's Textile and Apparel Industry(World Bank, Washington, DC, 2006-02)Madagascar's textile and apparel industry has been among the fastest growing in Sub-Saharan Africa. Fueled by low labor costs, a fairly productive labor force, and preferential access to industrial countries, Madagascar's exports of textile and apparel products grew from about US$45 million in 1990 to almost half a billion in 2001. The impact of this export surge has been large in terms of employment and wages, but less so in terms of poverty reduction. To address the concern of whether the poor benefit and to what extent, the author follows a new approach to identify the beneficiaries of globalization and to quantify the benefits at the household level, so as to understand which segments of the population benefit most and which, if any, are marginalized. The analysis focuses on the labor market channel which has been recognized as the main transmission between economic growth and poverty. The methodology uses household level data and combines the wage premium literature with matching methods. The results point to a strong variation in the distribution of the benefits from export growth with skilled workers and urban areas benefiting most. From a poverty perspective, export-led growth in the textile and apparel sector has only a small effect on overall poverty. This study points to two reasons for this. First, a large majority of the poor are unable to enjoy the new employment opportunities, given their lack of skills sought by the expanding textile and apparel export industry. Second, most of the poor reside in rural areas where the employment effect is small. The results indicate that the effects of an increase in exports of textiles for poverty reduction are felt only in urban areas, mostly through job creation. Some of the urban poor are good candidates for finding employment in the expanding sector. But the urban poor are likely to find employment only in unskilled jobs. Given that unskilled wages are kept low by a large reserve labor sector, the gains are limited, and the overall impact on poverty is small. More generally, the results of this study suggest that two factors are required if export-led economic growth is to significantly reduce poverty. First, growth and job creation must not be restricted to a few geographic areas but need to reach areas where the majority of the poor live. Second, poor people must be assisted in obtaining the skills sought by expanding industries.Publication Preferential Liberalization and Its Economy-Wide Effects in Honduras(World Bank, Washington, DC, 2008-02)This paper quantifies the likely benefits of trade and investment liberalization in a small, poor, open economy, using the accession of Honduras to the Dominican Republic-Central American Free Trade Agreement as a case study. The results show that bilateral trade liberalization with the United States is likely to have almost no effect on welfare in Honduras, while the reciprocal removal of protection vis-a-vis the rest of Central America would lead to significantly larger gains. Potential gains from increased net foreign direct investment inflows overwhelm those expected from trade reform alone, particularly if the new foreign direct investment generates productivity spillovers. However, if it is to replace Honduran investment rather than complement domestic capital formation, growth performance is unlikely to improve and may even suffer. The paper's results identify several areas for policy attention by Honduran policy makers to make the Dominican Republic-Central American Free Trade Agreement more development-friendly. These include carefully considering the budgetary implications of trade reform, widening social safety nets to counter the trends toward increasing income inequality, and sequencing the reforms to ensure a close alignment of Honduras' comparative advantage on the regional and global markets.
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 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 Classroom Assessment to Support Foundational Literacy(Washington, DC: World Bank, 2025-03-21)This document focuses primarily on how classroom assessment activities can measure students’ literacy skills as they progress along a learning trajectory towards reading fluently and with comprehension by the end of primary school grades. The document addresses considerations regarding the design and implementation of early grade reading classroom assessment, provides examples of assessment activities from a variety of countries and contexts, and discusses the importance of incorporating classroom assessment practices into teacher training and professional development opportunities for teachers. The structure of the document is as follows. The first section presents definitions and addresses basic questions on classroom assessment. Section 2 covers the intersection between assessment and early grade reading by discussing how learning assessment can measure early grade reading skills following the reading learning trajectory. Section 3 compares some of the most common early grade literacy assessment tools with respect to the early grade reading skills and developmental phases. Section 4 of the document addresses teacher training considerations in developing, scoring, and using early grade reading assessment. Additional issues in assessing reading skills in the classroom and using assessment results to improve teaching and learning are reviewed in section 5. Throughout the document, country cases are presented to demonstrate how assessment activities can be implemented in the classroom in different contexts.Publication 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 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.