Publication:
Latin American Growth: A Trade Perspective

Loading...
Thumbnail Image
Files in English
English PDF (1.64 MB)
424 downloads
Published
2019-06
ISSN
Date
2019-06-06
Editor(s)
Abstract
This paper reviews the determinants of Latin America's uneven growth based on an accounting decomposition that breaks down countries' growth (relative to the world) into three trade-related channels: (i) an export pull measuring the traction exerted by the country's exports, (ii) an external leverage measuring the impact of the country's use of external resources, and (iii) a domestic response measuring the impact of the country's imports on its domestic income. This decomposition brings to light three regional growth dynamics: the first is centered on commodities and South America, the second on manufactures and Mexico, and the third on services and Central America. The evidence points toward the need for a trade-oriented growth agenda that puts a premium on raising exports and making countries more attractive to people, not just capital. The latter in turn adds urgency to healing the region’s social fractures and dealing with its institutional weaknesses.
Link to Data Set
Citation
de la Torre, Augusto; Ize, Alain. 2019. Latin American Growth: A Trade Perspective. Policy Research Working Paper;No. 8871. © World Bank. http://hdl.handle.net/10986/31798 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    The Economic Value of Weather Forecasts: A Quantitative Systematic Literature Review
    (Washington, DC: World Bank, 2025-09-10) Farkas, Hannah; Linsenmeier, Manuel; Talevi, Marta; Avner, Paolo; Jafino, Bramka Arga; Sidibe, Moussa
    This study systematically reviews the literature that quantifies the economic benefits of weather observations and forecasts in four weather-dependent economic sectors: agriculture, energy, transport, and disaster-risk management. The review covers 175 peer-reviewed journal articles and 15 policy reports. Findings show that the literature is concentrated in high-income countries and most studies use theoretical models, followed by observational and then experimental research designs. Forecast horizons studied, meteorological variables and services, and monetization techniques vary markedly by sector. Estimated benefits even within specific subsectors span several orders of magnitude and broad uncertainty ranges. An econometric meta-analysis suggests that theoretical studies and studies in richer countries tend to report significantly larger values. Barriers that hinder value realization are identified on both the provider and user sides, with inadequate relevance, weak dissemination, and limited ability to act recurring across sectors. Policy reports rely heavily on back-of-the-envelope or recursive benefit-transfer estimates, rather than on the methods and results of the peer-reviewed literature, revealing a science-to-policy gap. These findings suggest substantial socioeconomic potential of hydrometeorological services around the world, but also knowledge gaps that require more valuation studies focusing on low- and middle-income countries, addressing provider- and user-side barriers and employing rigorous empirical valuation methods to complement and validate theoretical models.
  • Publication
    It’s Not (Just) the Tariffs: Rethinking Non-Tariff Measures in a Fragmented Global Economy
    (Washington, DC: World Bank, 2025-10-22) Taglioni, Daria; KEE, Hiau Looi
    As tariffs have declined, non-tariff measures (NTMs) have become central to trade policy, especially in high-income countries and regulated sectors like food and green technologies. Although NTMs may serve legitimate goals, they could also sort countries and firms into or out of markets based on compliance capacity and differences in product mix. Documenting recent advances in the estimation of ad valorem equivalents (AVEs), this paper uncovers new patterns of use and exposure of NTMs. High-income countries rely more heavily on NTMs relative to tariffs, while low- and middle-income countries face steeper AVEs on their exports. Firm-level evidence shows that NTMs disproportionately affect smaller firms, leading to market exit and concentration. Poorly designed NTMs can harm productivity and welfare, while coordinated, capacity-aware use can deliver inclusive outcomes. Policy design, transparency, and diagnostics must evolve to reflect the growing role—and risks—of NTMs in a fragmented global trade landscape.
  • Publication
    Monitoring Global Aid Flows: A Novel Approach Using Large Language Models
    (Washington, DC: World Bank, 2025-11-04) Luo, Xubei; Rajasekaran, Arvind Balaji; Scruggs, Andrew Conner
    Effective monitoring of development aid is the foundation for assessing the alignment of flows with their intended development objectives. Existing reporting systems, such as the Organisation for Economic Co-operation and Development’s Creditor Reporting System, provide standardized classification of aid activities but have limitations when it comes to capturing new areas like climate change, digitalization, and other cross-cutting themes. This paper proposes a bottom-up, unsupervised machine learning framework that leverages textual descriptions of aid projects to generate highly granular activity clusters. Using the 2021 Creditor Reporting System data set of nearly 400,000 records, the model produces 841 clusters, which are then grouped into 80 subsectors. These clusters reveal 36 emerging aid areas not tracked in the current Creditor Reporting System taxonomy, allow unpacking of “multi-sectoral” and “sector not specified” classifications, and enable estimation of flows to new themes, including World Bank Global Challenge Programs, International Development Association–20 Special Themes, and Cross-Cutting Issues. Validation against both Creditor Reporting System benchmarks and International Development Association commitment data demonstrates robustness. This approach illustrates how machine learning and the new advances in large language models can enhance the monitoring of global aid flows and inform future improvements in aid classification and reporting. It offers a useful tool that can support more responsive and evidence-based decision-making, helping to better align resources with evolving development priorities.
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    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
    The State of Global Services Trade Policies: Evidence from Recent Data
    (Washington, DC: World Bank, 2025-10-28) Baiker, Laura; Borchert, Ingo; Echandi, Roberto; Fernandes, Ana M.; Hans, Ishrat; Magdeleine, Joscelyn; Marchetti, Juan A.; Colomer, Ester Rubio
    The economic environment for services trade has changed dramatically over the past 15 years, driven by rapid technological progress that has expanded the possibilities for exchanging services. How has trade policy responded to these changes? How do policy stances in a wide range of service sectors compare across economies? With its unprecedented global coverage, the Services Trade Policy Database and the associated Services Trade Restrictions Index, developed jointly by the World Bank and the World Trade Organization, help address these questions. This paper makes three principal contributions. First, it offers an in-depth discussion of the current state of services trade policies and their differences across 134 economies and 34 services subsectors. Second, the paper reveals how recent (2016–22) changes in policy stances have seen progressive liberalization by lower-income economies but stabilization or even slight policy reversals in high-income economies. This dynamic differs fundamentally from the trend that unfolded after the Great Recession over 2008–16. Third, the paper shows the implications of policy changes over the past six years on services trade costs, and it showcases how the Services Trade Policy Database’s regulatory information can inform trade negotiations, regulatory analysis, and policy making. Alongside these contributions, the paper documents updates to the Services Trade Policy Database’s economy and sector coverage and explains the latest methodological improvements made to the World Bank–World Trade Organization Services Trade Restrictions Index.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Latin America’s Growth
    (World Bank, Washington, DC, 2022-11) de la Torre, Augusto; Ize, Alain
    This paper revisits the historical roots of Latin America’s disappointing growth using a novel macro and trade-based growth decomposition and a simple model of industrialization in a commodities-exporting country with a large informal sector. The approach suggests the need to better qualify two opposite narratives: that the post-1982 (“neoliberal”) reforms have failed, and it is time to look back to the import substitution industrialization era for policy inspiration; and that the post-1982 reforms went in the right direction but must be completed to unleash significant productivity gains. Both can be misleading because they downplay the role of demand. The apparent “miracle” of import substitution industrialization does not provide a realistic point of comparison because it reflected an unsustainable, demand-induced boost in productivity. And the gains expected from Washington Consensus-style reforms alone can be overstated because they are derived from overly restrictive assumptions on demand. By allowing demand to play a more central role, the paper finds a close and revealing relationship between the growth patterns followed by Latin American countries, the quality of their macroeconomic policies, the nature of their trade, and the segmentation of their labor markets. Going forward, the policy agenda calls for an outwardly oriented growth strategy, supported by a more proactive role for the state that promotes not only efficiency in supply, but also the appeal to demand.
  • Publication
    The Labor Market Story Behind Latin America's Transformation
    (Washington, DC, 2012-10) de la Torre, Augusto; Messina, Julian; Pienknagura, Samuel
    After a robust recovery following the global crisis, Latin American and the Caribbean (LAC) has entered into a phase of lower growth dynamics: economic activity in the region is expected to expand by about 3 percent in 2012, after having grown at 4 percent in 2011 and 6 percent in 2010. This deceleration is not specific to LAC but is part of a global slowdown. World growth is indeed declining sharply, from 4.5 percent in 2011 to about 2.3 percent in 2012. Notably, the slowdown in middle-income regions has taken place in a highly synchronized manner: growth rates in LAC, Eastern Europe and South East Asia have fallen by a very similar magnitude (about 3 percentage points) between 2010 and 2012. While this synchronization reflects exogenous (global) forces the spillover to emerging markets of weaker activity in the world's growth poles, particularly Europe and China it also reflects endogenous (internal) dynamics, particularly the fact that many Middle Income Countries (MIC) had already reached in 2010-2011 the peak of their own business cycles. This synchronicity notwithstanding, the 2012 growth forecasts for individual countries in LAC are significantly heterogeneous, reflecting complex interactions between external and country-specific factors. The first chapter, which is shorter, concerns the economic juncture and growth prospects. The second chapter, which is longer and more substantive, deals with selected labor issues from both the structural and cyclical viewpoints.
  • Publication
    Growth after the Crisis
    (World Bank, Washington, DC, 2009) Rodrik, Dani
    How hospitable will the global environment be for economic growth in the developing world as we come out of the present financial crisis? The answer depends on how well the author manage the following tension. On the one hand, global macro stability requires that we prevent external imbalances from getting too large. On the other hand, growth in poor nations requires that the world economy be able to absorb a rapid increase in the supply of tradable produced in the developing world. It is possible to render these two requirements compatible, but doing so requires greater use of explicit industrial policies in developing countries, which have the potential of encouraging of modern tradable activities without spilling over into trade surpluses. The 'price' to be paid for greater discipline on real exchange rates and external imbalances is greater use (and permissiveness) towards industrial polices.
  • Publication
    Low-Carbon Development : Latin American Responses to Climate Change
    (World Bank, 2010) Fajnzylber, Pablo; de la Torre, Augusto; Nash, John
    Climate change is already a reality. This is evidenced by the acceleration of global temperature increases, the melting of ice and snow covers, and rising sea levels. Latin America and the Caribbean region (LCR) are not exempt from these trends, as illustrated by the changes in precipitation patterns that are already being reported in the region, as well as by observations of rising temperatures, the rapid melting of Andean tropical glaciers, and an increasing number of extreme weather events. The most important force behind climate change is the rising concentration of greenhouse gases (GHGs) in the earth's atmosphere driven mainly by manmade emissions of carbon dioxide (CO2) and other greenhouse gases. Because of inertia in the climate system, the planet is likely to continue warming over the twenty-first century, and unless emissions are significantly reduced, this process could accelerate, with potentially very serious consequences for nature and mankind. There is still, however, a high degree of uncertainty regarding the specific drivers, timing, and impact of global climate change, as well as about the costs and efficacy of actions aimed at either mitigating it or dealing with its physical and economic impacts. As a result, it is very hard, at this point, to unambiguously determine economically efficient emission pathways for which the benefits of actions to mitigate climate change will exceed the costs of those actions. Despite these problems and uncertainties, there is increasing evidence suggesting that urgent action is needed in order to alter current emission trends so as to avoid reaching GHG concentration levels that could trigger large and irreversible damages. Negotiations are under way and are scheduled to be concluded in 2012 with a new agreement on a way forward. At the same time, individual countries are also considering how to respond in their own domestic policy to the challenges of climate change. LCR governments and civil society should be well informed about the potential costs and benefits of climate change and their options for decisions that will need to be made over the next decades as well as the global context in which these decisions must be taken. At the same time, the global community needs to be better informed about the unique perspective of the LCR, problems the region will face, potential contributions the region can make to combat global warming, and how to unlock the region's full potential so as to enable it to maximize its contribution while continuing to grow and reduce poverty. This report seeks to help fill both these needs.
  • Publication
    Can Latin America Tap the Globalization Upside?
    (World Bank, Washington, DC, 2014-04) Pinat, Magali; de la Torre, Augusto; Didier, Tatiana
    This paper discusses the theoretical arguments in favor of and against economic globalization and, with a view to ascertaining whether Latin America may be able to capture the globalization upside, examines the trends and salient features of Latin America's globalization as compared with that of Southeast Asia. The paper focuses on trade and financial integration as well as the aggregate demand structures (domestic demand-driven versus external demand-driven) that underpin the globalization process. It finds that Latin America is mitigating some bad side effects of financial globalization by moving toward a safer form of international financial integration and improving its macro-financial policy frameworks. Nonetheless, Latin America's progress in raising the quality of its international trade integration has been scant. The region's commodity-heavy trade structures and relatively poor quality of trade connectivity can hinder growth potential to the extent that they are less conducive to technology and learning spillovers. Moreover, Latin America's domestic demand-driven growth pattern (a reflection of relatively low domestic savings) may become an additional drag to growth by accentuating the risk of a low savings-low external competitiveness trap.

Users also downloaded

Showing related downloaded files

  • Publication
    Digital Africa
    (Washington, DC: World Bank, 2023-03-13) Begazo, Tania; Dutz, Mark Andrew; Blimpo, Moussa
    All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.
  • Publication
    World Development Report 2006
    (Washington, DC, 2005) World Bank
    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
    Classroom Assessment to Support Foundational Literacy
    (Washington, DC: World Bank, 2025-03-21) Luna-Bazaldua, Diego; Levin, Victoria; Liberman, Julia; Gala, Priyal Mukesh
    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
    World Development Report 2011
    (World Bank, 2011) World Bank
    The 2011 World development report looks across disciplines and experiences drawn from around the world to offer some ideas and practical recommendations on how to move beyond conflict and fragility and secure development. The key messages are important for all countries-low, middle, and high income-as well as for regional and global institutions: first, institutional legitimacy is the key to stability. When state institutions do not adequately protect citizens, guard against corruption, or provide access to justice; when markets do not provide job opportunities; or when communities have lost social cohesion-the likelihood of violent conflict increases. Second, investing in citizen security, justice, and jobs is essential to reducing violence. But there are major structural gaps in our collective capabilities to support these areas. Third, confronting this challenge effectively means that institutions need to change. International agencies and partners from other countries must adapt procedures so they can respond with agility and speed, a longer-term perspective, and greater staying power. Fourth, need to adopt a layered approach. Some problems can be addressed at the country level, but others need to be addressed at a regional level, such as developing markets that integrate insecure areas and pooling resources for building capacity Fifth, in adopting these approaches, need to be aware that the global landscape is changing. Regional institutions and middle income countries are playing a larger role. This means should pay more attention to south-south and south-north exchanges, and to the recent transition experiences of middle income countries.
  • Publication
    Doing Business 2014 : Understanding Regulations for Small and Medium-Size Enterprises
    (Washington, DC: World Bank Group, 2013-10-28) World Bank; International Finance Corporation
    Eleventh in a series of annual reports comparing business regulation in 185 economies, Doing Business 2014 measures regulations affecting 11 areas of everyday business activity: Starting a business, Dealing with construction permits, Getting electricity, Registering property, Getting credit, Protecting investors, Paying taxes, Trading across borders, Enforcing contracts, Closing a business, Employing workers. The report updates all indicators as of June 1, 2013, ranks economies on their overall “ease of doing business”, and analyzes reforms to business regulation – identifying which economies are strengthening their business environment the most. The Doing Business reports illustrate how reforms in business regulations are being used to analyze economic outcomes for domestic entrepreneurs and for the wider economy. Doing Business is a flagship product by the World Bank and IFC that garners worldwide attention on regulatory barriers to entrepreneurship. More than 60 economies use the Doing Business indicators to shape reform agendas and monitor improvements on the ground. In addition, the Doing Business data has generated over 870 articles in peer-reviewed academic journals since its inception.