Economic research and trade policy analysis
Perfiles Arancelarios en el Mundo 2024
La publicación Perfiles arancelarios en el mundo 2024 ofrece información completa sobre las medidas arancelarias y no arancelarias impuestas por más de 170 países y territorios aduaneros. La publicación comienza con un desglose de los aranceles impuestos por esas economías. Los datos arancelarios se presentan en cuadros comparativos y en perfiles individuales de una página para cada economía. Se proporciona también un cuadro recapitulativo sobre determinados indicadores relativos a los perfiles de importación y de exportación para estas economías. Las estadísticas sobre las medidas no arancelarias por economía y por grupos de productos complementan los datos sobre los aranceles. El tema especial trata de los "Aranceles sobre los minerales esenciales en la cadena de valor de los vehículos eléctricos". La publicación ha sido elaborada conjuntamente por la Organización Mundial del Comercio, ONU Comercio y Desarrollo (UNCTAD) y el Centro de Comercio Internacional (ITC).
Global Trade Outlook and Statistics
Update: October 2024
The WTO’s “Global Trade Outlook and Statistics” analyses recent global trade developments. Breakdowns of merchandise and commercial services trade by sector and region are provided, together with details on leading traders. The report is timed to coincide with the release of the WTO’s latest quarterly and annual trade statistics, which can be downloaded from the WTO’s online database at stats.wto.org.
Perspectivas del comercio mundial y estadísticas
Update: October 2024
En el informe Perspectivas del comercio mundial y estadísticas, de la OMC, se analizan los acontecimientos comerciales más recientes a nivel mundial. Además, se proporcionan desgloses del comercio de mercancías y servicios comerciales porsectores y regiones, junto con detalles sobre los principales interlocutores comerciales. La publicación del informe coincide con la divulgación de las últimas estadísticas comerciales trimestrales y anuales de la OMC, que pueden descargarse de la base de datos en línea de la OMC en la dirección siguiente: stats.wto.org.
Working together for better climate action
Carbon pricing, policy spillovers, and global climate goals
The report of the Joint Task Force on Climate Action, Carbon Pricing, and Policy Spillovers, with participation by the IMF, OECD, UNCTAD, World Bank, and WTO, makes four main contributions. First, it reflects on a common understanding of carbon pricing metrics which inform on the incentives to decarbonize and on cross-country variation in carbon prices, a key determinant of international spillover effects and competitiveness concerns. Second, the report analyzes the appropriate mixes of climate change mitigation policies, emphasizing the pivotal role of carbon pricing as the only policy implementing the polluter pays principle while generating revenues. Third, it analyzes how international organizations can support the coordination of policies to maximize positive and limit negative cross-border spillovers from climate change mitigation policies. Finally, it discusses how such coordination can help to scale up climate action by closing the transparency gap, the implementation gap, and the ambition gap.
Perspectives du commerce mondial et statistiques
Update: October 2024
La publication « Perspectives et statistiques du commerce mondial » de l’OMC analyse l’évolution récente du commerce mondial. Elle contient des ventilations du commerce des marchandises et du commerce des services commerciaux par secteur et par région, ainsi que des renseignements détaillés sur les principales économies commerçantes. La publication du rapport coïncide avec celle des dernières statistiques commerciales trimestrielles et annuelles de l’OMC, qui peuvent être téléchargées à partir de la base de données en ligne de l’Organisation à l’adresse suivante : stats.wto.org.
Economic Implications of Data Regulation
Balancing Openness and Trust
Cross‑border data flows are the lifeblood of today’s social and economic interactions, but they also raise a range of new challenges, including for privacy and data protection, national security, cybersecurity, digital protectionism and regulatory reach. This has led to a surge in regulation conditioning (or prohibiting) its flow or mandating that data be stored or processed domestically (data localisation). However, the economic implications of these measures are not well understood. This report provides estimates on what is at stake, highlighting that full fragmentation could reduce global GDP by 4.5%. It also underscores the benefits associated with open regimes with safeguards which could see global GDP increase by 1.7%. In a world where digital fragmentation is growing, global discussions on these issues can help harness the benefits of an open and safeguarded internet.
Enabling global trade in renewable hydrogen and derivative commodities
Renewable hydrogen and hydrogen-derived commodities – such as ammonia, methanol and e-kerosene — are expected to play an important role in the transition to low-carbon energy because they are essential to decarbonize sectors such as heavy industry and transport. Jointly produced by the International Renewable Energy Agency (IRENA) and the WTO, this publication highlights the critical role of sound, coherent strategies in promoting the use of renewable hydrogen and hydrogen-derived commodities.
Beyond Six Digits: Automated Tariff Line HS Transposition Using Natural Language Processing
This paper explores the application of Natural Language Processing (NLP) techniques to automate Harmonized System (HS) tariff line transposition, employing a three-stage process: unique 1:1 tariff code matching (Round 1), exact description matching (Round 2), and “smart” description matching (Round 3) using Artificial Intelligence (AI) and lexical similarity methods paired with harmonized 6-digit concordance and cosine similarity. Similarity is calculated using either Term Frequency Inverse Document Frequency (TF-IDF) vectors or Sentence-BERT (SBERT) embeddings, comparing two scenarios: a straightforward case (Economy A) with standardized descriptions, and a complex case (Economy B), with more detailed technical descriptions.
World Tariff Profiles 2025
World Tariff Profiles 2025 provides comprehensive information on the tariffs and non-tariff measures imposed by over 170 countries and customs territories. The publication starts with a breakdown of the tariffs imposed by these economies. Tariff data are presented in comparative tables and in one-page profiles for each economy. A summary table on selected indicators on the imports and exports profile for these economies is also presented. Statistics on non tariff measures by economy and by product group complement the data on tariffs. The special topic deals with “Global trade on most-favoured-nation terms”. The publication is jointly prepared by the World Trade Organization, the UN Trade and Development (UNCTAD) and the International Trade Centre (ITC).
Trade for Peace Programme
Pathways to Sustainable Trade and Peace
Can the flow of goods, services, and ideas build bridges where conflict once prevailed? If so, under whatcircumstances? The World Trade Organization (WTO) stands for a predictable, rules-based system based on the principle of non-discrimination. When the predecessor to the WTO – the General Agreement on Tariffs and Trade – was established some 70 years ago, conflict among nations was at an historic low, following World War II. In the changed global political landscape of today, geopolitical tensions, disruptions to trade and increasing concerns about economic inequality have come to the fore, challenging the foundations of multilateral trade relationships, and trade cooperation more generally. Pathways to Sustainable Trade and Peace is the first WTO publication dedicated to an in-depth exploration of the complex relationship between trade and peace. The publication examines a number of critical questions. How do trade and peace interact? Can trade be leveraged to foster economic development and stability? What can governments and other stakeholders do to foster positive interaction between trade and peace? The volume focuses specifically but not exclusively on fragile and conflict-affected economies, including case studies and analyses from various policy angles.
Trading with intelligence
How AI shapes and is shaped by international trade
Artificial intelligence (AI) is transforming the way we live, work, produce and trade. As it further develops, AI is expected to unlock unprecedented economic and societal opportunities. However, it is also a source of significant risks and challenges. This report examines the intersection of AI and international trade. It discusses how AI may shape the future of international trade by reducing trade costs, improving productivity and expanding economies' comparative advantages. The report reviews some key trade policy considerations, in particular the urgent need to address the growing AI divide between economies and between large and small firms, as well as data governance and intellectual property issues. It examines how to guarantee the trustworthiness of AI without hindering trade. The report also provides an overview of domestic, regional and international government initiatives to promote and regulate AI, and highlights the resulting risk of regulatory fragmentation. Finally, the report discusses the critical role of the WTO in facilitating AI-related trade, ensuring trustworthy AI and addressing emerging trade tensions, noting that the rapid evolution of AI is prompting questions about the implications of AI for international trade rules.
Global Trade Outlook and Statistics
Update: October 2025
The WTO’s “Global Trade Outlook and Statistics” presents the WTO Secretariat’s forecasts for world trade in 2025 and 2026. Breakdowns of merchandise and commercial services trade by sector and region are provided, together with details on leading traders. An analytical chapter looks at the limits of trade policy in influencing trade imbalances. The report is timed to coincide with the release of the WTO’s latest quarterly and annual trade statistics, which can be downloaded from the WTO’s online database at stats.wto.org.
Global Trade Outlook and Statistics
Update: April 2025
The WTO’s “Global Trade Outlook and Statistics” presents the WTO Secretariat’s forecasts for world trade in 2025 and 2026. Breakdowns of merchandise and commercial services trade by sector and region are provided, together with details on leading traders. An analytical chapter discusses the economic effects of trade policy uncertainty. The report is timed to coincide with the release of the WTO’s latest quarterly and annual trade statistics, which can be downloaded from the WTO’s online database at stats.wto.org.
Perspectives du commerce mondial et statistiques
Mise à jour : avril 2025
Le rapport “Perspectives et statistiques du commerce mondial” de l’OMC présente les prévisions du Secrétariat de l’OMC concernant le commerce mondial pour 2025 et 2026. Il contient des ventilations du commerce des marchandises et du commerce des services commerciaux par secteur et par région, ainsi que des renseignements détaillés concernant les principaux pays importateurs et exportateurs. Un chapitre analytique examine les effets économiques de l’incertitude dans le domaine de la politique commerciale. La publication du rapport coïncide avec celle des dernières statistiques commerciales trimestrielles et annuelles de l’OMC, qui peuvent être téléchargées à partir de la base de données en ligne de l’Organisation à l’adresse suivante: stats.wto.org.
Perspectivas del comercio mundial y estadísticas
Actualización: abril de 2025
La publicación “Perspectivas del comercio mundial y estadísticas” de la OMC presenta las previsiones de la Secretaría de la OMC para el comercio mundial en 2025 y 2026. Se proporcionan desgloses del comercio de mercancías y servicios comerciales por sectores y regiones, así como información detallada sobre los principales interlocutores comerciales. En un capítulo analítico se examinan los efectos económicos de la incertidumbre en torno a la política comercial. La publicación del informe coincide con la divulgación de las últimas estadísticas comerciales trimestrales y anuales de la OMC, que se pueden descargar de la base de datos en línea de la OMC en stats.wto.org.
Trade policy in a pandemic
An integrated approach
The COVID-19 pandemic highlighted the integral role of international trade in responding to the global health crisis. All communities depended to some extent on trade for medical products, related services and vaccines. In particular, the pandemic accentuated the mutual benefit from the core principles of the multilateral trading system, especially the benefits of open and well-functioning international production and supply chains, and non-discriminatory measures. This publication looks into the WTO’s response to the pandemic in terms of four key areas: monitoring the flow of goods related to COVID-19, working towards a coordinated and effective international response to the pandemic, conducting policy and statistical analysis with other intergovernmental organizations, and analysing the lessons learned from the pandemic to shape a blueprint for future international cooperation. The publication examines how WTO members negotiated a framework to guide and consolidate the WTO’s response to the pandemic, to enhance the flow of practical knowledge, and to help render the multilateral trading system better prepared for future crises. Negotiations resulted in the Ministerial Declaration on the WTO Response to the COVID-19 Pandemic and Preparedness for Future Pandemics adopted at the 12th Ministerial Conference in June 2022. The importance of this work was confirmed in the Ministerial Declaration issued in March 2024 at MC13, which encouraged relevant WTO bodies to continue their work on reviewing the lessons learned from the pandemic and on building effective solutions in case of future pandemics.
Services provisions in regional trade agreements: Stumbling blocks or building blocks for multilateral liberalization?
A remarkable feature of the recent wave of regional trade agreements (RTAs) is the inclusion of a trade in services component in many agreements. At the end of 2006, the WTO counted fifty-four such service accords, of which only five predate the conclusion of the Uruguay Round.2 The rising interest in service trade agreements reflects a number of developments. First, as tariffs have come down, policymakers have turned their attention to other barriers restricting international commerce. Second, the growth of world trade in goods and the emergence of international production networks have highlighted the importance of an efficient services infrastructure – whether in telecommunications, finance, logistics or legal advice. Market openings in services offer the prospect of performance improvements in services, and allow goods producers to draw on multinational service networks in organizing their business.
Remerciements et avertissement
Le Rapport sur le commerce mondial 2020 a été établi sous la responsabilité générale de Xiaozhun Yi, Directeur général adjoint de lOMC, et de Robert Koopman, Directeur de la Division de la recherche économique et des statistiques. La rédaction du Rapport a été coordonnée par Marc Auboin et Ankai Xu. Les auteurs du rapport sont Marc Auboin, Marc Bacchetta, Cosimo Beverelli, Eddy Bekkers, Kian Cassehgari Posada, Emmanuelle Ganne, John Hancock, Kathryn Lundquist, Gabrielle Marceau, José-Antonio Monteiro, Roberta Piermartini, Stela Rubínová, Victor Stolzenburg, Ankai Xu et Qing Ye (Division de la recherche économique et des statistiques).

