Sectorial policies and structural transformation

In 2017, eight scientists from the Google research team published in the journal Advances in Neural Info Processing Systems the remarkable article “Attention is all you need,” which introduced a Transformer neural network architecture. The paper has been cited over 173,000 times and ranks among the top 100 most cited papers of the 21st century. It builds on the attention principle introduced in 2014 by Bahdanau, Cho and Turing Award winner Bengio, who proposed neural machine transla ...

The energy shock caused by the war between the United States and Israel and Iran has highlighted the need for Africa to refine more of its own crude oil. Africa is a net hydrocarbon exporter, but remains stuck in the old colonial economic model: it mostly exports raw materials and imports refined products. Africa exports about 2.6 billion barrels of crude oil every year, and imports about 1.4 billion barrels of refined products. This is a problem for two reasons. First, Africa ...

Bientôt disponible en vente sur amazon et Livremoi. Le monde du travail est engagé dans un processus de mutation sans précédent. La quatrième révolution industrielle, portée par l’intelligence artificielle (IA) et la robotisation, a été le point de commencement d’une ère nouvelle où les repères économiques et sociaux se redéfinissent à une vitesse inédite. Ces technologies suscitent un engouement légitime et offrent des perspectives prometteuses, mais requièrent une vigilance a ...

This paper, the fourth in a research series on services-led growth in the Global South, examines Egypt’s potential for growth and economic transformation through the integration of services into Global Value Chains (GVCs). It employs a new taxonomy that classifies services into Knowledge Services (KS), Enabling Services (ES), and Local Services (LS) and applies OECD 2025 Trade in Value-Added (TiVA), Trade in Employment (TiM), and input-output databases to benchmark Egypt against Mor ...

This paper is the third in a series of country and comparative studies that together comprise a research program on services as drivers of economic growth and structural transformation in the Global South. The paper analyzes the pattern of Tunisia's services-led economic growth from 2012- 2022 using a specialized three-category framework: knowledge services (KS), enabling services (ES), and local services (LS). Using data from the OECD Trade in Value Added (TiVA), Trade in Employmen ...

Decarbonization is reconfiguring global relative prices. As clean energy, natural capital, and location-specific assets become dominant industrial inputs, the relative cost of producing low-carbon goods is increasingly determined by geography. Two systematic distortions explain why the expected reallocation of investment toward renewable-rich economies remains incomplete. First, industrial policy interventions, including subsidies, trade barriers, and certification systems, disconne ...

Why only globally connected, knowledge-intensive services — not local services — can drive long-term development and productivity growth. This Commentary was originally published on stimson.org For decades, manufacturing was considered the indispensable engine of economic development, creating jobs, boosting productivity, and integrating countries into global markets. But automation, robotics, and intensifying global competition have made industrialization far harder for d ...

This paper is the second in a series examining services-led development and global value chain (GVC) integration in the Global South. It applies a three-category analytical framework covering knowledge services (ICT and professional business services), enabling services (transport, logistics, and finance), and local services (retail, hospitality, health, and personal services), to OECD Trade in Value Added indicators. The paper thus  ...

Cette chronique a été initialement publiée sur le site lesechos.fr Les économies en développement font face à un double défi : créer des emplois à grande échelle tout en soutenant la productivité. Quels types de services permettent cette convergence ? Les économistes Hinh T. Dinh et Karim El Aynaoui répondent dans la chronique du « Cercle des économistes ».Les services peuvent-ils se substituer à l'industrie manufacturière comme moteur du développement ...

Résumé exécutif stratégiqueLe Maroc s’est engagé avec détermination dans une trajectoire de modernisation fondée sur la transition numérique, la transition verte et l’innovation. Ces dynamiques sont devenues des leviers stratégiques pour la compétitivité, l’attractivité et la création d’emplois à forte valeur ajoutée. Pourtant, l’analyse des données microéconomiques récentes révèle un paradoxe préoccupant : les entreprises les plus modernisées, moteurs de la croissance de demain, re ...

Historically, manufacturing has served as the primary pathway to economic development, offering strong scale economies, learning-by-doing effects, and the capacity to generate the foreign exchange necessary to import capital goods and technology. However, advances in robotization and artificial intelligence (AI) are fundamentally undermining manufacturing’s traditional role, making it increasingly skill- and capital-intensive while limiting its ability to absorb labor. Thi ...

This Paper was originally published on sciencedirect.com This paper assesses the national and regional impacts of the Marrakech–Fès highway project in Morocco using a Spatial Computable General Equilibrium (SCGE) model combined with GIS-based road network data. The analysis captures how improved connectivity alters economic performance and emissions patterns across space and time. Results show that while overall economic gains are modest, the benefits are unevenly distributed—f ...

The U.S.–China technological rivalry has become a central axis of global economic and geopolitical competition. While the United States continues to lead in frontier innovation—most notably in advanced semiconductors and artificial intelligence (AI)—China has consolidated strengths in large-scale implementation, manufacturing capacity, and control over critical segments of global supply chains. These advantages are especially visible in clean energy technologies and in the processin ...