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 ...

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 accrue face aux incertitudes qui les entourent.Bien que, à ...

This Paper was originally published on tandfonline.com This paper examines how reductions in transportation costs reshape regional economic and environmental outcomes in Morocco. We simulate a reduction in delivered (purchasers’) costs via a transport-margin efficiency improvement – implemented as a margin-saving technical change in the transport sector – within a province-level Spatial Computable General Equilibrium (SCGE) framework. Simulating a 1% decline in transport costs, ...

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 ...