The objective of this technical report and the accompanying skills profiles report is twofold. First, the technical report explains the methodology used to transform job postings text into OV data and in turn, illustrates how to use those data to produce labor market intelligence valuable to...

Over the last decade, research from many different countries has demonstrated the important role played by teachers in improving students' learning and increasing their competencies. Studies from countries as different as the US and Indonesia have shown the enormous benefits that follow from...

Coding bootcamps have recently emerged as a promising approach to equipping individuals with the skills needed to thrive in digital economies. But despite the potential of these training programs to prepare graduates to compete in a changing global labor market, women often participate at...

Niger earns its foreign exchange mainly from uranium and gold, which has limited domestic economic linkages. Distant second, livestock export also provide important revenue to the country. Overall, most of the labor force is employed in a low productivity and shock prone rainfed agricultural...

This report provides an up-to-date, holistic reference on the state of women in Lebanon against the broader perspective of general development outcomes while taking into consideration the multiple crises the country is facing. The report presents a data-driven analysis of three key dimensions of...

This poverty assessment aims to inform poverty-focused policymaking in Chad. The report examines recent trends in poverty, inequality, and other social indicators and identifies key constraints on poverty reduction. Although agriculture, pastoralism, and related activities provide livelihoods...

Over the last sixty years, Ireland has experienced profound economic, social, technological, occupational, cultural, and demographic changes. It has emerged from the most recent economic crisis stronger than ever and remains committed to its vision of a nation of people armed with the relevant...

The economy of the Central African Republic (CAR) decelerated in 2020 compared to 2019. Despite a relatively contained health impact, the coronavirus disease 2019 (COVID-19) pandemic has had a significant impact on the country's economy, with the disruption in global value chains, low external...

This is the second and last module of a programmatic Public Expenditure Review (PER). The programmatic PER is intended to support the Government of Malawi to analyze: 1) fiscal risks and sustainability; and 2) the efficiency and equity of public expenditure, particularly in human development...