Gender gaps in labour force participation in developing countries persist despite income growth or structural change. We assess this persistence across economic geographies within countries, focusing on youth employment in off-farm wage jobs. We combine household survey data from 12 low- and...

The paper reviews what we know about the possibilities of designing and implementing policy measures that raise the contribution of the extractive industries' production/consumption links to economic growth and wellbeing, and reviews how policies pursued by various governments have succeeded. It...

Terrorist and other types of armed groups often exploit natural and human-made disasters and emergencies to advance their causes. This paper studies how some armed groups have responded to two recent global emergencies-climate change and the COVID-19 pandemic. It examines the messaging and...

Over many past decades countries in sub-Saharan Africa have received extensive bilateral and multilateral aid in support of the production of relevant, timely, and good quality data and statistics. But assessing aid effectiveness in the statistical area is a complex matter. Many datasets are...

A new methodology, Tracking Under-Reported Financial Flows (TUFF), allows us to systematically gather open-source information - e.g. news reports, case studies, project inventories from embassy websites, and grant and loan data published by recipient governments - about Chinese development...

The South African Revenue Service and National Treasury Firm-Level Panel is an unbalanced panel data set created by merging several sources of administrative tax data received during 2015. The four data sources that constitute the panel are: (i) company income tax from registered firms who...

We introduce two separate datasets - the Global Consumption Dataset and the Global Income Dataset - containing an unprecedented portrait of consumption and income of persons over time, within and across countries, around the world. The benchmark version of the dataset presents estimates in...

This paper presents version 4.0 of the CIT-IRP5 firm-level panel dataset. Version 4.0 is the latest edition of the firm-level component of the combined administrative data using sources from the South African Revenue Service. We show that differences in forms and vintages do generally not...

Economic, social, and political inequalities are at the forefront of today's public debate. While governments around the world have made conscious efforts to promote social inclusion, and major progress in fulfilling basic needs has been witnessed during the last decades, certain groups of...