In this paper, we apply a novel analytical technique—k-means clustering—to understand the relationship between the growth of firms and the availability of power in sub-Saharan Africa. We develop a classification of firms and show how firm clusters are distributed across industries and...

The world has increasingly recognized that private capital has a vital role to play in economic development. African countries have moved to liberalize the investment environment, yet have not received much FDI. At least part of this poor performance is because of lingering skepticism toward...

How do firms decide to provide HIV/AIDS prevention services? In this CGD Working Paper, Visiting Fellow Vijaya Ramachandran analyzes data from 860 firms and 4,955 workers in Uganda, Tanzania, and Kenya. She finds that larger firms, and those with more highly skilled workers invest more in AIDS...

Much of the discourse on economic development and the private sector has focused on the role of foreign direct investment. While it is clear that FDI can play an important role in generating growth, it is also increasingly evident that countries cannot grow without a vibrant, domestic private...

We consider economic development of Sub-Saharan Africa from the perspective of slow convergence of productivity, both across sectors and across firms within sectors. Why have “productivity enclaves”, islands of high productivity in a sea of smaller low-productivity firms, not diffused more...

Africa's industrial progress has been disappointing. With the exception of South African auto components and garments, both of which have benefited from special incentives, Africa exports almost no manufactured goods that are not based on the processing of raw materials. Despite considerable...

How big is China's aid to Africa? Does it complement or undermine the efforts of traditional donors? China releases little information, and outside estimates of the size and nature of Chinese aid vary widely. In an effort to overcome this problem, AidData, based at the College of William and...

The need for infrastructure improvements is a top-tier economic, political, and social issue in nearly every African country. Although the academic and policy literature is extensive in terms of estimating the impact of infrastructure deficits on economic and social indicators, very few studies...

Our central question is whether African countries can break into global manufacturing in a substantial way. Using a newly-constructed panel of firm-level data from the World Bank's Enterprise Surveys, we look at labor costs in a range of low and middle income countries in Africa and elsewhere....

Many of the world's poorest and most fragile states are joining the ranks of oil and gas producers. These countries face critical policy questions about managing and spending new revenue in a way that is beneficial to their people. At the same time, a growing number of developing countries have...