Abstract

We examine intergenerational mobility (IM) in educational attainment in Africa since independence using census data. First, we map IM across 27 countries and more than 2,800 regions, documenting wide cross-country and especially within-country heterogeneity. Inertia looms large as differences in the literacy of the old generation explain about half of the observed spatial disparities in IM. The rural-urban divide is substantial. Though conspicuous in some countries, there is no evidence of systematic gender gaps in IM. Second, we characterize the geography of IM, finding that colonial investments in railroads and Christian missions, as well as proximity to capitals and the coastline are the strongest correlates. Third, we ask whether the regional differences in mobility reflect spatial sorting or their independent role. To isolate the two, we focus on children whose families moved when they were young. Comparing siblings, looking at moves triggered by displacement shocks, and using historical migrations to predict moving-families' destinations, we establish that, while selection is considerable, regional exposure effects are at play. An extra year spent in a high-mobility region before the age of 12 (and after 5) significantly raises the likelihood for children of uneducated parents to complete primary school. Overall, the evidence suggests that geographic and historical factors laid the seeds for spatial disparities in IM that are cemented by sorting and the independent impact of regions.

Highlights

  • There is rising optimism about Africa, a continent with 1.2 billion opportunities, as the Economist (2016) touted not long ago

  • As recent works on intergenerational mobility in income (e.g., Chetty et al (2017)) and education (Card, Domnisoru, and Taylor (2018)), we construct measures of absolute upward intergenerational mobility (IM) defined as the likelihood that children born to parents that have not completed primary schooling manage to do so

  • The likelihood that children born to parents with no education complete primary schooling exceeds 70% in South Africa and Botswana; the corresponding statistic in Sudan, Ethiopia, Mozambique, Burkina Faso, Guinea, and Malawi hovers below 20%

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Summary

Introduction

There is rising optimism about Africa, a continent with 1.2 billion opportunities, as the Economist (2016) touted not long ago. The formerly “hopeless continent” is gradually becoming the “hopeful” one (Economist (2000, 2011)). Educational attainment is rising, health is improving, and the income of many Africans is growing. Some even speak of an African “growth miracle” (Young (2012)). Anecdotal evidence indicates widespread inequalities, uneven progress, and poverty traps, suggesting that the “miracle” may not be for all.

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