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Yale Center for the Study of Globalization<br />

Figure 5.3: Average Polity2 Score for Sub-Saharan Africa<br />

Source: McMillan and Harttgen (2014): Author’s calculations using data from the Polity IV Project and<br />

the World Bank’s WDI dataset for different Sub-Samples of African countries, depending on the initial<br />

year the dataset started for countries in each set.<br />

Notes: The graph shows a weighted average of the Polity2 score (weighted by population) in the Polity<br />

IV dataset. The Polity2 score is the revised combined polity score, which is the result of subtracting the<br />

“autoc” score from the “democ” score.<br />

Solid bright lines are population-weighted averages of the individual country scores for each cohort: the<br />

1960 cohort (red), 1965 cohort (yellow), 1975 cohort (green), and the 1990 cohort (blue).<br />

Countries included are: Angola, Benin, Botswana, Burkina Faso, Burundi, Cameroon, Cape Verde,<br />

Central African Republic, Chad, Comoros, Congo Brazzaville, Congo Kinshasa, Cote d’Ivoire, Equatorial<br />

Guinea, Eritrea, Ethiopia, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia,<br />

Madagascar, Malawi, Mali, Mauritania, Mauritius, Mozambique, Namibia, Niger, Nigeria, Rwanda, Senegal,<br />

Sierra Leone, Somalia, South Africa, South Sudan, Swaziland, Sudan, Tanzania, Togo, Uganda,<br />

Zambia, and Zimbabwe.<br />

A third relatively endogenous factor has been the emergence of an African middle<br />

class. According to the AfDB, the size of the middle class has grown from around<br />

220 million to 350 million in 2010. A recent analysis of the emerging African middle<br />

class concludes that “this new middle class has strong positive potential for the<br />

region. It has the capacity to increase domestic consumption; contribute to private<br />

sector growth and entrepreneurialism; boost demand for better governance and<br />

public services; improve gender equality; and raise standards of living, allowing<br />

many people to exit from poverty” (Ncube and Lufumba, 2014). Historically, there<br />

has been a close interrelationship between the rise of a middle class and improved<br />

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