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<strong>Impact</strong> Investments:<br />

An emerging asset class<br />

Global Research<br />

29 November 2010<br />

target BoP population that lives in urban areas is 37%. Across our measured<br />

countries, it is 58%. Since we have the percent of urban population by income<br />

bracket and by country, we incorporate this data on a granular basis.<br />

At this stage, we have determined the parameters of the population we will target<br />

with our housing product: the Annual Household Income (line 1 in Table 7: Income<br />

brackets A – E in Table 8 and Table 9), and only the urban population. Next, we<br />

broaden our focus globally and count the number of people or households that fall<br />

within those parameters.<br />

5. Using the WRI data, identify population or number of households in each income<br />

bracket<br />

The WRI data provides the number of people per income bracket. Since housing<br />

is a product sold to a household rather than an individual, we count the number of<br />

households that would fall within our target income bracket. For the 36 countries<br />

represented in the WRI data set, the populations given in each income bracket<br />

count the people earning the relative incomes but exclude non-earning members<br />

of the household. In order to determine the number of households, we first take<br />

the size of the earning population (the WRI number), and divide by the Economic<br />

Activity Rate to find the total population size (earning and non-earning). Then for<br />

each country we divide by the average number of people per household to obtain<br />

the total number of households 53 .<br />

6. Factor in population growth<br />

From the WRI database EarthTrends, we find the growth rates for urban<br />

populations in each country measured from 2005–2010. Since the population data<br />

we have is from 2005, we apply these growth rates – 1.06% on average – to each<br />

country’s number of households. Similarly, we apply the rural population growth<br />

rates when relevant. We do not consider urbanization rates, which could be<br />

expected to change over time.<br />

7. Extrapolate to the rest of the region<br />

Finally, we extrapolate from the 36 countries to the broader regions, just as WRI<br />

has done in The Next 4 Billion. We calculate the ratio of measured to extrapolated<br />

population and apply the same ratio to the number of households in our target<br />

income bracket. Table 11 shows the countries included in the measured work, and<br />

the regions to which we then extrapolate.<br />

Table 11: Countries included in WRI data<br />

Africa Asia Eastern Europe Latin America and Caribbean<br />

Burkina Faso Bangladesh Belarus Bolivia<br />

Burundi Cambodia Kazakhstan Brazil<br />

Cameroon India Macedonia, FYR Colombia<br />

Cote D'Ivoire Indonesia Russian Federation Guatemala<br />

Djibouti Nepal Ukraine Honduras<br />

Gabon Pakistan Uzbekistan Jamaica<br />

Malawi Tajikistan Mexico<br />

Nigeria Sri Lanka Paraguay<br />

Rwanda Thailand Peru<br />

Sierra Leone<br />

Uganda<br />

South Africa<br />

Source: World Resources Institute<br />

53 Also based on WRI data.<br />

47

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