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

An emerging asset class<br />

Global Research<br />

29 November 2010<br />

Appendix VI: Notes on market sizing<br />

Population data from the World Resources Institute<br />

The work done by the WRI in The Next 4 Billion has proven invaluable to us in<br />

identifying target markets for our business case studies. By having divided the BoP<br />

population into income brackets of $500, the WRI study allows us to count how<br />

many people or households fall within the population that can afford our case study’s<br />

product or service.<br />

Per capita income brackets and affordability<br />

The starting points are the per capita income brackets defined by the WRI in $500<br />

increments of 2002 international dollars (PPP). The 2002 numbers are used for ease<br />

of reference as they are nicely rounded figures; in our work, we use the 2005 figures<br />

also provided to avoid having to deflate our financials by too many years (since the<br />

more we do that, the more we assume a constant state of nature outside inflation).<br />

The affordability test is then also applied in 2005 PPP terms, for comparability.<br />

However, when it comes to calculating the actual business financials – e.g. potential<br />

revenues and profits – the current USD equivalent is presented, since this is an actual<br />

figure that can exist in the marketplace as opposed to the more theoretical PPP<br />

numbers.<br />

The per capita income data is referenced by the WRI to be calculated using the<br />

methodology presented in Worlds Apart: Measuring Global and International<br />

Inequality, by Branko Milanovic 118 , Lead Economist in the World Bank research<br />

group. The methodology constructs an income distribution for each country, which<br />

then gives the income distribution for the BoP segment of the population. This gives<br />

the number of people in each income bracket, which we use in some of our sector<br />

analysis. Other sector analyses, though, require the per household income brackets,<br />

for which we explain the calculation next.<br />

Translating from per capita to household income brackets<br />

One of the sectors where we consider the household income is the housing sector,<br />

since a home is a purchase made by the earning members of the household together.<br />

In the case of housing, we had used a case study based in India, so we illustrate the<br />

calculation made using India as an example in Table 29 and Table 30. First, in Table<br />

29, we calculate an average number of people per household – 5.3, from the WRI<br />

data – and multiply that number by the economic activity rate for India, which is<br />

69% according to the UN Statistics Division, giving an average number of earners<br />

per household of 3.7 people. Then, in Table 30 we translate the per capita income<br />

brackets by multiplying the incomes by the number of earners per household.<br />

118 Worlds Apart: Measuring Global and International Inequality, B Milanovic, Princeton<br />

University Press, 2005.<br />

87

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