World Food Policy Volume/Issue 2-2/3-1 Fall 2015/Spring 2016 | Page 113

World Food Policy of households headed by men or women without any school are vulnerable to poverty. The share of vulnerable households decreases to 46 percent and 31 percent across the higher education attainment of the head. In addition, only 10 percent of the heads who are from the Kinh are illiterate, while 32 percent of the other heads cannot read or write. Moreover, the Kinh usually live in lowlands, which enables them to have better access to markets and allows them to have a lower risk of being poor. The asset index is also believed to be a good proxy for household wealth (see Filmer and Pritchett 2001). It differs significantly across population subgroups; nonpoor households are again owners of higher asset levels, while stay-poor households are the least, being 0.54 and 0.24,4 respectively. In addition, the location of the household can be used as a proxy for public physical asset such as infrastructure and some regional differences. More than half of the households are in mountainous and highland areas where infrastructure such as roads, electricity, schools, and health clinics are in poorer condition and, thus, result in worse market access. Among the chronically poor households, the majority of them are in the mountainous areas in HT where infrastructure is usually of poor conditions, the natural condition is hard for agricultural production, and people are usually from ethnic minority groups who have less access to markets. Figure 1 Changes in the patterns of income sources by poverty trajectory, percent Source: Author’s calculations from Vulnerability Surveys. Notes: Agriculture refers to income from agricultural activities; nonagricultural refers to income from nonagricultural activities. 4 The asset index is scaled to the range of [0,1] 113