Anecdotal evidence suggests that local non-farm opportunities slow down rural–urban migration. However, there is hardly any empirical evidence on the relation between household non-farm income and migration. Understanding this relation is essential for rural development strategies, sustainable urban development, and policies that influence domestic migrations.
We examine whether households' decision to send a member to urban areas for employment depends on the extent of their non-farm income and, in turn, on local non-farm opportunities. We also study how this impact is dependent on household income, education of the household head, and land holdings.
Households' decision to migrate or to choose non-farm employment is endogenous, likely to be influenced by unobserved characteristics. We construct local measures of non-farm opportunities at the Union (lowest administrative) level using Economic Census data. Local opportunities are exogenous to household decisions and are used to instrument household-level non-farm income.
Regression results using instrumental variables show that a greater share of non-farm income reduces the probability that members of the household will migrate to other districts. This effect is most pronounced for semi-rural areas such as municipalities. We find similar results when we use areas with small and medium enterprise (SME) clusters to instrument household-level non-farm income. We also observe substantial heterogeneity of impact: a higher share of non-farm income deters migration more for income-rich, land-poor and educated households.
Our results suggest that creating non-farm opportunities curbs migration to urban areas. Developing rural growth centres, secondary towns, may reduce migration to larger cities and reduce poverty.