‘Explaining’ involves using qualitative work to understand unanticipated results from quantitative data. In principle, this mechanism may operate in either direction – from qualitative to quantitative approaches or vice versa.
Carvalho, S. & White, H. (1996). Combining quantitative and qualitative approaches to poverty measurement and analysis. World Bank Technical Paper No.366. Washington, DC: World Bank.