This cross-sectional study among rural and urban populations with different socio-economic status found that the catch-up growth spurt following a nutrition intervention is a more sensitive indicator of past undernourishment than static thresholds for stunting. Absence of catch-up growth following re-feeding strongly indicates non-nutritional causes of stunting, including education levels and social, economic, political, and emotional circumstances.