The effect of natural disaster on households is measured by
parameters b3, b4 and b5. The effect of disasters also reflects
the resilience level of households. Households with more resilience
to disasters are less affected by disasters. The Eqn. (1)
includes interactions between the natural disasters and variables
of communes and households. It allows the effect of natural
disasters to vary across different households.