A new methodology is presented to model household labour supply. The model is based on the collective approach to household behaviour and allows for both nonparticipation and nonconvex budget sets. It directly models the household allocation on the Pareto frontier. The model is used to quantify the distortions from using a standard unitary model, when the collective approach is more appropriate. This is done by comparing both positive and welfare economic aspects of the current Belgian tax reform.