Income distribution in discrete hours behavioural microsimulation models: An illustration

摘要

In tax microsimulation models which predict labour supply using a probabilistic discrete hours approach, the analysis of the distribution of income is difficult because, even for a small sample with a modest range of labour supply points, the range of possible combinations over the sample is extremely large. This paper demonstrates the use of a pseudo income distribution, where the probability of a particular labour supply value occurring (standardised by the population size) is used to refer to a particular position in the pseudo income distribution. The superior performance of the pseudo approach compared to using the expected income or taking few draws from the possible set of distributions is illustrated by a simulation example for sole parents in Australia, in which the whole social security system is abolished. The example shows further that even if sole parents could move freely into the labour force, they do not manage to compensate fully or even close to fully for their loss of income when no benefit payments are available.