Lots of attention is given to the number of children in poverty but as a society we do not only care about the rate of poverty but also the depth of poverty. If everyone in poverty is very close to the poverty line we should perhaps worry less than when millions of people are substantially below the poverty line. A good way to measure the depth of poverty is the median poverty gap, which indicates how far below the poverty line the average family in poverty is.