In trying to measure the extent to which labour unions are responsible for increasing wages, economists use

Question:

In trying to measure the extent to which labour unions are responsible for increasing wages, economists use sophisticated statistical methods to compare the wages of unionized workers with those of non-unionized workers. Explain why it is not legitimate simply to compare the average wage across the two groups and attribute the difference to the effects of unionization.