as expected upskilling is found to boost longterm levels of gdp per capita and average household income total household incomes effects are also positive across the distribution and with the same order of estimated magnitude which suggests the absence of distributional implications the decomposition of total household income effects indicates that beyond positive effects channelled via gdp there are no additional benefits from education at the household level