Understanding the quality of public expenditure is key to discussing and creating social programs and public policies. To better comprehend the return of such expenditure on education under the Brazilian optic, the variation of the Education Index of HDI between 2010 and 2000 was explained by multiple linear regression with robust errors for independent and intervening variables.