ee, “A New Data Set of Educational Attainment in the Work, 1950-2010." Journal of Development Economics, vol. 104, pp.184-198; Oxford Economics; and Standard & Poor's Ratings Economics’ Estimates. © Standard & Poor's 2014. Historically, data at the state level support these results. States with a well-educated workforce are high-wage states.