unobserved heterogeneity in researcher ability leads to bias in the context of hedonic wage and productivity regressions which do … possible to calculate the wage- Science curve for individual scientists, controlling for ability level. The methodology is …. For example, firms who allow their employees to publish extract, on average, a 25% wage discount. The results are robust …