The Blinder-Oaxaca decomposition (BOD) is a popular method for studying the contributions of explanatory factors to social inequality. The results have often been given causal interpretations. While recent work and this article both show that some types of BOD are equivalent to a counterfactual-based treatment effect/selection bias decomposition,…

We compare the effects of socioeconomic background (SEB) and intelligence on wage trajectories in a dynamic growth modeling framework in a sample that had completed just 12 years of education. I show that the main difference between the two is that SEB affected wages solely by its effect on entry pay whereas intelligence affected wages primarily…

The rise of the office economy and its impact on vocational education and training (VET) in Australia were examined by replicating the methodology used in Carnevale and Rose's U.S. study on the impact of the new office economy. Both studies took a functional approach to analyzing economic activities and the work force and focused primarily on…