This paper measures energy efficiency improvements of US single-family homes between 1997 and 2001 using a two …-stage procedure. In the first stage, an indicator of energy efficiency is derived by means of Data Envelopment Analysis (DEA), and the … analogy between the DEA estimator and traditional measures of energy efficiency is demonstrated. The second stage employs a …