Electricity sales growth in New Mexico was severely impacted by the Great Recession of 2008–2009. Slower growth in sales resulted in under-recovery of revenue for PNM and put upward pressure on electric rates. Dr. Faruqui examined the reasons for the slowdown in sales by analyzing the company’s sales forecast, and cross-validating the forecast using a hybrid model that integrates econometrics with end use analysis.