A non-parametric approach is used to examine the effects of globalization and deregulation on the efficiency and … efficient than small banks for most efficiency indices in both years. However, despite globalization, deregulation, and the … gains in technology and productivity, there was a decrease in overall efficiency for both large and small banks in 2003 …