In this study, a data envelopment analysis approach has been used to determine the efficiencies of farmers with regard to energy use in rice production activities in the alluvial zone in the state of West Bengal in India. The study has helped to segregate efficient farmers from inefficient ones, identify wasteful uses of energy from different sources by inefficient farmers and to suggest reasonable savings in energy uses from different sources. The methods of cross efficiency matrix and distribution of virtual inputs are used to get insights into the performance of individual farmers, rank efficient farmers and identify the improved operating practices followed by a group of truly efficient farmers. The results reveal that, on an average, about 11.6% of the total input energy could be saved if the farmers follow the input package recommended by the study. The study also suggests that better use of power tillers and introduction of improved machinery would improve the efficiency of energy use and thereby improve the energy productivity of the rice production system in the zone. (c) 2005 Elsevier Ltd. All rights reserved.