RT info:eu-repo/semantics/article T1 Benchmarking energy efficiency in water utilities: Evidence from England and Wales A1 Molinos Senante, María A1 Maziotis, Alexandros A1 Sala Garrido, Ramón A1 Mocholí Arce, Manuel K1 Energy efficiency K1 Regression trees K1 Free disposal hull K1 Data envelopment analysis K1 Environmental variables K1 Drinking water service K1 2508.11 Calidad de las Aguas AB Production and distribution of drinking water is an energy intensive process. Understanding the energy efficiencyof drinking water services and what drives efficiency could improve sustainability of water cycle. In this study,we use the Efficiency Analysis Trees (EAT) method to benchmark the energy efficiency of several water utilitiesin England and Wales based on their energy consumption. Unlike traditional parametric and non-parametricmethods previously used to assess the performance of water utilities, EAT does not suffer from overfitting. Wefurther employ bootstrap truncated regression techniques to understand what drives energy performance. Theresults showed that the average energy efficiency of the English and Welsh water industry during the 2011–2020period was 0.767. This means that energy consumption could be reduced by 23.3% while delivering the samelevel of water to customers. Equivalently, on average water utilities could potentially save 63,479 MWh per year.Water treatment complexity, source of raw water and population density were factors that influenced energyefficiency of drinking water supply processes. Conclusions of this study are useful to water regulators and watercompanies for informed decisions towards a low-carbon urban water cycle. PB Elsevier SN 0360-8352 YR 2025 FD 2025 LK https://uvadoc.uva.es/handle/10324/78653 UL https://uvadoc.uva.es/handle/10324/78653 LA eng NO Computers & Industrial Engineering, 2025, vol. 209, p. 111457 NO Producción Científica DS UVaDOC RD 18-oct-2025