Russell non-radial eco-efficiency measure and scale elasticity of a sample of electric/electronic products

An AHP-Based Procedure for Model Selection for Eco-Efficiency Assessment

“…DEA is used to measure the efficiency of a set of decision-making units (DMUs) when there are multiple inputs and outputs in the production process. In this context, both Kondo and Nakamura [34] and Lozano et al [23] showed EE evaluation methods that allow the identification of better strategies for the use of electrical and electronic products.…”

“…In the business context, eco-efficiency can be applied at the product, process, corporate or industry level [23,24] and can also be assessed in relation to a specific service [21]. However, the application of this term goes far beyond being introduced as a business concept and can also be used at regional, national and global levels, through the evaluation of the eco-efficiency of cities, regions and countries [11,13,25].…”

Measuring the performance of thermal power firms in China via fuzzy Enhanced Russell measure model with undesirable outputs

“…Due to its non-radial property, it has a wide of applications. Lozano et al (2011) proposed a Russell non-radial eco-efficiency measure to compute eco-efficiency scale elasticity bounds. Hsiao et al (2011a,b) introduced the entropy concept to Russell measure DEA model for eliminating the equal-weight effect in order to increase evaluation accuracy.…”

“…Several nonorientation approaches have been built, such as additive model, Russell measure (RM) model, slacks-based measure and so on. It should be noted that among these approaches, Russell measure (ERM) model is a well-known non-orientation measure for evaluating DMUs' performance and has been applied to many areas, such as baseball batting performance, Taiwan's commercial banks (Lozano et al, 2011;Levkoff et al, 2012;Hsiao et al, 2011a,b), and, a later work showed that the slacks-based measure model (SBM) is actually equivalent to the enhanced Russell measure model in measuring the efficiency in its initial form (Cooper et al, 2007). Thus, in this paper, we choose Russell measure as a basic for performance evaluation.…”

Dominance Network Analysis: Hybridizing Dea and Complex Networks for Data Analytics

“…DEA has been mainly used in the production and service context so that DMUs are assumed to represent homogeneous operating units that consume inputs and produce outputs. However DEA can also be used to benchmark the performance of countries in the Summer Olympics (Lozano et al, 2002), human development index of countries (Lozano & Gutiérrez, 2008), eco-efficiency of products (Lozano et al, 2011), forest fire fighting (Gutiérrez & Lozano, 2013), F1 constructors (Gutiérrez & Lozano, 2014), NBA teams (e.g. Moreno & Lozano, 2014), team performance in a business game (Koltai et al, 2017), public finances (Moreno & Lozano, 2018), current account balance of payments of countries (Gutiérrez & Lozano, 2020a), F1 circuits (Gutiérrez & Lozano, 2020b), and many other types of entities not related to the classical production process context.…”