Combined use of Data Envelopment Analysis and Life Cycle Assessment for operational and environmental benchmarking in the service sector: A case study of grocery stores

被引:28
作者
Alvarez-Rodriguez, Cristina [1 ]
Martin-Gamboa, Mario [2 ]
Iribarren, Diego [3 ]
机构
[1] Rey Juan Carlos Univ, Chem & Environm Engn Grp, Mostoles 28933, Spain
[2] Univ Aveiro, Dept Environm & Planning, Ctr Environm & Marine Studies CESAM, Campus Univ Santiago, P-3810193 Aveiro, Portugal
[3] IMDEA Energy, Syst Anal Unit, Mostoles 28935, Spain
关键词
Data envelopment analysis; Efficiency; Grocery; Life cycle assessment; Service sector; Tertiary sector; SLACKS-BASED MEASURE; SUSTAINABILITY ASSESSMENT; EFFICIENCY;
D O I
10.1016/j.scitotenv.2019.02.433
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Ensuring sustainable production patterns doing more and better with less is a key sustainable development goal. In this sense, the joint use of Life Cycle Assessment and Data Envelopment Analysis (ie., the LCA + DEA methodology) arises as a quantitative tool for the eco-efficiency assessment of multiple similar entities. To date, the LCA+DEA methodology has been widely applied to case studies within the primary and secondary sectors. However, the applicability of this combined methodology to case studies within the tertiary (service) sector is still unexplored, which constitutes a current knowledge gap in this field. This work contributes to filling this gap by benchmarking the operational and environmental performance of a sample of 30 groceries located in Spain. All the evaluated groceries were found to involve relative efficiency scores above 0.60, with one third of the groceries deemed fully efficient. Average reductions of 3-26% in the consumption of operational inputs were calculated, leading to average reductions of 9% in the carbon footprint and 10% in the energy footprint. Furthermore, economic savings of up to 3% of the annual turnover were estimated. These results were further enriched through the application of a super-efficiency DEA model for a refined identification of the best-performers, as well as through the novel use of a specific model for the gradual operational and environmental benchmarking of the sample. Overall, a high applicability of the LCA + DEA methodology for eco-efficiency assessment within the service sector is concluded, facilitating the identification and quantification of sustainable operational patterns. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:799 / 808
页数:10
相关论文
共 50 条
  • [41] A data envelopment analysis approach to evaluation of operational inefficiencies in power generating units: A case study of Indian power plants.
    Chitkara, P
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (02) : 419 - 425
  • [43] Reconciling productivity, profitability and sustainability of small-holder sugarcane farms: A combined life cycle and data envelopment analysis
    Yang, Linsheng
    Zhou, Yifan
    Meng, Bo
    Li, Haojie
    Zhan, Jian
    Xiong, Huaye
    Zhao, Huanyu
    Cong, Wenfeng
    Wang, Xiaozhong
    Zhang, Wushuai
    Lakshmanan, Prakash
    Deng, Yan
    Shi, Xiaojun
    Chen, Xinping
    Zhang, Fusuo
    AGRICULTURAL SYSTEMS, 2022, 199
  • [44] The Environmental Efficiency Assessment of Logistics Service Providers: a Non-radial Data Envelopment Analysis
    Liu, Jie
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3246 - 3249
  • [45] Life cycle assessment-based environmental impact analysis of a tier 4 data center: A case study in Turkey
    Uctug, Fehmi Gorkem
    Unver, Tayyar Can
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2023, 56
  • [46] A data envelopment analysis model with interval data and undesirable output for combined cycle power plant performance assessment
    Khalili-Damghani, Kaveh
    Tavana, Madjid
    Haji-Saami, Elham
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (02) : 760 - 773
  • [47] Energy and environmental indices through life cycle assessment of raisin production: A case study (Kohgiluyeh and Boyer-Ahmad Province, Iran)
    Elhami, Behzad
    Raini, Mahmoud Ghasemi Nejad
    Soheili-Fard, Farshad
    RENEWABLE ENERGY, 2019, 141 : 507 - 515
  • [48] Life Cycle Environmental Impact Assessment of Circular Agriculture: A Case Study in Fuqing, China
    Fan, Weiguo
    Zhang, Peng
    Xu, Zihan
    Wei, Hejie
    Lu, Nachuan
    Wang, Xuechao
    Weng, Boqi
    Chen, Zhongdian
    Wu, Feilong
    Dong, Xiaobin
    SUSTAINABILITY, 2018, 10 (06):
  • [49] Resource use assessment of an agricultural system from a life cycle perspective - a dairy farm as case study
    Huysveld, Sophie
    Van Linden, Veerle
    De Meester, Steven
    Peiren, Nico
    Muylle, Hilde
    Lauwers, Ludwig
    Dewulf, Jo
    AGRICULTURAL SYSTEMS, 2015, 135 : 77 - 89
  • [50] Integrated life-cycle data envelopment analysis for techno-environmental performance evaluation on sludge-to-energy systems
    Lam, Chor Man
    Hsu, Shu-Chien
    Alvarado, Valeria
    Li, Wing Man
    APPLIED ENERGY, 2020, 266 (266)