Measuring corporate sustainability performance- the case of European food and beverage companies

被引:53
作者
Engida, Tadesse Getacher [1 ,2 ]
Rao, Xudong [1 ]
Berentsen, Paul B. M. [1 ]
Lansink, Alfons G. J. M. Oude [1 ]
机构
[1] WUR, Dept Social Sci, Business Econ Grp, Hollandseweg 1, NL-6706 KN Wageningen, Netherlands
[2] Mekelle Univ, Coll Business & Econ, Mekelle, Ethiopia
关键词
Corporate sustainability; Indicator; Composite indicator; Principal component analysis; Data envelopment analysis; SOCIAL-RESPONSIBILITY; SENSITIVITY-ANALYSIS; INDEX; CONSTRUCTION; MANAGEMENT;
D O I
10.1016/j.jclepro.2018.05.095
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Measuring corporate sustainability performance is necessary to guide sustainability improvements. Although many indicators exist that capture the different dimensions of sustainability, a composite indicator that integrates across all indicators is important as it helps to summarize multi-dimensional issues and provide synthesized information. This paper discusses and evaluates a method that builds on a combinantion of prinicipal component analysis and data envelopment analysis for developing a composite indicator of corporate sustainability. Principal component analysis is used to reduce the number of indicators and remove correlations among the indicators. The composite indicator of sustainability for each company is then obtained by using data envelopment analysis with a bootstrapping procedure. The method is illustrated for companies in the European food and beverages sector, using data from Sustainalytics. The paper also shows how the composite indicator of sustainability can be complemented by a decomposition analysis to identify priorities for sustainability improvements. The approach is valuable for stakeholders who aim to enhance corporate sustainability. (C) 2018 Published by Elsevier Ltd.
引用
收藏
页码:734 / 743
页数:10
相关论文
共 40 条
[1]   Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe [J].
Adler, N ;
Golany, B .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 132 (02) :260-273
[2]   Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction [J].
Adler, Nicole ;
Yazhemsky, Ekaterina .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 202 (01) :273-284
[3]  
Aliev F., 2012, 2012 IV International Conference, P1
[4]  
[Anonymous], RISK OPPORTUNITY BES
[5]  
[Anonymous], 2015, STOCKHOLDER STAKEHOL
[6]  
[Anonymous], VOLUNTARY APPROACHES
[7]  
[Anonymous], 2008, OXFORD HDB CORPORATE, DOI DOI 10.1093/OXFORDHB/9780199211593.003.0013
[8]  
[Anonymous], LIT REV F ARNEWORKS
[9]  
[Anonymous], GUID CORP SUST
[10]  
[Anonymous], 2002, PRINCIPAL COMPONENT