A principal component analysis based three-dimensional sustainability assessment model to evaluate corporate sustainable performance

被引:90
作者
Jiang, Qiuhong [1 ,2 ]
Liu, Zhichao [1 ,2 ]
Liu, Weiwei [1 ]
Li, Tao [1 ]
Cong, Weilong [2 ]
Zhang, Hongchao [1 ,2 ]
Shi, Junli [1 ,3 ]
机构
[1] Dalian Univ Technol, Inst Sustainable Design & Mfg, Dalian 116024, Peoples R China
[2] Texas Tech Univ, Dept Ind Mfg & Syst Engn, Lubbock, TX 79409 USA
[3] Dalian Polytech Univ, Sch Mech Engn & Automat, Dalian 116034, Peoples R China
关键词
Corporate sustainability assessment; Principal component analysis; Multivariate statistics; Chinese Internal Combustion Engine; manufacturing Industry; INDICATORS; FRAMEWORK; TRANSPORTATION; TECHNOLOGY; IMPACTS; METRICS; LEVEL; TOOL;
D O I
10.1016/j.jclepro.2018.03.255
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Corporate sustainability assessment involves two procedures including quantification of the upstream/downstream impacts generated during the company's activities and integration of these impacts into a single metric. In order to achieve a desirable balance among the economic growth, environmental friendliness, and social equity, it is essential to scientifically manage and monitor the corporate sustainability. This paper proposes a three-dimensional (economic, environmental, and social) sustainability assessment model to analyze the corporate sustainable performance based on principal component analysis. An effective evaluation indicator system for cooperate sustainability assessment is provided after conducting reliability and validity analysis. Considering the coordination degree of sustainable development among the three dimensions, the corporate sustainability index is used to express the overall sustainability performance of a company. A case study on the internal combustion engine manufacturing industry in China has been conducted to verify the validity and practicability of the proposed method. A questionnaire survey was conducted at 52 companies to collect the economic, environmental, and social indicators data during 2010-2012. A total of 49 companies responded, yielding a total of 103 economic samples, 102 social samples, and 79 environmental samples. The results of this investigation show that a large gap exist in the reported enterprises in their sustainability, and most of them are recommended to take measures to improve the sustainability performance. At the end, a specific company is selected to illustrate how to identify the strengths and weaknesses of its sustainability performance. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:625 / 637
页数:13
相关论文
共 69 条
[21]   Operational sustainability metrics assessing metric effectiveness in the context of electronics-recycling systems [J].
Atlee, Jennifer ;
Kirchain, Randolph .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2006, 40 (14) :4506-4513
[22]   Developing a framework for sustainable development indicators for the mining and minerals industry [J].
Azapagic, A .
JOURNAL OF CLEANER PRODUCTION, 2004, 12 (06) :639-662
[23]   Thermodynamic Metrics for Aggregation of Natural Resources in Life Cycle Analysis: Insight via Application to Some Transportation Fuels [J].
Baral, Anil ;
Bakshi, Bhavik R. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2010, 44 (02) :800-807
[24]   Biodiesel-triple bottom line (TBL): A new hierarchical sustainability assessment framework of principles criteria & indicators (PC&I) for biodiesel production. Part II-validation [J].
Bautista, S. ;
Enjolras, M. ;
Narvaez, P. ;
Camargo, M. ;
Morel, L. .
ECOLOGICAL INDICATORS, 2016, 69 :803-817
[25]   Emergy-based indices and ratios to evaluate sustainability: monitoring economies and technology toward environmentally sound innovation [J].
Brown, MT ;
Ulgiati, S .
ECOLOGICAL ENGINEERING, 1997, 9 (1-2) :51-69
[26]   Creating a Sustainability Scorecard as a predictive tool for measuring the complex social, economic and environmental impacts of industries, a case study: Assessing the viability and sustainability of the dairy industry [J].
Buys, L. ;
Mengersen, K. ;
Johnson, S. ;
van Buuren, N. ;
Chauvin, A. .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2014, 133 :184-192
[27]   A holistic and rapid sustainability assessment tool for manufacturing SMEs [J].
Chen, Danfang ;
Thiede, Sebastian ;
Schudeleit, Timo ;
Herrmann, Christoph .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2014, 63 (01) :437-440
[28]  
Curran MarryAnn., 2006, Life Cycle Assessment: Principles and practice
[29]   Composite indicator for measuring corporate sustainability [J].
Docekalova, Marie Pavlakova ;
Kocmanova, Alena .
ECOLOGICAL INDICATORS, 2016, 61 :612-623
[30]  
Dreher Jonathan., 2009, General Motors, Metrics for Sustainable Manufacturing