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

机译:基于主成分分析的三维可持续性评估模型来评估企业的可持续绩效

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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.
机译:企业可持续性评估涉及两个程序,包括对公司活动期间产生的上游/下游影响进行量化以及将这些影响整合为一个度量标准。为了在经济增长,环境友好和社会公平之间实现理想的平衡,必须科学地管理和监控公司的可持续性。本文提出了一个三维(经济,环境和社会)可持续性评估模型,用于基于主成分分析的企业可持续性绩效分析。在进行信度和效度分析后,提供了有效的合作可持续性评价指标体系。考虑到这三个维度之间可持续发展的协调程度,公司可持续性指数用来表示公司的总体可持续性绩效。以中国内燃机制造业为例,验证了该方法的有效性和实用性。对52家公司进行了问卷调查,以收集2010-2012年期间的经济,环境和社会指标数据。总共49家公司做出了回应,总共产生了103个经济样本,102个社会样本和79个环境样本。调查结果表明,所报告企业的可持续性存在很大差距,建议大多数企业采取措施改善可持续性绩效。最后,选择了一家特定的公司来说明如何确定其可持续性绩效的优缺点。 (C)2018 Elsevier Ltd.保留所有权利。

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