How do environmental, social and governance initiatives and controversies explain the firm efficiency of Chinese energy companies?

IF 2.5 4区 计算机科学 Q2 COMPUTER SCIENCE, CYBERNETICS Kybernetes Pub Date : 2024-05-03 DOI:10.1108/k-12-2023-2704
Qian Long Kweh, Irene Wei Kiong Ting, Chunya Ren, Jawad Asif
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Abstract

Purpose

This study investigates how the initiatives and controversies related to environmental, social and governance (ESG) explain firm efficiency.

Design/methodology/approach

Firstly, this study applies data envelopment analysis with the epsilon-based measure to estimate the firm efficiency of 80 companies in the Chinese energy sector in 2022. This approach accounts for the diversity and relative importance of inputs and outputs from a multidimensional perspective. Secondly, this study regresses the variables of ESG initiatives and controversies on the estimated firm efficiency scores through a generalised additive model, which can capture nonlinear patterns.

Findings

This study finds that a) the samples have i) about 49% room for improvement in efficiently optimising their resources and business outcomes and ii) the highest scores in governance initiatives, followed by social initiative. b) 69% of them have controversy scores that are greater than the average value. c) A cluster analysis indicates that companies with higher social initiatives have higher firm efficiency than their counterparts. d) ESG initiatives and controversies are nonlinearly related to firm efficiency.

Research limitations/implications

The findings have practical implications for policy makers and managers who prioritise ESG, particularly regarding (i) the need to examine firm performance from a multidimensional perspective, that is, to measure multiple inputs and outputs simultaneously, (ii) the nonlinearity of the nexus between ESG and efficiency in graphical forms, and (iii) the need to balance ESG initiatives and address ESG controversies.

Originality/value

This study integrates statistical approaches in examining and ensuring sustainable growth and efficiency within the Chinese energy sector and beyond.

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环境、社会和治理举措及争议如何解释中国能源企业的公司效率?
本研究探讨了与环境、社会和治理(ESG)相关的倡议和争议如何解释企业效率。首先,本研究采用基于ε的数据包络分析法估算了 2022 年中国能源行业 80 家公司的企业效率。这种方法从多维角度考虑了投入和产出的多样性和相对重要性。其次,本研究通过广义加法模型,将 ESG 倡议和争议变量与估计的企业效率得分进行回归,从而捕捉非线性模式。研究结果本研究发现:a) 样本在有效优化资源和业务成果方面有 i) 约 49% 的改进空间;ii) 治理倡议得分最高,其次是社会倡议。d) ESG 倡议和争议与公司效率呈非线性关系。研究局限/意义研究结果对优先考虑 ESG 的政策制定者和管理者具有实际意义,尤其是在以下方面:(i) 需要从多维角度考察公司绩效,即同时衡量多种投入和产出;(ii) ESG 与效率之间的非线性关系以图表形式表示;(iii) 需要平衡 ESG 倡议和解决 ESG 争议。独创性/价值本研究整合了统计方法,以研究和确保中国能源行业内外的可持续增长和效率。
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来源期刊
Kybernetes
Kybernetes 工程技术-计算机:控制论
CiteScore
4.90
自引率
16.00%
发文量
237
审稿时长
4.3 months
期刊介绍: Kybernetes is the official journal of the UNESCO recognized World Organisation of Systems and Cybernetics (WOSC), and The Cybernetics Society. The journal is an important forum for the exchange of knowledge and information among all those who are interested in cybernetics and systems thinking. It is devoted to improvement in the understanding of human, social, organizational, technological and sustainable aspects of society and their interdependencies. It encourages consideration of a range of theories, methodologies and approaches, and their transdisciplinary links. The spirit of the journal comes from Norbert Wiener''s understanding of cybernetics as "The Human Use of Human Beings." Hence, Kybernetes strives for examination and analysis, based on a systemic frame of reference, of burning issues of ecosystems, society, organizations, businesses and human behavior.
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