服务化对制造业企业业绩的影响:由ESG业绩调节的数字化中介效应模型
Ying Miao1, Yue Shi1, Hao Jing1
1School of Economics and Management, Shenyang Aerospace University, No. 37, Daoyi South Street, Shenbei New District, Shenyang, Liaoning, China.
Heliyon
|October 27, 2023
概括
制造业公司通过服务化和数字化来提高业绩. 数字化转型的媒介是服务化.
科学领域:
- 制造业 制造业 制造业 制造业
- 可持续的发展 可持续的发展
- 商业战略 商业战略
背景情况:
- 服务化和数字化是可持续制造业的关键趋势.
- 了解它们对环境,社会和治理 (ESG) 绩效的影响至关重要.
- 企业的异质性需要进一步调查.
研究的目的:
- 分析服务化和数字化如何提高制造业企业的ESG绩效.
- 开发一个温和的调解效应模型.
- 探索这些关系中的企业异质性.
主要方法:
- 利用了CSMAR,WIND数据库和中国国家统计局数据 (2013-2020年).
- 使用Python对来自CNINFO的企业年度报告进行网络抓取.
- 分析了1261家公司的数据,得到了9379个样本值.
主要成果:
- 服务化显著提高了制造业的性能.
- 数字化调解了服务化对业绩的积极影响.
- 企业的ESG绩效,特别是环境和社会方面,积极调节和推动数字化转型,但治理却没有.
- 环境绩效可以抑制数字化转型对整体绩效的积极影响.
- 存在区域差异:东方公司利用数字化,而中部/西部公司专注于服务化.
结论:
- 服务化和数字化对于提高制造业绩效和ESG结果至关重要.
- 数字化转型作为一个关键的调解者,由ESG因素驱动.
- 建议考虑区域特点的战略实施,以确保企业的可持续性.
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