智能制造提升了企业投资效率吗?
DOI:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:


Can intelligent manufacturing empower corporate investment efficiency?
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    全球智能化浪潮下,智能制造成为中国制造业从“制造”走向“智造”的必经之路.本文将中国智能制造试点示范项目的推广视为一项准自然实验,采用PSM-DID方法考察智能制造对企业投资效率的因果关系.基准结果显示,智能制造的实施显著提升了企业投资效率,该结论在一系列稳健性检验后依然成立.机制分析发现,智能制造重塑了企业的内外部信息环境,通过提升内部信息获取能力与吸引外部关注实现对企业投资效率的双向赋能.异质性分析发现,在非国有企业、员工知识水平较高、行业竞争程度较弱的企业以及数字经济发展相对落后、法治环境相对完善地区的企业中,智能制造提升企业投资效率的效果更为明显.进一步研究发现,智能制造对企业投资效率的提升作用更多体现为纠正企业的过度投资行为,而并未对投资不足产生显著影响;且并不局限于物资资本投资领域,智能制造亦会对企业劳动资本投资效率产生正向影响.本文以企业实际运营效应为主线,将投资效率作为切入点评估了智能制造的微观效果,为企业实施智能制造并提升企业投资效率提供了有益参考.

    Abstract:

    Under the global wave of intelligence, intelligent manufacturing has become the only way for China’s manufacturing industry to transition from “manufacturing” to “intelligent manufacturing”. Taking the promotion of China’s intelligent manufacturing demonstration project as a quasinatural experiment, this paper uses a PSMDID approach to identify the casual effect of intelligent manufacturing on corporate investment efficiency and to examine its underlying mechanisms. The results show that the implementation of intelligent manufacturing significantly improves corporate investment efficiency, and this finding remains robust after a series of robustness tests. Mechanism analysis reveals that smart manufacturing reshapes the internal and external information environments of firms, enabling a twoway empowerment of firms’investment efficiency by improving internal information acquisition and attracting external attention. In addition, heterogeneity analysis shows that the positive effect of intelligent manufacturing on corporate investment efficiency is more obvious in nonstateowned enterprises, enterprises with higher employee knowledge, enterprises with weaker industry competition degree, during nondeclining period, and in regions with lower levels of digital economy development and better legal environment. Further research shows that intelligent manufacturing inhibits the overinvestment behavior of enterprises but has no obvious effect on underinvestment. Moreover, intelligent manufacturing will also have a positive impact on the labor capital investment efficiency of enterprises. This paper takes corporate investment efficiency as the breakthrough point to evaluate the microlevel effects of intelligent manufacturing, providing a useful reference for enterprises to implement intelligent manufacturing and improve investment efficiency.

    参考文献
    相似文献
    引证文献
引用本文

陶云清,黄卓,刘兆达,叶永卫.智能制造提升了企业投资效率吗?[J].管理科学学报,2026,(1):91~112

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-03-10
  • 出版日期:
您是第位访问者
管理科学学报 ® 2026 版权所有
通讯地址:天津市南开区卫津路92号天津大学第25教学楼A座908室 邮编:300072
联系电话/传真:022-27403197 电子信箱:jmsc@tju.edu.cn