技术经济

企业数字化转型与绿色创新关系：一项基于TOE框架的元分析

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尹建华 , 高小慧

技术经济 | 教育科技人才一体化主题专栏 2025,44(11): 49-65

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技术经济 |教育科技人才一体化主题专栏 2025 , 44 (11) : 49 -65

企业数字化转型与绿色创新关系：一项基于TOE框架的元分析

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尹建华, 高小慧

作者信息

对外经济贸易大学国际商学院，北京 100029

作者简介:

尹建华（1975—），博士，对外经济贸易大学国际商学院教授，研究方向：绿色创新

高小慧（1996—），对外经济贸易大学国际商学院博士研究生，研究方向：绿色创新。

The Relationship between Digital Transformation and Green Innovation: A Meta-analysis Based on TOE Framework

Jianhua Yin, Xiaohui Gao

Affiliations

Business School, University of International Business and Economics, Beijing 100029, China

出版时间: 2025-11-25 doi: 10.12404/j.issn.1002-980X.24051419

文章导航

摘要

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数字化转型是企业获取竞争优势的重要来源，在促进企业实现绿色高质量发展方面发挥重要作用。本文基于TOE（Technology-Organization-Environment）框架，41篇实证文献，68602个独立样本中的41个效应值，应用元分析方法从技术维度、组织维度和环境维度对数字化转型与企业绿色创新之间的关系展开分析，进而探究了文化背景、行业类型、变量衡量方式及绿色导向水平在两者关系中的调节效应。结果显示：①数字化转型与企业绿色创新存在显著的正相关关系；数字化转型技术维度、组织维度和环境维度均对绿色创新存在显著正向影响。②从文化背景看，处于西方文化背景下的企业，数字化转型对绿色创新的影响更加显著；③从变量衡量方式来看，数字化转型采用主观方式衡量时，数字化转型对绿色创新的影响更为显著；④从绿色导向水平看，绿色导向水平越高的国家，数字化转型对绿色创新的提升作用更加显著；⑤在不同的行业类型中，数字化转型对绿色创新的影响不显著。研究结论丰富和细化了数字化转型与绿色创新之间关系的现有研究成果，对于未来进行纵向研究和情景化研究具有一定的启示意义，同时也为数字化转型背景下促进企业绿色创新发展提供一定的管理依据。

关键词

数字化转型 / 绿色创新 / 元分析 / TOE

Abstract

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Digital transformation serves as a key driver of competitive advantage and plays a vital role in advancing green and high-quality development. Based on the Technology-Organization-Environment (TOE) framework, a meta-analysis of 41 empirical studies (covering 68602 independent samples and 41 effect sizes) was conducted to investigate the relationship between digital transformation and corporate green innovation, focusing on the technological, organizational, and environmental dimensions. The moderating role of various contextual factors were then examined. The findings reveal digital transformation is strongly correlated with corporate green innovation. The influence of digital transformation on green innovation is not significant in different industry. Each dimension (technology, organization, and environment) exerts a significant positive influence on green innovation. Notably, digital transformation's impact on green innovation is more pronounced within firms rooted in Western cultural contexts. The relationship is stronger when digital transformation is assessed using subjective measures. Higher levels of green orientation heighten the efficacy of digital transformation in driving green innovation. It augments and refines existing literature, offering valuable insights for future vertical and contextual inquiries. Furthermore, it furnishes managerial foundations for advancing green innovation within enterprises amid the era of digital transformation.

Key words

digital transformation / green innovation / Meta-analysis / TOE framework

引用本文

尹建华, 高小慧. 企业数字化转型与绿色创新关系：一项基于TOE框架的元分析. 技术经济, 2025 , 44 (11) : 49 -65 . DOI: 10.12404/j.issn.1002-980X.24051419

Jianhua Yin, Xiaohui Gao. The Relationship between Digital Transformation and Green Innovation: A Meta-analysis Based on TOE Framework[J]. Journal of Technology Economics, 2025 , 44 (11) : 49 -65 . DOI: 10.12404/j.issn.1002-980X.24051419

基金

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国家自然科学基金面上项目“基于环境规制的重污染企业环境战略选择及其协同演化研究”(71874029)
国家自然科学基金面上项目“基于嵌入性视角的我国居民可持续消费行为的社会化养成理论与实证研究”(72074046)
中央高校基本科研业务费专项资金“双重锁定下数字技术赋能现代制造业新质生产力涌现的机制和路径研究”(24XZ02)

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2025年第44卷第11期

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doi: 10.12404/j.issn.1002-980X.24051419

接收时间：2024-05-14
首发时间：2026-10-27
出版时间：2025-11-25

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收稿日期：2024-05-14

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国家自然科学基金面上项目“基于环境规制的重污染企业环境战略选择及其协同演化研究”(71874029)

国家自然科学基金面上项目“基于嵌入性视角的我国居民可持续消费行为的社会化养成理论与实证研究”(72074046)

中央高校基本科研业务费专项资金“双重锁定下数字技术赋能现代制造业新质生产力涌现的机制和路径研究”(24XZ02)

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对外经济贸易大学国际商学院，北京 100029

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2种不同金属材料的力学参数

科 Family	属数 Number of genus	种数 Number of species	占总种数比例 Percentage of total species (%)	属 Genus	种数 Number of species	占总种数比例 Percentage of total species (%)
鹅膏菌科Amanitaceae	2	11	5.26	鹅膏菌属 Amanita	10	4.78
小菇科 Mycenaceae	2	12	5.74	丝盖伞属 Inocybe	5	2.39
多孔菌科 Polyporaceae	8	14	6.70	蜡蘑属 Laccaria	5	2.39
红菇科 Russulaceae	3	23	11.00	小皮伞属 Marasmius	6	2.87
				小菇属 Mycena	11	5.26
				光柄菇属 Pluteus	5	2.39
				红菇属 Russula	17	8.13
				栓菌属 Trametes	5	2.39

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