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数绿协同:研究脉络梳理与整合框架构建OA

Digital-Green Synergy:Mapping the Research Landscape and Constructing an Integrated Framework

中文摘要英文摘要

在全球"碳中和"目标推进与数字技术深度渗透的双重背景下,"数绿协同"作为数字经济与绿色发展融合的核心范式,已成为破解资源环境约束、推动经济社会低碳转型的关键路径.基于文献计量视角,运用科学知识图谱可视化分析方法,对Web of Science(2019-2025年)中554篇与CNKI(2020-2025年)数据库中723篇数绿协同相关核心文献,开展关键词共现、高频词时区划分、热点词聚类及突现词辨析等计量分析与比较研究.结论如下:①数绿协同研究的演进与全球气候治理进程、数字技术迭代周期高度耦合,且中英文研究均呈现阶段性特征——英文研究可划分为"议题萌芽期(2019-2021年)"与"高速拓展期(2022-2025年)"两个阶段,中文研究则分为"政策响应期(2020-2022年)"与"理论与实践深化期(2023-2025年)"两个阶段,后者呈现出"政策驱动—本土创新"的特色路径.②基于"前因—过程—结果(IPO)"逻辑,构建涵盖"多维驱动因素(技术—组织—环境)—数绿协同过程(数字赋能绿色—绿色牵引数字—数绿深度融合)—数绿协同结果(宏观—中观—微观)"的整合分析框架,揭示数字技术与绿色要素从"单向赋能"向"双向协同"的演化机制.③现有研究已在数绿协同效应识别、耦合协调水平测度和结果变量检验等方面积累了丰富成果,但对数绿协同形成机制和失灵条件的研究仍显不足,对产业链等多主体协同的关注不够,对场景化、动态化、多方法融合的探讨仍显不足.未来研究可进一步挖掘协同适配与失灵机制,探明多主体产业生态共演规律,并拓展新场景中的动态演化研究.本文旨在为数绿协同的理论体系完善与政策实践推进提供系统性参考.

Against the dual background of the global carbon neutrality agenda and the deep penetration of digital technologies,digital-green synergy,as a core paradigm integrating the digi-tal economy with green development,has become a key pathway for overcoming resource and en-vironmental constraints and promoting the low-carbon transformation of the economy and soci-ety.However,existing studies still lack a systematic review of the evolutionary trajectory,knowl-edge structure,and integrated framework of digital-green synergy research.From a bibliometric perspective,this study employs the visualization method of scientific knowledge mapping and takes 554 English-language articles from the Web of Science database during 2019-2025 and 723 Chinese-language core journal articles from the CNKI database during 2020-2025 as re-search samples.With the aid of Cite Space,this study conducts keyword co-occurrence analysis,high-frequency keyword time-zone analysis,hotspot clustering and burst-term identification,as well as a comparative analysis between Chinese and international studies.The results show that:First,the evolution of digital-green synergy research is highly coupled with the process of global climate governance and the iterative cycle of digital technologies.Both Chinese and international studies exhibit clear stage-based characteristics.International research can be divided into the"issue emergence stage"from 2019 to 2021 and the"rapid expansion stage"from 2022 to 2025.Its research themes have gradually shifted from basic topics such as sustainability,energy effi-ciency,and digital applications to integrated topics such as the digital economy,green innova-tion,carbon-emission performance,green total factor productivity,and spatial spillover effects.Chinese research corresponds to the"policy response stage"from 2020 to 2022 and the"theo-retical and practical deepening stage"from 2023 to 2025,showing a strong policy-driven orien-tation and local contextual features.Second,based on the input-process-output logic,this study constructs an integrated analytical framework covering multidimensional driving factors,includ-ing technology,organization and environment;the digital-green synergy process,including digi-tal empowerment of green transformation,green-driven digital transformation and deep digital-green integration;and digital-green synergy outcomes at the macro,meso and micro levels.This framework reveals the evolutionary mechanism through which digital and green elements move from one-way empowerment to two-way synergy.Third,existing research has generated abun-dant findings in effect identification,coupling coordination measurement,and outcome-variable testing,but still pays insufficient attention to the formation and failure mechanisms of synergy,multi-actor collaboration in industrial chains,and the integration of multiple research methods.Future studies can further explore synergy adaptation and failure mechanisms,the co-evolution of multi-actor industrial ecosystems,and the dynamic evolution of digital-green synergy in emerging scenarios such as digital twin cities,green computing power centers,zero-carbon in-dustrial parks,and green supply chains.This study aims to systematically clarify the research landscape of digital-green synergy,reveal the internal logic through which digitalization and green transformation evolve from one-way empowerment to two-way interaction and systemic in-tegration,and provide a systematic reference for improving the theoretical system and advancing policy practice in digital-green synergy.

侯二秀;李鑫;尹西明

内蒙古工业大学经济管理学院,内蒙古 呼和浩特 010051内蒙古工业大学经济管理学院,内蒙古 呼和浩特 010051北京理工大学管理学院,北京 100081||北京理工大学国际组织创新学院,北京 100081

管理科学

数绿协同数字化绿色化科学知识图谱文献计量低碳转型碳中和数字经济

digital-green synergydigitalizationgreenizationscientific knowledge mapbibliometricslow-carbon transformationcarbon neutralitydigital economy

《创新科技》 2026 (7)

59-78,20

国家社会科学基金面上项目"政府助推下沙产业协同创新的多中心治理机制研究"(19BGL187)内蒙古自治区自然科学基金面上项目"企业数绿协同对可持续商业模式创新的影响机理研究"(2026MS0438)内蒙古自治区社科规划项目"场景驱动下企业主导的沙产业关键核心技术攻关机理与路径研究"(2025NDB191)内蒙古自治区高等学校青年科技英才支持计划"可持续发展视角下内蒙古沙产业商业模式创新与政府治理研究"(NJYT22076).

10.19345/j.cxkj.1671-0037.2026.7.5

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