School of Business Administration, Chongqing Technology and Business University, Chongqing, China.
School of Management, Chongqing University of Technology, Chongqing, China.
PLoS One. 2023 Oct 26;18(10):e0287819. doi: 10.1371/journal.pone.0287819. eCollection 2023.
Enhancing the level of coupling coordination between the digital economy (DIE) and carbon emission efficiency (CEE) is not only an inevitable choice for achieving the goals of energy conservation and emission reduction and promoting green development in China, but also a key path to implementing China's "Double Carbon" strategy. Based on the relevant statistical data of 30 provincial-level regions in China from the period covering 2011 to 2019, this paper empirically analyzed the coupling coordination between the DIE and CEE and its influencing factors. In this study, an improved coupling coordination degree (CCD) model was used to evaluate the degree of the coupling and coordinated development of the DIE and CEE in provincial regions of China. Finally, based on the Technology-Organization-Environment (TOE) framework, a fuzzy-set qualitative comparative analysis (fsQCA) method was employed to identify the realization path of the coupling and coordinated development of the DIE and CEE from the perspective of configuration. The results demonstrated that the coupling coordination between the DIE and CCE in China demonstrated a gradual upward trend, and exhibited regional differences, showing a decreasing trend of east > middle > west. Regarding the influencing factors, no single influencing factor could act as a necessary condition for the high CCD, the coupling and coordinated development of the DIE and CEE is a multifactorial synergy. There were five paths for the high degree of coupling coordination between the DIE and CEE, which were divided into three types: organization-environment-led type, environment-led type, and technology-organization-led type. Furthermore, technological innovation level and industrial structure could substitute for one another in some conditions, and environmental regulation and economic development level were synchronized. These conclusions provide a theoretical basis for countries to formulate policies to promote the coupling and coordinated development of their DIE and CEE.
提升数字经济(DIE)与碳排效率(CEE)的耦合协调水平,不仅是中国实现节能减排目标、推动绿色发展的必然选择,也是实施中国“双碳”战略的关键路径。本文基于中国 2011-2019 年 30 个省级行政区的相关统计数据,实证分析了 DIE 与 CEE 的耦合协调及其影响因素。采用改进的耦合协调度(CCD)模型评价中国省级区域 DIE 与 CEE 的耦合协调程度。最后,基于技术-组织-环境(TOE)框架,采用模糊集定性比较分析(fsQCA)方法,从组态视角识别 DIE 与 CEE 耦合协调发展的实现路径。结果表明:中国 DIE 与 CCE 的耦合协调程度呈逐步上升趋势,存在区域差异,表现为东>中>西递减。影响因素方面,没有单一因素可以作为高 CCD 的必要条件,DIE 与 CEE 的耦合协调发展是多因素协同作用的结果。存在 5 条 DIE 与 CEE 高度耦合协调的实现路径,分为组织-环境主导型、环境主导型和技术-组织主导型三种类型。此外,在某些条件下,技术创新水平和产业结构可以相互替代,环境规制与经济发展水平同步。这些结论为各国制定促进 DIE 与 CEE 耦合协调发展的政策提供了理论依据。