首页|网络嵌入对创新生态系统数字化转型的影响——基于数字技术扩散视角

网络嵌入对创新生态系统数字化转型的影响——基于数字技术扩散视角

The Impacts of Network Embedding on the Digital Transformation of Innovation Ecosystem—Based on a Digital Technology Diffusion Perspective

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创新生态系统数字化转型是创新3.0时代企业突破创新瓶颈的有效途径.本文为探索创新生态系统数字化转型的内在逻辑,构建了以阈值机制为核心的多智能体扩散模型,在无标度网络仿真情境下,深入揭示了数字技术不同的网络嵌入方式与创新生态系统数字化转型深度、速度及起飞时间之间的影响关系.研究发现:基于数字技术扩散视角,创新生态系统数字化转型过程整体呈现S形曲线发展模式;结构嵌入通过社团结构的信息锁定效应等作用创新生态系统数字化转型,两者的影响关系具有阶段性特征;关系嵌入通过意见领袖效应等作用创新生态系统数字化转型,两者的影响关系具有涨落特征.根据研究结果,提出协调核心价值主张形成、明晰转型各要素适配关系及实施数字化转型试点工程等建议.
Digital transformation of innovation ecosystem is an effective way for enterprises to break through the bottleneck of innovation in the innovation 3.0 era.In order to explore the intrinsic logic of digital transformation of innovation ecosystem,this paper constructs a multi-intelligence body diffusion model with the threshold mechanism as the core,and reveals the influence relationship between different network embedding methods of digital technology and the depth,speed and take-off time of digital transformation of innovation ecosystem in the context of scale-free network simulation.The study finds that:based on the perspective of digital technology diffusion,the digital transformation process of innovation ecosystem shows an S-curve development pattern as a whole;structural embedding acts on the digital transformation of innovation ecosystem through the information locking effect of the association structure,and the relationship between the two influences has a stage characteristic;relational embedding acts on the digital transformation of innovation ecosystem through the opinion leader effect,and the relationship between the two influences has a rise and fall characteristic.Based on the results of the study,recommendations are put forward to coordinate the formation of core value propositions,clarify the adaptive relationship between various elements of transformation and implement digital transformation pilot projects.

Network EmbeddingDigital Transformation of Innovation EcosystemsDigital Technology DiffusionSimulation Analysis

王展昭、李梦月、关玉洁

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河南理工大学工商管理学院,河南焦作 454000

河南理工大学太行发展研究院,河南焦作 454000

河北工业大学经济管理学院,天津 300132

网络嵌入 创新生态系统数字化转型 数字技术扩散 仿真分析

2024

系统工程
湖南省系统工程与管理学会

系统工程

CSTPCD北大核心
影响因子:0.721
ISSN:1001-4098
年,卷(期):2024.42(6)