基于SEM-SD模型的数字创意产业创新生态系统价值共创机制仿真研究

Simulation Study on Value Cocreation Mechanism of Digital Creative Industry Innovation Ecosystem Based on SEM-SD Model

IEEE Transactions on Engineering Management · 2024
被引 4
ABS 3

中文导读

本文用SEM-SD模型分析数字创意产业创新生态系统的静态与动态特征,发现政府协调和知识应用能力对创新价值产出影响大,人均消费是价值创新的首要驱动力。

Abstract

The digital creative industry, though mature, faces challenges such as dependence on input factors, weak enterprise connections, and low innovation efficiency. The use of SEM-SD model can analyze the static and dynamic characteristics in the innovation ecosystem, which helps to improve the innovation capacity of the digital creative industry. This article employs Structural Equation Modeling (SEM) to examine how various factors within the digital creative industry influence the generation of value innovation output. Weibull distribution has been used to characterize the random statistical relationship between digital creative industry associations and capital. The characterization was used to derive a quantitative relationship between these associations and digital creative capital. Additionally, integrating non-linear optimal control principles within the digital creative industry economy, the article constructs a theoretical model for value co-creation within the innovation ecosystem of the digital creative industry. Building upon this framework, a System Dynamics (SD) model of the value co-creation system within the digital creative industry innovation ecosystem was developed. The findings of the study highlight the pivotal role of governmental coordination within the digital creative industry, significantly impacting innovation value output. Following closely is the importance of knowledge application ability, while knowledge spillover demonstrates the least influence. Moreover, within the digital creative industry economy, per capita consumption emerges as the primary driver of value innovation output, outshining both per capita digital creative capital and per capita material capital by a significant margin. These findings establish an important theoretical foundation for propelling the innovative progress of the digital creative industry.

数字创意产业创新生态系统价值共创结构方程模型系统动力学