首页|基于复杂网络的产品质量对互联网消费信贷产品扩散影响

基于复杂网络的产品质量对互联网消费信贷产品扩散影响

The Impacts of Product Quality on the Diffusion of Internet Consumer Credit Products Based on Complex Networks

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为了探索产品质量对互联网消费信贷产品扩散的影响,引入网络结构调节变量因素,根据互联网消费信贷产品的特点,构建了基于产品质量的互联网消费信贷产品扩散随机阈值模型.在无标度网络仿真环境下,从扩散速度、扩散深度和扩散规模三个维度探讨产品质量如何影响互联网消费信贷产品的扩散.研究结果表明:产品质量能够对互联网消费信贷产品扩散产生显著影响.在相同网络结构环境中,产品质量越高,则互联网消费产品的扩散速度越快、扩散深度越高、扩散规模也越大,而且较高的产品质量完全可以弥补网络结构改变带来的不利因素影响.同时,在相同产品质量的条件下,改变网络规模、网络平均度也可以显著影响互联网消费信贷产品的扩散,凸显网络结构变量对于互联网消费信贷产品扩散的重要调节作用.通过对2017-2021年我国互联网消费信贷行业数据进行实证分析,有效验证了仿真结果的有效性和科学性.本文的研究不仅可以进一步丰富和完善金融产品扩散的相关理论,也可以为金融机构推广互联网消费信贷产品提供决策参考.
In order to explore the impacts of product quality on the diffusion of internet consumer credit products,network structure moderating variable factors were introduced.Based on the characteristics of internet consumer credit products,a random threshold model for internet consumer credit product diffusion was constructed based on product quality.In a scale-free network simulation environment,this study explores how product quality affects the diffusion of internet consumer credit products from three dimensions:diffusion speed,diffusion depth,and diffusion scale.The research results indicate that product quality can have a significant impact on the diffusion of internet consumer credit products.In the same network structure environment,the higher the product quality,the faster the diffusion speed,deeper the diffusion,and larger the diffusion scale of internet consumer products.Moreover,higher product quality can fully compensate for the adverse factors caused by changes in network structure.At the same time,under the same product quality conditions,changing the network size and average degree can also significantly affect the diffusion of internet consumer credit products,highlighting the important regulatory role of network structure variables on the diffusion of internet consumer credit products.Empirical analysis was conducted on the data of China's internet consumer credit industry from 2017 to 2021,effectively verifying the effectiveness and scientificity of the simulation results.The research in this paper not only enriches and improves the relevant theories of financial product diffusion,but also provides decision-making reference for financial institutions to promote internet consumer credit products.

Product QualityNetwork StructureInternet Consumer CreditProduct Diffusion

张景明、朱淑珍

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东华大学旭日工商管理学院,上海 200051

产品质量 网络结构 互联网消费信贷 产品扩散

中央高校基本科研业务费

CUSF-DH-D-2018055

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(3)