信息资源管理学报 ›› 2025, Vol. 15 ›› Issue (1): 126-138.doi: 10.13365/j.jirm.2025.01.126

• 研究论文 • 上一篇    下一篇

基于ISM-MICMAC的AIGC用户中辍行为影响因素研究

谢靖1 张海2,3 是沁1   

  1. 1.南京中医药大学卫生经济管理学院,南京,210023; 
    2.嘉兴南湖学院商贸管理学院,嘉兴,314001; 
    3.南京农业大学信息管理学院,南京,210095
  • 出版日期:2025-01-26 发布日期:2025-02-19
  • 作者简介:谢靖,副教授,博士,硕士生导师,研究方向为基于智能信息技术的情报分析与评价;张海,副教授,博士研究生,研究方向为数字人文、用户信息行为;是沁(通讯作者),讲师,博士,研究方向为数字人文、健康信息行为, Email:280305@njucm.edu.cn。
  • 基金资助:
    本文系国家社会科学基金重大项目“中国古代典籍跨语言知识库构建及应用研究”(21&ZD331)、江苏省社会科学基金青年项目“多主体协同下古籍数字化价值共创模式研究”(23TQC009)、江苏高校哲学社会科学研究重大项目“中医古籍文献预训练模型构建及其应用研究”(2023SJZD084)的研究成果之一。

A Study on the Correlation Factors of Psychological Resilience and Impact on AIGC Users’ Dropout Behavior Based on ISM-MICMAC

Xie Jing1 Zhang Hai2,3 Shi Qin1   

  1. 1.School of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, 210023;
    2.School of Bussiness Management, Jiaxing Nanhu University, Jiaxing,314001; 
    3.School of Information Management, Nanjing Agricultural University, Nanjing, 210095
  • Online:2025-01-26 Published:2025-02-19
  • About author:Xie Jing, associate professor, Ph.D., master's supervisor, research interests: intelligence analysis and evaluation based on intelligent information technology; Zhang Hai, associate professor, Ph.D. candidate, research interests: digital humanities and user information behavior; Shi Qin(corresponding author), lecturer, Ph.D., research interests: digital humanities and health information behavior, Email:280305@njucm.edu.cn.
  • Supported by:
    This work is supported by the Major Project of the National Social Science Fund of China, "Research on the Construction and Application of a Cros-Language Knowledge Base for Ancient Chinese Books"(21&ZD331) ;The Youth Project of the Jiangsu Provincial Social Science Fund, "Research on the Value Co-creation Model of Ancient Books Digitization under Multi-agent Collaboration"(23TQC009);The Major Project of Philosophy and Social Science Research in Jiangsu Colleges and Universities, "Research on the Construction and Application of Pre-training Models for Ancient Chinese Medical Literature"(2023SJZD084).

摘要: 为了厘清AIGC情境下用户中辍行为的影响因素,提升AIGC用户的使用体验和持续使用行为、促进国内AIGC应用平台的高质量发展,本研究首先借鉴扎根理论研究范式,通过对访谈样本数据的编码分析提炼出AIGC用户中辍行为影响因素,其次以解释结构模型为基础探究AIGC用户中辍行为影响要素间的内在逻辑与关联路径,再次通过交叉影响矩阵相乘法研究各影响因素之间的依赖性与驱动力,以找到AIGC用户中辍行为的关键影响因素。研究结果显示,心理韧性因素、技术因素、感知风险和环境因素是影响AIGC用户中辍行为的重要因素,其中心理韧性能够有效缓解技术负担、技术风险以及信息过载等消极因素的影响,对于提升AIGC用户的持续使用行为具有重要的理论意义和实践意义。以此为基础,提出了有效化解AIGC用户中辍行为,促进AIGC用户持续使用的对策与建议。

关键词: 心理韧性, AIGC, 中辍行为, 解释结构模型, 技术韧性

Abstract: In order to clarify the influencing factors of user dropout behavior in the context of AIGC, improve the user experience and willingness to continue using AIGC, and promote the high-quality development of domestic AIGC application platforms, this study drew on the grounded theory research paradigm and extracted causal factors of AIGC user dropout behavior through coding analysis of interview sample data. Based on the interpretative structural model, the intrinsic logic and correlation paths of causal factors of AIGC user dropout behavior were explored. Furthermore, the dependencies and driving forces between individual factors were studied using the cross-impact matrix multiplication method in order to identify the key factors influencing the dropout behavior of AIGC users.The research results show that psychological resilience, technological factors, perceived risk factors,and environmental factors are important factors affecting the dropout behavior of AIGC users. At the same time, it was found that psychological resilience can effectively alleviate the negative factors such as technological burden, technological risk, and information overload, and has important theoretical and practical significance for improving the sustained use behavior of AIGC users. At last, effective measures and suggestions have been proposed to resolve the dropout behavior of AIGC users and promote their continued use.

Key words: Psychological resilience, AIGC, Dropout behavior, Interpretative structural model, Technical resilience

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