信息资源管理学报 ›› 2023, Vol. 13 ›› Issue (3): 79-99.doi: 10.13365/j.jirm.2023.03.079

• 计量经济模型 • 上一篇    下一篇

EID事件情境下情绪对信息分享行为的动态影响——人格特质的调节作用

许莉薇1 韩明星2 裘江南3   

  1. 1.东北财经大学管理科学与工程学院,大连,116025; 
    2.东北林业大学计算机与控制工程学院,哈尔滨,150040;
    3.大连理工大学经济管理学院,大连,116024
  • 出版日期:2023-05-26 发布日期:2023-06-09
  • 作者简介:许莉薇,博士,副教授,研究方向为危机管理,大数据分析,机器学习等。韩明星(通讯作者),硕士生,研究方向为深度学习,Email:mingxinghan@nefu.edu.cn。裘江南,博士,教授,研究方向为大数据分析与应急管理。
  • 基金资助:
    本文系辽宁省社会科学规划基金项目“重大突发公共卫生事件网络舆情扩散机理与引导研究”(L21CXW004)的研究成果之一。

Dynamic Effects of Emotions on Information Sharing Behavior in the EID Event Contexts:The Moderating Role of Personality Traits

Xu Liwei1 Han Mingxing2 Qiu Jiangnan3   

  1. 1.School of Management Science and Engineering,Dongbei University of Finance and Economics, Dalian, 116025; 
    2.College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040;
    3.School of Economics and Management, Dalian University of Technology, Dalian, 116024
  • Online:2023-05-26 Published:2023-06-09

摘要: 本文研究聚焦重大突发公共卫生事件中的典型案例,整合情绪反馈理论、人-环境交互假说和危机管理的四阶段生命周期模型构建概念模型,采用向量自回归模型与脉冲响应函数分析EID网络舆情不同生命周期中网民人格特质对情绪与信息分享行为的动态调节作用机制。结果表明,人格特质对情绪与信息分享行为影响的动态调节影响存在差异,在萌芽期、爆发期和缓和期,高神经质对恐惧情绪与信息分享行为影响有显著的正向短期调节作用;在爆发期和缓和期,高外向性对恐惧情绪与信息分享行为影响有显著的正向短期调节作用;高开放性和高宜人性人格特质在网络舆情四个阶段也存在不同程度的调节作用,进而放大信息分享行为。

关键词: 新发传染病网络舆情, 情绪, 人格特质, 信息分享行为, 动态影响

Abstract: This paper focuses on typical cases of major public health emergencies, integrates emotion feedback theory, Person-situation Interaction hypothesis, and a four-stage life-cycle model of crisis management to construct a conceptual model, and uses a vector autoregressive model and impulse response function to analyze the dynamic mechanisms of personality traits of netizens on emotions and information sharing behavior in different life-cycles of EID online public opinion. Experimental results show that personality traits dynamically moderate the relationship between emotions and information sharing behavior. During buildup, breakout, and abatement stages, high neuroticism has a positive and short-term moderating effect on the relationship between fear and information sharing behavior. During breakout and abatement stages, high extroversion has a positive and short-term moderating effect on the relationship between fear and information sharing behavior. In each of the four stages, openness and agreeableness have different moderating effects, which would amplify information sharing behavior to varying degrees.

Key words: Public’s opinion of emerging infectious diseases, Emotions, Personality traits, Information Sharing behavior, Dynamic effects

中图分类号: