Computational Communication Collaboratory, School of Journalism and Communication, Nanjing University, Nanjing, 210023, China.
Appl Psychol Health Well Being. 2023 Nov;15(4):1372-1390. doi: 10.1111/aphw.12442. Epub 2023 Mar 7.
Posttraumatic growth (PTG) following traumatic events is a dynamic and transformational process. However, its dynamic structure is currently unknown. The study aimed to estimate the dynamic structure of PTG at the nuance level based on PTG measurement items using network analysis. A three-wave longitudinal study was conducted from July 20, 2021, to January 30, 2022, among the victims experiencing the 2021 Henan floods. The final sample (n = 297) completed reports of PTG after 0, 3, and 6 months of the disaster. We employed the graphical vector autoregressive model approach to estimate extended network models. Contemporaneous network results revealed strong positive associations between domains of PTG in the same measurement window, especially between new possibilities and personal strength. Moreover, temporal network results-the internal interplays among PTG items across measurement windows-revealed that the domain of relating to others plays a central role in the dynamics of PTG. Although other domains predicted an increase in relating to others, relating to others inhibited the development of other domains, especially new possibilities and personal strength. Our study identifies the culture-specific process of PTG and provides empirical evidence on the explanatory models of PTG and the Janus-Face model of PTG.
创伤后成长(PTG)是创伤事件后的一种动态和变革过程。然而,其动态结构目前尚不清楚。本研究旨在使用网络分析基于 PTG 测量项目来估计 PTG 的细微差别水平的动态结构。一项为期三个波次的纵向研究于 2021 年 7 月 20 日至 2022 年 1 月 30 日在经历 2021 年河南洪水的受害者中进行。最终样本(n=297)在灾难发生后 0、3 和 6 个月完成了 PTG 的报告。我们采用图形向量自回归模型方法来估计扩展网络模型。同期网络结果显示,同一测量窗口内 PTG 领域之间存在强烈的正相关,尤其是新可能性和个人力量之间。此外,时间网络结果——测量窗口之间 PTG 项目之间的内部相互作用——表明与他人相关的领域在 PTG 的动态中起着核心作用。虽然其他领域预测与他人的关系会增加,但与他人的关系会抑制其他领域的发展,尤其是新的可能性和个人力量。本研究确定了特定文化的 PTG 过程,并提供了关于 PTG 的解释模型和 PTG 的两面神模型的经验证据。