A longitudinal investigation of mental health outcomes after the Henan floods in China: Examining predictors of resilience trajectories.

IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY
PsyCh journal Pub Date : 2024-06-07 DOI:10.1002/pchj.781
Xiaodi Liu, Mohan Bao, Xi Wang, Guangyu Zhou
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Abstract

A heavy rainstorm struck Henan, China, in July 2021. Previous studies have indicated that natural disasters have a wide range of psychological sequelae, but little research has been done on the psychological effects of floods specifically. This study aimed to track the mental health trajectories of flood victims over time and identify associated protective and risk factors. People living in the areas most impacted by the flood (N = 376) were surveyed at four different time points: 3 weeks, 1 month, 2 months, and 3 months post-flood. Latent growth mixture modeling was utilized to delineate longitudinal patterns of depression, anxiety, and posttraumatic stress disorder (PTSD). Least absolute shrinkage and selection operator logistic regression, a supervised machine-learning approach, was employed to discern predictors among 49 assessed variables at both contextual and personal levels. Results revealed three classes of PTSD (resilience, recovery, moderate symptoms) and anxiety (resilience, chronicity, recovery) trajectories, along with two classes of depression trajectories (resilience, chronicity). Key factors predicting resilience in mental health included personality traits, media consumption habits, pre-existing health conditions at the individual level, and asset loss and ongoing adversities at the contextual level. In spite of the widespread impact of the flood, most victims displayed resilience in the face of adversity. Identifying critical factors across various psychological symptoms offers valuable insights for both pre-disaster preparation and post-disaster trans-diagnostic psychological interventions.

中国河南洪灾后心理健康结果的纵向调查:研究抗灾能力轨迹的预测因素。
2021 年 7 月,一场暴雨袭击了中国河南。以往的研究表明,自然灾害会产生各种心理后遗症,但专门针对洪灾心理影响的研究却很少。本研究旨在追踪洪水灾民长期以来的心理健康轨迹,并找出相关的保护因素和风险因素。研究人员在四个不同的时间点对生活在受洪水影响最严重地区的居民(N = 376)进行了调查:洪灾后 3 周、1 个月、2 个月和 3 个月。采用潜增长混合模型来描述抑郁、焦虑和创伤后应激障碍(PTSD)的纵向模式。采用最小绝对收缩和选择算子逻辑回归(一种有监督的机器学习方法)从环境和个人两个层面对 49 个评估变量进行预测。结果显示了创伤后应激障碍(复原力、恢复、中度症状)和焦虑(复原力、慢性、恢复)的三类轨迹,以及抑郁症的两类轨迹(复原力、慢性)。预测心理健康复原力的关键因素包括个性特征、媒体消费习惯、个人层面原有的健康状况,以及环境层面的资产损失和持续逆境。尽管洪灾影响广泛,但大多数灾民在逆境中表现出了抗灾能力。识别各种心理症状的关键因素为灾前准备和灾后跨诊断心理干预提供了宝贵的见解。
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来源期刊
PsyCh journal
PsyCh journal PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
12.50%
发文量
109
期刊介绍: PsyCh Journal, China''s first international psychology journal, publishes peer‑reviewed research articles, research reports and integrated research reviews spanning the entire spectrum of scientific psychology and its applications. PsyCh Journal is the flagship journal of the Institute of Psychology, Chinese Academy of Sciences – the only national psychology research institute in China – and reflects the high research standards of the nation. Launched in 2012, PsyCh Journal is devoted to the publication of advanced research exploring basic mechanisms of the human mind and behavior, and delivering scientific knowledge to enhance understanding of culture and society. Towards that broader goal, the Journal will provide a forum for academic exchange and a “knowledge bridge” between China and the World by showcasing high-quality, cutting-edge research related to the science and practice of psychology both within and outside of China. PsyCh Journal features original articles of both empirical and theoretical research in scientific psychology and interdisciplinary sciences, across all levels, from molecular, cellular and system, to individual, group and society. The Journal also publishes evaluative and integrative review papers on any significant research contribution in any area of scientific psychology
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