【2h】

The resilience paradox

机译:悖论的弹性

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摘要

Decades of research have consistently shown that the most common outcome following potential trauma is a stable trajectory of healthy functioning, or resilience. However, attempts to predict resilience reveal a paradox: the correlates of resilient outcomes are generally so modest that it is not possible accurately identify who will be resilient to potential trauma and who not. Commonly used resilience questionnaires essentially ignore this paradox by including only a few presumably key predictors. However, these questionnaires show virtually no predictive utility. The opposite approach, capturing as many predictors as possible using multivariate modelling or machine learning, also fails to fully address the paradox. A closer examination of small effects reveals two primary reasons for these predictive failures: situational variability and the cost-benefit tradeoffs inherent in all behavioural responses. Together, these considerations indicate that behavioural adjustment to traumatic stress is an ongoing process that necessitates flexible self-regulation. To that end, recent research and theory on flexible self-regulation in the context of resilience are discussed and next steps are considered.
机译:几十年的研究一直表明,潜在的创伤后最常见的结果是健康功能或弹性的稳定轨迹。然而,预测弹性的尝试揭示了悖论:弹性结果的相关性通常如此温和,因此无法准确地识别谁将适应潜在的创伤和谁。常用的恢复力问卷基本上忽略了这种悖论,包括只有一些可能的关键预测因子。但是,这些问卷表现出几乎没有预测效用。相反的方法,使用多变量建模或机器学习尽可能多地捕获尽可能多的预测因子,也无法完全解决悖论。对小效果的仔细检查揭示了这些预测失败的两个主要原因:情境变异性和所有行为反应中固有的成本效益权衡。这些考虑表明,对创伤应力的行为调整是需要灵活的自我调节的持续过程。为此,讨论了最近的研究和柔性自我监管的理论,并考虑了下一步。

著录项

  • 期刊名称 European Journal of Psychotraumatology
  • 作者

    George A. Bonanno;

  • 作者单位
  • 年(卷),期 2021(12),1
  • 年度 2021
  • 页码 1942642
  • 总页数 8
  • 原文格式 PDF
  • 正文语种
  • 中图分类
  • 关键词

    机译:弹性;创伤;灵活性;应对;情绪;自我调节;人格;预测;机器学习;小效果;效果小;

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