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Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering related to fear of contagion

机译:在Covid-19大流行期间梦想:梦想报告的计算评估揭示了与对蔓延的恐惧相关的精神痛苦

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摘要

The current global threat brought on by the Covid-19 pandemic has led to widespread social isolation, posing new challenges in dealing with metal suffering related to social distancing, and in quickly learning new social habits intended to prevent contagion. Neuroscience and psychology agree that dreaming helps people to cope with negative emotions and to learn from experience, but can dreaming effectively reveal mental suffering and changes in social behavior? To address this question, we applied natural language processing tools to study 239 dream reports by 67 individuals, made either before the Covid-19 outbreak or during the months of March and April, 2020, when lockdown was imposed in Brazil following the WHO's declaration of the pandemic. Pandemic dreams showed a higher proportion of anger and sadness words, and higher average semantic similarities to the terms "contamination" and "cleanness". These features seem to be associated with mental suffering linked to social isolation, as they explained 40% of the variance in the PANSS negative subscale related to socialization (p = 0.0088). These results corroborate the hypothesis that pandemic dreams reflect mental suffering, fear of contagion, and important changes in daily habits that directly impact socialization.
机译:Covid-19 Pandemic带来的目前全球威胁导致了广泛的社会孤立,在处理与社会疏散相关的金属遭受痛苦方面引起了新的挑战,并在快速学习旨在防止蔓延的新社会习惯。神经科学和心理学都同意梦想帮助人们应对负面情绪并从经验中学到,但可以梦想有效地揭示社会行为的精神痛苦和变化?为了解决这个问题,我们应用了自然语言处理工具,以便在Covid-19爆发之前或在3月份和4月20日期间,在3月和4月的几个月内进行了67个个人,在巴西宣布后扣除锁定大流行。大流行梦想表现出更高比例的愤怒和悲伤词,与“污染”和“清洁”术语的平均语义相似。这些特征似乎与与社会隔离相关的精神痛苦有关,因为它们在与社会化相关的平台负数亚电视中解释了40%的差异(P = 0.0088)。这些结果证明了大流行梦想反映了精神痛苦,恐惧意见的恐惧,以及直接影响社会化的日常习惯的重要变化。

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