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意大利医护人员中的新冠病毒疾病症状与心理健康结果:一项潜在类别分析

COVID-19 Symptoms and Mental Health Outcomes among Italian Healthcare Workers: A Latent Class Analysis.

作者信息

Foti Giulia, Merlo Luca, Finstad Georgia Libera, Giorgi Gabriele

机构信息

Department of Human Sciences, European University of Rome, 00163 Rome, Italy.

出版信息

Healthcare (Basel). 2024 Jul 15;12(14):1403. doi: 10.3390/healthcare12141403.

DOI:10.3390/healthcare12141403
PMID:39057546
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11275353/
Abstract

The COVID-19 pandemic has led to long-lasting consequences for workers leading to what has been termed a "psychological pandemic". Some categories, such as healthcare workers (HCWs), are considered high risk due to factors such as increased exposure and stressful working conditions. In this study, we investigate whether levels of posttraumatic stress symptoms and COVID-19-related fear (IES-6 and PSI-4) are associated with illness severity in a sample of 318 infected HCWs in Italy. To investigate the presence of different profiles of COVID-19 severity, Latent Class Analysis (LCA) was performed based on 11 symptoms. Differences in the IES-6 and PSI-4 scores across the latent classes were compared using the non-parametric Kruskal-Wallis (KW) test with Dunn's multiple comparison post hoc testing. Our analyses show that the LCA identified three classes of symptoms, reflecting no/low, mild and severe symptoms. The classes include vomiting, confusion, conjunctivitis, diarrhea, dyspnea, headache, ageusia, fever, anosmia, osteo muscle articular pain and asthenia. We found that HCWs who experienced more intense symptoms reported significantly higher IES-6 and PSI-4 scores. Moreover, we found gender-related differences in IES-6 and PSI-4 scores as females exhibited higher levels than males. Indeed, these findings are useful for developing health prevention and emergency management programs.

摘要

新冠疫情给劳动者带来了持久影响,引发了所谓的“心理大流行”。一些职业类别,如医护人员,由于接触风险增加和工作条件压力大等因素,被视为高风险职业。在本研究中,我们调查了318名意大利感染医护人员样本中创伤后应激症状水平和与新冠相关的恐惧(IES - 6和PSI - 4)是否与疾病严重程度相关。为了研究新冠严重程度不同特征的存在情况,基于11种症状进行了潜在类别分析(LCA)。使用非参数Kruskal - Wallis(KW)检验及Dunn多重比较事后检验,比较了潜在类别间IES - 6和PSI - 4得分的差异。我们的分析表明,LCA识别出三类症状,分别反映无/低、轻度和重度症状。这些症状包括呕吐、意识模糊、结膜炎、腹泻、呼吸困难、头痛、味觉丧失、发热、嗅觉丧失、骨肌肉关节疼痛和乏力。我们发现,经历更强烈症状的医护人员报告的IES - 6和PSI - 4得分显著更高。此外,我们发现IES - 6和PSI - 4得分存在性别差异,女性得分高于男性。事实上,这些发现对于制定健康预防和应急管理计划很有用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/31d3d7641637/healthcare-12-01403-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/5362e2dfce59/healthcare-12-01403-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/f9d63850f1d1/healthcare-12-01403-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/31d3d7641637/healthcare-12-01403-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/5362e2dfce59/healthcare-12-01403-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/f9d63850f1d1/healthcare-12-01403-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80a1/11275353/31d3d7641637/healthcare-12-01403-g003.jpg

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本文引用的文献

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Burnout Profiles Among Young Researchers: A Latent Profile Analysis.
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Latent class analysis of COVID-19 experiences, social distancing, and mental health.COVID-19 经历、社交距离和心理健康的潜在类别分析。
Am J Orthopsychiatry. 2022;92(1):121-132. doi: 10.1037/ort0000593. Epub 2021 Dec 16.
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