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衰老与新冠疫情的隐性污名:加重因素及减轻疫情对老年人影响的策略,一项文本挖掘分析

The hidden stigma of aging and COVID-19: aggravating factors and strategies to mitigate the impact of the pandemic in older adults, a text mining analysis.

作者信息

Borelli Wyllians Vendramini, Xavier Laura de Lima, Ornell Felipe, Schuch Jaqueline Bohrer, Von Diemen Lisia

机构信息

Neurology Service, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.

Department of Otolaryngology Head and Neck Surgery, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA.

出版信息

Aging Ment Health. 2022 May;26(5):881-889. doi: 10.1080/13607863.2021.1910793. Epub 2021 May 5.

Abstract

OBJECTIVE

To identify factors associated with mental health of older adults during the pandemic and to provide strategies to mitigate their psychosocial impact in the elderly.

METHOD

An integrative text mining analysis in Medline was performed to identify studies on the mental health of older adults during the pandemic. Subsequently, statistical topic modeling was performed to identify the most prevalent terms and topics discussed in included studies.

RESULTS

A total of 29 studies were retrieved until July 1st 2020, including a majority of letters (12 studies) and commentaries (8 studies). The most frequent terms overall were: loneliness ( = 137), support ( = 132), home ( = 102), suicide ( = 96) and help ( = 94). The most prevalent terms were then divided in five topics: home (33%), suicide (32%), apps (15%), loneliness (12%) and physical activity (9%). Additionally, a section focused on low- and middle-income countries was included. A summary of strategies to mitigate the effects of pandemic in mental health of older adults was also provided.

CONCLUSION

These factors demonstrate the importance of developing strategies for psychosocial support that take into consideration the particularities of the elderly. Different levels of care are immediately necessary to diminish the devastating impact of the pandemic in the mental health of older adults.

摘要

目的

确定疫情期间与老年人心理健康相关的因素,并提供减轻疫情对老年人心理社会影响的策略。

方法

在Medline中进行综合文本挖掘分析,以识别关于疫情期间老年人心理健康的研究。随后,进行统计主题建模,以识别纳入研究中讨论的最常见术语和主题。

结果

截至2020年7月1日,共检索到29项研究,其中大部分是信函(12项研究)和评论(8项研究)。总体上最常见的术语是:孤独(=137)、支持(=132)、家庭(=102)、自杀(=96)和帮助(=94)。最常见的术语随后被分为五个主题:家庭(33%)、自杀(32%)、应用程序(15%)、孤独(12%)和体育活动(9%)。此外,还包括一个关注低收入和中等收入国家的部分。还提供了减轻疫情对老年人心理健康影响的策略总结。

结论

这些因素表明,制定考虑到老年人特殊性的心理社会支持策略非常重要。立即需要不同层次的护理,以减少疫情对老年人心理健康的毁灭性影响。

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