Perceptions of Hospital Care for Persons With Dementia During the COVID-19 Pandemic: A Social Media Sentiment Analysis.

IF 4.6 2区 医学 Q1 GERONTOLOGY
Alixe Ménard, Tracey O'Sullivan, Michael Mulvey, Christopher Belanger, Sarah Fraser
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Abstract

Background and objectives: The coronavirus disease 2019 (COVID-19) pandemic led to many hospital service disruptions and strict visitor restrictions that affected care of older adult populations. This study investigates perceptions of hospital care for persons with dementia during the COVID-19 pandemic as shared on Reddit's social media platform.

Research design and methods: This study combined an Opinion Mining Framework with linguistic processing to conduct a sentiment analysis of word clusters and care-based content in a sample of 1,205 posts shared between February 2020 and March 2023 in Reddit's English-language corpus. Data were classified based on reoccurring contiguous sequences of 2 words from our text sample.

Results: Hospital dementia care discourse on Reddit advanced 4 negative sentiment themes: (1) fear of poor medication management, hydration, and hygiene, (2) loss of patient advocacy, (3) precipitation of advance directive discussions, and (4) delayed discharge and loss of nursing home bed. One positive sentiment theme also emerged: gratitude toward hospital staff.

Discussion and implications: Negative sentiment Reddit posts constituted a larger share of the posts than positive posts regarding hospital care for persons with dementia. People who posted about their experiences shared their concerns about hospital care deficiencies and the importance of including informal caregivers in hospital settings, particularly in the context of a pandemic. Implications exist for dementia training, improved quality of care, advance care planning, and transitions in care policies.

新冠肺炎大流行期间对痴呆症患者医院护理的认知:社交媒体情绪分析。
背景和目标:新冠肺炎大流行导致许多医院服务中断和严格的访客限制,影响了老年人的护理。这项研究调查了新冠肺炎大流行期间对痴呆症患者医院护理的看法,并在Reddit的社交媒体平台上分享。研究设计和方法:本研究将意见挖掘框架与语言处理相结合,对Reddit英语语料库中2020年2月至2023年3月期间分享的1205篇帖子样本中的词簇和基于关怀的内容进行情感分析。根据我们文本样本中两个单词的重复出现的连续序列对数据进行分类。结果:Reddit上的医院痴呆症护理讨论提出了四个负面情绪主题:(1)对药物管理、水合作用和卫生不良的恐惧,(2)缺乏患者宣传,(3)预先指导讨论的沉淀,以及(4)延迟出院和失去疗养院床位。一个积极的情感主题也出现了:感谢医院工作人员。讨论和含义:在关于痴呆症患者医院护理的帖子中,负面情绪Reddit帖子所占比例高于正面帖子。发布自己经历的人分享了他们对医院护理不足的担忧,以及在医院环境中包括非正式护理人员的重要性,特别是在疫情背景下。这对痴呆症培训、提高护理质量、提前护理规划和护理政策转变都有影响。
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来源期刊
Gerontologist
Gerontologist GERONTOLOGY-
CiteScore
11.00
自引率
8.80%
发文量
171
期刊介绍: The Gerontologist, published since 1961, is a bimonthly journal of The Gerontological Society of America that provides a multidisciplinary perspective on human aging by publishing research and analysis on applied social issues. It informs the broad community of disciplines and professions involved in understanding the aging process and providing care to older people. Articles should include a conceptual framework and testable hypotheses. Implications for policy or practice should be highlighted. The Gerontologist publishes quantitative and qualitative research and encourages manuscript submissions of various types including: research articles, intervention research, review articles, measurement articles, forums, and brief reports. Book and media reviews, International Spotlights, and award-winning lectures are commissioned by the editors.
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