与照顾阿尔茨海默病及相关痴呆症老年患者有关的社交媒体话语:计算与定性研究

IF 5 Q1 GERIATRICS & GERONTOLOGY JMIR Aging Pub Date : 2024-06-19 DOI:10.2196/59294
Andrew C Pickett, Danny Valdez, Kelsey L Sinclair, Wesley J Kochell, Boone Fowler, Nicole E Werner
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引用次数: 0

摘要

背景:在美国,阿尔茨海默病和阿尔茨海默病相关痴呆症(AD/ADRD)患者的护理者每年提供 160 亿小时的无偿护理。这些照顾者承受着与提供护理相关的巨大压力和负担。社交媒体是个人寻求各种形式支持的新兴空间:我们旨在探索社交媒体网站 Reddit 上与注意力缺失/注意力缺失性障碍相关的主要话题。然后,我们将深入探讨这些话题,特别是研究用户讨论的社会支持和行为症状等要素:我们首先从两个痴呆症专用子 Reddit 论坛(r/Alzheimers 和 r/dementia)的 6563 篇帖子中生成了一个无监督主题模型。然后,我们对这些数据的随机子集进行了人工定性内容分析,以进一步探索语料库中的突出主题:总体一致性得分最高(0.38)的主题模型包括 10 个主题,其中包括照顾者负担、焦虑、寻求支持和 AD/ADRD 行为症状。定性分析提供了更多的背景信息,用户在护理体验的许多方面寻求情感和信息支持,包括在做出关键护理相关决策时寻求帮助。用户在 Reddit 上表达了具有挑战性的复杂情绪,而这些情绪在当面表达时可能是禁忌:结论:Reddit 用户在互联网上寻求多种不同形式的支持,包括情感支持和具体的信息支持。作为护理体验的一部分,用户表达了各种担忧、挑战和需要处理的行为症状。论坛的独特性(即匿名性和审核性)为用户提供了一个表达情感的安全空间,使其免受照顾者污名化的影响。我们需要更多的支持结构来帮助注意力缺失患者/注意力缺陷患者的照顾者。
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Social Media Discourse Related to Caregiving for Older Adults Living With Alzheimer Disease and Related Dementias: Computational and Qualitative Study.

Background: In the United States, caregivers of people living with Alzheimer disease and Alzheimer disease-related dementias (AD/ADRD) provide >16 billion hours of unpaid care annually. These caregivers experience high levels of stress and burden related to the challenges associated with providing care. Social media is an emerging space for individuals to seek various forms of support.

Objective: We aimed to explore the primary topics of conversation on the social media site Reddit related to AD/ADRD. We then aimed to explore these topics in depth, specifically examining elements of social support and behavioral symptomology discussed by users.

Methods: We first generated an unsupervised topic model from 6563 posts made to 2 dementia-specific subreddit forums (r/Alzheimers and r/dementia). Then, we conducted a manual qualitative content analysis of a random subset of these data to further explore salient themes in the corpus.

Results: The topic model with the highest overall coherence score (0.38) included 10 topics, including caregiver burden, anxiety, support-seeking, and AD/ADRD behavioral symptomology. Qualitative analyses provided added context, wherein users sought emotional and informational support for many aspects of the care experience, including assistance in making key care-related decisions. Users expressed challenging and complex emotions on Reddit, which may be taboo to express in person.

Conclusions: Reddit users seek many different forms of support, including emotional and specific informational support, from others on the internet. Users expressed a variety of concerns, challenges, and behavioral symptoms to manage as part of the care experience. The unique (ie, anonymous and moderated) nature of the forum allowed for a safe space to express emotions free from documented caregiver stigma. Additional support structures are needed to assist caregivers of people living with AD/ADRD.

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来源期刊
JMIR Aging
JMIR Aging Social Sciences-Health (social science)
CiteScore
6.50
自引率
4.10%
发文量
71
审稿时长
12 weeks
期刊最新文献
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