Health Care Content and Engagement in Chronic Illness Instagram Posts: Content Analysis.

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Lindsey D Daon, Fu-Shiuan Whitney Lee, Olga Saynina, C Jason Wang
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引用次数: 0

Abstract

Background: Instagram and other social media platforms provide a unique environment for people with chronic illnesses to share experiences, but posts with higher engagement may also shape behavior. The hashtag #ChronicIllness appears in over 5 million posts, reflecting the large digital community where users seek validation, connection, and support. Frameworks such as social cognitive theory, self-presentation theory, and illness identity theory suggest that highly engaging content can shift social norms and drive behavior change via observational learning. Despite the strong theoretical basis for this behavioral impact, little is known about what chronic illness-related content is the most engaging.

Objective: The aim of this study is to identify the content of Instagram posts related to chronic illness and determine if health care content is associated with higher engagement.

Methods: This study is a mixed methods content analysis of 279 publicly available Instagram posts tagged with #chronicillness, #chronicallyill, or #spoonie. Posts were selected via convenience sampling and included if they featured original, nonvideo content. Photos, hashtags, and captions were coded for themes including location, medical equipment, health care experience, and illness identity. Quantitative metrics, such as likes, comments, and overperforming scores (a normalized metric of engagement), were extracted using CrowdTangle. Multivariate analyses assessed if health care content (posts featuring health care experiences or photos in a medical setting or with medical equipment) was associated with a higher odds of overperforming.

Results: Posts had a median of 25 (IQR 0-14,936) likes, 3 (IQR 0-525) comments, and 20 (IQR 1-31) hashtags. A total of 222 (80%) posts were created by women, and 110 (40%) were overperforming. Photo analysis (260 posts with 406 photos) showed 27 (10%) in health care settings, and 49 (19%) included medical equipment, with 10 (4%) featuring invasive devices (eg, intravenous lines and feeding tubes), which were strongly associated with higher engagement. Hashtag analysis revealed that 243 (87%) posts referenced a medical condition, most commonly chronic pain (n=101, 36%), fibromyalgia (n=56, 20%), and Ehlers-Danlos syndrome (n=38, 14%), while 57 (20%) included medical interventions. Captions reflected 4 main themes: medical experience, illness journey, connection, and nonillness experiences. In multivariate regression analysis, longer captions (odds ratio [OR] 2.44, 95% CI 1.05-5.67), health care content (OR 1.85, 95% CI 1.00-3.42), and invasive medical equipment (OR 6.19, 95% CI 1.16-32.99) were independently associated with overperforming.

Conclusions: Posts featuring health care content and invasive medical equipment were associated with significantly more engagement, suggesting that medicalized portrayals of illness may be amplified on Instagram. This visibility may offer support but also risks reinforcing illness-centered identities and overmedicalization through the influence of observational learning and identity formation. Medical professionals must be aware of these trends and promote balanced, evidence-based content. Future research should explore how social media shapes health behaviors, identity, and utilization to mitigate potential harms while preserving support.

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慢性疾病Instagram帖子中的医疗保健内容和参与度:内容分析。
背景:Instagram和其他社交媒体平台为慢性病患者提供了一个独特的环境来分享经验,但高参与度的帖子也可能塑造行为。#慢性病标签出现在500多万条帖子中,反映了用户寻求认可、联系和支持的庞大数字社区。社会认知理论、自我呈现理论和疾病认同理论等框架表明,高度吸引人的内容可以通过观察学习改变社会规范并推动行为改变。尽管这种行为影响有很强的理论基础,但人们对哪些与慢性疾病相关的内容最吸引人知之甚少。目的:本研究的目的是识别与慢性疾病相关的Instagram帖子内容,并确定医疗保健内容是否与更高的参与度相关。方法:本研究采用混合方法对279个公开可用的Instagram帖子进行内容分析,这些帖子标记为#chronicillness, #chronicallyill或#spoonie。文章是通过方便抽样的方式挑选出来的,如果它们有原创的、非视频的内容,就会被包括在内。照片、标签和说明文字被编码为主题,包括地点、医疗设备、医疗体验和疾病识别。量化指标,如点赞、评论和超额得分(一种标准化的粘性指标),都是通过CrowdTangle提取出来的。多变量分析评估了医疗保健内容(以医疗体验或医疗环境或医疗设备照片为特色的帖子)是否与较高的表现优胜率相关。结果:帖子的中位数为25 (IQR 0-14,936)个赞,3 (IQR 0-525)条评论和20 (IQR 1-31)个标签。共有222个(80%)职位由女性创造,110个(40%)职位表现优异。照片分析(260个帖子,406张照片)显示,27个(10%)在卫生保健环境中,49个(19%)包括医疗设备,其中10个(4%)具有侵入性装置(例如静脉注射管和喂食管),这与更高的参与度密切相关。标签分析显示,243个(87%)帖子提到了一种医疗状况,最常见的是慢性疼痛(n=101, 36%)、纤维肌痛(n=56, 20%)和埃尔斯-丹洛斯综合征(n=38, 14%),而57个(20%)包括医疗干预。字幕反映了4个主题:医疗经历、疾病旅程、联系和非疾病经历。在多变量回归分析中,较长的字幕(比值比[OR] 2.44, 95% CI 1.05-5.67)、医疗保健内容(比值比[OR] 1.85, 95% CI 1.00-3.42)和侵入性医疗设备(比值比[OR] 6.19, 95% CI 1.16-32.99)与超常表现独立相关。结论:以医疗保健内容和侵入性医疗设备为特色的帖子与更多的参与度相关,这表明Instagram上对疾病的医疗化描述可能会被放大。这种可见性可能提供支持,但也有可能通过观察学习和身份形成的影响加强以疾病为中心的身份和过度医疗化。医疗专业人员必须意识到这些趋势,并促进平衡,以证据为基础的内容。未来的研究应该探索社交媒体如何塑造健康行为、身份和利用,以减轻潜在的危害,同时保持支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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