听:长期COVID的生活经历:对心理健康和补充剂使用的社交媒体分析。

IF 2.4 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Frontiers in Big Data Pub Date : 2025-06-18 eCollection Date: 2025-01-01 DOI:10.3389/fdata.2025.1539724
Sam Martin, Maya Janse Van Rensburg, Huong Thien Le, Charlie Firth, Abinaya Chandrasekar, Sigrún Eyrúnardóttir Clark, Samantha Vanderslott, Cecilia Vindrola-Padros, Norha Vera San Juan
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引用次数: 0

摘要

长COVID或SARS-CoV-2感染急性后后遗症(PASC)是一种复杂的疾病,其特征是广泛的持续症状,可显著影响个人的生活质量和心理健康。本研究利用社交媒体内容,探讨了公众对长期COVID对心理健康的影响以及使用膳食补充剂进行康复的看法。它独特地解决了长COVID患者在没有公共卫生建议的情况下如何讨论补充剂的使用。方法:本研究采用LISTEN方法(“时间敏感环境下大质量数据的协作和数字分析”),这是一种结合了人类洞察力和数字分析软件的跨学科方法。使用脉冲星平台收集与长COVID、心理健康和补充剂使用相关的社交媒体数据。使用自由文本话语分析工具Infranodus和协作定性分析方法对数据进行分析。结果:调查结果揭示了关键主题,包括长期COVID对心理健康、职业健康和食品补充剂使用的影响。对补充剂使用态度的分析突出了长COVID患者中负面情绪和经历的普遍性。该研究还确定了关于补充剂使用的循证建议和患者教育的必要性。讨论:这些发现有助于更好地了解Long COVID的复杂性,并为制定全面的、以患者为中心的护理策略提供信息,以满足身心健康需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use.

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use.

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use.

LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use.

Introduction: Long COVID, or Post-Acute Sequelae of SARS-CoV-2 infection (PASC), is a complex condition characterized by a wide range of persistent symptoms that can significantly impact an individual's quality of life and mental health. This study explores public perspectives on the mental health impact of Long COVID and the use of dietary supplements for recovery, drawing on social media content. It uniquely addresses how individuals with Long COVID discuss supplement use in the absence of public health recommendations.

Methods: The study employs the LISTEN method ("Collaborative and Digital Analysis of Big Qual Data in Time Sensitive Contexts"), an interdisciplinary approach that combines human insight and digital analysis software. Social media data related to Long COVID, mental health, and supplement use were collected using the Pulsar Platform. Data were analyzed using the free-text discourse analysis tool Infranodus and collaborative qualitative analysis methods.

Results: The findings reveal key themes, including the impact of Long COVID on mental health, occupational health, and the use of food supplements. Analysis of attitudes toward supplement use highlights the prevalence of negative emotions and experiences among Long COVID patients. The study also identifies the need for evidence-based recommendations and patient education regarding supplement use.

Discussion: The findings contribute to a better understanding of the complex nature of Long COVID and inform the development of comprehensive, patient-centered care strategies addressing both physical and mental health needs.

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来源期刊
CiteScore
5.20
自引率
3.20%
发文量
122
审稿时长
13 weeks
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