倾听:长期新冠的生活经历——心理健康与补充剂使用的社交媒体分析
LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use.
作者信息
Martin Sam, Janse Van Rensburg Maya, Le Huong Thien, Firth Charlie, Chandrasekar Abinaya, Clark Sigrún Eyrúnardóttir, Vanderslott Samantha, Vindrola-Padros Cecilia, Vera San Juan Norha
机构信息
Rapid Research, Evaluation, and Appraisal Lab (RREAL), Department of Targeted Intervention, University College London, London, United Kingdom.
Oxford Vaccine Group, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, United Kingdom.
出版信息
Front Big Data. 2025 Jun 18;8:1539724. doi: 10.3389/fdata.2025.1539724. eCollection 2025.
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.
引言
长期新冠,即新冠病毒2感染后急性后遗症(PASC),是一种复杂的病症,其特征是出现一系列持续症状,这些症状会对个人的生活质量和心理健康产生重大影响。本研究利用社交媒体内容,探讨公众对长期新冠对心理健康的影响以及使用膳食补充剂促进康复的看法。它独特地探讨了长期新冠患者在缺乏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(“在时间敏感背景下对大量定性数据进行协作和数字分析”),这是一种跨学科方法,结合了人类洞察力和数字分析软件。使用Pulsar平台收集与长期新冠、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
研究结果揭示了关键主题,包括长期新冠对心理健康、职业健康的影响以及食品补充剂的使用。对补充剂使用态度的分析突出了长期新冠患者中负面情绪和经历的普遍性。该研究还确定了对补充剂使用的循证建议和患者教育的必要性。
讨论
研究结果有助于更好地理解长期新冠的复杂性质,并为制定全面的、以患者为中心的护理策略提供信息,以满足身体和心理健康需求。