Zhi Nan, Zhang Yongtian, Cao Wenwei, Xiao Jinwen, Li Jianping, Li Haixia, Xie Xinyi, Ren Rujing, Geng Jieli, Wang Gang
Department of Neurology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Department of China Drug Development, Lundbeck (Beijing) Pharmaceutical Consulting Co, Beijing, China.
Gen Psychiatr. 2025 Feb 25;38(1):e101794. doi: 10.1136/gpsych-2024-101794. eCollection 2025.
Social media listening is a new approach for gathering insights from social media platforms about users' experiences. This approach has not been applied to analyse discussions about Alzheimer's disease (AD) in China.
We aimed to leverage multisource Chinese data to gain deeper insights into the current state of the daily management of Chinese patients with AD and the burdens faced by their caregivers.
We searched nine mainstream public online platforms in China from September 2010 to March 2024. Natural language processing tools were used to identify patients and caregivers, and categorise patients by disease stage for further analysis. We analysed the current state of patient daily management, including diagnosis and treatment, choice of treatment scenarios, patient safety and caregiver concerns.
A total of 1211 patients with AD (66% female, 82% aged 60-90) and 756 caregivers for patients with AD were identified from 107 556 online sources. Most patients were derived from online consultation platforms (43%), followed by bulletin board system platforms (24%). Among the patients categorised into specific disease stages (n=382), 42% were in the moderate stage. The most frequent diagnostic tools included medical history (97%) and symptoms (84%). Treatment options for patients with AD primarily included cholinesterase inhibitors, N-methyl-D-aspartate receptor antagonists and antipsychotics. Both quantitative and qualitative analysis of patients who experienced wandering (n=92) indicated a higher incidence of wandering during the moderate stage of the disease. Most caregivers were family members, with their primary concerns focusing on disease management and treatment (90%), followed by daily life care (37%) and psychosocial support (25%).
Online platform data provide a broad spectrum of real-world insights into individuals affected by AD in China. This study enhances our understanding of the experiences of patients with AD and their caregivers, providing guidance for developing personalised interventions, providing advice for caregivers and improving care for patients with AD.
社交媒体倾听是一种从社交媒体平台收集用户体验见解的新方法。这种方法尚未应用于分析中国关于阿尔茨海默病(AD)的讨论。
我们旨在利用多源中文数据,更深入地了解中国AD患者日常管理的现状及其照顾者所面临的负担。
我们在2010年9月至2024年3月期间搜索了中国九个主流公共在线平台。使用自然语言处理工具识别患者和照顾者,并根据疾病阶段对患者进行分类以进行进一步分析。我们分析了患者日常管理的现状,包括诊断与治疗、治疗方案选择、患者安全以及照顾者的担忧。
从107556个在线来源中识别出1211名AD患者(66%为女性,82%年龄在60 - 90岁)以及756名AD患者的照顾者。大多数患者来自在线咨询平台(43%),其次是公告板系统平台(24%)。在分类到特定疾病阶段的患者(n = 382)中,42%处于中度阶段。最常用的诊断工具包括病史(97%)和症状(84%)。AD患者的治疗选择主要包括胆碱酯酶抑制剂、N - 甲基 - D - 天冬氨酸受体拮抗剂和抗精神病药物。对经历过走失的患者(n = 92)进行的定量和定性分析均表明,在疾病中度阶段走失发生率较高。大多数照顾者是家庭成员,他们主要关注疾病管理与治疗(90%),其次是日常生活照料(37%)和心理社会支持(25%)。
在线平台数据为中国受AD影响的个体提供了广泛的真实世界见解。本研究增进了我们对AD患者及其照顾者经历的理解,为制定个性化干预措施提供指导,为照顾者提供建议,并改善对AD患者的护理。