了解移植物抗宿主病患者的需求和生活经历:真实世界的欧洲公共社交媒体倾听研究。

IF 3.3 Q2 ONCOLOGY JMIR Cancer Pub Date : 2023-11-10 DOI:10.2196/42905
Zinaida Perić, Grzegorz Basak, Christian Koenecke, Ivan Moiseev, Jyoti Chauhan, Sathyaraj Asaithambi, Alexandros Sagkriotis, Sibel Gunes, Olaf Penack
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引用次数: 0

摘要

背景:移植物抗宿主病(GVHD)是异基因造血干细胞移植后短期和长期发病率和死亡率的主要原因。皮质类固醇治疗之外的治疗选择仍然有限,长期治疗往往会导致生活质量下降。需要更好地了解GVHD患者的需求和经历,以改善患者护理。目的:本研究旨在探索不同的社交媒体渠道,以收集和分析14个欧洲国家患者和其他利益相关者的需求和经验。方法:我们对公共领域的SM数据进行了回顾性分析。Talkwalker社交分析工具使用预定义的搜索字符串从开放式论坛、博客和各种社交网站收集数据。来自聚合器工具的原始数据集会自动筛选帖子的相关性,生成经过手动审查的精心策划的数据集,以确定符合预定义的纳入和排除标准的帖子。该最终数据集随后被用于深潜分析。结果:2019年4月至2021年4月期间,共发现9016个与GVHD有关的职位。重复数据删除和相关性检查导致325条有见地的帖子,推特贡献了250条(77%)帖子;博客,49篇(15%)帖子;论坛,13个(4%)帖子;Facebook,7条(2%)帖子;以及Instagram和YouTube,4条(1%)帖子。GVHD患者是主要利益相关者,占所有SM职位的63%。在234篇帖子中,治疗是患者旅程中讨论最多的阶段(68%),其次是症状(33%)、诊断和测试(21%)。在与治疗相关的岗位(n=159)中,类固醇治疗是最常见的报告(54/159,34%)。与治疗特征相关的帖子(n=110)将疗效(45/110,41%)、副作用(38/110,35%)以及频率和剂量(32/110,29%)确定为最常讨论的特征。24%(77/325)的帖子描述了与移植物抗宿主病相关的症状,包括皮肤相关疾病(49/77,64%)、眼睛干燥或视力变化(13/77,17%)、疼痛和痉挛(16/77,21%)以及疲劳或肌肉无力(12/77,16%)。51%(165/325)的帖子讨论了GVHD对生活质量的影响,69%(114/165)、50%(82/165),5%(8/165)和2%(3/165)的帖子分别提到了情感、身体和功能、社会和财务影响。在分析的对话中,24%(77/325)的患者或护理人员报告了未满足的需求,其中与治疗相关的副作用在这些帖子中最常见(35/77,45%)。结论:SM听力是识别医疗需求的有用工具。GVHD的治疗,包括治疗相关的副作用,以及其对生活质量的情感和身体影响,是GVHD利益相关者在SM上提到的主要话题。我们鼓励在医疗保健提供者和GVHD患者之间的互动中对这些话题进行结构化讨论。试验注册:不适用。
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Understanding the Needs and Lived Experiences of Patients With Graft-Versus-Host Disease: Real-World European Public Social Media Listening Study.

Background: Graft-versus-host disease (GVHD) is the major cause of short- and long-term morbidity and mortality after allogeneic hematopoietic stem cell transplantation. Treatment options beyond corticosteroid therapy remain limited, and prolonged treatment often leads to impaired quality of life (QoL). A better understanding of the needs and experiences of patients with GVHD is required to improve patient care.

Objective: The aim of this study is to explore different social media (SM) channels for gathering and analyzing the needs and experiences of patients and other stakeholders across 14 European countries.

Methods: We conducted a retrospective analysis of SM data from the public domain. The Talkwalker social analytics tool collected data from open-access forums, blogs, and various social networking sites using predefined search strings. The raw data set derived from the aggregator tool was automatically screened for the relevancy of posts, generating the curated data set that was manually reviewed to identify posts that fell within the predefined inclusion and exclusion criteria. This final data set was then used for the deep-dive analysis.

Results: A total of 9016 posts relating to GVHD were identified between April 2019 and April 2021. Deduplication and relevancy checks resulted in 325 insightful posts, with Twitter contributing 250 (77%) posts; blogs, 49 (15%) posts; forums, 13 (4%) posts; Facebook, 7 (2%) posts; and Instagram and YouTube, 4 (1%) posts. Patients with GVHD were the primary stakeholders, contributing 63% of all SM posts. In 234 posts, treatment was the most discussed stage of the patient journey (68%), followed by symptoms (33%), and diagnosis and tests (21%). Among treatment-related posts (n=159), steroid therapy was most frequently reported (54/159, 34%). Posts relating to treatment features (n=110) identified efficacy (45/110, 41%), side effects (38/110, 35%), and frequency and dosage (32/110, 29%), as the most frequently discussed features. Symptoms associated with GVHD were described in 24% (77/325) of posts, including skin-related conditions (49/77, 64%), dry eyes or vision change (13/77, 17%), pain and cramps (16/77, 21%), and fatigue or muscle weakness (12/77, 16%). The impacts of GVHD on QoL were discussed in 51% (165/325) of all posts, with the emotional, physical and functional, social, and financial impacts mentioned in 69% (114/165), 50% (82/165), 5% (8/165), and 2% (3/165) of these posts, respectively. Unmet needs were reported by patients or caregivers in 24% (77/325) of analyzed conversations, with treatment-related side effects being the most common (35/77, 45%) among these posts.

Conclusions: SM listening is a useful tool to identify medical needs. Treatment of GVHD, including treatment-related side effects, as well as its emotional and physical impact on QoL, are the major topics that GVHD stakeholders mention on SM. We encourage a structured discussion of these topics in interactions between health care providers and patients with GVHD.

Trial registration: Not applicable.

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来源期刊
JMIR Cancer
JMIR Cancer ONCOLOGY-
CiteScore
4.10
自引率
0.00%
发文量
64
审稿时长
12 weeks
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