The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China.
Department of Anesthesiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China.
Qual Life Res. 2023 Sep;32(9):2561-2571. doi: 10.1007/s11136-023-03417-x. Epub 2023 Apr 24.
AIM: To explore the perspectives, experience, and concerns of patients with irritable bowel syndrome (IBS) in China. METHODS: We used data mining to investigate posts shared in Baidu Tieba concerned with IBS; we collected the data through the crawler code, and mined the cleaned data's themes based on Latent Dirichlet allocation (LDA) and the Grounded theory. RESULTS: We found 5746 network posts related to IBS. LDA analysis generated 20 topics, and grounded theory analysis established eight topics. Combining the two methods, we finally arranged the topics according to five concepts: difficulty in obtaining disease information; serious psychosocial problems; dissatisfied with the treatment; lack of social support; and low quality of life. CONCLUSION: Social media research improved patient-centric understanding of patients' experiences and perceptions. Our study may facilitate doctor-patient communication and assist in the formulation of medical policies.
目的:探讨中国肠易激综合征(IBS)患者的观点、体验和担忧。
方法:我们使用数据挖掘技术调查了百度贴吧中与 IBS 相关的帖子;我们通过爬虫代码收集数据,并基于潜在狄利克雷分配(LDA)和扎根理论挖掘清理后数据的主题。
结果:我们发现了 5746 篇与 IBS 相关的网络帖子。LDA 分析生成了 20 个主题,扎根理论分析建立了 8 个主题。综合两种方法,我们最终根据五个概念对主题进行了排列:获取疾病信息困难;严重的心理社会问题;对治疗不满意;缺乏社会支持;以及生活质量低。
结论:社交媒体研究提高了以患者为中心的对患者体验和认知的理解。我们的研究可能有助于医患沟通,并有助于制定医疗政策。
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