Lower Urinary Tract Symptoms in Mental Illness: A Topic Modeling Approach to Online Mental Health Communities.

IF 1.8 3区 医学 Q3 UROLOGY & NEPHROLOGY
International Neurourology Journal Pub Date : 2024-11-01 Epub Date: 2024-11-30 DOI:10.5213/Inj.2448396.198
Jung Eun Yu, Jung Yoon Kim
{"title":"Lower Urinary Tract Symptoms in Mental Illness: A Topic Modeling Approach to Online Mental Health Communities.","authors":"Jung Eun Yu, Jung Yoon Kim","doi":"10.5213/Inj.2448396.198","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to provide foundational data to enhance integrated interventions by gaining an in-depth understanding of the perceptions of patients experiencing both mental illness and lower urinary tract symptoms (LUTS), which carry a high risk of comorbidity and potential mutual exacerbation.</p><p><strong>Methods: </strong>Data were collected from a large online mental health community in South Korea, active among individuals with mental illness and their families (as of October 21, 2024: 113,060 members and 368,352 posts). Posts containing the keywords 'pee' or 'urine' (a total of 986 posts) were analyzed including their titles, content, and categories. Analyses included word cloud, latent Dirichlet allocation topic modeling, category frequency analysis, and qualitative analysis.</p><p><strong>Results: </strong>The findings indicate that among individuals with mental illness, LUTS are perceived as side effects of psychiatric medications and regarded as inevitable. Many patients attempted self-regulation or discontinuation of medication instead of seeking urological treatment, but these attempts often led to failure. The study revealed that participants used the community to explore the relationship between LUTS and mental illness. LUTS had negative impacts on family and social life, and urinary incontinence exacerbated emotional distress such as self-blame and despair.</p><p><strong>Conclusion: </strong>Patients with mental illness experiencing LUTS often engage in self-regulation or discontinuation of medication. It underscores the need for accurate information and warnings about risks. As these patients endure discomfort and frustration in daily life, symptom deterioration is likely and necessitates proactive urological intervention to improve their quality of life. This study enhances understanding of the impact of co-occurring mental illness and LUTS and highlights the need for proper information and guidance. However, it has limitations including reliance on self-reported data and limited sample representativeness. Future research can address these issues by linking medical diagnoses with objective data and expanding the sample size.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"28 Suppl 2","pages":"S97-105"},"PeriodicalIF":1.8000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11627224/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Neurourology Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5213/Inj.2448396.198","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/30 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: This study aimed to provide foundational data to enhance integrated interventions by gaining an in-depth understanding of the perceptions of patients experiencing both mental illness and lower urinary tract symptoms (LUTS), which carry a high risk of comorbidity and potential mutual exacerbation.

Methods: Data were collected from a large online mental health community in South Korea, active among individuals with mental illness and their families (as of October 21, 2024: 113,060 members and 368,352 posts). Posts containing the keywords 'pee' or 'urine' (a total of 986 posts) were analyzed including their titles, content, and categories. Analyses included word cloud, latent Dirichlet allocation topic modeling, category frequency analysis, and qualitative analysis.

Results: The findings indicate that among individuals with mental illness, LUTS are perceived as side effects of psychiatric medications and regarded as inevitable. Many patients attempted self-regulation or discontinuation of medication instead of seeking urological treatment, but these attempts often led to failure. The study revealed that participants used the community to explore the relationship between LUTS and mental illness. LUTS had negative impacts on family and social life, and urinary incontinence exacerbated emotional distress such as self-blame and despair.

Conclusion: Patients with mental illness experiencing LUTS often engage in self-regulation or discontinuation of medication. It underscores the need for accurate information and warnings about risks. As these patients endure discomfort and frustration in daily life, symptom deterioration is likely and necessitates proactive urological intervention to improve their quality of life. This study enhances understanding of the impact of co-occurring mental illness and LUTS and highlights the need for proper information and guidance. However, it has limitations including reliance on self-reported data and limited sample representativeness. Future research can address these issues by linking medical diagnoses with objective data and expanding the sample size.

精神疾病的下尿路症状:在线心理健康社区的主题建模方法
目的:本研究旨在通过深入了解同时患有精神疾病和下尿路症状(LUTS)的患者的认知,为加强综合干预提供基础数据,这两种症状具有较高的合并症风险和潜在的相互加重。方法:从韩国一个大型在线心理健康社区收集数据,该社区活跃于精神疾病患者及其家人中(截至2024年10月21日:113,060名成员和368,352个帖子)。包含“尿”或“尿”关键词的帖子(共986篇)包括标题、内容和类别进行了分析。分析包括词云、潜在狄利克雷分配主题建模、类别频率分析和定性分析。结果:研究结果表明,在精神疾病个体中,LUTS被认为是精神药物的副作用,并且被认为是不可避免的。许多患者试图自我调节或停药,而不是寻求泌尿科治疗,但这些尝试往往导致失败。研究表明,参与者利用社区来探索LUTS与精神疾病之间的关系。尿失禁对家庭和社会生活有负面影响,尿失禁加重了自责、绝望等情绪困扰。结论:发生LUTS的精神疾病患者常表现为自我调节或停药。它强调需要准确的风险信息和警告。由于这些患者在日常生活中感到不适和沮丧,症状可能恶化,需要积极的泌尿外科干预来改善他们的生活质量。这项研究加强了对同时发生的精神疾病和LUTS影响的理解,并强调了提供适当信息和指导的必要性。然而,它有局限性,包括依赖于自我报告的数据和有限的样本代表性。未来的研究可以通过将医学诊断与客观数据联系起来并扩大样本量来解决这些问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Neurourology Journal
International Neurourology Journal UROLOGY & NEPHROLOGY-
CiteScore
4.40
自引率
21.70%
发文量
41
审稿时长
4 weeks
期刊介绍: The International Neurourology Journal (Int Neurourol J, INJ) is a quarterly international journal that publishes high-quality research papers that provide the most significant and promising achievements in the fields of clinical neurourology and fundamental science. Specifically, fundamental science includes the most influential research papers from all fields of science and technology, revolutionizing what physicians and researchers practicing the art of neurourology worldwide know. Thus, we welcome valuable basic research articles to introduce cutting-edge translational research of fundamental sciences to clinical neurourology. In the editorials, urologists will present their perspectives on these articles. The original mission statement of the INJ was published on October 12, 1997. INJ provides authors a fast review of their work and makes a decision in an average of three to four weeks of receiving submissions. If accepted, articles are posted online in fully citable form. Supplementary issues will be published interim to quarterlies, as necessary, to fully allow berth to accept and publish relevant articles.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信