Using word clouds to reveal patients' perceptions about their arthritis.

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-10-17 DOI:10.1037/hea0001432
Rachael Yielder, Chiara Gasteiger, James W Pennebaker, Meihana Douglas, Nicola Dalbeth, Keith J Petrie
{"title":"Using word clouds to reveal patients' perceptions about their arthritis.","authors":"Rachael Yielder, Chiara Gasteiger, James W Pennebaker, Meihana Douglas, Nicola Dalbeth, Keith J Petrie","doi":"10.1037/hea0001432","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Patients' perceptions about their illness have the power to influence health outcomes. However, existing illness belief measures can be burdensome. Using word clouds to illustrate patients' experiences is potentially a novel solution, but research is lacking in this area. This study aimed to explore whether word clouds illustrate patients' perceptions about their illness and to determine commonalities and differences in experiences of rheumatic diseases.</p><p><strong>Method: </strong>A cross-sectional study was conducted with 323 patients with rheumatoid arthritis, ankylosing spondylitis, psoriatic arthritis, or gout in New Zealand. Participants reported two words describing their inflammatory arthritis experience and completed the Brief Illness Perception Questionnaire. Word clouds were generated from participants' responses, and analysis of variance models were used to explore perceptions between groups.</p><p><strong>Results: </strong>Eleven themes were identified, with each constituting a percentage of total word occurrence and weighting in word clouds. Symptom/sensation was the most prominent theme across all conditions (35%-61%), followed by affect/emotional experience (16%-25%). Theme prevalence varied across word clouds for each condition. Social impact was more prevalent for gout, and burden/intrusion was more prominent for ankylosing spondylitis. Functioning was less prevalent in the gout word cloud than in other conditions. There was moderate overlap between word cloud themes and illness perception domains. Word clouds uniquely identified themes related to burden/intrusion, functioning, opportunity, and social impact of illness.</p><p><strong>Conclusions: </strong>This study supports using word clouds as a low-burden method of examining the experiences of patients with inflammatory arthritis and could be tested with other patient groups. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1037/hea0001432","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Patients' perceptions about their illness have the power to influence health outcomes. However, existing illness belief measures can be burdensome. Using word clouds to illustrate patients' experiences is potentially a novel solution, but research is lacking in this area. This study aimed to explore whether word clouds illustrate patients' perceptions about their illness and to determine commonalities and differences in experiences of rheumatic diseases.

Method: A cross-sectional study was conducted with 323 patients with rheumatoid arthritis, ankylosing spondylitis, psoriatic arthritis, or gout in New Zealand. Participants reported two words describing their inflammatory arthritis experience and completed the Brief Illness Perception Questionnaire. Word clouds were generated from participants' responses, and analysis of variance models were used to explore perceptions between groups.

Results: Eleven themes were identified, with each constituting a percentage of total word occurrence and weighting in word clouds. Symptom/sensation was the most prominent theme across all conditions (35%-61%), followed by affect/emotional experience (16%-25%). Theme prevalence varied across word clouds for each condition. Social impact was more prevalent for gout, and burden/intrusion was more prominent for ankylosing spondylitis. Functioning was less prevalent in the gout word cloud than in other conditions. There was moderate overlap between word cloud themes and illness perception domains. Word clouds uniquely identified themes related to burden/intrusion, functioning, opportunity, and social impact of illness.

Conclusions: This study supports using word clouds as a low-burden method of examining the experiences of patients with inflammatory arthritis and could be tested with other patient groups. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用文字云揭示患者对其关节炎的看法。
目的患者对自身疾病的认知能够影响健康结果。然而,现有的疾病信念测量方法可能过于繁琐。使用文字云来说明患者的经历可能是一种新颖的解决方案,但这方面的研究还很缺乏。本研究旨在探讨文字云是否能说明患者对其疾病的看法,并确定风湿病体验的共性和差异:方法:我们对新西兰的 323 名类风湿性关节炎、强直性脊柱炎、银屑病关节炎或痛风患者进行了横断面研究。参与者报告了两个描述其关节炎经历的词语,并填写了简短疾病感知问卷。根据参与者的回答生成词云,并使用方差分析模型来探讨不同群体之间的感知:结果:共确定了 11 个主题,每个主题在词云中占总词数的百分比和权重。在所有情况下,症状/感觉是最突出的主题(35%-61%),其次是情感/情绪体验(16%-25%)。在每种情况下,主题在词云中的流行程度各不相同。社会影响在痛风中更为普遍,而负担/干扰在强直性脊柱炎中更为突出。功能在痛风词云中的流行率低于其他病症。词云主题与疾病感知领域之间存在一定程度的重叠。词云独特地识别了与疾病负担/干扰、功能、机会和社会影响相关的主题:本研究支持将词云作为一种低负担方法来研究炎症性关节炎患者的经历,并可在其他患者群体中进行测试。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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 去求助
来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
期刊最新文献
Vitamin B12: prevention of human beings from lethal diseases and its food application. Current status and obstacles of narrowing yield gaps of four major crops. Cold shock treatment alleviates pitting in sweet cherry fruit by enhancing antioxidant enzymes activity and regulating membrane lipid metabolism. Removal of proteins and lipids affects structure, in vitro digestion and physicochemical properties of rice flour modified by heat-moisture treatment. Investigating the impact of climate variables on the organic honey yield in Turkey using XGBoost machine learning.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1