探讨ICF框架下吞咽困难相关综合征的总体受益指数及其与项目难度的相关性。

IF 3.4 3区 医学 Q1 REHABILITATION
Ya-Cen Wu, Yan-Qun Luo, Feng Lin, Chun Feng
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引用次数: 0

摘要

背景:吞咽困难患者通常会出现多种共存症状,其相互关系的强度各不相同。吞咽困难中各症状的意义和影响也各不相同。然而,这些症状之间错综复杂的联系网络仍然知之甚少,这使得从关系的角度评估个体症状的重要性具有挑战性。目的:本研究的目的是:1)构建一个识别吞咽困难相关综合征的风险关联的相关图;2)根据特定功能干预的总体受益指数(OBI)对综合征进行排序,该指数对整体功能状态的影响各不相同。设计:本研究采用横断面设计。研究地点:本研究的研究地点为湖南省某三级医院。人群:本研究考虑的人群包括非食道吞咽困难患者。方法:采用方便抽样的方法,我们招募了150例吞咽困难患者,通过吞咽困难国际功能、残疾和健康分类(ICF)量表评估他们与健康相关的生活质量。用Ising模型研究了50个二级或三级ICF类别的网络结构。应用贝叶斯模型确定ICF功能类别之间存在连接的概率。结果:该网络由50个节点和64个连接组成。48个功能类别显示出显著的OBI,其中“d9102仪式”(OBI=1.00)达到最高的OBI。“d9204爱好”(OBI=0.862)和“d9205社交”(OBI=0.847)也是排名第二和第三的两个类别。网络参数、OBI和项目难度之间存在显著相关。结论:Ising模型可以帮助康复临床医生更好地理解吞咽困难患者复杂的功能网络,指导有针对性的康复干预。临床康复影响:将IRT中的项目困难与Ising模型中的OBI相结合,可以指导基于项目困难和重要性的个性化临床决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Explore the Overall Benefit Index and its correlation with item difficulty among dysphagia-related syndromes in the ICF framework.

Explore the Overall Benefit Index and its correlation with item difficulty among dysphagia-related syndromes in the ICF framework.

Explore the Overall Benefit Index and its correlation with item difficulty among dysphagia-related syndromes in the ICF framework.

Explore the Overall Benefit Index and its correlation with item difficulty among dysphagia-related syndromes in the ICF framework.

Background: Individuals with dysphagia typically experience multiple co-occurring symptoms, whose interrelationships can vary in strength. The significance and impact of each symptom within dysphagia also differ. However, the intricate web of connections among these symptoms remains poorly understood, making it challenging to assess the importance of individual symptoms from a relational perspective.

Aim: The aim of this study was to: 1) construct a correlation map that identifies the risk associations within dysphagia-related syndromes; and 2) rank syndromes according to the Overall Benefit Index (OBI) of a specific functional intervention, which varies in their impact on the overall functional status.

Design: This study has a cross-sectional design.

Setting: The setting of this study was a tertiary hospital in Hunan Province, China.

Population: Population considered in this study included patients with non-esophageal dysphagia.

Methods: Adopting convenience sampling, we recruited 150 patients with dysphagia to assess their health-related quality of life through the dysphagia-specific International Classification of Functioning, Disability and Health (ICF) Scale. A network structure of 50 second-level or third-level ICF categories was investigated by the Ising model. The Bayesian model was applied to determine the probability of the existence of the connection among ICF functional categories.

Results: The resulting network consisted of 50 nodes and 64 connections. 48 functional categories demonstrated a significant OBI, with "d9102 Ceremonies" (OBI=1.00) achieving the highest OBI. "d9204 Hobbies" (OBI=0.862), and "d9205 Socializing" (OBI=0.847) were another top two categories with the 2nd and 3rd highest OBI. There was a significant correlation between network parameters, OBI, and item difficulty. Specifically, item difficulty showed a positive correlation with OBI (P<0.001, rPearson=0.712), indicating that more challenging items tend to correspond with higher OBIs.

Conclusions: The Ising model is a powerful tool that can assist rehabilitation clinicians in better understanding the complex functional network and guide specific rehabilitation interventions for patients with dysphagia.

Clinical rehabilitation impact: Cooperating the item difficulties from the Item Response Theory (IRT) into the OBI from the Ising model could guide individualized clinical decisions based on item difficulties and importance.

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来源期刊
CiteScore
8.50
自引率
4.40%
发文量
162
审稿时长
6-12 weeks
期刊介绍: The European Journal of Physical and Rehabilitation Medicine publishes papers of clinical interest in physical and rehabilitation medicine.
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