[Development of a Risk Prediction Model and a Simple Assessment Sheet for Cold Disorder (Hiesho) in Middle-aged and Older Adults].

Q3 Medicine Japanese Journal of Hygiene Pub Date : 2022-01-01 DOI:10.1265/jjh.22006
Kumiko Tsuji, Nobuyuki Miyai, Shunji Sakaguchi, Miyoko Utsumi, Tatsuya Takeshita, Mikio Arita
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Abstract

Objectives: In this study, we aimed to develop a risk prediction model and a simple assessment sheet for cold disorder (hiesho) in middle-aged and older adults.

Methods: The 889 participants in this study were from a community-dwelling general population (mean age, 62.4±8.8 years). The skin surface temperatures of the face and hands of the participants were measured by thermography. The cold disorder was objectively defined as having a temperature difference of ≥8°C between the forehead and fingertips. Data on the body regions with cold perception and the various concomitant signs were collected by a self-administered questionnaire and structured interviews.

Results: The objectively assessed cold disorder was observed in 22.7% of participants and strongly associated with coldness of the back of the hand, palms, fingers, dorsal torso, toes, and soles of the feet. Its prevalence was found to increase with the number of signs of coldness. Older age, being female, low body mass index, hypertension, anemia, and physical inactivity were identified as potential risk factors. A logistic model for predicting the cold disorder was designed on the basis of the perceived cold, accompanying signs, and risk factors. The model showed good discrimination (area under the curve=0.737) and calibration capabilities (Hosmer-Lemeshow test, P=0.426). On the basis of this prediction model, a simple assessment sheet was developed to estimate the individual risk of experiencing the cold disorder, in middle-aged and older adults.

Conclusions: With the proposed risk prediction model showing good discrimination capability, the assessment sheet may serve as a prescreening tool to evaluate the potential of middle-aged and older population to develop the cold disorder.

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[中老年人感冒障碍(Hiesho)风险预测模型及简易评估表的建立]。
目的:在本研究中,我们的目的是建立一个风险预测模型和一个简单的评估表在中老年人感冒障碍(hiesho)。方法:本研究的889名参与者来自社区居住的普通人群(平均年龄62.4±8.8岁)。通过热成像仪测量了参与者面部和手部的皮肤表面温度。寒症的客观定义为额头和指尖之间的温差≥8°C。通过自我管理问卷和结构化访谈收集了具有冷感知的身体区域和各种伴随症状的数据。结果:客观评估的寒冷障碍在22.7%的参与者中被观察到,并且与手背、手掌、手指、躯干背部、脚趾和脚底的寒冷密切相关。人们发现,随着感冒迹象的增多,这种病的流行程度也在增加。年龄较大、女性、低体重指数、高血压、贫血和缺乏运动被认为是潜在的危险因素。基于感知到的寒冷、伴随症状和危险因素,设计了预测寒冷障碍的逻辑模型。该模型具有良好的判别能力(曲线下面积=0.737)和标定能力(Hosmer-Lemeshow检验,P=0.426)。在此预测模型的基础上,开发了一个简单的评估表,以估计中老年人经历感冒障碍的个体风险。结论:所建立的风险预测模型具有较好的甄别能力,可作为评估中老年人群患感冒障碍可能性的预筛查工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Japanese Journal of Hygiene
Japanese Journal of Hygiene Medicine-Medicine (all)
CiteScore
0.90
自引率
0.00%
发文量
7
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