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年龄并不能提高医院衰弱风险评分对住院时间的预测能力。

Age does not improve the predictive ability of the Hospital Frailty Risk Score for length of stay.

作者信息

Kutrani Huda, Briggs Jim, Prytherch David, Spice Claire

机构信息

Centre for Healthcare Modelling and Informatics, University of Portsmouth, Portsmouth, United Kingdom.

Faculty of Public Health, University of Benghazi, Benghazi, Libya.

出版信息

PLoS One. 2025 Sep 9;20(9):e0330930. doi: 10.1371/journal.pone.0330930. eCollection 2025.

Abstract

BACKGROUND

The Hospital Frailty Risk Score (HFRS) has been widely used to identify patients at high risk of poor outcomes and to predict poor outcomes for older people. Although poor health outcomes are associated more with frailty than age, HFRS has been validated only for older people. This study aimed to explore for the first time whether age influences the predictive power of Hospital Frailty Risk Score to predict a long length of stay.

METHODS

A retrospective cohort study analysing data collected at Queen Alexandra Hospital in Portsmouth, UK, between January 1, 2010 and December 31, 2019. Data included people aged ≥16 years. We assessed the correlation between the HFRS and age using Pearson's correlation coefficient. We used logistic regression models to develop prediction models (HFRS alone and HFRS +age) for nine periods of length of stay, in nine age groups data to assess association and influences age on Hospital Frailty Risk Score.

RESULTS

The correlation between Hospital Frailty Risk Score and age was weak in eight age groups, correlation coefficient ranged from 0.01 to 0.17. In each age groups, the proportion of the intermediate and high risk of frailty increased with a longer length of stay. Adjusted models (HFRS+age) did not show a better discriminative power compared with HFRS alone in all age groups (AUROCs ranging from 0.772 to 0.932). The odds ratio values from HFRS alone models were higher than adjusted models.

CONCLUSIONS

This study concluded that in this patients' population, age does not improve the power of Hospital Frailty Risk Score to predict long length of stay.

摘要

背景

医院衰弱风险评分(HFRS)已被广泛用于识别预后不良的高危患者,并预测老年人的不良预后。尽管健康不良结局与衰弱的关联比与年龄的关联更大,但HFRS仅在老年人中得到验证。本研究旨在首次探讨年龄是否会影响医院衰弱风险评分预测住院时间延长的预测能力。

方法

一项回顾性队列研究,分析了2010年1月1日至2019年12月31日期间在英国朴茨茅斯亚历山德拉女王医院收集的数据。数据包括年龄≥16岁的人群。我们使用Pearson相关系数评估HFRS与年龄之间的相关性。我们使用逻辑回归模型针对九个住院时间周期,在九个年龄组数据中开发预测模型(单独使用HFRS和HFRS+年龄),以评估关联并确定年龄对医院衰弱风险评分的影响。

结果

在八个年龄组中,医院衰弱风险评分与年龄之间的相关性较弱,相关系数范围为0.01至0.17。在每个年龄组中,衰弱的中度和高度风险比例随着住院时间的延长而增加。与单独使用HFRS相比,调整后的模型(HFRS+年龄)在所有年龄组中均未显示出更好的判别能力(曲线下面积范围为0.772至0.932)。单独使用HFRS模型的比值比高于调整后的模型。

结论

本研究得出结论,在该患者群体中,年龄并不能提高医院衰弱风险评分预测住院时间延长的能力。

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