Yue Qiu, Weiqing Xiong, Xinyue Fang, Pei Li, Simon Conroy, Laia Maynou, Kenneth Rockwood, Xien Liu, Ji Wu, Andrew Street
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A generalised linear model assessed the association between hospital costs and frailty risk. Subgroup analyses of age group, sex, and hospital tiers were conducted.</p><p><strong>Results: </strong>22.2% of patients were categorised as having zero risk, 62.4% as low risk, 15.3% as intermediate risk, and 0.08% as high risk. Compared to the zero risk group: for those with low risk, the probability of long LoS was 1.92 (95% CI 1.79-2.06) times higher and hospital costs were ¥1926 (95% CI 1655-2197) higher; for those with intermediate risk, the probability of long LoS was 2.7 (95% CI 2.49-2.96) times higher and hospital costs were ¥4284 (95% CI 3916-4653) higher; and for those with high risk, the probability of long LoS was 6.7 (95% CI 3.06-14.43) times higher and hospital costs were ¥16,613 (95% CI 12,827-20,399) higher. The explanatory power of the HFRS held across subgroups.</p><p><strong>Conclusions: </strong>Compared to patients aged 75 + elsewhere, those in China had lower frailty risk scores, likely reflecting a younger age structure and recording of fewer diagnosis codes. Even so, the HFRS is a powerful predictor of long length of stay and hospital costs in China.</p>","PeriodicalId":49287,"journal":{"name":"European Geriatric Medicine","volume":" ","pages":"1319-1328"},"PeriodicalIF":3.6000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12378284/pdf/","citationCount":"0","resultStr":"{\"title\":\"Validation of the hospital frailty risk score in China.\",\"authors\":\"Yue Qiu, Weiqing Xiong, Xinyue Fang, Pei Li, Simon Conroy, Laia Maynou, Kenneth Rockwood, Xien Liu, Ji Wu, Andrew Street\",\"doi\":\"10.1007/s41999-025-01212-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>To validate the Hospital Frailty Risk Score (HFRS) in Chinese hospital settings, describing how patients are allocated to frailty risk groups and how frailty risk is associated with length of stay (LoS) and hospital costs.</p><p><strong>Design: </strong>Retrospective observational study.</p><p><strong>Setting: </strong>Forty-eight hospitals in Lvliang City, Shanxi Province, China.</p><p><strong>Subjects: </strong>Patients aged 75 years or older hospitalised between 1 January 2022 and 31 December 2023 (n = 34,731).</p><p><strong>Methods: </strong>A logistic regression model examined the association between long length of stay (LoS) and frailty risk. A generalised linear model assessed the association between hospital costs and frailty risk. Subgroup analyses of age group, sex, and hospital tiers were conducted.</p><p><strong>Results: </strong>22.2% of patients were categorised as having zero risk, 62.4% as low risk, 15.3% as intermediate risk, and 0.08% as high risk. Compared to the zero risk group: for those with low risk, the probability of long LoS was 1.92 (95% CI 1.79-2.06) times higher and hospital costs were ¥1926 (95% CI 1655-2197) higher; for those with intermediate risk, the probability of long LoS was 2.7 (95% CI 2.49-2.96) times higher and hospital costs were ¥4284 (95% CI 3916-4653) higher; and for those with high risk, the probability of long LoS was 6.7 (95% CI 3.06-14.43) times higher and hospital costs were ¥16,613 (95% CI 12,827-20,399) higher. The explanatory power of the HFRS held across subgroups.</p><p><strong>Conclusions: </strong>Compared to patients aged 75 + elsewhere, those in China had lower frailty risk scores, likely reflecting a younger age structure and recording of fewer diagnosis codes. 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引用次数: 0
摘要
目的:在中国医院环境中验证医院虚弱风险评分(HFRS),描述如何将患者分配到虚弱风险组,以及虚弱风险如何与住院时间(LoS)和医院费用相关。设计:回顾性观察性研究。地点:中国山西省吕梁市48家医院。研究对象:2022年1月1日至2023年12月31日期间住院的75岁及以上患者(n = 34,731)。方法:采用logistic回归模型检验住院时间长(LoS)与虚弱风险之间的关系。一个广义线性模型评估了医院费用和虚弱风险之间的关系。对年龄、性别和医院分级进行亚组分析。结果:22.2%的患者为零危,62.4%为低危,15.3%为中危,0.08%为高危。与零风险组相比,低风险组长LoS的概率高1.92倍(95% CI 1.79 ~ 2.06),住院费用高1926元(95% CI 1655 ~ 2197);对于中等风险的患者,长LoS的概率高出2.7倍(95% CI 2.49-2.96),住院费用高出4284元(95% CI 3916-4653);对于高危人群,长期LoS的概率高出6.7倍(95% CI 3.06-14.43),住院费用高出16,613日元(95% CI 12,827-20,399)。对HFRS的解释力在各个亚组中都存在。结论:与其他地区75岁以上的患者相比,中国患者的衰弱风险评分较低,可能反映了年龄结构的年轻化和诊断代码的记录较少。即便如此,HFRS仍是中国住院时间和住院费用的有力预测指标。
Validation of the hospital frailty risk score in China.
Purpose: To validate the Hospital Frailty Risk Score (HFRS) in Chinese hospital settings, describing how patients are allocated to frailty risk groups and how frailty risk is associated with length of stay (LoS) and hospital costs.
Design: Retrospective observational study.
Setting: Forty-eight hospitals in Lvliang City, Shanxi Province, China.
Subjects: Patients aged 75 years or older hospitalised between 1 January 2022 and 31 December 2023 (n = 34,731).
Methods: A logistic regression model examined the association between long length of stay (LoS) and frailty risk. A generalised linear model assessed the association between hospital costs and frailty risk. Subgroup analyses of age group, sex, and hospital tiers were conducted.
Results: 22.2% of patients were categorised as having zero risk, 62.4% as low risk, 15.3% as intermediate risk, and 0.08% as high risk. Compared to the zero risk group: for those with low risk, the probability of long LoS was 1.92 (95% CI 1.79-2.06) times higher and hospital costs were ¥1926 (95% CI 1655-2197) higher; for those with intermediate risk, the probability of long LoS was 2.7 (95% CI 2.49-2.96) times higher and hospital costs were ¥4284 (95% CI 3916-4653) higher; and for those with high risk, the probability of long LoS was 6.7 (95% CI 3.06-14.43) times higher and hospital costs were ¥16,613 (95% CI 12,827-20,399) higher. The explanatory power of the HFRS held across subgroups.
Conclusions: Compared to patients aged 75 + elsewhere, those in China had lower frailty risk scores, likely reflecting a younger age structure and recording of fewer diagnosis codes. Even so, the HFRS is a powerful predictor of long length of stay and hospital costs in China.
期刊介绍:
European Geriatric Medicine is the official journal of the European Geriatric Medicine Society (EUGMS). Launched in 2010, this journal aims to publish the highest quality material, both scientific and clinical, on all aspects of Geriatric Medicine.
The EUGMS is interested in the promotion of Geriatric Medicine in any setting (acute or subacute care, rehabilitation, nursing homes, primary care, fall clinics, ambulatory assessment, dementia clinics..), and also in functionality in old age, comprehensive geriatric assessment, geriatric syndromes, geriatric education, old age psychiatry, models of geriatric care in health services, and quality assurance.