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心力衰竭患者再次入院的危险因素:一项队列研究。

Risk factors for hospital readmission of patients with heart failure: A cohort study.

作者信息

Sadeq Adel, Sadeq Ahmed, Sadeq Asil, Alkhidir Israa Yousif, Aburuz Salahedin, Mellal Abdullah Abu, Al Najjar Munther S, Elnour Asim Ahmed

机构信息

Clinical Pharmacy Program, College of Pharmacy, Al Ain University, Al Ain, United Arab Emirates.

Shaikh Shakhbout Medical City (SSMC), Abu Dhabi, United Arab Emirates.

出版信息

J Pharm Bioallied Sci. 2020 Jul-Sep;12(3):335-343. doi: 10.4103/jpbs.JPBS_323_20. Epub 2020 Jul 18.

Abstract

AIM

The aim of this study was to develop a risk factor model for hospital readmission in patients with heart failure.

BACKGROUND

Identification of risk factors and predictors of readmission to hospital in patients with heart failure is very crucial for improved clinical outcomes.

OBJECTIVE

The objective of the current study was to investigate and delineate the risk factors that may be implicated in putting a patient at greater risk of readmission due to uncontrolled heart failure.

MATERIALS AND METHODS

This is a prospective follow-up cohort study of 170 patients with heart failure at a tertiary hospital in Al Ain city in the United Arab Emirates. We have developed a risk factor model based on the recommendations of validated published data. We have used univariate and multivariate logistic regression analyses on structured steps based on the published data. The main outcome was the risk factors for readmission to hospital due to heart failure.

RESULTS

A final predictive model (10 variables) was produced for unplanned readmission of patients with heart failure. The risk factors identified in the final model with their odds ratios (ORs) and confidence intervals (CIs) were as follows: four or more prescribed medicines (OR = 4.13; CI = 3.5-4.1; = 0.003), more than twice daily dosing regimen (OR = 2.34; CI = 1.0-5.0; = 0.023), poor knowledge of prescribed medications (OR = 4.24; CI = 1.213-14.781; = 0.006), diabetes mellitus (OR = 3.78; CI = 1.6-8.7; = 0.006), edema (OR = 2.64; CI = 1.2-5.6; = 0.011), being house bound (OR = 2.77; CI = 1.2-6.2; = 0.014), and being prescribed diuretics (OR = 3.69; CI = 1.4-9.2; = 0.042).

CONCLUSION

The specificity of the developed risk prediction model was 82.2%, the sensitivity was 74.3%, and the overall accuracy was 72.9%. The model can be emulated in population with similar characteristics to prevent early readmission of patient with heart failure.

摘要

目的

本研究旨在建立心力衰竭患者医院再入院的风险因素模型。

背景

识别心力衰竭患者再次入院的风险因素和预测因素对于改善临床结局至关重要。

目的

本研究的目的是调查并确定可能使患者因心力衰竭控制不佳而面临更高再入院风险的风险因素。

材料与方法

这是一项对阿联酋艾因市一家三级医院的170例心力衰竭患者进行的前瞻性随访队列研究。我们根据已发表的有效数据的建议建立了一个风险因素模型。我们基于已发表的数据,按照结构化步骤进行了单变量和多变量逻辑回归分析。主要结局是因心力衰竭再次入院的风险因素。

结果

生成了一个用于心力衰竭患者非计划再入院的最终预测模型(10个变量)。最终模型中确定的风险因素及其比值比(OR)和置信区间(CI)如下:四种或更多处方药(OR = 4.13;CI = 3.5 - 4.1;P = 0.003)、每日给药方案超过两次(OR = 2.34;CI = 1.0 - 5.0;P = 0.023)、对处方药的了解不足(OR = 4.24;CI = 1.213 - 14.781;P = 0.006)、糖尿病(OR = 3.78;CI = 1.6 - 8.7;P = 0.006)、水肿(OR = 2.64;CI = 1.2 - 5.6;P = 0.011)、居家受限(OR = 2.77;CI = 1.2 - 6.2;P = 0.014)以及开具了利尿剂(OR = 3.69;CI = 1.4 - 9.2;P = 0.042)。

结论

所建立的风险预测模型的特异性为82.2%,敏感性为74.3%,总体准确率为72.9%。该模型可在具有相似特征的人群中进行效仿,以防止心力衰竭患者早期再入院。

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引用本文的文献

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Determining 30-day readmission risk for heart failure patients: the Readmission After Heart Failure scale.
Int J Gen Med. 2018 Apr 9;11:127-141. doi: 10.2147/IJGM.S150676. eCollection 2018.
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Risk factors for 30-day readmission in patients with congestive heart failure.
Heart Lung. 2017 Sep-Oct;46(5):357-362. doi: 10.1016/j.hrtlng.2017.06.005. Epub 2017 Aug 8.
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The vulnerable phase after hospitalization for heart failure.
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