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儿科重症监护病房的容量与结局:一项严重程度校正分析。

PICU Volume and Outcome: A Severity-Adjusted Analysis.

作者信息

Markovitz Barry P, Kukuyeva Irina, Soto-Campos Gerardo, Khemani Robinder G

机构信息

1Departments of Pediatrics and Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, CA. 2VPS, LLC, Los Angeles, CA.

出版信息

Pediatr Crit Care Med. 2016 Jun;17(6):483-9. doi: 10.1097/PCC.0000000000000697.

Abstract

OBJECTIVES

To determine the relationship between PICU volume and severity-adjusted mortality in a large, national dataset.

DESIGN

Retrospective cohort study.

SETTING

The VPS database (VPS, LLC, Los Angeles, CA), a national multicenter clinical PICU database.

PATIENTS

All patients with discharge dates between September 2009 and March 2012 and valid Pediatric Index of Mortality 2 and Pediatric Risk of Mortality III scores, who were not transferred to another ICU and were seen in an ICU that collected at least three quarters of data.

INTERVENTIONS

None.

MEASUREMENTS AND MAIN RESULTS

Anonymized data received included ICU mortality, hospital and patient demographics, and Pediatric Index of Mortality 2 and Pediatric Risk of Mortality III scores. PICU volume/quarter was determined (VPS sites submit data quarterly) per PICU and was divided by 100 to assess the impact per 100 discharges per quarter (volume). A mixed-effects logistic regression model accounting for repeated measures of patients within ICUs was performed to assess the association of volume on severity-adjusted mortality, adjusting for patient and unit characteristics. Multiplicative interactions between volume and severity of illness were also modeled. We analyzed 186,643 patients from 92 PICUs, with an overall ICU mortality rate of 2.6%. Volume ranged from 0.24 to 8.89 per ICU per quarter; the mean volume was 2.61. The mixed-effects logistic regression model found a small but nonlinear relationship between volume and mortality that varied based on the severity of illness. When severity of illness is low, there is no clear relationship between volume and mortality up to a Pediatric Index of Mortality 2 risk of mortality of 10%; for patients with a higher severity of illness, severity of illness-adjusted mortality is directly proportional to a unit's volume.

CONCLUSIONS

For patients with low severity of illness, ICU volume is not associated with mortality. As patient severity of illness rises, higher volume units have higher severity of illness-adjusted mortality. This may be related to differences in quality of care, issues with unmeasured confounding, or calibration of existing severity of illness scores.

摘要

目的

在一个大型全国性数据集中确定儿科重症监护病房(PICU)容量与经病情严重程度调整后的死亡率之间的关系。

设计

回顾性队列研究。

设置

VPS数据库(VPS有限责任公司,加利福尼亚州洛杉矶),一个全国性多中心临床PICU数据库。

患者

所有出院日期在2009年9月至2012年3月之间且具有有效的儿科死亡率指数2(Pediatric Index of Mortality 2)和儿科死亡风险III(Pediatric Risk of Mortality III)评分的患者,这些患者未转至另一个ICU,且在一个收集了至少四分之三数据的ICU接受治疗。

干预措施

无。

测量指标及主要结果

收到的匿名数据包括ICU死亡率、医院和患者人口统计学信息以及儿科死亡率指数2和儿科死亡风险III评分。每个PICU确定每季度的PICU容量(VPS各站点按季度提交数据),并除以100以评估每季度每100例出院患者的影响(容量)。采用混合效应逻辑回归模型,对ICU内患者的重复测量进行分析,以评估容量与经病情严重程度调整后的死亡率之间的关联,并对患者和科室特征进行校正。还对容量与疾病严重程度之间的相乘交互作用进行了建模。我们分析了来自92个PICU的186,643例患者,总体ICU死亡率为2.6%。每个ICU每季度的容量范围为0.24至8.89;平均容量为2.61。混合效应逻辑回归模型发现容量与死亡率之间存在微小但非线性的关系,且这种关系因疾病严重程度而异。当疾病严重程度较低时,在儿科死亡率指数2死亡风险达到10%之前,容量与死亡率之间没有明显关系;对于疾病严重程度较高的患者,经疾病严重程度调整后的死亡率与科室容量成正比。

结论

对于疾病严重程度较低的患者,ICU容量与死亡率无关。随着患者疾病严重程度的增加,容量较大的科室经疾病严重程度调整后的死亡率更高。这可能与护理质量差异、未测量的混杂因素问题或现有疾病严重程度评分的校准有关。

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