评估全国外科质量改进计划(NSQIP)数据库中患者数量和数据元素多年来的变化对结果的影响:后路腰椎融合术结果研究。

Evaluating the effect of growing patient numbers and changing data elements in the National Surgical Quality Improvement Program (NSQIP) database over the years: a study of posterior lumbar fusion outcomes.

机构信息

Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 800 Howard Ave, New Haven, CT 06510, USA.

Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 800 Howard Ave, New Haven, CT 06510, USA.

出版信息

Spine J. 2018 Nov;18(11):1982-1988. doi: 10.1016/j.spinee.2018.03.016. Epub 2018 Apr 9.

Abstract

BACKGROUND CONTEXT

The use of national databases in spinal surgery outcomes research is increasing. A number of variables collected by the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) changed between 2010 and 2011, coinciding with a rapid increase in the number of patients included per year. However, there has been limited study evaluating the effect that these changes may have on the results of outcomes studies.

PURPOSE

The present study aimed to investigate the influence of changing data elements and growth of the NSQIP database on results of lumbar fusion outcomes studies.

STUDY DESIGN/SETTING: This is a retrospective cohort study of prospectively collected data.

PATIENT SAMPLE

The NSQIP database was retrospectively queried to identify 19,755 patients who underwent elective posterior lumbar fusion surgery with or without interbody fusion between 2005 and 2014. Patients were split into two groups based on year of surgery: 2,802 from 2005 to 2010 and 16,953 from 2011 to 2014.

OUTCOME MEASURES

The occurrence of adverse events after discharge from the hospital, within postoperative day 30, was determined.

METHODS

Preoperative characteristics and 30-day perioperative outcomes were compared between the era groups using bivariate analysis. To illustrate the effect of such changing data elements, the association between age and postoperative outcomes in the era groups was analyzed using multivariate Poisson regression. The present study had no funding sources, and there were no study-related conflicts of interest for any authors.

RESULTS

There were significant differences between the era groups for a variety of preoperative characteristics. Postoperative events such blood transfusion and deep vein thrombosis were also significantly different between the era groups. For the 2005-2010 cohort, age was significantly associated with septic shock by multivariate analysis. For the 2011-2014 cohort, age was significantly associated with septic shock, urinary tract infection, blood transfusion, myocardial infarction, and extended length of stay.

CONCLUSIONS

The NSQIP database has undergone substantial changes between 2005 and 2014. These changes may contribute to different results in analyses, such as the association between age and postoperative outcomes, when using older versus newer data. Conclusions from early studies using this database may warrant reconsideration.

摘要

背景

在脊柱外科手术结果研究中,使用国家数据库的情况越来越多。美国外科医师学院国家手术质量改进计划(NSQIP)收集的许多变量在 2010 年至 2011 年之间发生了变化,与此同时,每年纳入的患者数量也迅速增加。然而,对于这些变化可能对结果研究产生的影响,研究还很有限。

目的

本研究旨在探讨改变数据元素和 NSQIP 数据库的增长对腰椎融合结果研究结果的影响。

研究设计/设置:这是一项前瞻性收集数据的回顾性队列研究。

患者样本

从 NSQIP 数据库中回顾性查询了 19755 例接受择期后路腰椎融合术的患者,其中包括单纯后路融合和前路融合,手术时间为 2005 年至 2014 年。根据手术年份将患者分为两组:2005 年至 2010 年的 2802 例和 2011 年至 2014 年的 16953 例。

观察指标

出院后 30 天内发生的不良事件。

方法

使用双变量分析比较两个时代组之间的术前特征和 30 天围手术期结果。为了说明这些不断变化的数据元素的影响,使用多变量泊松回归分析了时代组中年龄与术后结果的关系。本研究无资金来源,作者不存在与研究相关的利益冲突。

结果

两个时代组之间存在多种术前特征的显著差异。术后事件如输血和深静脉血栓形成在两个时代组之间也有显著差异。对于 2005-2010 队列,多变量分析显示年龄与感染性休克显著相关。对于 2011-2014 队列,年龄与感染性休克、尿路感染、输血、心肌梗死和延长住院时间显著相关。

结论

2005 年至 2014 年期间,NSQIP 数据库发生了重大变化。当使用较旧或较新的数据时,这些变化可能会导致分析结果不同,例如年龄与术后结果之间的关联。使用该数据库的早期研究的结论可能需要重新考虑。

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