Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 800 Howard Avenue, New Haven, CT, 06510, USA.
Clin Orthop Relat Res. 2014 Jun;472(6):1672-80. doi: 10.1007/s11999-014-3559-0. Epub 2014 Mar 11.
National databases are being used with increasing frequency to conduct orthopaedic research. However, there are important differences in these databases, which could result in different answers to similar questions; this important potential limitation pertaining to database research in orthopaedic surgery has not been adequately explored.
QUESTIONS/PURPOSES: The purpose of this study was to explore the interdatabase reliability of two commonly used national databases, the Nationwide Inpatient Sample (NIS) and the National Surgical Quality Improvement Program (NSQIP), in terms of (1) demographics; (2) comorbidities; and (3) adverse events. In addition, using the NSQIP database, we identified (4) adverse events that had a higher prevalence after rather than before discharge, which has important implications for interpretation of studies conducted in the NIS.
A retrospective cohort study of patients undergoing operative stabilization of transcervical and intertrochanteric hip fractures during 2009 to 2011 was performed in the NIS and NSQIP. Totals of 122,712 and 5021 patients were included from the NIS and NSQIP, respectively. Age, sex, fracture type, and lengths of stay were compared. Comorbidities common to both databases were compared in terms of more or less than twofold difference between the two databases. Similar comparisons were made for adverse events. Finally, adverse events that had a greater postdischarge prevalence were identified from the NSQIP database. Tests for statistical difference were thought to be of little value given the large sample size and the resulting fact that statistical differences would have been identified even for small, clinically inconsequential differences resulting from the associated high power. Because it is of greater clinical importance to focus on the magnitude of differences, the databases were compared by absolute differences.
Demographics and hospital lengths of stay were not different between the two databases. In terms of comorbidities, the prevalences of nonmorbid obesity, coagulopathy, and anemia in found in the NSQIP were more than twice those in the NIS; the prevalence of peripheral vascular disease in the NIS was more than twice that in the NSQIP. Four other comorbidities had prevalences that were not different between the two databases. In terms of inpatient adverse events, the frequencies of acute kidney injury and urinary tract infection in the NIS were more than twice those in the NSQIP. Ten other inpatient adverse events had frequencies that were not different between the two databases. Because it does not collect data after patient discharge, it can be implied from the NSQIP data that the NIS does not capture more than ½ of the deaths and surgical site infections occurring during the first 30 postoperative days.
This study shows that two databases commonly used in orthopaedic research can identify similar populations of operative patients but may generate very different results for specific commonly studied comorbidities and adverse events. The NSQIP identified higher rates of morbid obesity, coagulopathy, and anemia. The NIS identified higher rates of peripheral vascular disease, acute kidney injury, and urinary tract infection.
Level II, prognostic study. See the Instructions for Authors for a complete description of levels of evidence.
越来越多地使用国家数据库来进行矫形外科研究。然而,这些数据库之间存在重要差异,这可能导致对类似问题的回答不同;数据库在矫形外科手术中的这一重要潜在局限性尚未得到充分探讨。
问题/目的:本研究旨在探讨两个常用的国家数据库,即全国住院患者样本(NIS)和国家手术质量改进计划(NSQIP)之间的数据库可靠性,包括(1)人口统计学;(2)合并症;和(3)不良事件。此外,我们使用 NSQIP 数据库确定了(4)在出院后而不是出院前更常见的不良事件,这对在 NIS 中进行的研究的解释具有重要意义。
对 2009 年至 2011 年期间接受经颈和转子间髋部骨折手术稳定治疗的患者进行了 NIS 和 NSQIP 的回顾性队列研究。分别从 NIS 和 NSQIP 中纳入了 122712 名和 5021 名患者。比较了年龄、性别、骨折类型和住院时间。比较了两个数据库中常见的合并症,以确定两个数据库之间的差异是否超过两倍。对不良事件也进行了类似的比较。最后,从 NSQIP 数据库中确定了出院后更常见的不良事件。考虑到样本量较大,且即使存在相关高功效导致的微小、临床无意义差异,也会识别出统计学差异,因此认为统计学差异的检验意义不大。由于关注差异的幅度更为重要,因此通过绝对差异对数据库进行了比较。
两个数据库的人口统计学和住院时间无差异。就合并症而言,NSQIP 中病态肥胖、凝血障碍和贫血的患病率是 NIS 的两倍多;NIS 中外周血管疾病的患病率是 NSQIP 的两倍多。其他四种合并症的患病率在两个数据库之间没有差异。就住院期间的不良事件而言,NIS 中急性肾损伤和尿路感染的频率是 NSQIP 的两倍多。其他十个住院期间的不良事件在两个数据库中的频率没有差异。由于 NSQIP 不收集患者出院后的数据,因此可以从 NSQIP 数据中推断出,NIS 没有捕获到发生在术后 30 天内的一半以上死亡和手术部位感染。
本研究表明,矫形外科研究中常用的两个数据库可以识别出类似的手术患者群体,但对于特定的常见合并症和不良事件,可能会产生非常不同的结果。NSQIP 确定了更高的病态肥胖、凝血障碍和贫血发病率。NIS 确定了更高的外周血管疾病、急性肾损伤和尿路感染发病率。
二级,预后研究。请参阅作者说明,以获取完整的证据水平描述。