Lam Sandi K, Srinivasan Visish M, Luerssen Thomas G, Pan I-Wen
Division of Pediatric Neurosurgery, Texas Children's Hospital; and.
Neurosurg Focus. 2014 Nov;37(5):E5. doi: 10.3171/2014.8.FOCUS14454.
OBJECT There have been no large-scale analyses on cost drivers in CSF shunt surgery for the treatment of pediatric hydrocephalus. The objective of this study was to develop a cost model for hospitalization costs in pediatric CSF shunt surgery and to examine risk factors for increased costs.
Data were extracted from the Kids' Inpatient Database (KID) of the Healthcare Cost and Utilization Project. Children with initial CSF shunt placement in the 2009 KID were examined. Patient charge was converted to cost using a cost-to-charge ratio. The factors associated with costs of CSF shunt hospitalizations were examined, including patient demographics, hospital characteristics, and clinical data. The natural log transformation of cost per inpatient day (CoPID) was analyzed. Three multivariate linear regression models were used to characterize the cost. Variance inflation factor was used to identify multicollinearity for each model.
A total of 2519 patients met the inclusion criteria and were included in study. Average cost and length of stay (LOS) for initial shunt placement were $49,317 ± $74,483 (US) and 18.2 ± 28.5 days, respectively. Cost per inpatient day was $4249 ± $2837 (median $3397, range $80-$22,263). The average number of registered nurse (RN) full-time equivalents (FTEs) per 1000 adjusted inpatient days was 5.8 (range 1.6-10.8). The final model had the highest adjusted coefficient of determination (R(2) = 0.32) and was determined to be the best among 3 models. The final model showed that child age, hydrocephalus etiology, weekend admission, number of chronic diseases, hospital type, number of RN FTEs per 1000 adjusted inpatient days, number of procedures, race, insurance type, income level, and hospital regions were associated with CoPID.
A patient's socioeconomic status, such as race, income level, and insurance, in addition to hospital-related factors such as number of hospital RN FTEs, hospital type, and US region, could affect the costs of initial CSF shunt placement, in addition to clinical factors such as hydrocephalus origin and LOS. To create a cost model of initial CSF shunt placement in the pediatric population, consideration of such nonclinical factors may be warranted.
目的 目前尚无关于小儿脑积水脑脊液分流手术成本驱动因素的大规模分析。本研究的目的是建立小儿脑脊液分流手术住院费用的成本模型,并研究成本增加的风险因素。
数据取自医疗成本和利用项目的儿童住院数据库(KID)。对2009年KID中首次进行脑脊液分流术的儿童进行检查。使用成本收费比将患者费用转换为成本。研究了与脑脊液分流住院费用相关的因素,包括患者人口统计学、医院特征和临床数据。分析了每住院日成本(CoPID)的自然对数转换。使用三个多元线性回归模型来描述成本。使用方差膨胀因子来识别每个模型的多重共线性。
共有2519名患者符合纳入标准并纳入研究。首次分流术的平均成本和住院时间分别为49317美元±74483美元(美国)和18.2天±28.5天。每住院日成本为4249美元±2837美元(中位数3397美元,范围80美元至22263美元)。每1000个调整住院日的注册护士(RN)全职等效人员(FTE)平均数量为5.8(范围1.6至10.8)。最终模型具有最高的调整决定系数(R² = 0.32),并被确定为三个模型中最佳的。最终模型显示,儿童年龄、脑积水病因、周末入院、慢性病数量、医院类型(此处原句有误,结合前文推测是指每1000个调整住院日的RN FTE数量)、手术数量、种族、保险类型、收入水平和医院地区与CoPID相关。
除了脑积水病因和住院时间等临床因素外,患者的社会经济状况,如种族、收入水平和保险,以及医院相关因素,如医院RN FTE数量、医院类型和美国地区,都可能影响首次脑脊液分流术的成本。为了建立小儿人群首次脑脊液分流术的成本模型,可能需要考虑这些非临床因素。