Su Fei-Yue, Fu Mei-Ling, Zhao Qing-Hua, Huang Huan-Huan, Luo Di, Xiao Ming-Zhao
Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
Department of Medical Insurance, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
World J Clin Cases. 2021 Feb 26;9(6):1271-1283. doi: 10.12998/wjcc.v9.i6.1271.
With the aging world population, the incidence of falls has intensified and fall-related hospitalization costs are increasing. Falls are one type of event studied in the health economics of patient safety, and many developed countries have conducted such research on fall-related hospitalization costs. However, China, a developing country, still lacks large-scale studies in this area.
To investigate the factors related to the hospitalization costs of fall-related injuries in elderly inpatients and establish factor-based, cost-related groupings.
A retrospective study was conducted. Patient information and cost data for elderly inpatients (age ≥ 60 years, = 3362) who were hospitalized between 2016 and 2019 due to falls was collected from the medical record systems of two grade-A tertiary hospitals in China. Quantile regression (QR) analysis was used to identify the factors related to fall-related hospitalization costs. A decision tree model based on the chi-squared automatic interaction detector algorithm for hospitalization cost grouping was built by setting the factors in the regression results as separation nodes.
The total hospitalization cost of fall-related injuries in the included elderly patients was 180479203.03 RMB, and the reimbursement rate of medical benefit funds was 51.0% (92039709.52 RMB/180479203.03 RMB). The medical material costs were the highest component of the total hospitalization cost, followed (in order) by drug costs, test costs, treatment costs, integrated medical service costs and blood transfusion costs The QR results showed that patient age, gender, length of hospital stay, payment method, wound position, wound type, operation times and operation type significantly influenced the inpatient cost ( < 0.05). The cost grouping model was established based on the QR results, and age, length of stay, operation type, wound position and wound type were the most important influencing factors in the model. Furthermore, the cost of each combination varied significantly.
Our grouping model of hospitalization costs clearly reflected the key factors affecting hospitalization costs and can be used to strengthen the reasonable control of these costs.
随着全球人口老龄化,跌倒的发生率不断上升,与跌倒相关的住院费用也在增加。跌倒是患者安全健康经济学研究的一类事件,许多发达国家已对与跌倒相关的住院费用进行了此类研究。然而,作为发展中国家的中国,在这一领域仍缺乏大规模研究。
调查老年住院患者跌倒相关损伤住院费用的影响因素,并建立基于因素的、与费用相关的分组。
进行一项回顾性研究。从中国两家三级甲等医院的病历系统中收集2016年至2019年因跌倒住院的老年住院患者(年龄≥60岁,n = 3362)的患者信息和费用数据。采用分位数回归(QR)分析确定与跌倒相关住院费用的影响因素。通过将回归结果中的因素设置为分隔节点,构建基于卡方自动交互检测器算法的住院费用分组决策树模型。
纳入的老年患者跌倒相关损伤的总住院费用为180479203.03元,医疗保障基金报销率为51.0%(92039709.52元/180479203.03元)。医疗材料费用是总住院费用中最高的组成部分,其次依次为药品费用、检查费用、治疗费用、综合医疗服务费用和输血费用。QR结果显示,患者年龄、性别、住院时间、支付方式、伤口部位、伤口类型、手术次数和手术类型对住院费用有显著影响(P < 0.05)。基于QR结果建立了费用分组模型,年龄、住院时间、手术类型、伤口部位和伤口类型是模型中最重要的影响因素。此外,每种组合的费用差异显著。
我们的住院费用分组模型清楚地反映了影响住院费用的关键因素,可用于加强对这些费用的合理控制。