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是否应将帕累托原则应用于髋关节和膝关节置换术的成本节约方法中?

Should the Pareto Principle Be Applied as a Cost Savings Method in Hip and Knee Arthroplasty?

机构信息

Division of Orthopaedic Surgery, The Ottawa Hospital General Campus, Ottawa, Ontario, Canada.

Department of Physiotherapy, School of Rehabilitation, University of Ottawa, Ottawa, Ontario, Canada.

出版信息

J Arthroplasty. 2019 Dec;34(12):2841-2845. doi: 10.1016/j.arth.2019.07.034. Epub 2019 Jul 30.

Abstract

BACKGROUND

Understanding the most significant contributions to the cost of completing total hip arthroplasty (THA) and total knee arthroplasty (TKA) is essential to optimize costs and meet funding standards. The objectives of this study are to determine whether cost distribution of THA and TKA follows the Pareto Principle (80/20 rule) and factors predictive of costs that could be modified.

METHODS

All inpatient, primary, elective, and unilateral THA and TKA patients from April 2008 to September 2017 were retrospectively reviewed. The Pareto Principle was tested by dividing patients into top 5% cost increments and calculating patient cost category ratio. Relationship between patient-related factors and acute care costs and relationship between cost categories and length of stay (LOS) were examined using multiple regression.

RESULTS

The Pareto Principle does not apply for THA or TKA patients, with the top 20% of costly patients accounting for approximately 30% of total costs. LOS is the strongest independent driver of costs. Operating room services and supplies accounted for over 50% of total costs but with low variability (coefficient of variation < 0.25). Laboratory and allied health costs had high variability (coefficient of variation > 1.5), but their contribution to total costs was low (from 0.76% to 5.68%).

CONCLUSION

THA and TKA costs do not follow Pareto Principle, concluding that targeting top costly patients is not as effective as focusing on overall patient population. Efforts to decrease overall costs should focus on decreasing the LOS and improving operating room process efficiencies including human resources for supplies and instruments.

摘要

背景

了解完成全髋关节置换术(THA)和全膝关节置换术(TKA)成本的最重要贡献对于优化成本和满足资金标准至关重要。本研究的目的是确定 THA 和 TKA 的成本分布是否遵循帕累托原则(80/20 法则),以及可以改变的预测成本的因素。

方法

回顾了 2008 年 4 月至 2017 年 9 月期间所有住院、初次、选择性和单侧 THA 和 TKA 患者。通过将患者分为前 5%的成本增量,并计算患者成本类别比,来测试帕累托原则。使用多元回归分析患者相关因素与急性护理成本之间的关系以及成本类别与住院时间(LOS)之间的关系。

结果

帕累托原则不适用于 THA 或 TKA 患者,20%的高成本患者约占总成本的 30%。 LOS 是成本的最强独立驱动因素。手术室服务和用品占总成本的 50%以上,但变异性低(变异系数<0.25)。实验室和联合健康成本具有较高的变异性(变异系数>1.5),但对总成本的贡献较低(从 0.76%到 5.68%)。

结论

THA 和 TKA 的成本不遵循帕累托原则,这表明针对高成本患者并不像关注整个患者群体那样有效。降低总成本的努力应侧重于降低 LOS 和提高手术室流程效率,包括供应品和仪器的人力资源。

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