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Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-Area Analysis Using Insurance Claims Data.

机译:瑞士最后12个月生命中护理费用的区域差异:使用保险理赔数据的小面积分析。

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摘要

BACKGROUNDududHealth care spending increases sharply at the end of life. Little is known about variation of cost of end of life care between regions and the drivers of such variation. We studied small-area patterns of cost of care in the last year of life in Switzerland.ududMETHODSududWe used mandatory health insurance claims data of individuals who died between 2008 and 2010 to derive cost of care. We used multilevel regression models to estimate differences in costs across 564 regions of place of residence, nested within 71 hospital service areas. We examined to what extent variation was explained by characteristics of individuals and regions, including measures of health care supply.ududRESULTSududThe study population consisted of 113,277 individuals. The mean cost of care during last year of life was 32.5k (thousand) Swiss Francs per person (SD=33.2k). Cost differed substantially between regions after adjustment for patient age, sex, and cause of death. Variance was reduced by 52%-95% when we added individual and regional characteristics, with a strong effect of language region. Measures of supply of care did not show associations with costs. Remaining between and within hospital service area variations were most pronounced for older females and least for younger individuals.ududCONCLUSIONSududIn Switzerland, small-area analysis revealed variation of cost of care during the last year of life according to linguistic regions and unexplained regional differences for older women. Cultural factors contribute to the delivery and utilization of health care during the last months of life and should be considered by policy makers.
机译:背景 ud ud寿命结束时,医疗保健支出急剧增加。人们对区域之间的生命周期终止成本的变化以及这种变化的驱动因素知之甚少。我们研究了瑞士生命中最后一年的小范围医疗费用模式。 ud udMETHODS ud ud我们使用了2008年至2010年之间死亡的个人的强制性健康保险理赔数据来得出医疗费用。我们使用多级回归模型来估计564个居住地区中嵌套在71个医院服务区域内的成本差异。我们检查了个体和地区的特征在多大程度上解释了变异,包括卫生保健供给的度量。 ud udRESULTS ud ud研究人群由113,277个人组成。生命的最后一年的平均护理费用为每人32.5万瑞士法郎(SD = 33.2k)。在调整患者年龄,性别和死亡原因后,各个地区的费用差异很大。当添加个人和区域特征时,方差降低了52%-95%,对语言区域的影响很大。提供护理的措施没有显示出费用的关联。在瑞士,在医院服务区域之间和之内的差异最大的是女性,而对于年轻的个体则最不明显。 ud ud结论 ud ud在瑞士,根据语言区域的不同,小区域分析显示了生命的最后一年护理费用的差异。以及无法解释的老年妇女地区差异。文化因素有助于生命的最后几个月提供和利用卫生保健,政策制定者应予以考虑。

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