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减重手术对医疗保健费用的影响:使用贝叶斯结构时间序列的综合控制方法。

The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series.

机构信息

Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, Neuherberg, Germany.

German Center for Diabetes Research, Neuherberg, Germany.

出版信息

Health Econ. 2019 Nov;28(11):1293-1307. doi: 10.1002/hec.3941. Epub 2019 Sep 5.

DOI:10.1002/hec.3941
PMID:31489749
Abstract

Surgical measures to combat obesity are very effective in terms of weight loss, recovery from diabetes, and improvement in cardiovascular risk factors. However, previous studies found both positive and negative results regarding the effect of bariatric surgery on health care utilization. Using claims data from the largest health insurance provider in Germany, we estimated the causal effect of bariatric surgery on health care costs in a time period ranging from 2 years before to 3 years after bariatric intervention. Owing to the absence of a control group, we employed a Bayesian structural forecasting model to construct a synthetic control. We observed a decrease in medication and physician expenditures after bariatric surgery, whereas hospital expenditures increased in the post-intervention period. Overall, we found a slight increase in total costs after bariatric surgery, but our estimates include a high degree of uncertainty.

摘要

手术减肥在减轻体重、糖尿病康复和改善心血管风险因素方面非常有效。然而,先前的研究发现减重手术对医疗保健利用的影响既有积极的结果,也有消极的结果。利用德国最大的健康保险公司的索赔数据,我们在 2 年的术前到 3 年的术后时间段内估计了减重手术对医疗费用的因果效应。由于缺乏对照组,我们采用贝叶斯结构预测模型来构建一个综合对照。我们观察到减重手术后药物和医生支出减少,而术后住院支出增加。总的来说,我们发现减重手术后总费用略有增加,但我们的估计存在高度不确定性。

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1
The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series.减重手术对医疗保健费用的影响:使用贝叶斯结构时间序列的综合控制方法。
Health Econ. 2019 Nov;28(11):1293-1307. doi: 10.1002/hec.3941. Epub 2019 Sep 5.
2
Health-care costs over 15 years after bariatric surgery for patients with different baseline glucose status: results from the Swedish Obese Subjects study.肥胖患者基线血糖状态不同的患者在接受减重手术后 15 年的医疗保健费用:来自瑞典肥胖受试者研究的结果。
Lancet Diabetes Endocrinol. 2015 Nov;3(11):855-65. doi: 10.1016/S2213-8587(15)00290-9. Epub 2015 Sep 17.
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Impact of bariatric surgery on health care costs of obese persons: a 6-year follow-up of surgical and comparison cohorts using health plan data.减重手术对肥胖患者医疗费用的影响:利用健康计划数据对手术组和对照组进行 6 年的随访。
JAMA Surg. 2013 Jun;148(6):555-62. doi: 10.1001/jamasurg.2013.1504.
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The clinical effectiveness and cost-effectiveness of bariatric (weight loss) surgery for obesity: a systematic review and economic evaluation.减肥手术治疗肥胖症的临床疗效和成本效益:一项系统评价与经济评估
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Health care utilization and expenditure changes associated with bariatric surgery.与减重手术相关的医疗保健利用和支出变化。
Med Care. 2010 Nov;48(11):989-98. doi: 10.1097/MLR.0b013e3181ef9cf7.
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[The way from cost approval to bariatric surgery : Analysis of resource utilization in a maximum care hospital].从费用审批到减重手术之路:一家顶级医院的资源利用分析
Chirurg. 2017 Jul;88(7):595-601. doi: 10.1007/s00104-017-0381-8.
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The Socio-economic Impact of Bariatric Surgery.减肥手术的社会经济影响。
Obes Surg. 2018 Feb;28(2):338-348. doi: 10.1007/s11695-017-2834-z.
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Actual medical and pharmacy costs for bariatric surgery: 6-year follow-up.减重手术的实际医疗和药学成本:6年随访
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Economic impact of the clinical benefits of bariatric surgery in diabetes patients with BMI ≥35 kg/m².肥胖症患者(BMI≥35kg/m²)接受减重手术后对糖尿病的临床获益所产生的经济影响。
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Advances in bariatric surgery for obesity: laparoscopic surgery.肥胖症减肥手术的进展:腹腔镜手术
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