早期周围血管介入治疗跛行患者:使用国家行政索赔数据的决策分析。

IF 2.7 2区 医学 Q1 SURGERY
Surgery Pub Date : 2025-10-01 Epub Date: 2025-08-08 DOI:10.1016/j.surg.2025.109589
Chen Dun, Jesse A Columbo, Caitlin W Hicks, Harold P Lehmann
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引用次数: 0

摘要

目的:跛行是一种通常与外周动脉疾病相关的症状,在美国影响了大约30-40%的成年人。需要进行决策分析,以整合来自多个来源的数据、信息和知识,了解患者在这种情况下的各个阶段,以评估最佳治疗方法。方法:我们设计了一个决策模型,包括跛行、周围血管介入、开放手术旁路、慢性肢体威胁缺血和截肢的患者视角和结果。时间范围为2年,权衡表示为“成本-效果”,“成本”表示为程序的数量,“效果”表示为跛行和/或恢复的时间量。治疗方案为初始诊断为跛行后6个月内进行外周血管干预(早期外周血管干预)或在跛行诊断后6个月内进行外周血管干预(允许先进行指南指导的保守治疗)。概率来源于2017年1月至2021年12月期间100%医疗保险服务收费索赔数据。针对这两种情况设计并填充了马尔可夫模型。主要结果包括周围血管干预的估计次数,开腹旁路手术的估计次数和跛行的总时间。使用蒙特卡罗模拟,在2年的时间范围内运行了1,000,000例患者。使用倾向评分匹配进行敏感性分析,以控制组间基线差异,匹配患者的年龄、性别、种族和合并症。结果:确定了445,305例新诊断为跛行的患者,平均年龄为76.2岁。其中12102例(2.7%)患者接受了早期外周血管干预,433,203例(97.3%)患者未接受早期外周血管干预。模拟表明,接受早期外周血管干预的患者在2年内平均经历了3.6次外周血管干预,而未接受早期外周血管干预的患者在2年内平均经历了0.3次PVIs。此外,在初步诊断为跛行后,接受早期外周血管干预的患者预计平均接受1.7次开放搭桥手术,而未接受早期外周血管干预的患者预计接受0.8次开放搭桥手术。观察到,早期接受外周血管干预的患者处于跛行状态的时间为190天,而未接受早期外周血管干预的患者为360天。在控制了年龄、性别、种族和合并症等基线特征后,结果在倾向评分匹配的组中保持一致。结论:我们的新方法使用索赔数据来获得日常转换,以评估早期周围血管干预对跛行患者管理的影响。我们的研究结果强化了专业指南,即早期周围血管干预可能不会给患者带来有益的结果,可能导致不良反应,需要进一步干预。本研究强调了卫生保健信息学在利用数据、技术和分析方法来加强决策过程、优化资源分配、提高医疗服务质量和促进卫生保健领域的循证实践方面的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Early peripheral vascular intervention for treating patients with claudication: A decision analysis using national administrative claims data.

Objectives: Claudication, a symptom commonly associated with peripheral artery disease, affects approximately 30-40% of adults in the United States. A decision analysis is needed to integrate data, information, and knowledge from multiple sources about the stages of a patient's journey in this condition to assess the optimal treatment approach.

Methods: We designed a decision model including patient perspective and outcomes of claudication, peripheral vascular intervention, open surgical bypass, chronic limb-threatening ischemia, and amputation. Time horizon was 2 years and tradeoffs were expressed as "cost-effectiveness," with "cost" taken as number of procedures, and "effectiveness," the amount of time in claudication and/or recovery. The treatment alternatives were peripheral vascular intervention within 6 months of initial diagnosis of claudication (early peripheral vascular intervention) or peripheral vascular intervention >6 months after claudication diagnosis (to allow for guideline-directed conservative therapy first). Probabilities were derived from 100% Medicare fee-for-service claims data between January 2017 and December 2021. A Markov model was designed and populated for the 2 scenarios. The main outcomes included the estimated number of peripheral vascular interventions, estimated number of open bypass procedures, and total time in claudication. Using Monte Carlo Simulation, 1,000,000 patients were run through the model for the 2-year time horizon. Sensitivity analysis using propensity score matching was conducted to control for baseline differences between groups, matching patients on age, sex, race, and comorbidities.

Results: A cohort comprising 445,305 patients newly diagnosed with claudication was identified, exhibiting a mean age of 76.2 years. Among these patients, 12,102 (2.7%) underwent early peripheral vascular intervention, whereas 433,203 (97.3%) had no early peripheral vascular intervention. The simulation demonstrated that patients who underwent an early peripheral vascular intervention experienced an estimated average of 3.6 peripheral vascular interventions over the 2 years, whereas those who did not undergo early peripheral vascular intervention averaged 0.3 PVIs over 2 years. Moreover, patients who underwent early peripheral vascular intervention were projected to undergo an average of 1.7 open bypass procedures subsequent to the initial diagnosis of claudication, whereas those who did not receive early peripheral vascular intervention were expected to undergo 0.8 open bypass procedures. The duration of time spent in a state of claudication was observed to be 190 days for patients who underwent early peripheral vascular intervention, in contrast to 360 days for those who did not receive early peripheral vascular intervention. After controlling for baseline characteristics such as age, sex, race, and comorbidities, the results remained consistent in the propensity score matched groups.

Conclusion: Our novel methodology used claims data to arrive at day-to-day transitions to assess the impact of early peripheral vascular intervention in the management of claudication among patients. Our findings reinforce professional guidelines that early peripheral vascular intervention may not confer beneficial outcomes to patients, potentially leading to adverse effects and necessitating further interventions. This study underscores the significance of health care informatics in harnessing data, technology, and analytical methodologies to enhance decision-making processes, optimize resource allocation, improve the quality-of-care delivery, and promote evidence-based practices within the health care domain.

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来源期刊
Surgery
Surgery 医学-外科
CiteScore
5.40
自引率
5.30%
发文量
687
审稿时长
64 days
期刊介绍: For 66 years, Surgery has published practical, authoritative information about procedures, clinical advances, and major trends shaping general surgery. Each issue features original scientific contributions and clinical reports. Peer-reviewed articles cover topics in oncology, trauma, gastrointestinal, vascular, and transplantation surgery. The journal also publishes papers from the meetings of its sponsoring societies, the Society of University Surgeons, the Central Surgical Association, and the American Association of Endocrine Surgeons.
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