在过去的12、36和60个月内,使用疾病模型的转移性乳腺癌中白细胞减少和中性粒细胞减少的成本

S. Alford, M. Ng, D. Meade
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引用次数: 0

摘要

背景:评估历史治疗费用的变化对医疗保健专业人员做出明智的商业决策至关重要。然而,如果没有重要的数据科学知识或资源,现实世界的临床和成本结果数据是具有挑战性的。目的:本研究旨在证明用户友好的分析工具的潜在价值,以确定成本和结果的驱动因素。方法:使用IBM Access和Value Connect解决方案分析IBM MarketScan中最近12、36和60个月接受治疗的转移性乳腺癌(mBC)患者队列;商业和医疗保险补充数据库。我们使用交互式可视化浏览器工具快速(<15分钟)确定与mBC总体相关的平均每个患者每月总费用(PPPM)和按年龄组(45-54岁、55-64岁、65-74岁和75岁以上)选择的副作用,并生成每个研究期间按年龄组的平均总PPPM总体和白细胞减少症和中性粒细胞减少症的直方图。结果:所有mBC患者的平均总PPPM从75岁以上年龄组60个月时的6562美元到45-54岁年龄组12个月时的14201美元不等。对于那些经历白细胞减少的患者,平均总PPPM从75岁以上年龄组在60个月时的10,319美元到45-55岁年龄组在60个月时的19,598美元。同样,对于那些经历中性粒细胞减少症的患者,平均总PPPM从65-74岁年龄组在60个月时的10,593美元到45-54岁年龄组在12个月时的21,784美元不等。结论:这些方法表明,即使没有数据科学、临床或编程知识,也可以通过交互式可视化分析轻松获得PPPM成本。结果表明,总体而言,年轻患者和经历白细胞减少或中性粒细胞减少的患者的PPPM费用较高。这可能是由于积极治疗年轻患者的做法。
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Cost of leukopenia and neutropenia in metastatic breast cancer within last 12, 36, and 60 months using a curated disease model
Abstract Background: Evaluating changes to historical treatment costs is critical for healthcare professionals to make informed business decisions. However, real-world clinical and cost outcome data is challenging to use regularly without significant data science knowledge or resources. Aims: This study sought to demonstrate the potential value in user-friendly analytics tools to identify drivers of costs and outcomes. Methods: The IBM Access and Value Connect solution was used to analyze a patient cohort of metastatic breast cancer (mBC) patients treated in the most recent 12, 36, and 60 months in the IBM MarketScan; Commercial and Medicare Supplement Database. We used the interactive visual explorer tool to quickly (<15 min) determine the mean total per-patient-per-month (PPPM) cost associated with mBC overall and for select side-effects by age group (45–54, 55–64, 65–74, and 75+), and generated histograms for mean total PPPM overall and for leukopenia and neutropenia by age group for each study period. Results: The mean total PPPM across all mBC patients ranged from $6,562 for the 75+ age group at 60 months to $14,201 for the 45–54 age group at 12 months. For those who experienced leukopenia, the mean total PPPM ranged from $10,319 for the 75+ age group at 60 months to $19,598 for the 45–55 age group at 60 months. Similarly, for those who experienced neutropenia, the mean total PPPM ranged from $10,593 for the 65–74 age group at 60 months to $21,784 for the 45–54 age group at 12 months. Conclusions: These methods show that it is possible to make PPPM costs easily available without data science, clinical, or programming knowledge with interactive, visual analytics. The results showed that in general PPPM costs are higher for younger patients overall and among those who experience leukopenia or neutropenia. This is likely due to the practice to aggressively treat younger patients.
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Journal of Drug Assessment
Journal of Drug Assessment PHARMACOLOGY & PHARMACY-
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