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Using electronic health records to predict costs and outcomes in stable coronary artery disease

机译:使用电子健康记录来预测稳定冠状动脉疾病的成本和结果

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摘要

Objectives To use electronic health records (EHR) to predict lifetime costs and health outcomes of patients with stable coronary artery disease (stable-CAD) stratified by their risk of future cardiovascular events, and to evaluate the cost-effectiveness of treatments targeted at these populations. Methods The analysis was based on 94 966 patients with stable-CAD in England between 2001 and 2010, identified in four prospectively collected, linked EHR sources. Markov modelling was used to estimate lifetime costs and quality-adjusted life years (QALYs) stratified by baseline cardiovascular risk. Results For the lowest risk tenth of patients with stable-CAD, predicted discounted remaining lifetime healthcare costs and QALYs were £62 210 (95% Cl £33 724 to £90 043) and 12.0 (95% Cl 11.5 to 12.5) years, respectively. For the highest risk tenth of the population, the equivalent costs and QALYs were £35 549 (95% Cl £31 679 to £39 615) and 2.9 (95% Cl 2.6 to 3.1) years, respectively. A new treatment with a hazard reduction of 20% for myocardial infarction, stroke and cardiovascular disease death and no side-effects would be cost-effective if priced below £72 per year for the lowest risk patients and £646 per year for the highest risk patients. Conclusions Existing EHRs may be used to estimate lifetime healthcare costs and outcomes of patients with stable-CAD. The stable-CAD model developed in this study lends itself to informing decisions about commissioning, pricing and reimbursement. At current prices, to be cost-effective some established as well as future stable-CAD treatments may require stratification by patient risk.
机译:目的使用电子健康记录(EHR)来预测按未来心血管事件风险分层的稳定型冠状动脉疾病(stable-CAD)患者的终生成本和健康结果,并评估针对这些人群的治疗的成本效益。方法该分析是基于2001年至2010年在英格兰的94 966例稳定CAD患者中进行的,该患者在四个前瞻性收集的,相关的EHR来源中进行了鉴定。马尔可夫模型用于估计按基线心血管风险分层的终生成本和质量调整生命年(QALYs)。结果对于稳定CAD风险最低的十分之一患者,预计折现的剩余终生医疗费用和QALYs分别为62210英镑(95%Cl 33724到900043英镑)和12.0(95%Cl 11.5到12.5)年。 。对于十分之一的最高风险人群,等效成本和QALYs分别为35 549年(95%Cl 31679到39615英镑)和2.9年(95%Cl 2.6到3.1)。如果价格最低的患者每年的费用低于72英镑,风险最高的患者每年的费用低于646英镑,那么一种新的疗法可将心肌梗塞,中风和心血管疾病的死亡风险降低20%,并且没有副作用,将具有成本效益。耐心。结论现有的EHR可以用于估计CAD稳定患者的终生医疗保健费用和结局。本研究中开发的稳定CAD模型有助于告知有关调试,定价和报销的决策。以目前的价格,为了具有成本效益,某些既定的以及未来的稳定CAD治疗可能需要根据患者风险进行分层。

著录项

  • 来源
    《Heart》 |2016年第10期|755-762|共8页
  • 作者单位

    Centre for Health Economics, University of York, Alcuin A Block, Heslington, York YO10 5DD, UK;

    Centre for Health Economics, University of York, York, UK;

    Centre for Health Economics, University of York, York, UK;

    Faculty of Medicine and Health, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK;

    Farr Institute of Health Informatics Research, UCL Institute of Health Informatics, University College, London, UK;

    Department of Health Sciences, University of Leicester, Leicester, UK;

    Department of Health Sciences, University of Leicester, Leicester, UK;

    Centre for Health Economics, University of York, York, UK;

    NIHR Biomedical Research Unit, Barts and the London NHS Trust, London, UK;

    Farr Institute of Health Informatics Research, UCL Institute of Health Informatics, University College, London, UK;

    Centre for Health Economics, University of York, York, UK;

  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 01:32:52

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