Reducing Unnecessary Antibiotic Treatment for Acute Bronchitis Using Virtual Primary Care

D. McCune, James Pellegrin, Anshul Sachdeva, Roxana Cham, Jessica Sollaccio, Sandra Giramahoro Coyne, M. Stewart
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引用次数: 1

Abstract

Objective: Reducing antibiotic overuse is a point of emphasis of the Centers for Disease Control and Prevention (CDC). Despite this, both telemedicine and traditional in-person medical care struggle to meet national guidelines. This study evaluates antibiotic prescribing practices at 98point6, a Seattle-based provider of virtual primary care. This paper reviews a novel combination of machine learning with a physician-led virtual platform and smartphone interface to exceed published benchmarks for the avoidance of antibiotics in the treatment of bronchitis.   Design: This retrospective cohort study looks at patients ages 18–64 who presented to 98point6 with “acute bronchitis/bronchiolitis” diagnosed between December 1, 2019 and November 30, 2020. Visits were categorized by whether systemic antibiotics were or were not given. Cases in which systemic antibiotics were given were categorized as “broad spectrum” or “narrow spectrum”. The results are presented as descriptive statistics with demographic information and compared to published reports of antibiotic use for the treatment of bronchitis.   Results: Of the 1,238 visits with a bronchitis/bronchiolitis diagnosis, 99 (8.0%) were treated with prescribed systemic antibiotics. The rate of antibiotic avoidance of 92.0% compares favorably with published benchmarks from the National Committee for Quality Assurance and is significantly lower than rates in previously published samples for telemedicine, primary care and urgent care.   Conclusion: Virtual primary care administered by 98point6 resulted in a high rate of adherence to the established standard for the treatment of bronchitis, greatly exceeding benchmarks and published results from both telemedicine and in-person medical practice.
使用虚拟初级保健减少急性支气管炎不必要的抗生素治疗
目的:减少抗生素的过度使用是美国疾病控制与预防中心(CDC)的一个重点。尽管如此,远程医疗和传统的面对面医疗都在努力满足国家的指导方针。这项研究评估了98point6的抗生素处方实践,98point6是一家总部位于西雅图的虚拟初级保健提供商。本文回顾了机器学习与医生主导的虚拟平台和智能手机界面的新组合,以超越已发布的避免抗生素治疗支气管炎的基准。设计:这项回顾性队列研究调查了在2019年12月1日至2020年11月30日期间诊断为“急性支气管炎/细支气管炎”的18-64岁的98point6患者。就诊按是否给予全身性抗生素进行分类。给予全身性抗生素的病例分为“广谱”和“窄谱”。结果呈现为人口统计信息的描述性统计数据,并与已发表的用于治疗支气管炎的抗生素使用报告进行比较。结果:在1238例诊断为支气管炎/细支气管炎的患者中,99例(8.0%)接受了处方全身抗生素治疗。92.0%的抗生素避免率与国家质量保证委员会公布的基准相比是有利的,并且明显低于以前公布的远程医疗、初级保健和紧急护理样本的比率。结论:由98point6管理的虚拟初级保健导致了对建立的支气管炎治疗标准的高依从率,大大超过了远程医疗和现场医疗实践的基准和公布的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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