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      Reducing Unnecessary Antibiotic Treatment for Acute Bronchitis Using Real-Time, Text-Based Primary Care

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          Abstract

          Objective

          Reducing antibiotic overuse is a point of emphasis of the Centers for Disease Control and Prevention. Inappropriate use of antibiotics is cited as a key driver of antibiotic resistance. 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 real-time, text-based 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 were evaluated and treated using real-time, text-based care. Cases in which patients were diagnosed with “acute bronchitis/bronchiolitis” between December 1, 2019 and November 30, 2020 were analyzed. Visits were categorized by whether systemic antibiotics were or were not given.

          Setting

          This telemedicine provider provides service to patients ages 1 and above in all 50 states and the District of Columbia. The cohort that is present was drawn from that population.

          Participants

          A total of 1,238 consecutive patients ages 18–64 who presented for medical care during the time period.

          Interventions

          This is a retrospective cohort. No direct intervention was undertaken. Patients received standard care for the evaluation and treatment of upper respiratory symptoms.

          Main Outcome Measures

          The results are presented as descriptive statistics with demographic information and compared to published reports of appropriate 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

          Real-time text-based care 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.

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          Most cited references12

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          Understanding the mechanisms and drivers of antimicrobial resistance.

          To combat the threat to human health and biosecurity from antimicrobial resistance, an understanding of its mechanisms and drivers is needed. Emergence of antimicrobial resistance in microorganisms is a natural phenomenon, yet antimicrobial resistance selection has been driven by antimicrobial exposure in health care, agriculture, and the environment. Onward transmission is affected by standards of infection control, sanitation, access to clean water, access to assured quality antimicrobials and diagnostics, travel, and migration. Strategies to reduce antimicrobial resistance by removing antimicrobial selective pressure alone rely upon resistance imparting a fitness cost, an effect not always apparent. Minimising resistance should therefore be considered comprehensively, by resistance mechanism, microorganism, antimicrobial drug, host, and context; parallel to new drug discovery, broad ranging, multidisciplinary research is needed across these five levels, interlinked across the health-care, agriculture, and environment sectors. Intelligent, integrated approaches, mindful of potential unintended results, are needed to ensure sustained, worldwide access to effective antimicrobials.
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            Prevalence of Inappropriate Antibiotic Prescriptions Among US Ambulatory Care Visits, 2010-2011.

            The National Action Plan for Combating Antibiotic-Resistant Bacteria set a goal of reducing inappropriate outpatient antibiotic use by 50% by 2020, but the extent of inappropriate outpatient antibiotic use is unknown.
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              Appropriate Antibiotic Use for Acute Respiratory Tract Infection in Adults: Advice for High-Value Care From the American College of Physicians and the Centers for Disease Control and Prevention.

              Acute respiratory tract infection (ARTI) is the most common reason for antibiotic prescription in adults. Antibiotics are often inappropriately prescribed for patients with ARTI. This article presents best practices for antibiotic use in healthy adults (those without chronic lung disease or immunocompromising conditions) presenting with ARTI.
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                Author and article information

                Journal
                TMT
                Telehealth and Medicine Today
                Partners in Digital Health
                2471-6960
                26 July 2021
                2021
                : 6
                : 10.30953/tmt.v6.272
                Affiliations
                98point6, Seattle, WA, USA
                Author notes
                Corresponding Author: David McCune, dmccune@ 12345698point6.com
                Article
                272
                10.30953/tmt.v6.272
                399ed41d-3771-4608-8701-01bfd497de56
                © 2021 David McCune

                This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License ( https://creativecommons.org/licenses/by-nc/4.0/), allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material for any purpose, even commercially, provided the original work is properly cited and states its license.

                History
                Categories
                Health IT

                Social & Information networks,General medicine,General life sciences,Health & Social care,Public health,Hardware architecture
                Telemedicine ,Machine Learning,Bronchitis,Primary Care,Antibiotic Stewardship

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