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Physician adoption of electronic health records: a visualisation of the role of provider and state characteristics in incentive programme participation

机译:医生采用电子健康记录:提供者和州特征在奖励计划参与中的作用的可视化

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The United States has been lagging behind other developed nations in electronic health record implementation. To encourage electronic health record adoption, in 2011, the Centers for Medicare & Medicaid Services created meaningful use and incentive programmes which offer providers and hospitals financial incentives for meeting certain guidelines and adopting the electronic health record. The objective of the study was to analyse the role of provider and state characteristics in provider time of adoption of the electronic health record. We started with the Centers for Medicare & Medicaid public use file of payments to providers from 2011 through 2014 (N = 523,371). We merged the preceding with publicly available databases consisting of the provider's specialty and the characteristics of the state within which the provider practices--chronic disease rate, urban area percentage, median income, median age, minority percentage and political affiliation. Additionally, we collected publicly available provider age data for a subset in our database. We produced visual analytics in Tableau, a visualisation software, to represent the impact of provider and state characteristics. Family medicine physicians and internists were the most active in all stages of adoption. Providers in their forties and fifties were earlier in adoption of the electronic health record. Providers in blue states, whose political affiliation is democratic, were ahead in electronic health record implementation. Providers in states with higher median income and age were also earlier. The impact of chronic disease rate and minority percentage was in the opposite direction. Later adopters of the electronic health record were in states with higher chronic disease rate (that is, three out of four chronic disease rates studied) and higher minority populations. Regional Extension Centers are instrumental within states in supporting providers in their adoption of health information technology. Utilising better strategies focusing on timing and diffusion of new health information technology to underprivileged areas can improve healthcare and reduce inequities in patient care.
机译:在电子健康记录的实施方面,美国一直落后于其他发达国家。为了鼓励采用电子病历,2011年,美国医疗保险和医疗补助服务中心制定了有意义的使用和激励计划,向提供者和医院提供经济诱因,以达到某些准则并采用电子病历。该研究的目的是分析提供者在采用电子病历时的作用和状态特征。我们从2011年到2014年的医疗服务和医疗补助中心向提供者付款的公共用途档案开始(N = 523,371)。我们将上述内容与由提供者的专业知识和提供者所从事的州的特征组成的公共可用数据库进行了合并-慢性病发病率,城市地区百分比,中位数收入,中位数年龄,少数族裔百分比和政治背景。此外,我们收集了数据库中子集的公开提供者年龄数据。我们在Tableau(一种可视化软件)中进行了可视化分析,以表示提供者和州特征的影响。家庭医学医师和内科医生在收养的所有阶段都是最活跃的。 40多岁和50多岁的医疗提供者采用电子健康记录的时间较早。政治状态为民主的蓝色州的医疗服务提供者在电子病历实施方面处于领先地位。收入中位数和年龄较高的州的医疗服务提供者也更早。慢性病发病率和少数族裔百分比的影响方向相反。电子健康记录的后来采用者处于那些慢性病发病率较高(即所研究的四种慢性病发病率中的三分之三)且少数民族人口较多的州。区域扩展中心在州内有助于支持提供商采用健康信息技术。利用更好的策略来关注新的健康信息技术的时机和向贫困地区的传播,可以改善医疗保健并减少患者护理中的不平等现象。

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