Amoah Aurora O, Angell Sonia Y, Byrnes-Enoch Hannah, Amirfar Sam, Maa Phoenix, Wang Jason J
Primary Care Information Project (PCIP) Division of Prevention and Primary Care New York City Department of Health and Mental Hygiene (NYCDOHMH), United States.
Prev Med Rep. 2017 Apr 26;6:369-375. doi: 10.1016/j.pmedr.2017.04.007. eCollection 2017 Jun.
Electronic health records (EHRs) provide timely access to millions of patient data records while limiting errors associated with manual data extraction. To demonstrate these advantages of EHRs to public health practice, we examine the ability of a EHR calculated blood-pressure (BP) measure to replicate seasonal variation as reported by prior studies that used manual data extraction. Our sample included 609 primary-care practices in New York City. BP control among hypertensives was defined as systolic blood pressure of 140 or less and diastolic blood pressure of 90 or less (BP < 140/90 mm Hg). An innovative query-distribution system was used to extract monthly BP control values from the EHRs of adult patients diagnosed with hypertension over a 25-month period. Generalized estimating equations were used to compare the association between seasonal temperature variations and BP control rates at the practice level, while adjusting for known demographic factors (age, gender), comorbid diseases (diabetes) associated with blood pressure, and months since EHR implementation. BP control rates increased gradually from the spring months to peak summer months before declining in the fall months. In addition to seasonal variation, the adjusted model showed that a 1% increase in patients with a diabetic comorbidity is associated with an increase of 3% (OR 1.03; CI 1.028-1.032) on the BP measure. Our findings identified cyclic trends in BP control and highlighted greater association with increased proportion of diabetic patients, therefore confirming the ability of the EHR as a tool for measuring population health outcomes.
电子健康记录(EHRs)能及时获取数百万患者的数据记录,同时减少与手动数据提取相关的错误。为了向公共卫生实践展示电子健康记录的这些优势,我们研究了电子健康记录计算得出的血压(BP)测量值复制先前使用手动数据提取的研究报告的季节性变化的能力。我们的样本包括纽约市的609家初级保健机构。高血压患者的血压控制定义为收缩压140或更低且舒张压90或更低(BP < 140/90 mmHg)。使用一种创新的查询分配系统从25个月期间被诊断患有高血压的成年患者的电子健康记录中提取每月的血压控制值。在调整已知的人口统计学因素(年龄、性别)、与血压相关的合并疾病(糖尿病)以及电子健康记录实施后的月份数后,使用广义估计方程来比较实践层面季节性温度变化与血压控制率之间的关联。血压控制率从春季月份逐渐上升至夏季峰值月份,然后在秋季月份下降。除了季节性变化外,调整后的模型显示,糖尿病合并症患者增加1%与血压测量值增加3%相关(OR 1.03;CI 1.028 - 1.032)。我们的研究结果确定了血压控制中的周期性趋势,并突出了与糖尿病患者比例增加的更大关联,从而证实了电子健康记录作为衡量人群健康结果工具的能力。