Jones James Brian, Weiner Jonathan P, Shah Nirav R, Stewart Walter F
Research, Development and Dissemination, Sutter Health, Walnut Creek, CA, United States.
J Med Internet Res. 2015 Feb 20;17(2):e42. doi: 10.2196/jmir.3157.
As providers develop an electronic health record-based infrastructure, patients are increasingly using Web portals to access their health information and participate electronically in the health care process. Little is known about how such portals are actually used.
In this paper, our goal was to describe the types and patterns of portal users in an integrated delivery system.
We analyzed 12 months of data from Web server log files on 2282 patients using a Web-based portal to their electronic health record (EHR). We obtained data for patients with cardiovascular disease and/or diabetes who had a Geisinger Clinic primary care provider and were registered "MyGeisinger" Web portal users. Hierarchical cluster analysis was applied to longitudinal data to profile users based on their frequency, intensity, and consistency of use. User types were characterized by basic demographic data from the EHR.
We identified eight distinct portal user groups. The two largest groups (41.98%, 948/2258 and 24.84%, 561/2258) logged into the portal infrequently but had markedly different levels of engagement with their medical record. Other distinct groups were characterized by tracking biometric measures (10.54%, 238/2258), sending electronic messages to their provider (9.25%, 209/2258), preparing for an office visit (5.98%, 135/2258), and tracking laboratory results (4.16%, 94/2258).
There are naturally occurring groups of EHR Web portal users within a population of adult primary care patients with chronic conditions. More than half of the patient cohort exhibited distinct patterns of portal use linked to key features. These patterns of portal access and interaction provide insight into opportunities for electronic patient engagement strategies.
随着医疗服务提供者建立基于电子健康记录的基础设施,患者越来越多地使用网络门户来获取自己的健康信息并以电子方式参与医疗保健过程。对于此类门户的实际使用方式,人们知之甚少。
在本文中,我们的目标是描述综合医疗服务系统中门户用户的类型和模式。
我们分析了2282名使用基于网络的门户访问其电子健康记录(EHR)的患者的网络服务器日志文件中的12个月数据。我们获取了患有心血管疾病和/或糖尿病、在盖辛格诊所拥有初级保健医生且注册为“MyGeisinger”网络门户用户的数据。应用分层聚类分析对纵向数据进行分析,以根据用户的使用频率、强度和一致性来描绘用户特征。用户类型通过电子健康记录中的基本人口统计学数据来表征。
我们确定了八个不同的门户用户群体。两个最大的群体(41.98%,948/2258和24.84%,561/2258)很少登录门户,但与他们的病历的互动程度明显不同。其他不同的群体的特征是跟踪生物特征测量数据(10.54%,238/2258)、向他们的医疗服务提供者发送电子信息(9.25%,209/2258)、为门诊就诊做准备(5.98%,135/2258)以及跟踪实验室检查结果(4.16%,94/2258)。
在患有慢性病的成年初级保健患者群体中,自然存在电子健康记录网络门户用户群体。超过一半的患者队列表现出与关键特征相关联的不同门户使用模式。这些门户访问和互动模式为电子患者参与策略的机会提供了见解。