Department of Information Science and Media studies, University of Bergen, Bergen, Norway.
Institute of Biomedical Informatics, Moi University, Eldoret, Kenya.
PLoS One. 2021 Sep 7;16(9):e0256799. doi: 10.1371/journal.pone.0256799. eCollection 2021.
Health facilities in developing countries are increasingly adopting Electronic Health Records systems (EHRs) to support healthcare processes. However, only limited studies are available that assess the actual use of the EHRs once adopted in these settings. We assessed the state of the 376 KenyaEMR system (national EHRs) implementations in healthcare facilities offering HIV services in Kenya.
The study focused on seven EHRs use indicators. Six of the seven indicators were programmed and packaged into a query script for execution within each KenyaEMR system (KeEMRs) implementation to collect monthly server-log data for each indicator for the period 2012-2019. The indicators included: Staff system use, observations (clinical data volume), data exchange, standardized terminologies, patient identification, and automatic reports. The seventh indicator (EHR variable Completeness) was derived from routine data quality report within the EHRs. Data were analysed using descriptive statistics, and multiple linear regression analysis was used to examine how individual facility characteristics affected the use of the system.
213 facilities spanning 19 counties participated in the study. The mean number of authorized users who actively used the KeEMRs was 18.1% (SD = 13.1%, p<0.001) across the facilities. On average, the volume of clinical data (observations) captured in the EHRs was 3363 (SD = 4259). Only a few facilities(14.1%) had health data exchange capability. 97.6% of EHRs concept dictionary terms mapped to standardized terminologies such as CIEL. Within the facility EHRs, only 50.5% (SD = 35.4%, p< 0.001) of patients had the nationally-endorsed patient identifier number recorded. Multiple regression analysis indicated the need for improvement on the mode of EHRs use of implementation.
The standard EHRs use indicators can effectively measure EHRs use and consequently determine success of the EHRs implementations. The results suggest that most of the EHRs use areas assessed need improvement, especially in relation to active usage of the system and data exchange readiness.
发展中国家的卫生机构越来越多地采用电子健康记录系统(EHRs)来支持医疗保健流程。然而,在这些环境中采用 EHR 后,只有有限的研究评估其实际使用情况。我们评估了肯尼亚提供艾滋病毒服务的医疗机构中 376 个肯尼亚 EMR 系统(国家 EHR)实施的状况。
该研究集中在七个 EHR 使用指标上。七个指标中的六个被编程并打包到一个查询脚本中,以便在每个肯尼亚 EMR 系统(KeEMRs)实施中执行,以收集每个指标的每月服务器日志数据,时间范围为 2012-2019 年。这些指标包括:员工系统使用情况、观察值(临床数据量)、数据交换、标准化术语、患者标识和自动报告。第七个指标(EHR 变量完整性)是从 EHR 中的常规数据质量报告中得出的。使用描述性统计数据进行数据分析,并使用多线性回归分析来检查个别设施特征如何影响系统的使用。
来自 19 个县的 213 家设施参与了这项研究。在这些设施中,平均有 18.1%(SD=13.1%,p<0.001)的授权用户积极使用 KeEMRs。平均而言,EHRs 中捕获的临床数据量(观察值)为 3363(SD=4259)。只有少数设施(14.1%)具有卫生数据交换能力。97.6%的 EHRs 概念字典术语映射到标准化术语,如 CIEL。在设施内的 EHRs 中,只有 50.5%(SD=35.4%,p<0.001)的患者记录了国家认可的患者标识号。多线性回归分析表明,需要改进 EHRs 使用模式。
标准的 EHR 使用指标可以有效地衡量 EHRs 的使用情况,并因此确定 EHRs 实施的成功。结果表明,评估的大多数 EHRs 使用领域需要改进,特别是在系统的积极使用和数据交换准备方面。