Thomas Jefferson University School of Population Health, Philadelphia, Pennsylvania, USA.
Popul Health Manag. 2010 Jun;13(3):139-50. doi: 10.1089/pop.2009.0036.
The study objective was to facilitate investigations by assessing the external validity and generalizability of the Centricity Electronic Medical Record (EMR) database and analytical results to the US population using the National Ambulatory Medical Care Survey (NAMCS) data and results as an appropriate validation resource. Demographic and diagnostic data from the NAMCS were compared to similar data from the Centricity EMR database, and the impact of the different methods of data collection was analyzed. Compared to NAMCS survey data on visits, Centricity EMR data shows higher proportions of visits by younger patients and by females. Other comparisons suggest more acute visits in Centricity and more chronic visits in NAMCS. The key finding from the Centricity EMR is more visits for the 13 chronic conditions highlighted in the NAMCS survey, with virtually all comparisons showing higher proportions in Centricity. Although data and results from Centricity and NAMCS are not perfectly comparable, once techniques are employed to deal with limitations, Centricity data appear more sensitive in capturing diagnoses, especially chronic diagnoses. Likely explanations include differences in data collection using the EMR versus the survey, particularly more comprehensive medical documentation requirements for the Centricity EMR and its inclusion of laboratory results and medication data collected over time, compared to the survey, which focused on the primary reason for that visit. It is likely that Centricity data reflect medical problems more accurately and provide a more accurate estimate of the distribution of diagnoses in ambulatory visits in the United States. Further research should address potential methodological approaches to maximize the validity and utility of EMR databases.
本研究旨在通过评估 Centricity 电子病历 (EMR) 数据库的外部有效性和可推广性,并使用国家门诊医疗保健调查 (NAMCS) 数据和结果作为适当的验证资源,将分析结果推广到美国人群。将 NAMCS 的人口统计学和诊断数据与 Centricity EMR 数据库中的类似数据进行比较,并分析不同数据收集方法的影响。与 NAMCS 关于就诊的调查数据相比,Centricity EMR 数据显示出年轻患者和女性就诊的比例更高。其他比较表明 Centricity 的就诊更急性,而 NAMCS 的就诊更慢性。Centricity EMR 的主要发现是,与 NAMCS 调查中突出的 13 种慢性疾病相比,就诊次数更多,几乎所有比较都表明 Centricity 的比例更高。尽管 Centricity 和 NAMCS 的数据和结果不完全可比,但一旦采用技术来处理局限性,Centricity 数据在捕捉诊断方面似乎更敏感,尤其是慢性诊断。可能的解释包括使用 EMR 与调查进行数据收集的差异,特别是 Centricity EMR 对医疗记录的要求更全面,包括随时间收集的实验室结果和药物数据,而调查则侧重于该就诊的主要原因。Centricity 数据可能更准确地反映医疗问题,并提供更准确的美国门诊就诊诊断分布估计。进一步的研究应该解决潜在的方法学方法,以最大限度地提高 EMR 数据库的有效性和实用性。