Faculty of Human Sciences, Faculty of Medicine and University Hospital Cologne, Institute of Medical Sociology, Health Services Research, and Rehabilitation Science, Chair of Quality Development and Evaluation in Rehabilitation, University of Cologne, Eupener Str. 129, 50933, Cologne, Germany.
Medical Faculty, Unit of Child Health Services Research, Clinic of General Pediatrics, Neonatology and Pediatric Cardiology, University Hospital Düsseldorf, Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany.
BMC Med Inform Decis Mak. 2024 Sep 16;24(1):258. doi: 10.1186/s12911-024-02667-0.
The European health data space promises an efficient environment for research and policy-making. However, this data space is dependent on high data quality. The implementation of electronic medical record systems has a positive impact on data quality, but improvements are not consistent across empirical studies. This study aims to analyze differences in the changes of data quality and to discuss these against distinct stages of the electronic medical record's adoption process.
Paper-based and electronic medical records from three surgical departments were compared, assessing changes in data quality after the implementation of an electronic medical record system. Data quality was operationalized as completeness of documentation. Ten information that must be documented in both record types (e.g. vital signs) were coded as 1 if they were documented, otherwise as 0. Chi-Square-Tests were used to compare percentage completeness of these ten information and t-tests to compare mean completeness per record type.
A total of N = 659 records were analyzed. Overall, the average completeness improved in the electronic medical record, with a change from 6.02 (SD = 1.88) to 7.2 (SD = 1.77). At the information level, eight information improved, one deteriorated and one remained unchanged. At the level of departments, changes in data quality show expected differences.
The study provides evidence that improvements in data quality could depend on the process how the electronic medical record is adopted in the affected department. Research is needed to further improve data quality through implementing new electronical medical record systems or updating existing ones.
欧洲健康数据空间有望为研究和决策制定提供高效的环境。然而,这个数据空间依赖于高质量的数据。电子病历系统的实施对数据质量有积极影响,但在实证研究中,改进并不一致。本研究旨在分析数据质量变化的差异,并根据电子病历采用过程的不同阶段进行讨论。
比较了三个外科部门的纸质病历和电子病历,评估了电子病历系统实施后数据质量的变化。数据质量被操作化为文档的完整性。如果这 10 条信息(如生命体征)记录在两种记录类型中,则将其编码为 1,否则为 0。使用卡方检验比较这 10 条信息的完整百分比,使用 t 检验比较每种记录类型的平均完整率。
共分析了 N = 659 份记录。总体而言,电子病历的平均完整性有所提高,从 6.02(SD = 1.88)提高到 7.2(SD = 1.77)。在信息层面上,有 8 条信息得到了改善,1 条信息恶化,1 条信息保持不变。在部门层面上,数据质量的变化显示出预期的差异。
该研究提供了证据表明,数据质量的提高可能取决于电子病历在受影响部门中采用的过程。需要进一步研究通过实施新的电子病历系统或更新现有系统来提高数据质量。