Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research

NG Weiskopf, C Weng - Journal of the American Medical …, 2013 - academic.oup.com
… of EHR data quality, to remain aware of the task-dependence of data quality, to integrate work
on data quality assessment … driven, statistically based methods of data quality assessment. …

[HTML][HTML] A harmonized data quality assessment terminology and framework for the secondary use of electronic health record data

MG Kahn, TJ Callahan, J Barnard, AE Bauck, J Brown… - Egems, 2016 - ncbi.nlm.nih.gov
… and terminology to develop reusable data quality assessment and reporting methods. …
transparent reporting of data quality assessment results for observational healthcare data. eGEMs (…

[HTML][HTML] A data quality assessment guideline for electronic health record data reuse

NG Weiskopf, S Bakken, G Hripcsak, C Weng - Egems, 2017 - ncbi.nlm.nih.gov
… Second, we mapped methods of data quality assessment to the data quality constructs for
which they are appropriate. Finally, we mapped the data quality assessment methods to the …

A rule-based data quality assessment system for electronic health record data

Z Wang, JR Talburt, N Wu, S Dagtas… - Applied clinical …, 2020 - thieme-connect.com
… study to assess the ability of rules-based data quality assessment to identify data errors of
… feasibility and potential benefit of data quality assessment and management in health care: …

Data quality assessment framework to assess electronic medical record data for use in research

AP Reimer, A Milinovich, EA Madigan - International journal of medical …, 2016 - Elsevier
… of guiding initial data quality assessment when matching multiple data sources regardless of
… analysis of a longitudinal data repository of electronic health record data that illustrates the …

A pragmatic framework for single-site and multisite data quality assessment in electronic health record-based clinical research

MG Kahn, MA Raebel, JM Glanz, K Riedlinger… - Medical care, 2012 - journals.lww.com
… We propose a “fit-for-use” conceptual model for data quality assessment and a process
model for planning and conducting single-site and multisite data quality assessments. These …

Data quality in electronic health records research: quality domains and assessment methods

SL Feder - Western journal of nursing research, 2018 - journals.sagepub.com
… problems pertaining to data quality may arise when EHR data are used … data quality and
approaches for quality appraisal in EHR research. Common data quality domains include data

A review of data quality assessment methods for public health information systems

H Chen, D Hailey, N Wang, P Yu - … research and public health, 2014 - mdpi.com
data are obtained from individual health records … of data quality are embedded in the
lifecycle of public health practice, we propose a conceptual framework for data quality assessment

Systematic data quality assessment of electronic health record data to evaluate study-specific fitness: Report from the PRESERVE research study

H Razzaghi, A Goodwin Davies, S Boss… - … Digital Health, 2024 - journals.plos.org
… This effort, which we term data quality assessment (DQA), currently varies … data quality
assessment that is based on principles from informatics theory and practices from healthcare

Conversion and data quality assessment of electronic health record data at a Korean tertiary teaching hospital to a common data model for distributed network …

D Yoon, EK Ahn, MY Park, SY Cho… - Healthcare …, 2016 - synapse.koreamed.org
… , and the visualization of observational health data [2]. ACHILLES … data quality, named
Achilles Heel. Achilles Heel issued 36 errors and 13 warnings from our initial AUSOM data. We …