[HTML][HTML] Data quality in health research: integrative literature review

FA Bernardi, D Alves, N Crepaldi, DB Yamada… - Journal of Medical …, 2023 - jmir.org
Background Decision-making and strategies to improve service delivery must be supported
by reliable health data to generate consistent evidence on health status. The data quality …

Automating electronic health record data quality assessment

O Ozonze, PJ Scott, AA Hopgood - Journal of Medical Systems, 2023 - Springer
Abstract Information systems such as Electronic Health Record (EHR) systems are
susceptible to data quality (DQ) issues. Given the growing importance of EHR data, there is …

Das AKTIN-Notaufnahmeregister–kontinuierlich aktuelle Daten aus der Akutmedizin: Ergebnisse des Registeraufbaus und erste Datenauswertungen aus 15 …

D Brammen, F Greiner, M Kulla, R Otto… - Medizinische Klinik …, 2020 - pmc.ncbi.nlm.nih.gov
Hintergrund Die Notfallversorgung befindet sich im Umbruch. In Notaufnahmen werden
Patienten ausgehend von Symptomen und Dringlichkeit versorgt; dies bildet sich jedoch in …

AKTIN–The German Emergency Department Data Registry–real-time data from emergency medicine: Implementation and first results from 15 emergency departments …

D Brammen, F Greiner, M Kulla, R Otto… - Medizinische Klinik …, 2022 - Springer
Abstract Background Emergency care in Germany is in transition. Emergency departments
(EDs) treat their patients based on symptoms and acuity. However, this perspective is not …

A method for interoperable knowledge-based data quality assessment

E Tute, I Scheffner, M Marschollek - BMC medical informatics and decision …, 2021 - Springer
Background Assessing the quality of healthcare data is a complex task including the
selection of suitable measurement methods (MM) and adequately assessing their results …

[HTML][HTML] What you need to know before implementing a clinical research data warehouse: comparative review of integrated data repositories in health care institutions

KK Gagalova, MAL Elizalde… - JMIR formative …, 2020 - formative.jmir.org
Background: Integrated data repositories (IDRs), also referred to as clinical data
warehouses, are platforms used for the integration of several data sources through …

Linking a consortium-wide data quality assessment tool with the MIRACUM metadata repository

LA Kapsner, JM Mang, S Mate… - Applied Clinical …, 2021 - thieme-connect.com
Background Many research initiatives aim at using data from electronic health records
(EHRs) in observational studies. Participating sites of the German Medical Informatics …

Improving data quality in medical research: a monitoring architecture for clinical and translational data warehouses

H Spengler, I Gatz, F Kohlmayer… - 2020 IEEE 33rd …, 2020 - ieeexplore.ieee.org
Clinical and translational data warehouses are important infrastructure building blocks for
modern data-driven approaches in medical research. These analytics-oriented databases …

[HTML][HTML] Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study

Z Hu, A Wang, Y Duan, J Zhou, W Hu… - JMIR Medical …, 2024 - medinform.jmir.org
Background Data element repositories facilitate high-quality medical data sharing by
standardizing data and enhancing semantic interoperability. However, the application of …

Data quality assurance practices in research data repositories—A systematic literature review. An Annual Review of Information Science and Technology (ARIST) …

B Stvilia, Y Pang, DJ Lee… - Journal of the Association …, 2025 - Wiley Online Library
Data quality issues can significantly hinder research reproducibility, data sharing, and reuse.
At the forefront of addressing data quality issues are research data repositories (RDRs). This …