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Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records
BACKGROUND: The Norwegian Trauma Registry (NTR) is designed to monitor and improve the quality and outcome of trauma care delivered by Norwegian trauma hospitals. Patient care is evaluated through specific quality indicators, which are constructed of variables reported to the registry by certified r...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521548/ https://www.ncbi.nlm.nih.gov/pubmed/37752614 http://dx.doi.org/10.1186/s13049-023-01118-5 |
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author | Naberezhneva, N Uleberg, Oddvar Dahlhaug, M Giil-Jensen, V Ringdal, K G Røise, O |
author_facet | Naberezhneva, N Uleberg, Oddvar Dahlhaug, M Giil-Jensen, V Ringdal, K G Røise, O |
author_sort | Naberezhneva, N |
collection | PubMed |
description | BACKGROUND: The Norwegian Trauma Registry (NTR) is designed to monitor and improve the quality and outcome of trauma care delivered by Norwegian trauma hospitals. Patient care is evaluated through specific quality indicators, which are constructed of variables reported to the registry by certified registrars. Having high-quality data recorded in the registry is essential for the validity, trust and use of data. This study aims to perform a data quality check of a subset of core data elements in the registry by assessing agreement between data in the NTR and corresponding data in electronic patient records (EPRs). METHODS: We validated 49 of the 118 variables registered in the NTR by comparing those with the corresponding ones in electronic patient records for 180 patients with a trauma diagnosis admitted in 2019 at eight public hospitals. Agreement was quantified by calculating observed agreement, Cohen’s Kappa and Gwet’s first agreement coefficient (AC(1)) with 95% confidence intervals (CIs) for 27 nominal variables, quadratic weighted Cohen’s Kappa and Gwet’s second agreement coefficient (AC(2)) for five ordinal variables. For nine continuous, one date and seven time variables, we calculated intraclass correlation coefficient (ICC). RESULTS: Almost perfect agreement (AC(1) /AC(2)/ ICC > 0.80) was observed for all examined variables. Nominal and ordinal variables showed Gwet’s agreement coefficients ranging from 0.85 (95% CI: 0.79–0.91) to 1.00 (95% CI: 1.00–1.00). For continuous and time variables there were detected high values of intraclass correlation coefficients (ICC) between 0.88 (95% CI: 0.83–0.91) and 1.00 (CI 95%: 1.00–1.00). While missing values in both the NTR and EPRs were in general negligeable, we found a substantial amount of missing registrations for a continuous “Base excess” in the NTR. For some of the time variables missing values both in the NTR and EPRs were high. CONCLUSION: All tested variables in the Norwegian Trauma Registry displayed excellent agreement with the corresponding variables in electronic patient records. Variables in the registry that showed missing data need further examination. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13049-023-01118-5. |
format | Online Article Text |
id | pubmed-10521548 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105215482023-09-27 Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records Naberezhneva, N Uleberg, Oddvar Dahlhaug, M Giil-Jensen, V Ringdal, K G Røise, O Scand J Trauma Resusc Emerg Med Original Research BACKGROUND: The Norwegian Trauma Registry (NTR) is designed to monitor and improve the quality and outcome of trauma care delivered by Norwegian trauma hospitals. Patient care is evaluated through specific quality indicators, which are constructed of variables reported to the registry by certified registrars. Having high-quality data recorded in the registry is essential for the validity, trust and use of data. This study aims to perform a data quality check of a subset of core data elements in the registry by assessing agreement between data in the NTR and corresponding data in electronic patient records (EPRs). METHODS: We validated 49 of the 118 variables registered in the NTR by comparing those with the corresponding ones in electronic patient records for 180 patients with a trauma diagnosis admitted in 2019 at eight public hospitals. Agreement was quantified by calculating observed agreement, Cohen’s Kappa and Gwet’s first agreement coefficient (AC(1)) with 95% confidence intervals (CIs) for 27 nominal variables, quadratic weighted Cohen’s Kappa and Gwet’s second agreement coefficient (AC(2)) for five ordinal variables. For nine continuous, one date and seven time variables, we calculated intraclass correlation coefficient (ICC). RESULTS: Almost perfect agreement (AC(1) /AC(2)/ ICC > 0.80) was observed for all examined variables. Nominal and ordinal variables showed Gwet’s agreement coefficients ranging from 0.85 (95% CI: 0.79–0.91) to 1.00 (95% CI: 1.00–1.00). For continuous and time variables there were detected high values of intraclass correlation coefficients (ICC) between 0.88 (95% CI: 0.83–0.91) and 1.00 (CI 95%: 1.00–1.00). While missing values in both the NTR and EPRs were in general negligeable, we found a substantial amount of missing registrations for a continuous “Base excess” in the NTR. For some of the time variables missing values both in the NTR and EPRs were high. CONCLUSION: All tested variables in the Norwegian Trauma Registry displayed excellent agreement with the corresponding variables in electronic patient records. Variables in the registry that showed missing data need further examination. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13049-023-01118-5. BioMed Central 2023-09-26 /pmc/articles/PMC10521548/ /pubmed/37752614 http://dx.doi.org/10.1186/s13049-023-01118-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Original Research Naberezhneva, N Uleberg, Oddvar Dahlhaug, M Giil-Jensen, V Ringdal, K G Røise, O Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title | Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title_full | Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title_fullStr | Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title_full_unstemmed | Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title_short | Excellent agreement of Norwegian trauma registry data compared to corresponding data in electronic patient records |
title_sort | excellent agreement of norwegian trauma registry data compared to corresponding data in electronic patient records |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521548/ https://www.ncbi.nlm.nih.gov/pubmed/37752614 http://dx.doi.org/10.1186/s13049-023-01118-5 |
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