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Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry
BACKGROUND: Large registries are important data sources in epidemiological studies of shock, if these registries are valid. Therefore, we examined the positive predictive value (PPV) of diagnosis codes for shock, the procedure codes for inotropic/vasopressor therapy among patients with a diagnosis o...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4373092/ https://www.ncbi.nlm.nih.gov/pubmed/25888061 http://dx.doi.org/10.1186/s12874-015-0013-2 |
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author | Lauridsen, Marie Dam Gammelager, Henrik Schmidt, Morten Nielsen, Henrik Christiansen, Christian Fynbo |
author_facet | Lauridsen, Marie Dam Gammelager, Henrik Schmidt, Morten Nielsen, Henrik Christiansen, Christian Fynbo |
author_sort | Lauridsen, Marie Dam |
collection | PubMed |
description | BACKGROUND: Large registries are important data sources in epidemiological studies of shock, if these registries are valid. Therefore, we examined the positive predictive value (PPV) of diagnosis codes for shock, the procedure codes for inotropic/vasopressor therapy among patients with a diagnosis of shock, and the combination of a shock diagnosis and a code for inotropic/vasopressor therapy in the Danish National Patient Registry (DNPR). METHODS: We randomly selected 190 inpatients with an International Classification of Diseases, 10(th) revision (ICD-10) diagnosis of shock at Aarhus University Hospital from 2005–2012 using the DNPR; 50 patients were diagnosed with cardiogenic shock, 40 patients with hypovolemic shock, and 100 patients with septic shock. We used medical charts as the reference standard and calculated the PPV with 95% confidence intervals (CI) for overall shock and for each type of shock separately. We also examined the PPV for inotropic/vasopressor therapy and the PPV for shock when a concurrent code for inotropic/vasopressor therapy was also registered. RESULTS: The PPV was 86.1% (95% CI: 79.7–91.1) for shock overall, 93.5% (95% CI: 82.1–98.6) for cardiogenic shock, 70.6% (95% CI: 52.5–84.9) for hypovolemic shock, and 69.2% (95% CI: 57.7–79.2) for septic shock. The PPV of use of inotropes/vasopressors among shock patients was 88.9% (95% CI: 79.3–95.1). When both a shock code and a procedure code for inotropic/vasopressor therapy were used, the PPV for shock overall was 93.1% (95% CI: 84.5–97.7). ICD-10 codes for subtypes of shock and simultaneously registered use of inotropes/vasopressors provided PPVs of 96.0% (95% CI: 79.6–99.9) for cardiogenic shock, 69.2% (95% CI: 38.6–90.9) for hypovolemic shock, and 82.4% (95% CI: 65.5–93.2) for septic shock. CONCLUSIONS: Overall, we found a moderately high PPV for shock in the DNPR. The PPV was highest for cardiogenic shock but lower for hypovolemic and septic shock. Combination diagnoses of shock with codes for inotropic/vasopressor therapy further increased the PPV of shock overall, and for cardiogenic and septic shock diagnoses. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12874-015-0013-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4373092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43730922015-03-26 Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry Lauridsen, Marie Dam Gammelager, Henrik Schmidt, Morten Nielsen, Henrik Christiansen, Christian Fynbo BMC Med Res Methodol Research Article BACKGROUND: Large registries are important data sources in epidemiological studies of shock, if these registries are valid. Therefore, we examined the positive predictive value (PPV) of diagnosis codes for shock, the procedure codes for inotropic/vasopressor therapy among patients with a diagnosis of shock, and the combination of a shock diagnosis and a code for inotropic/vasopressor therapy in the Danish National Patient Registry (DNPR). METHODS: We randomly selected 190 inpatients with an International Classification of Diseases, 10(th) revision (ICD-10) diagnosis of shock at Aarhus University Hospital from 2005–2012 using the DNPR; 50 patients were diagnosed with cardiogenic shock, 40 patients with hypovolemic shock, and 100 patients with septic shock. We used medical charts as the reference standard and calculated the PPV with 95% confidence intervals (CI) for overall shock and for each type of shock separately. We also examined the PPV for inotropic/vasopressor therapy and the PPV for shock when a concurrent code for inotropic/vasopressor therapy was also registered. RESULTS: The PPV was 86.1% (95% CI: 79.7–91.1) for shock overall, 93.5% (95% CI: 82.1–98.6) for cardiogenic shock, 70.6% (95% CI: 52.5–84.9) for hypovolemic shock, and 69.2% (95% CI: 57.7–79.2) for septic shock. The PPV of use of inotropes/vasopressors among shock patients was 88.9% (95% CI: 79.3–95.1). When both a shock code and a procedure code for inotropic/vasopressor therapy were used, the PPV for shock overall was 93.1% (95% CI: 84.5–97.7). ICD-10 codes for subtypes of shock and simultaneously registered use of inotropes/vasopressors provided PPVs of 96.0% (95% CI: 79.6–99.9) for cardiogenic shock, 69.2% (95% CI: 38.6–90.9) for hypovolemic shock, and 82.4% (95% CI: 65.5–93.2) for septic shock. CONCLUSIONS: Overall, we found a moderately high PPV for shock in the DNPR. The PPV was highest for cardiogenic shock but lower for hypovolemic and septic shock. Combination diagnoses of shock with codes for inotropic/vasopressor therapy further increased the PPV of shock overall, and for cardiogenic and septic shock diagnoses. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12874-015-0013-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-20 /pmc/articles/PMC4373092/ /pubmed/25888061 http://dx.doi.org/10.1186/s12874-015-0013-2 Text en © Lauridsen et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Lauridsen, Marie Dam Gammelager, Henrik Schmidt, Morten Nielsen, Henrik Christiansen, Christian Fynbo Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title | Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title_full | Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title_fullStr | Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title_full_unstemmed | Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title_short | Positive predictive value of International Classification of Diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the Danish National Patient Registry |
title_sort | positive predictive value of international classification of diseases, 10(th) revision, diagnosis codes for cardiogenic, hypovolemic, and septic shock in the danish national patient registry |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4373092/ https://www.ncbi.nlm.nih.gov/pubmed/25888061 http://dx.doi.org/10.1186/s12874-015-0013-2 |
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