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Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database
Background: Big data systems such as diagnosis procedure combination (DPC) datasets have recently been used for research purposes. However, there have been few validation studies to determine the accuracy of diagnoses. The aim of this study was to validate and evaluate 2 diagnoses, namely acute myoc...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Japanese Circulation Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956876/ https://www.ncbi.nlm.nih.gov/pubmed/33738345 http://dx.doi.org/10.1253/circrep.CR-21-0004 |
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author | Nakai, Michikazu Iwanaga, Yoshitaka Sumita, Yoko Kanaoka, Koshiro Kawakami, Rika Ishii, Masanobu Uchida, Keiji Nagano, Nobutaka Nakayama, Takeo Nishimura, Kunihiro Tsuchihashi, Kazufumi Kimura, Kazuo Saito, Yoshihiro Tsujita, Kenichi Ogawa, Hisao Miyamoto, Yoshihiro Yasuda, Satoshi |
author_facet | Nakai, Michikazu Iwanaga, Yoshitaka Sumita, Yoko Kanaoka, Koshiro Kawakami, Rika Ishii, Masanobu Uchida, Keiji Nagano, Nobutaka Nakayama, Takeo Nishimura, Kunihiro Tsuchihashi, Kazufumi Kimura, Kazuo Saito, Yoshihiro Tsujita, Kenichi Ogawa, Hisao Miyamoto, Yoshihiro Yasuda, Satoshi |
author_sort | Nakai, Michikazu |
collection | PubMed |
description | Background: Big data systems such as diagnosis procedure combination (DPC) datasets have recently been used for research purposes. However, there have been few validation studies to determine the accuracy of diagnoses. The aim of this study was to validate and evaluate 2 diagnoses, namely acute myocardial infarction (AMI) and heart failure (HF), using International Classification of Diseases, 10th revision (ICD-10) codes in the Japanese Registry Of All cardiac and vascular Disease (JROAD)-DPC database. Methods and Results: ICD-10 codes I21.0–I21.9 and I50.0–I50.9 were used to identify AMI and HF, respectively, in the JROAD-DPC database. Diagnoses of AMI and HF were validated in clinical datasets assessing sensitivity and positive predictive value (PPV). Over 1–2 years, 742 patients hospitalized for AMI and 1,368 patients hospitalized for HF were identified in the DPC dataset. Sensitivity and PPV for AMI were 78.9% and 78.8%, respectively. When emergency hospitalization was included as a criterion, PPV increased to 84.9%. For HF, sensitivity and PPV were 84.7% and 57.0%, respectively. When emergency hospitalization and acute HF were included as criteria, PPV increased to 83.0%. Conclusions: Using ICD-10 codes for AMI and HF diagnoses among hospitalized patients, the DPC dataset showed acceptable concordance with clinical datasets. PPV increased when any conditions of hospitalization were included, especially in HF. |
format | Online Article Text |
id | pubmed-7956876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Japanese Circulation Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-79568762021-03-17 Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database Nakai, Michikazu Iwanaga, Yoshitaka Sumita, Yoko Kanaoka, Koshiro Kawakami, Rika Ishii, Masanobu Uchida, Keiji Nagano, Nobutaka Nakayama, Takeo Nishimura, Kunihiro Tsuchihashi, Kazufumi Kimura, Kazuo Saito, Yoshihiro Tsujita, Kenichi Ogawa, Hisao Miyamoto, Yoshihiro Yasuda, Satoshi Circ Rep Original article Background: Big data systems such as diagnosis procedure combination (DPC) datasets have recently been used for research purposes. However, there have been few validation studies to determine the accuracy of diagnoses. The aim of this study was to validate and evaluate 2 diagnoses, namely acute myocardial infarction (AMI) and heart failure (HF), using International Classification of Diseases, 10th revision (ICD-10) codes in the Japanese Registry Of All cardiac and vascular Disease (JROAD)-DPC database. Methods and Results: ICD-10 codes I21.0–I21.9 and I50.0–I50.9 were used to identify AMI and HF, respectively, in the JROAD-DPC database. Diagnoses of AMI and HF were validated in clinical datasets assessing sensitivity and positive predictive value (PPV). Over 1–2 years, 742 patients hospitalized for AMI and 1,368 patients hospitalized for HF were identified in the DPC dataset. Sensitivity and PPV for AMI were 78.9% and 78.8%, respectively. When emergency hospitalization was included as a criterion, PPV increased to 84.9%. For HF, sensitivity and PPV were 84.7% and 57.0%, respectively. When emergency hospitalization and acute HF were included as criteria, PPV increased to 83.0%. Conclusions: Using ICD-10 codes for AMI and HF diagnoses among hospitalized patients, the DPC dataset showed acceptable concordance with clinical datasets. PPV increased when any conditions of hospitalization were included, especially in HF. The Japanese Circulation Society 2021-02-20 /pmc/articles/PMC7956876/ /pubmed/33738345 http://dx.doi.org/10.1253/circrep.CR-21-0004 Text en Copyright © 2021, THE JAPANESE CIRCULATION SOCIETY This article is licensed under a Creative Commons [Attribution-NonCommercial-NoDerivatives 4.0 International] license.https://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | Original article Nakai, Michikazu Iwanaga, Yoshitaka Sumita, Yoko Kanaoka, Koshiro Kawakami, Rika Ishii, Masanobu Uchida, Keiji Nagano, Nobutaka Nakayama, Takeo Nishimura, Kunihiro Tsuchihashi, Kazufumi Kimura, Kazuo Saito, Yoshihiro Tsujita, Kenichi Ogawa, Hisao Miyamoto, Yoshihiro Yasuda, Satoshi Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title | Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title_full | Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title_fullStr | Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title_full_unstemmed | Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title_short | Validation of Acute Myocardial Infarction and Heart Failure Diagnoses in Hospitalized Patients With the Nationwide Claim-Based JROAD-DPC Database |
title_sort | validation of acute myocardial infarction and heart failure diagnoses in hospitalized patients with the nationwide claim-based jroad-dpc database |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956876/ https://www.ncbi.nlm.nih.gov/pubmed/33738345 http://dx.doi.org/10.1253/circrep.CR-21-0004 |
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