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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Japanese Circulation Society 2021
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.
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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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