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Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions
The identification of death is critical for epidemiological research. Despite recent developments in health insurance claims databases, the quality of death information in claims is not guaranteed because health insurance claims are collected primarily for reimbursement. We aimed to examine the usef...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6875027/ https://www.ncbi.nlm.nih.gov/pubmed/31759388 http://dx.doi.org/10.1186/s12199-019-0819-3 |
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author | Sakai, M. Ohtera, S. Iwao, T. Neff, Y. Kato, G. Takahashi, Y. Nakayama, T. |
author_facet | Sakai, M. Ohtera, S. Iwao, T. Neff, Y. Kato, G. Takahashi, Y. Nakayama, T. |
author_sort | Sakai, M. |
collection | PubMed |
description | The identification of death is critical for epidemiological research. Despite recent developments in health insurance claims databases, the quality of death information in claims is not guaranteed because health insurance claims are collected primarily for reimbursement. We aimed to examine the usefulness and limitations of death information in claims data and to examine methods for improving the quality of death information for aged persons. We used health insurance claims data and enrollment data (as the gold standard) from September 2012 through August 2015 for nondependent persons aged 65–74 years enrolled in Japanese workplace health insurance. Overall, 3,710,538 insured persons were registered in the database during the study period. We analyzed 45,441 eligible persons. Inpatient and outpatient deaths were identified from the discharge/disease status in the claims, with sensitivities of 94.3% and 47.4%, specificities of 98.5% and 99.9%, and PPVs of 96.3% and 95.7%, respectively, using enrollment data as the gold standard. For outpatients, death defined as a combination of disease status and charge data for terminal care still indicated low sensitivity (54.7%). The validity of death information in inpatient claims was high, suggesting its potential usefulness for identifying death. However, given the low sensitivity for outpatient deaths, the use of death information obtained solely from records in outpatient claims is not recommended. |
format | Online Article Text |
id | pubmed-6875027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68750272019-11-29 Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions Sakai, M. Ohtera, S. Iwao, T. Neff, Y. Kato, G. Takahashi, Y. Nakayama, T. Environ Health Prev Med Short Communication The identification of death is critical for epidemiological research. Despite recent developments in health insurance claims databases, the quality of death information in claims is not guaranteed because health insurance claims are collected primarily for reimbursement. We aimed to examine the usefulness and limitations of death information in claims data and to examine methods for improving the quality of death information for aged persons. We used health insurance claims data and enrollment data (as the gold standard) from September 2012 through August 2015 for nondependent persons aged 65–74 years enrolled in Japanese workplace health insurance. Overall, 3,710,538 insured persons were registered in the database during the study period. We analyzed 45,441 eligible persons. Inpatient and outpatient deaths were identified from the discharge/disease status in the claims, with sensitivities of 94.3% and 47.4%, specificities of 98.5% and 99.9%, and PPVs of 96.3% and 95.7%, respectively, using enrollment data as the gold standard. For outpatients, death defined as a combination of disease status and charge data for terminal care still indicated low sensitivity (54.7%). The validity of death information in inpatient claims was high, suggesting its potential usefulness for identifying death. However, given the low sensitivity for outpatient deaths, the use of death information obtained solely from records in outpatient claims is not recommended. BioMed Central 2019-11-23 2019 /pmc/articles/PMC6875027/ /pubmed/31759388 http://dx.doi.org/10.1186/s12199-019-0819-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 | Short Communication Sakai, M. Ohtera, S. Iwao, T. Neff, Y. Kato, G. Takahashi, Y. Nakayama, T. Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title | Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title_full | Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title_fullStr | Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title_full_unstemmed | Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title_short | Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
title_sort | validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6875027/ https://www.ncbi.nlm.nih.gov/pubmed/31759388 http://dx.doi.org/10.1186/s12199-019-0819-3 |
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