Cargando…
Validation study on definition of cause of death in Japanese claims data
Identifying the cause of death is important for the study of end-of-life patients using claims data in Japan. However, the validity of how cause of death is identified using claims data remains unknown. Therefore, this study aimed to verify the validity of the method used to identify the cause of de...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10035912/ https://www.ncbi.nlm.nih.gov/pubmed/36952484 http://dx.doi.org/10.1371/journal.pone.0283209 |
_version_ | 1784911522181414912 |
---|---|
author | Ito, Fumiya Togashi, Shintaro Sato, Yuri Masukawa, Kento Sato, Kazuki Nakayama, Masaharu Fujimori, Kenji Miyashita, Mitsunori |
author_facet | Ito, Fumiya Togashi, Shintaro Sato, Yuri Masukawa, Kento Sato, Kazuki Nakayama, Masaharu Fujimori, Kenji Miyashita, Mitsunori |
author_sort | Ito, Fumiya |
collection | PubMed |
description | Identifying the cause of death is important for the study of end-of-life patients using claims data in Japan. However, the validity of how cause of death is identified using claims data remains unknown. Therefore, this study aimed to verify the validity of the method used to identify the cause of death based on Japanese claims data. Our study population included patients who died at two institutions between January 1, 2018 and December 31, 2019. Claims data consisted of medical data and Diagnosis Procedure Combination (DPC) data, and five definitions developed from disease classification in each dataset were compared with death certificates. Nine causes of death, including cancer, were included in the study. The definition with the highest positive predictive values (PPVs) and sensitivities in this study was the combination of “main disease” in both medical and DPC data. For cancer, these definitions had PPVs and sensitivities of > 90%. For heart disease, these definitions had PPVs of > 50% and sensitivities of > 70%. For cerebrovascular disease, these definitions had PPVs of > 80% and sensitivities of> 70%. For other causes of death, PPVs and sensitivities were < 50% for most definitions. Based on these results, we recommend definitions with a combination of “main disease” in both medical and DPC data for cancer and cerebrovascular disease. However, a clear argument cannot be made for other causes of death because of the small sample size. Therefore, the results of this study can be used with confidence for cancer and cerebrovascular disease but should be used with caution for other causes of death. |
format | Online Article Text |
id | pubmed-10035912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100359122023-03-24 Validation study on definition of cause of death in Japanese claims data Ito, Fumiya Togashi, Shintaro Sato, Yuri Masukawa, Kento Sato, Kazuki Nakayama, Masaharu Fujimori, Kenji Miyashita, Mitsunori PLoS One Research Article Identifying the cause of death is important for the study of end-of-life patients using claims data in Japan. However, the validity of how cause of death is identified using claims data remains unknown. Therefore, this study aimed to verify the validity of the method used to identify the cause of death based on Japanese claims data. Our study population included patients who died at two institutions between January 1, 2018 and December 31, 2019. Claims data consisted of medical data and Diagnosis Procedure Combination (DPC) data, and five definitions developed from disease classification in each dataset were compared with death certificates. Nine causes of death, including cancer, were included in the study. The definition with the highest positive predictive values (PPVs) and sensitivities in this study was the combination of “main disease” in both medical and DPC data. For cancer, these definitions had PPVs and sensitivities of > 90%. For heart disease, these definitions had PPVs of > 50% and sensitivities of > 70%. For cerebrovascular disease, these definitions had PPVs of > 80% and sensitivities of> 70%. For other causes of death, PPVs and sensitivities were < 50% for most definitions. Based on these results, we recommend definitions with a combination of “main disease” in both medical and DPC data for cancer and cerebrovascular disease. However, a clear argument cannot be made for other causes of death because of the small sample size. Therefore, the results of this study can be used with confidence for cancer and cerebrovascular disease but should be used with caution for other causes of death. Public Library of Science 2023-03-23 /pmc/articles/PMC10035912/ /pubmed/36952484 http://dx.doi.org/10.1371/journal.pone.0283209 Text en © 2023 Ito et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ito, Fumiya Togashi, Shintaro Sato, Yuri Masukawa, Kento Sato, Kazuki Nakayama, Masaharu Fujimori, Kenji Miyashita, Mitsunori Validation study on definition of cause of death in Japanese claims data |
title | Validation study on definition of cause of death in Japanese claims data |
title_full | Validation study on definition of cause of death in Japanese claims data |
title_fullStr | Validation study on definition of cause of death in Japanese claims data |
title_full_unstemmed | Validation study on definition of cause of death in Japanese claims data |
title_short | Validation study on definition of cause of death in Japanese claims data |
title_sort | validation study on definition of cause of death in japanese claims data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10035912/ https://www.ncbi.nlm.nih.gov/pubmed/36952484 http://dx.doi.org/10.1371/journal.pone.0283209 |
work_keys_str_mv | AT itofumiya validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT togashishintaro validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT satoyuri validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT masukawakento validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT satokazuki validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT nakayamamasaharu validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT fujimorikenji validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata AT miyashitamitsunori validationstudyondefinitionofcauseofdeathinjapaneseclaimsdata |