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Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research
BACKGROUND: Electronic health record (EHR) databases provide rich, longitudinal data on interactions with healthcare providers and can be used to advance research into respiratory conditions. However, since these data are primarily collected to support health care delivery, clinical coding can be in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8859726/ https://www.ncbi.nlm.nih.gov/pubmed/35210898 http://dx.doi.org/10.2147/POR.S353400 |
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author | MacRae, Clare Whittaker, Hannah Mukherjee, Mome Daines, Luke Morgan, Ann Iwundu, Chukwuma Alsallakh, Mohammed Vasileiou, Eleftheria O’Rourke, Eimear Williams, Alexander T Stone, Philip W Sheikh, Aziz Quint, Jennifer K |
author_facet | MacRae, Clare Whittaker, Hannah Mukherjee, Mome Daines, Luke Morgan, Ann Iwundu, Chukwuma Alsallakh, Mohammed Vasileiou, Eleftheria O’Rourke, Eimear Williams, Alexander T Stone, Philip W Sheikh, Aziz Quint, Jennifer K |
author_sort | MacRae, Clare |
collection | PubMed |
description | BACKGROUND: Electronic health record (EHR) databases provide rich, longitudinal data on interactions with healthcare providers and can be used to advance research into respiratory conditions. However, since these data are primarily collected to support health care delivery, clinical coding can be inconsistent, resulting in inherent challenges in using these data for research purposes. METHODS: We systematically searched existing international literature and UK code repositories to find respiratory disease codelists for asthma from January 2018, and chronic obstructive pulmonary disease and respiratory tract infections from January 2020, based on prior searches. Medline searches using key terms provided in article lists. Full-text articles, supplementary files, and reference lists were examined for codelists, and codelists repositories were searched. A reproducible methodology for codelists creation was developed with recommended lists for each disease created based on multidisciplinary expert opinion and previously published literature. RESULTS: Medline searches returned 1126 asthma articles, 70 COPD articles, and 90 respiratory infection articles, with 3%, 22% and 5% including codelists, respectively. Repository searching returned 12 asthma, 23 COPD, and 64 respiratory infection codelists. We have systematically compiled respiratory disease codelists and from these derived recommended lists for use by researchers to find the most up-to-date and relevant respiratory disease codelists that can be tailored to individual research questions. CONCLUSION: Few published papers include codelists, and where published diverse codelists were used, even when answering similar research questions. Whilst some advances have been made, greater consistency and transparency across studies using routine data to study respiratory diseases are needed. |
format | Online Article Text |
id | pubmed-8859726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-88597262022-02-23 Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research MacRae, Clare Whittaker, Hannah Mukherjee, Mome Daines, Luke Morgan, Ann Iwundu, Chukwuma Alsallakh, Mohammed Vasileiou, Eleftheria O’Rourke, Eimear Williams, Alexander T Stone, Philip W Sheikh, Aziz Quint, Jennifer K Pragmat Obs Res Original Research BACKGROUND: Electronic health record (EHR) databases provide rich, longitudinal data on interactions with healthcare providers and can be used to advance research into respiratory conditions. However, since these data are primarily collected to support health care delivery, clinical coding can be inconsistent, resulting in inherent challenges in using these data for research purposes. METHODS: We systematically searched existing international literature and UK code repositories to find respiratory disease codelists for asthma from January 2018, and chronic obstructive pulmonary disease and respiratory tract infections from January 2020, based on prior searches. Medline searches using key terms provided in article lists. Full-text articles, supplementary files, and reference lists were examined for codelists, and codelists repositories were searched. A reproducible methodology for codelists creation was developed with recommended lists for each disease created based on multidisciplinary expert opinion and previously published literature. RESULTS: Medline searches returned 1126 asthma articles, 70 COPD articles, and 90 respiratory infection articles, with 3%, 22% and 5% including codelists, respectively. Repository searching returned 12 asthma, 23 COPD, and 64 respiratory infection codelists. We have systematically compiled respiratory disease codelists and from these derived recommended lists for use by researchers to find the most up-to-date and relevant respiratory disease codelists that can be tailored to individual research questions. CONCLUSION: Few published papers include codelists, and where published diverse codelists were used, even when answering similar research questions. Whilst some advances have been made, greater consistency and transparency across studies using routine data to study respiratory diseases are needed. Dove 2022-02-16 /pmc/articles/PMC8859726/ /pubmed/35210898 http://dx.doi.org/10.2147/POR.S353400 Text en © 2022 MacRae et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research MacRae, Clare Whittaker, Hannah Mukherjee, Mome Daines, Luke Morgan, Ann Iwundu, Chukwuma Alsallakh, Mohammed Vasileiou, Eleftheria O’Rourke, Eimear Williams, Alexander T Stone, Philip W Sheikh, Aziz Quint, Jennifer K Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title | Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title_full | Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title_fullStr | Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title_full_unstemmed | Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title_short | Deriving a Standardised Recommended Respiratory Disease Codelist Repository for Future Research |
title_sort | deriving a standardised recommended respiratory disease codelist repository for future research |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8859726/ https://www.ncbi.nlm.nih.gov/pubmed/35210898 http://dx.doi.org/10.2147/POR.S353400 |
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