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How measurements affected by medication use are reported and handled in observational research: A literature review
PURPOSE: In epidemiological research, measurements affected by medication, for example, blood pressure lowered by antihypertensives, are common. Different ways of handling medication are required depending on the research questions and whether the affected measurement is the exposure, the outcome, o...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321697/ https://www.ncbi.nlm.nih.gov/pubmed/35384126 http://dx.doi.org/10.1002/pds.5437 |
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author | Choi, Jungyeon Dekkers, Olaf M. le Cessie, Saskia |
author_facet | Choi, Jungyeon Dekkers, Olaf M. le Cessie, Saskia |
author_sort | Choi, Jungyeon |
collection | PubMed |
description | PURPOSE: In epidemiological research, measurements affected by medication, for example, blood pressure lowered by antihypertensives, are common. Different ways of handling medication are required depending on the research questions and whether the affected measurement is the exposure, the outcome, or a confounder. This study aimed to review handling of medication use in observational research. METHODS: PubMed was searched for etiological studies published between 2015 and 2019 in 15 high‐ranked journals from cardiology, diabetes, and epidemiology. We selected studies that analyzed blood pressure, glucose, or lipid measurements (whether exposure, outcome or confounder) by linear or logistic regression. Two reviewers independently recorded how medication use was handled and assessed whether the methods used were in accordance with the research aim. We reported the methods used per variable category (exposure, outcome, confounder). RESULTS: A total of 127 articles were included. Most studies did not perform any method to account for medication use (exposure 58%, outcome 53%, and confounder 45%). Restriction (exposure 22%, outcome 23%, and confounders 10%), or adjusting for medication use using a binary indicator were also used frequently (exposure: 18%, outcome: 19%, confounder: 45%). No advanced methods were applied. In 60% of studies, the methods' validity could not be judged due to ambiguous reporting of the research aim. Invalid approaches were used in 28% of the studies, mostly when the affected variable was the outcome (36%). CONCLUSION: Many studies ambiguously stated the research aim and used invalid methods to handle medication use. Researchers should consider a valid methodological approach based on their research question. |
format | Online Article Text |
id | pubmed-9321697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93216972022-07-30 How measurements affected by medication use are reported and handled in observational research: A literature review Choi, Jungyeon Dekkers, Olaf M. le Cessie, Saskia Pharmacoepidemiol Drug Saf Original Articles PURPOSE: In epidemiological research, measurements affected by medication, for example, blood pressure lowered by antihypertensives, are common. Different ways of handling medication are required depending on the research questions and whether the affected measurement is the exposure, the outcome, or a confounder. This study aimed to review handling of medication use in observational research. METHODS: PubMed was searched for etiological studies published between 2015 and 2019 in 15 high‐ranked journals from cardiology, diabetes, and epidemiology. We selected studies that analyzed blood pressure, glucose, or lipid measurements (whether exposure, outcome or confounder) by linear or logistic regression. Two reviewers independently recorded how medication use was handled and assessed whether the methods used were in accordance with the research aim. We reported the methods used per variable category (exposure, outcome, confounder). RESULTS: A total of 127 articles were included. Most studies did not perform any method to account for medication use (exposure 58%, outcome 53%, and confounder 45%). Restriction (exposure 22%, outcome 23%, and confounders 10%), or adjusting for medication use using a binary indicator were also used frequently (exposure: 18%, outcome: 19%, confounder: 45%). No advanced methods were applied. In 60% of studies, the methods' validity could not be judged due to ambiguous reporting of the research aim. Invalid approaches were used in 28% of the studies, mostly when the affected variable was the outcome (36%). CONCLUSION: Many studies ambiguously stated the research aim and used invalid methods to handle medication use. Researchers should consider a valid methodological approach based on their research question. John Wiley & Sons, Inc. 2022-05-04 2022-07 /pmc/articles/PMC9321697/ /pubmed/35384126 http://dx.doi.org/10.1002/pds.5437 Text en © 2022 The Authors. Pharmacoepidemiology and Drug Safety published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Choi, Jungyeon Dekkers, Olaf M. le Cessie, Saskia How measurements affected by medication use are reported and handled in observational research: A literature review |
title | How measurements affected by medication use are reported and handled in observational research: A literature review |
title_full | How measurements affected by medication use are reported and handled in observational research: A literature review |
title_fullStr | How measurements affected by medication use are reported and handled in observational research: A literature review |
title_full_unstemmed | How measurements affected by medication use are reported and handled in observational research: A literature review |
title_short | How measurements affected by medication use are reported and handled in observational research: A literature review |
title_sort | how measurements affected by medication use are reported and handled in observational research: a literature review |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321697/ https://www.ncbi.nlm.nih.gov/pubmed/35384126 http://dx.doi.org/10.1002/pds.5437 |
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