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The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study
BACKGROUND: Recent data suggest that restrictions related to COVID-19 resulted in changes in the prescribing patterns of opioids. AIMS: We sought to analyze Ontario health data for changes in frequencies among new and continuing users for the following opioid prescription characteristics: the type o...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Taylor & Francis
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081074/ https://www.ncbi.nlm.nih.gov/pubmed/37033155 http://dx.doi.org/10.1080/24740527.2023.2176297 |
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author | Robins, Alexandra Dimitriev, Alan MacKay, Cameron Wang, Hayden Kearney, Abigail Borschneck, Daniel P. Simpson, Amber |
author_facet | Robins, Alexandra Dimitriev, Alan MacKay, Cameron Wang, Hayden Kearney, Abigail Borschneck, Daniel P. Simpson, Amber |
author_sort | Robins, Alexandra |
collection | PubMed |
description | BACKGROUND: Recent data suggest that restrictions related to COVID-19 resulted in changes in the prescribing patterns of opioids. AIMS: We sought to analyze Ontario health data for changes in frequencies among new and continuing users for the following opioid prescription characteristics: the type of opioid, the average daily dose, and the prescriber’s specialty. METHODS: Utilizing data on the Ontario Health Data Platform, we defined two 149-day windows as “before” and “after” based on the initial COVID-19 provincial lockdown. A total of 882,268 individuals met our inclusion criteria and were classified as either “new” or “continuing” users. Chi-square tests and Fisher’s exact tests were applied for each level of our primary outcomes to determine whether there were significant changes in prescription proportions before and after the lockdown. RESULTS: A decline of 28% was observed for the number of new users after the lockdown. Statistically significant changes were observed for new users across almost all opioid prescription characteristics between the before and after windows. The proportion of new users who received at least one dispensing event from a pharmacist increased by 26.32%, whereas continuing users increased by 378.61%. There were no statistically significant shifts in opioid prescriptions among individuals with a reported toxicity event during the study period. CONCLUSIONS: In terms of opioid prescribing patterns, new users experienced greater change following the onset of the pandemic lockdown than continuing users. Our findings potentially showcase the unintended impacts that COVID-19-related restrictions had on non-COVID-19-related health services, which can inform future policy decisions. |
format | Online Article Text |
id | pubmed-10081074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-100810742023-04-08 The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study Robins, Alexandra Dimitriev, Alan MacKay, Cameron Wang, Hayden Kearney, Abigail Borschneck, Daniel P. Simpson, Amber Can J Pain Research Article BACKGROUND: Recent data suggest that restrictions related to COVID-19 resulted in changes in the prescribing patterns of opioids. AIMS: We sought to analyze Ontario health data for changes in frequencies among new and continuing users for the following opioid prescription characteristics: the type of opioid, the average daily dose, and the prescriber’s specialty. METHODS: Utilizing data on the Ontario Health Data Platform, we defined two 149-day windows as “before” and “after” based on the initial COVID-19 provincial lockdown. A total of 882,268 individuals met our inclusion criteria and were classified as either “new” or “continuing” users. Chi-square tests and Fisher’s exact tests were applied for each level of our primary outcomes to determine whether there were significant changes in prescription proportions before and after the lockdown. RESULTS: A decline of 28% was observed for the number of new users after the lockdown. Statistically significant changes were observed for new users across almost all opioid prescription characteristics between the before and after windows. The proportion of new users who received at least one dispensing event from a pharmacist increased by 26.32%, whereas continuing users increased by 378.61%. There were no statistically significant shifts in opioid prescriptions among individuals with a reported toxicity event during the study period. CONCLUSIONS: In terms of opioid prescribing patterns, new users experienced greater change following the onset of the pandemic lockdown than continuing users. Our findings potentially showcase the unintended impacts that COVID-19-related restrictions had on non-COVID-19-related health services, which can inform future policy decisions. Taylor & Francis 2023-04-06 /pmc/articles/PMC10081074/ /pubmed/37033155 http://dx.doi.org/10.1080/24740527.2023.2176297 Text en © 2023 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
spellingShingle | Research Article Robins, Alexandra Dimitriev, Alan MacKay, Cameron Wang, Hayden Kearney, Abigail Borschneck, Daniel P. Simpson, Amber The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title | The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title_full | The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title_fullStr | The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title_full_unstemmed | The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title_short | The Association between COVID-19 and Changes in Opioid Prescribing Patterns and Opioid-Related Overdoses: A Retrospective Cohort Study |
title_sort | association between covid-19 and changes in opioid prescribing patterns and opioid-related overdoses: a retrospective cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081074/ https://www.ncbi.nlm.nih.gov/pubmed/37033155 http://dx.doi.org/10.1080/24740527.2023.2176297 |
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