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Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study
BACKGROUND: There is little epidemiologic evidence on opioid prescription among adults with cerebral palsy (CP). AIM: To describe the population- and individual-level opioid prescription patterns for adults with versus without CP. METHOD: This retrospective cohort study used commercial claims (Optum...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999316/ https://www.ncbi.nlm.nih.gov/pubmed/36897434 http://dx.doi.org/10.1007/s11096-023-01553-5 |
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author | Whitney, Daniel G. Peterson, Mark D. Hurvitz, Edward A. |
author_facet | Whitney, Daniel G. Peterson, Mark D. Hurvitz, Edward A. |
author_sort | Whitney, Daniel G. |
collection | PubMed |
description | BACKGROUND: There is little epidemiologic evidence on opioid prescription among adults with cerebral palsy (CP). AIM: To describe the population- and individual-level opioid prescription patterns for adults with versus without CP. METHOD: This retrospective cohort study used commercial claims (Optum’s de-identified Clinformatics® Data Mart Database) from the USA from 01/01/2011–12/31/2017 from adults ≥ 18 years old with CP and matched adults without CP. For the population-level analysis, monthly estimates of opioid exposure were described for adults ≥ 18 years old with CP and matched adults without CP. For the individual-level analysis, group based trajectory modelling (GBTM) was used to identify groups of similar individual-level monthly opioid exposure patterns for adults with CP and matched adults without CP for 1-year starting from their first opioid exposure month. RESULTS: For the population-level, adults with (n = 13,929) versus without (n = 278,538) CP had a higher prevalence of opioid exposure (~ 12%, ~ 8%) and days supplied (median, ~ 23, ~17) monthly over 7 years. For the individual-level, there were 6 trajectory groups for CP (n = 2099) and 5 for non-CP (n = 10,361). Notably, 14% of CP (comprising 4 distinct trajectory groups) and 8% (comprising 3 distinct groups) of non-CP had variably high monthly opioid volume for extended periods; exposure was higher for CP. The remaining had low/absent opioid exposure trajectories; for CP (non-CP), 55.7% (63.3%) had nearly absent exposure and 30.4% (28.9%) had consistently low exposure to opioids. CONCLUSION: Adults with versus without CP were more likely to be exposed to opioids and for a longer duration, which may alter the risk-benefit balance of opioids. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11096-023-01553-5. |
format | Online Article Text |
id | pubmed-9999316 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-99993162023-03-10 Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study Whitney, Daniel G. Peterson, Mark D. Hurvitz, Edward A. Int J Clin Pharm Research Article BACKGROUND: There is little epidemiologic evidence on opioid prescription among adults with cerebral palsy (CP). AIM: To describe the population- and individual-level opioid prescription patterns for adults with versus without CP. METHOD: This retrospective cohort study used commercial claims (Optum’s de-identified Clinformatics® Data Mart Database) from the USA from 01/01/2011–12/31/2017 from adults ≥ 18 years old with CP and matched adults without CP. For the population-level analysis, monthly estimates of opioid exposure were described for adults ≥ 18 years old with CP and matched adults without CP. For the individual-level analysis, group based trajectory modelling (GBTM) was used to identify groups of similar individual-level monthly opioid exposure patterns for adults with CP and matched adults without CP for 1-year starting from their first opioid exposure month. RESULTS: For the population-level, adults with (n = 13,929) versus without (n = 278,538) CP had a higher prevalence of opioid exposure (~ 12%, ~ 8%) and days supplied (median, ~ 23, ~17) monthly over 7 years. For the individual-level, there were 6 trajectory groups for CP (n = 2099) and 5 for non-CP (n = 10,361). Notably, 14% of CP (comprising 4 distinct trajectory groups) and 8% (comprising 3 distinct groups) of non-CP had variably high monthly opioid volume for extended periods; exposure was higher for CP. The remaining had low/absent opioid exposure trajectories; for CP (non-CP), 55.7% (63.3%) had nearly absent exposure and 30.4% (28.9%) had consistently low exposure to opioids. CONCLUSION: Adults with versus without CP were more likely to be exposed to opioids and for a longer duration, which may alter the risk-benefit balance of opioids. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11096-023-01553-5. Springer International Publishing 2023-03-10 2023 /pmc/articles/PMC9999316/ /pubmed/36897434 http://dx.doi.org/10.1007/s11096-023-01553-5 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Research Article Whitney, Daniel G. Peterson, Mark D. Hurvitz, Edward A. Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title | Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title_full | Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title_fullStr | Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title_full_unstemmed | Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title_short | Population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
title_sort | population- and individual-level trajectories of opioid prescription patterns among adults with cerebral palsy: a retrospective cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999316/ https://www.ncbi.nlm.nih.gov/pubmed/36897434 http://dx.doi.org/10.1007/s11096-023-01553-5 |
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