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Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence
Interpersonal violence increases vulnerability to the deleterious effects of opioid use. Increased opioid prescription receipt is a major contributor to the opioid crisis; however, our understanding of prescription patterns and risk factors among those with a history of interpersonal violence remain...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462725/ https://www.ncbi.nlm.nih.gov/pubmed/36083884 http://dx.doi.org/10.1371/journal.pone.0273846 |
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author | Williams, Jessica R. Alam, Ishrat Z. Ranapurwala, Shabbar I. |
author_facet | Williams, Jessica R. Alam, Ishrat Z. Ranapurwala, Shabbar I. |
author_sort | Williams, Jessica R. |
collection | PubMed |
description | Interpersonal violence increases vulnerability to the deleterious effects of opioid use. Increased opioid prescription receipt is a major contributor to the opioid crisis; however, our understanding of prescription patterns and risk factors among those with a history of interpersonal violence remains elusive. This study sought to identify 5-year longitudinal patterns of opioid prescription receipt among patients experiencing interpersonal violence within a large healthcare system and sociodemographic and clinical characteristics associated with prescription patterns. This secondary analysis examined electronic health record data from January 2004–August 2019 for a cohort of patients (N = 1,587) referred for interpersonal violence services. Latent class growth analysis was used to estimate trajectories of opioid prescription receipt over a 5-year period. Standardized differences were calculated to assess variation in sociodemographic and clinical characteristics between classes. Our cohort had a high prevalence of prescription opioid receipt (73.3%) and underlying co-morbidities, including chronic pain (54.6%), substance use disorders (39.0%), and mental health diagnoses (76.9%). Six prescription opioid receipt classes emerged, characterized by probability of any prescription opioid receipt at the start and end of the study period (high, medium, low, never) and change in probability over time (increasing, decreasing, stable). Classes with the highest probability of prescription opioids also had the highest proportions of males, chronic pain diagnoses, substance use disorders, and mental health diagnoses. Black, non-Hispanic and Hispanic patients were more likely to be in low or no prescription opioid receipt classes. These findings highlight the importance of monitoring for synergistic co-morbidities when providing pain management and offering treatment that is trauma-informed, destigmatizing, and integrated into routine care. |
format | Online Article Text |
id | pubmed-9462725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-94627252022-09-10 Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence Williams, Jessica R. Alam, Ishrat Z. Ranapurwala, Shabbar I. PLoS One Research Article Interpersonal violence increases vulnerability to the deleterious effects of opioid use. Increased opioid prescription receipt is a major contributor to the opioid crisis; however, our understanding of prescription patterns and risk factors among those with a history of interpersonal violence remains elusive. This study sought to identify 5-year longitudinal patterns of opioid prescription receipt among patients experiencing interpersonal violence within a large healthcare system and sociodemographic and clinical characteristics associated with prescription patterns. This secondary analysis examined electronic health record data from January 2004–August 2019 for a cohort of patients (N = 1,587) referred for interpersonal violence services. Latent class growth analysis was used to estimate trajectories of opioid prescription receipt over a 5-year period. Standardized differences were calculated to assess variation in sociodemographic and clinical characteristics between classes. Our cohort had a high prevalence of prescription opioid receipt (73.3%) and underlying co-morbidities, including chronic pain (54.6%), substance use disorders (39.0%), and mental health diagnoses (76.9%). Six prescription opioid receipt classes emerged, characterized by probability of any prescription opioid receipt at the start and end of the study period (high, medium, low, never) and change in probability over time (increasing, decreasing, stable). Classes with the highest probability of prescription opioids also had the highest proportions of males, chronic pain diagnoses, substance use disorders, and mental health diagnoses. Black, non-Hispanic and Hispanic patients were more likely to be in low or no prescription opioid receipt classes. These findings highlight the importance of monitoring for synergistic co-morbidities when providing pain management and offering treatment that is trauma-informed, destigmatizing, and integrated into routine care. Public Library of Science 2022-09-09 /pmc/articles/PMC9462725/ /pubmed/36083884 http://dx.doi.org/10.1371/journal.pone.0273846 Text en © 2022 Williams 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 Williams, Jessica R. Alam, Ishrat Z. Ranapurwala, Shabbar I. Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title | Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title_full | Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title_fullStr | Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title_full_unstemmed | Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title_short | Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
title_sort | trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462725/ https://www.ncbi.nlm.nih.gov/pubmed/36083884 http://dx.doi.org/10.1371/journal.pone.0273846 |
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