Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits

Introduction Over the past 20 years, increases in opioid prescribing rates and average prescription volumes have been documented in both the United States and Canada. As prescription opioid use and overdose has steadily increased in North America, a dramatic rise in hospitalizations resulting from...

Full description

Bibliographic Details
Main Authors: Siyana Kurteva, Daniala Weir, Alexandra Schmidt, Todd Lee, Robyn Tamblyn
Format: Article
Language:English
Published: Swansea University 2018-09-01
Series:International Journal of Population Data Science
Online Access:https://ijpds.org/article/view/830
id doaj-9f28d49093444215916724f140cefd5e
record_format Article
spelling doaj-9f28d49093444215916724f140cefd5e2020-11-25T02:49:38ZengSwansea UniversityInternational Journal of Population Data Science2399-49082018-09-013410.23889/ijpds.v3i4.830830Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visitsSiyana Kurteva0Daniala Weir1Alexandra Schmidt2Todd Lee3Robyn Tamblyn4McGill UniversityMcGill UniversityMcGill UniversityMcGill University Health CentreClinical and Health Informatics Research Group, McGill University Introduction Over the past 20 years, increases in opioid prescribing rates and average prescription volumes have been documented in both the United States and Canada. As prescription opioid use and overdose has steadily increased in North America, a dramatic rise in hospitalizations resulting from opioid poisonings has also been witnessed. Objectives and Approach To describe opioid utilization patterns for patients admitted to a tertiary care hospital in Montreal between 2014 and 2016, and to estimate the association between opioid use and risk of adverse health outcomes in the 90-days post discharge. Opioid utilization was measured using medication dispensing data from the provincial healthcare databases (RAMQ) while hospital/ED visits were obtained from RAMQ medical services. Patient characteristics and discharge prescriptions were obtained from the hospital chart. Time-varying utilization of opioids was modeled as: 1) current use, 2) cumulative duration of past use, and 3) duration of use of past 10 days, using Cox models. Results Of the 3,308 included patients mean age was 70 (SD 14), 57% were male and 47% were discharged from surgical units. 856 (26%) patients had a history of opioid use in the 1-year prior to admission, 1528 (46%) were prescribed an opioid at discharge and 1481 (45%) filled an opioid in the 90-days post discharge. Among patients prescribed an opioid at discharge, 79\% filled their prescription post discharge, where opioid naïve patients were less likely to fill their prescriptions compared to those with a history of opioid use (40% vs 81%). Our multivariable Cox models suggested that cumulative duration of opioid exposure in the past 10 days was associated with a 10% increased risk of ED visits and hospitalizations. Conclusion/Implications Patients with a history of opioid use were more likely to both receive an opioid prescription at hospital discharge and fill their prescription post-discharge. Our findings suggest that longer-term utilization patterns of these medications after hospitalization may increase risk of re-admissions and ED visits. https://ijpds.org/article/view/830
collection DOAJ
language English
format Article
sources DOAJ
author Siyana Kurteva
Daniala Weir
Alexandra Schmidt
Todd Lee
Robyn Tamblyn
spellingShingle Siyana Kurteva
Daniala Weir
Alexandra Schmidt
Todd Lee
Robyn Tamblyn
Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
International Journal of Population Data Science
author_facet Siyana Kurteva
Daniala Weir
Alexandra Schmidt
Todd Lee
Robyn Tamblyn
author_sort Siyana Kurteva
title Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
title_short Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
title_full Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
title_fullStr Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
title_full_unstemmed Patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
title_sort patterns of opioid utilization in the 90-days post hospital discharge and risk of re-admissions and emergency department visits
publisher Swansea University
series International Journal of Population Data Science
issn 2399-4908
publishDate 2018-09-01
description Introduction Over the past 20 years, increases in opioid prescribing rates and average prescription volumes have been documented in both the United States and Canada. As prescription opioid use and overdose has steadily increased in North America, a dramatic rise in hospitalizations resulting from opioid poisonings has also been witnessed. Objectives and Approach To describe opioid utilization patterns for patients admitted to a tertiary care hospital in Montreal between 2014 and 2016, and to estimate the association between opioid use and risk of adverse health outcomes in the 90-days post discharge. Opioid utilization was measured using medication dispensing data from the provincial healthcare databases (RAMQ) while hospital/ED visits were obtained from RAMQ medical services. Patient characteristics and discharge prescriptions were obtained from the hospital chart. Time-varying utilization of opioids was modeled as: 1) current use, 2) cumulative duration of past use, and 3) duration of use of past 10 days, using Cox models. Results Of the 3,308 included patients mean age was 70 (SD 14), 57% were male and 47% were discharged from surgical units. 856 (26%) patients had a history of opioid use in the 1-year prior to admission, 1528 (46%) were prescribed an opioid at discharge and 1481 (45%) filled an opioid in the 90-days post discharge. Among patients prescribed an opioid at discharge, 79\% filled their prescription post discharge, where opioid naïve patients were less likely to fill their prescriptions compared to those with a history of opioid use (40% vs 81%). Our multivariable Cox models suggested that cumulative duration of opioid exposure in the past 10 days was associated with a 10% increased risk of ED visits and hospitalizations. Conclusion/Implications Patients with a history of opioid use were more likely to both receive an opioid prescription at hospital discharge and fill their prescription post-discharge. Our findings suggest that longer-term utilization patterns of these medications after hospitalization may increase risk of re-admissions and ED visits.
url https://ijpds.org/article/view/830
work_keys_str_mv AT siyanakurteva patternsofopioidutilizationinthe90daysposthospitaldischargeandriskofreadmissionsandemergencydepartmentvisits
AT danialaweir patternsofopioidutilizationinthe90daysposthospitaldischargeandriskofreadmissionsandemergencydepartmentvisits
AT alexandraschmidt patternsofopioidutilizationinthe90daysposthospitaldischargeandriskofreadmissionsandemergencydepartmentvisits
AT toddlee patternsofopioidutilizationinthe90daysposthospitaldischargeandriskofreadmissionsandemergencydepartmentvisits
AT robyntamblyn patternsofopioidutilizationinthe90daysposthospitaldischargeandriskofreadmissionsandemergencydepartmentvisits
_version_ 1724742308503486464