Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records

Documentation of alcohol use in electronic medical record (EMR) informs interventions to reduce alcohol-related morbidity and mortality. This retrospective cohort study explored EMR data from 960 primary care providers participating in the Canadian Primary Care Sentinel Surveillance Network to descr...

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Main Authors: Alexander Singer, Leanne Kosowan, Shilpa Loewen, Sheryl Spithoff, Michelle Greiver, Joanna Lynch
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Preventive Medicine Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211335521000371
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spelling doaj-2bc2c377d25e4fb39177cd0bb2ac0f9f2021-06-09T05:57:47ZengElsevierPreventive Medicine Reports2211-33552021-06-0122101346Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical RecordsAlexander Singer0Leanne Kosowan1Shilpa Loewen2Sheryl Spithoff3Michelle Greiver4Joanna Lynch5Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada; Corresponding author at: Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, D009-780 Bannatyne Ave., Winnipeg, Manitoba R3T2N2, Canada.Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, CanadaMax Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, CanadaDepartment of Family and Community Medicine, University of Toronto, Toronto, Ontario, CanadaDepartment of Family and Community Medicine, University of Toronto, Toronto, Ontario, CanadaMax Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, CanadaDocumentation of alcohol use in electronic medical record (EMR) informs interventions to reduce alcohol-related morbidity and mortality. This retrospective cohort study explored EMR data from 960 primary care providers participating in the Canadian Primary Care Sentinel Surveillance Network to describe documentation of alcohol use (e.g. none, current or past use) in the EMR. Included providers represented 700,620 adult patients from across Canada with an encounter between 2015 and 2018. Bivariate comparisons characterized the patients with, and without, documentation of alcohol use. Multivariate generalized estimating equation models with logit function assessed patient and provider characteristics associated with (1) documentation of alcohol and (2) patients with heightened risk for alcohol-related problems. Forty percent of patients had alcohol use documentation in the EMR. Light alcohol consumption was recorded for 43.6% of these patients. Male patients (OR1.09, CI 1.07–1.12), who were older (OR1.26, CI 1.23–1.30), had more frequent visits to their provider (OR1.11, CI 1.09–1.13) and had hypertension (OR1.07, CI 1.06–1.09) or depression (OR1.07, CI 1.09–1.14) had higher odds of alcohol documentation. There were 4.7% of patients with a record indicating heightened risk for alcohol-related problems. Male patients (OR3.27 CI 3.14–3.4), patients with depression (OR2.01 CI1.93–2.1) and rural residency (OR1.35 CI1.29–1.42) was associated with risk for alcohol-related problems. Heavy alcohol consumption is associated with an increased risk of negative health outcomes, particularly for patients with certain chronic conditions. However, these patients do not have alcohol use consistently documented in the EMR. Strategies should be designed and implemented to support more consistent alcohol-screening among high-risk patients.http://www.sciencedirect.com/science/article/pii/S2211335521000371Electronic health recordsAlcohol drinkingPrimary health careSupervised machine learning
collection DOAJ
language English
format Article
sources DOAJ
author Alexander Singer
Leanne Kosowan
Shilpa Loewen
Sheryl Spithoff
Michelle Greiver
Joanna Lynch
spellingShingle Alexander Singer
Leanne Kosowan
Shilpa Loewen
Sheryl Spithoff
Michelle Greiver
Joanna Lynch
Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
Preventive Medicine Reports
Electronic health records
Alcohol drinking
Primary health care
Supervised machine learning
author_facet Alexander Singer
Leanne Kosowan
Shilpa Loewen
Sheryl Spithoff
Michelle Greiver
Joanna Lynch
author_sort Alexander Singer
title Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
title_short Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
title_full Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
title_fullStr Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
title_full_unstemmed Who is asked about alcohol consumption? A retrospective cohort study using a national repository of Electronic Medical Records
title_sort who is asked about alcohol consumption? a retrospective cohort study using a national repository of electronic medical records
publisher Elsevier
series Preventive Medicine Reports
issn 2211-3355
publishDate 2021-06-01
description Documentation of alcohol use in electronic medical record (EMR) informs interventions to reduce alcohol-related morbidity and mortality. This retrospective cohort study explored EMR data from 960 primary care providers participating in the Canadian Primary Care Sentinel Surveillance Network to describe documentation of alcohol use (e.g. none, current or past use) in the EMR. Included providers represented 700,620 adult patients from across Canada with an encounter between 2015 and 2018. Bivariate comparisons characterized the patients with, and without, documentation of alcohol use. Multivariate generalized estimating equation models with logit function assessed patient and provider characteristics associated with (1) documentation of alcohol and (2) patients with heightened risk for alcohol-related problems. Forty percent of patients had alcohol use documentation in the EMR. Light alcohol consumption was recorded for 43.6% of these patients. Male patients (OR1.09, CI 1.07–1.12), who were older (OR1.26, CI 1.23–1.30), had more frequent visits to their provider (OR1.11, CI 1.09–1.13) and had hypertension (OR1.07, CI 1.06–1.09) or depression (OR1.07, CI 1.09–1.14) had higher odds of alcohol documentation. There were 4.7% of patients with a record indicating heightened risk for alcohol-related problems. Male patients (OR3.27 CI 3.14–3.4), patients with depression (OR2.01 CI1.93–2.1) and rural residency (OR1.35 CI1.29–1.42) was associated with risk for alcohol-related problems. Heavy alcohol consumption is associated with an increased risk of negative health outcomes, particularly for patients with certain chronic conditions. However, these patients do not have alcohol use consistently documented in the EMR. Strategies should be designed and implemented to support more consistent alcohol-screening among high-risk patients.
topic Electronic health records
Alcohol drinking
Primary health care
Supervised machine learning
url http://www.sciencedirect.com/science/article/pii/S2211335521000371
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