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Prospective Validation of Clinical Criteria to Identify Emergency Department Patients at High Risk for Adverse Drug Events

Objectives Adverse drug events (ADEs) cause or contribute to one in nine emergency department (ED) presentations in North America and are often misdiagnosed. EDs have insufficient clinical pharmacists to complete medication reviews in all incoming patients, even though pharmacist‐led medications rev...

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Published in:Academic emergency medicine 2018-09, Vol.25 (9), p.1015-1026
Main Authors: Hohl, Corinne M., Badke, Katherin, Zhao, Amy, Wickham, Maeve E., Woo, Stephanie A., Sivilotti, Marco L.A., Perry, Jeffrey J., Griffey, Richard T.
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container_end_page 1026
container_issue 9
container_start_page 1015
container_title Academic emergency medicine
container_volume 25
creator Hohl, Corinne M.
Badke, Katherin
Zhao, Amy
Wickham, Maeve E.
Woo, Stephanie A.
Sivilotti, Marco L.A.
Perry, Jeffrey J.
Griffey, Richard T.
description Objectives Adverse drug events (ADEs) cause or contribute to one in nine emergency department (ED) presentations in North America and are often misdiagnosed. EDs have insufficient clinical pharmacists to complete medication reviews in all incoming patients, even though pharmacist‐led medications reviews have been associated with improved health outcomes. Our objective was to validate clinical decision rules to identify patients presenting with ADEs so they could be prioritized for pharmacist‐led medication review. Methods This multicenter, prospective study was conducted in two tertiary and one community hospital in Canada. We enrolled 1,529 adults presenting to EDs over 12 months. We applied two clinical decision rules and collected baseline variables prior to assessments by clinical pharmacists and physicians. We compared the physician and pharmacist diagnoses with the decision rule results. The primary outcome was a moderate or severe ADE, defined as an unintended and harmful event related to medication use or misuse, which required a change in medical therapy, diagnostic testing, consultation, or admission. An independent committee adjudicated uncertain and discordant cases. We calculated the diagnostic accuracy of both rules. Results Among 1,529 patients, 184 (12.0%) were diagnosed with an ADE. Rule 1 contained the variables 1) having a preexisting medical condition or having taken antibiotics within 1 week and 2) age > 80 years or having a medication change within 28 days. They had a sensitivity of 91.3% (95% confidence interval [CI] = 86.3%–95.0%) and a specificity of 37.9% (95% CI = 35.3%–40.6%) for ADEs. Conclusions Our study validated clinical decision rules that can be applied by clinical pharmacists to limit the number of patients requiring medication review, while identifying the majority of patients presenting with clinically significant ADEs.
doi_str_mv 10.1111/acem.13407
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EDs have insufficient clinical pharmacists to complete medication reviews in all incoming patients, even though pharmacist‐led medications reviews have been associated with improved health outcomes. Our objective was to validate clinical decision rules to identify patients presenting with ADEs so they could be prioritized for pharmacist‐led medication review. Methods This multicenter, prospective study was conducted in two tertiary and one community hospital in Canada. We enrolled 1,529 adults presenting to EDs over 12 months. We applied two clinical decision rules and collected baseline variables prior to assessments by clinical pharmacists and physicians. We compared the physician and pharmacist diagnoses with the decision rule results. The primary outcome was a moderate or severe ADE, defined as an unintended and harmful event related to medication use or misuse, which required a change in medical therapy, diagnostic testing, consultation, or admission. An independent committee adjudicated uncertain and discordant cases. We calculated the diagnostic accuracy of both rules. Results Among 1,529 patients, 184 (12.0%) were diagnosed with an ADE. Rule 1 contained the variables 1) having a preexisting medical condition or having taken antibiotics within 1 week and 2) age &gt; 80 years or having a medication change within 28 days. They had a sensitivity of 91.3% (95% confidence interval [CI] = 86.3%–95.0%) and a specificity of 37.9% (95% CI = 35.3%–40.6%) for ADEs. Conclusions Our study validated clinical decision rules that can be applied by clinical pharmacists to limit the number of patients requiring medication review, while identifying the majority of patients presenting with clinically significant ADEs.</description><identifier>ISSN: 1069-6563</identifier><identifier>EISSN: 1553-2712</identifier><identifier>DOI: 10.1111/acem.13407</identifier><identifier>PMID: 29517818</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Adult ; Aged ; Antibiotics ; Canada ; Clinical Decision-Making ; Drug therapy ; Drug-Related Side Effects and Adverse Reactions - diagnosis ; Emergency medical care ; Emergency Service, Hospital - standards ; Female ; Health risk assessment ; Humans ; Male ; Middle Aged ; Original Contribution ; Original Contributions ; Pharmacists - organization &amp; administration ; Pharmacology ; Prospective Studies ; Risk Assessment ; Sensitivity and Specificity ; Side effects</subject><ispartof>Academic emergency medicine, 2018-09, Vol.25 (9), p.1015-1026</ispartof><rights>2018 The Authors. published by Wiley Periodicals, Inc. on behalf of Society for Academic Emergency Medicine.</rights><rights>2018 The Authors. Academic Emergency Medicine published by Wiley Periodicals, Inc. on behalf of Society for Academic Emergency Medicine.</rights><rights>Copyright © 2018 Society for Academic Emergency Medicine</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5147-388e8afcce145b1accd80721c54b7d6d81c554ccd16984e2a33403700ee6dbcf3</citedby><cites>FETCH-LOGICAL-c5147-388e8afcce145b1accd80721c54b7d6d81c554ccd16984e2a33403700ee6dbcf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29517818$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Griffey, Richard T.</contributor><creatorcontrib>Hohl, Corinne M.</creatorcontrib><creatorcontrib>Badke, Katherin</creatorcontrib><creatorcontrib>Zhao, Amy</creatorcontrib><creatorcontrib>Wickham, Maeve E.</creatorcontrib><creatorcontrib>Woo, Stephanie A.</creatorcontrib><creatorcontrib>Sivilotti, Marco L.A.</creatorcontrib><creatorcontrib>Perry, Jeffrey J.</creatorcontrib><creatorcontrib>Griffey, Richard T.</creatorcontrib><title>Prospective Validation of Clinical Criteria to Identify Emergency Department Patients at High Risk for Adverse Drug Events</title><title>Academic emergency medicine</title><addtitle>Acad Emerg Med</addtitle><description>Objectives Adverse drug events (ADEs) cause or contribute to one in nine emergency department (ED) presentations in North America and are often misdiagnosed. EDs have insufficient clinical pharmacists to complete medication reviews in all incoming patients, even though pharmacist‐led medications reviews have been associated with improved health outcomes. Our objective was to validate clinical decision rules to identify patients presenting with ADEs so they could be prioritized for pharmacist‐led medication review. Methods This multicenter, prospective study was conducted in two tertiary and one community hospital in Canada. We enrolled 1,529 adults presenting to EDs over 12 months. We applied two clinical decision rules and collected baseline variables prior to assessments by clinical pharmacists and physicians. We compared the physician and pharmacist diagnoses with the decision rule results. The primary outcome was a moderate or severe ADE, defined as an unintended and harmful event related to medication use or misuse, which required a change in medical therapy, diagnostic testing, consultation, or admission. An independent committee adjudicated uncertain and discordant cases. We calculated the diagnostic accuracy of both rules. Results Among 1,529 patients, 184 (12.0%) were diagnosed with an ADE. Rule 1 contained the variables 1) having a preexisting medical condition or having taken antibiotics within 1 week and 2) age &gt; 80 years or having a medication change within 28 days. They had a sensitivity of 91.3% (95% confidence interval [CI] = 86.3%–95.0%) and a specificity of 37.9% (95% CI = 35.3%–40.6%) for ADEs. Conclusions Our study validated clinical decision rules that can be applied by clinical pharmacists to limit the number of patients requiring medication review, while identifying the majority of patients presenting with clinically significant ADEs.</description><subject>Adult</subject><subject>Aged</subject><subject>Antibiotics</subject><subject>Canada</subject><subject>Clinical Decision-Making</subject><subject>Drug therapy</subject><subject>Drug-Related Side Effects and Adverse Reactions - diagnosis</subject><subject>Emergency medical care</subject><subject>Emergency Service, Hospital - standards</subject><subject>Female</subject><subject>Health risk assessment</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Original Contribution</subject><subject>Original Contributions</subject><subject>Pharmacists - organization &amp; administration</subject><subject>Pharmacology</subject><subject>Prospective Studies</subject><subject>Risk Assessment</subject><subject>Sensitivity and Specificity</subject><subject>Side effects</subject><issn>1069-6563</issn><issn>1553-2712</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp9kVFP2zAQx60JtDK2l32AyRJvSGG-OI6TF6QqdAOpaGiCvVquc2kNSVzstKh8ety1Q_Ayv9zp7uf_ne5PyFdgZxDfd22wOwOeMfmBHIEQPEklpAcxZ3mZ5CLnI_IphHvGmJCl_EhGaSlAFlAckecb78ISzWDXSP_o1tZ6sK6nrqFVa3trdEsrbwf0VtPB0asa-8E2Gzrp0M-xNxt6gUvthy7W6U38HGOgeqCXdr6gv214oI3zdFyv0QekF341p5P1FvpMDhvdBvyyj8fk7sfktrpMpr9-XlXjaWIEZDLhRYGFboxByMQMtDF1wWQKRmQzWed1ETORxSrkZZFhqnm8BJeMIeb1zDT8mJzvdJerWYe1ibO9btXS2077jXLaqved3i7U3K1VDlJkIKLAyV7Au8cVhkHdu5Xv484qBQZlKTjwSJ3uKBMvGjw2rxOAqa1PauuT-utThL-93ekV_WdMBGAHPNkWN_-RUuNqcr0TfQGoI5_7</recordid><startdate>201809</startdate><enddate>201809</enddate><creator>Hohl, Corinne M.</creator><creator>Badke, Katherin</creator><creator>Zhao, Amy</creator><creator>Wickham, Maeve E.</creator><creator>Woo, Stephanie A.</creator><creator>Sivilotti, Marco L.A.</creator><creator>Perry, Jeffrey J.</creator><creator>Griffey, Richard T.</creator><general>Wiley Subscription Services, Inc</general><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>U9A</scope><scope>5PM</scope></search><sort><creationdate>201809</creationdate><title>Prospective Validation of Clinical Criteria to Identify Emergency Department Patients at High Risk for Adverse Drug Events</title><author>Hohl, Corinne M. ; Badke, Katherin ; Zhao, Amy ; Wickham, Maeve E. ; Woo, Stephanie A. ; Sivilotti, Marco L.A. ; Perry, Jeffrey J. ; Griffey, Richard T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5147-388e8afcce145b1accd80721c54b7d6d81c554ccd16984e2a33403700ee6dbcf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Antibiotics</topic><topic>Canada</topic><topic>Clinical Decision-Making</topic><topic>Drug therapy</topic><topic>Drug-Related Side Effects and Adverse Reactions - diagnosis</topic><topic>Emergency medical care</topic><topic>Emergency Service, Hospital - standards</topic><topic>Female</topic><topic>Health risk assessment</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Original Contribution</topic><topic>Original Contributions</topic><topic>Pharmacists - organization &amp; administration</topic><topic>Pharmacology</topic><topic>Prospective Studies</topic><topic>Risk Assessment</topic><topic>Sensitivity and Specificity</topic><topic>Side effects</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hohl, Corinne M.</creatorcontrib><creatorcontrib>Badke, Katherin</creatorcontrib><creatorcontrib>Zhao, Amy</creatorcontrib><creatorcontrib>Wickham, Maeve E.</creatorcontrib><creatorcontrib>Woo, Stephanie A.</creatorcontrib><creatorcontrib>Sivilotti, Marco L.A.</creatorcontrib><creatorcontrib>Perry, Jeffrey J.</creatorcontrib><creatorcontrib>Griffey, Richard T.</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley Online Library Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Academic emergency medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hohl, Corinne M.</au><au>Badke, Katherin</au><au>Zhao, Amy</au><au>Wickham, Maeve E.</au><au>Woo, Stephanie A.</au><au>Sivilotti, Marco L.A.</au><au>Perry, Jeffrey J.</au><au>Griffey, Richard T.</au><au>Griffey, Richard T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prospective Validation of Clinical Criteria to Identify Emergency Department Patients at High Risk for Adverse Drug Events</atitle><jtitle>Academic emergency medicine</jtitle><addtitle>Acad Emerg Med</addtitle><date>2018-09</date><risdate>2018</risdate><volume>25</volume><issue>9</issue><spage>1015</spage><epage>1026</epage><pages>1015-1026</pages><issn>1069-6563</issn><eissn>1553-2712</eissn><abstract>Objectives Adverse drug events (ADEs) cause or contribute to one in nine emergency department (ED) presentations in North America and are often misdiagnosed. EDs have insufficient clinical pharmacists to complete medication reviews in all incoming patients, even though pharmacist‐led medications reviews have been associated with improved health outcomes. Our objective was to validate clinical decision rules to identify patients presenting with ADEs so they could be prioritized for pharmacist‐led medication review. Methods This multicenter, prospective study was conducted in two tertiary and one community hospital in Canada. We enrolled 1,529 adults presenting to EDs over 12 months. We applied two clinical decision rules and collected baseline variables prior to assessments by clinical pharmacists and physicians. We compared the physician and pharmacist diagnoses with the decision rule results. The primary outcome was a moderate or severe ADE, defined as an unintended and harmful event related to medication use or misuse, which required a change in medical therapy, diagnostic testing, consultation, or admission. An independent committee adjudicated uncertain and discordant cases. We calculated the diagnostic accuracy of both rules. Results Among 1,529 patients, 184 (12.0%) were diagnosed with an ADE. Rule 1 contained the variables 1) having a preexisting medical condition or having taken antibiotics within 1 week and 2) age &gt; 80 years or having a medication change within 28 days. They had a sensitivity of 91.3% (95% confidence interval [CI] = 86.3%–95.0%) and a specificity of 37.9% (95% CI = 35.3%–40.6%) for ADEs. Conclusions Our study validated clinical decision rules that can be applied by clinical pharmacists to limit the number of patients requiring medication review, while identifying the majority of patients presenting with clinically significant ADEs.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>29517818</pmid><doi>10.1111/acem.13407</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record>
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language eng
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source Wiley-Blackwell Read & Publish Collection
subjects Adult
Aged
Antibiotics
Canada
Clinical Decision-Making
Drug therapy
Drug-Related Side Effects and Adverse Reactions - diagnosis
Emergency medical care
Emergency Service, Hospital - standards
Female
Health risk assessment
Humans
Male
Middle Aged
Original Contribution
Original Contributions
Pharmacists - organization & administration
Pharmacology
Prospective Studies
Risk Assessment
Sensitivity and Specificity
Side effects
title Prospective Validation of Clinical Criteria to Identify Emergency Department Patients at High Risk for Adverse Drug Events
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