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Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study
BACKGROUND: Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropria...
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Published in: | The Annals of pharmacotherapy 2012-07, Vol.46 (7-8), p.960-971 |
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container_title | The Annals of pharmacotherapy |
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creator | Sikdar, Khokan C Dowden, Jeffrey Alaghehbandan, Reza MacDonald, Don Wang, Peizhong Peter Gadag, Veeresh |
description | BACKGROUND:
Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropriate models that best present the observed data.
OBJECTIVE:
To determine the incidence of ADRs among elderly hospitalized patients, assess patient-related risk factors for the number of ADRs, and review drug classes commonly responsible for ADRs.
METHODS:
This retrospective cohort study used a population-based large administrative database on hospital separations from all acute care hospitals in the Canadian province of Newfoundland and Labrador. Patients aged 65 years or older with at least 1 hospital admission from April 1, 1995, to March 31, 2007, were included. Comorbidities, Charlson Comorbidity Index (CCI), and sociodemographic factors were assessed as predictors of ADR counts. A zero-inflated negative binomial regression model was used for analysis.
RESULTS:
The study cohort contained 64,446 patients. The incidence of ADRs was 15.2 per 1000 person-years (95% CI 14.8 to 15.7). Of those having an ADR, 15.4% had recurrent ADRs. The most common drug category implicated in ADRs was cardiovascular agents (17.7%). A dose-response relationship was found between CCI and ADR counts (rate ratio [RR] 1.67, 95% CI 1.41 to 1.98 for CCI 2-3; RR 2.38, 95% CI 1.98 to 2.87 for CCI 4-5; and RR 3.83, 95% CI 3.21-4.57 for CCI ≥6). Comorbid conditions including congestive heart failure (RR 1.58, 95% CI 1.33 to 1.89), diabetes (RR 2.42, 95% CI 1.64 to 3.56), and cancer (RR 3.12, 95% CI 2.58 to 3.76) were strong predictors. Rural areas (RR 1.22, 95% CI 1.01 to 1.46) were associated with increased risk for ADRs, whereas age and sex had no effect.
CONCLUSIONS:
Comorbidity from chronic diseases and severity of illness, rather than individual characteristics (advancing age and sex), increased the likelihood of ADRs. Changes in the delivery of care focusing on the monitoring of prescribed drugs in elderly patients with comorbidities could mitigate ADRs. |
doi_str_mv | 10.1345/aph.1Q529 |
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fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1030874806</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1345_aph.1Q529</sage_id><sourcerecordid>1030874806</sourcerecordid><originalsourceid>FETCH-LOGICAL-c276t-3bf68d751c1f4c4795aba965493a196c473f7fd84516a568418b0987bba31f223</originalsourceid><addsrcrecordid>eNpt0MtO3DAUBmCrApVLu-AFkDcgWGRqO_Gtu2G4VRqplLaLrqKT5ITJKJOktoM0PD2GGcqmK1vWd34f_YQccTbhaSa_wLCY8B9S2A9kn8tMJEpothPvTLGECcP2yIH3S8aY5cJ-JHtC6NRqLvdJN60e0Xmkl258oPcIZWj6ztOmo1dtha5d09veD02AtnnCit5BaLAL_iudUi6SPwiO3vXD2MLLXHIBPqJ7DC4OYcx6RDrrF70L9GcYq_UnsltD6_Hz9jwkv6-vfs1uk_n3m2-z6TwphVYhSYtamUpLXvI6KzNtJRRglcxsCtyq-JLWuq5MJrkCqUzGTcGs0UUBKa-FSA_J2SZ3cP3fEX3IV40vsW2hw370OWcpMzozTEV6vqFl3Nk7rPPBNStw64jyl3rzWG_-Wm-0x9vYsVhh9U--9RnByRaAL6GtHXRl49-dEiauy6M73TgPD5gv-9F1sY7__PgMffCObw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1030874806</pqid></control><display><type>article</type><title>Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study</title><source>Sage Journals Online</source><creator>Sikdar, Khokan C ; Dowden, Jeffrey ; Alaghehbandan, Reza ; MacDonald, Don ; Wang, Peizhong Peter ; Gadag, Veeresh</creator><creatorcontrib>Sikdar, Khokan C ; Dowden, Jeffrey ; Alaghehbandan, Reza ; MacDonald, Don ; Wang, Peizhong Peter ; Gadag, Veeresh</creatorcontrib><description>BACKGROUND:
Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropriate models that best present the observed data.
OBJECTIVE:
To determine the incidence of ADRs among elderly hospitalized patients, assess patient-related risk factors for the number of ADRs, and review drug classes commonly responsible for ADRs.
METHODS:
This retrospective cohort study used a population-based large administrative database on hospital separations from all acute care hospitals in the Canadian province of Newfoundland and Labrador. Patients aged 65 years or older with at least 1 hospital admission from April 1, 1995, to March 31, 2007, were included. Comorbidities, Charlson Comorbidity Index (CCI), and sociodemographic factors were assessed as predictors of ADR counts. A zero-inflated negative binomial regression model was used for analysis.
RESULTS:
The study cohort contained 64,446 patients. The incidence of ADRs was 15.2 per 1000 person-years (95% CI 14.8 to 15.7). Of those having an ADR, 15.4% had recurrent ADRs. The most common drug category implicated in ADRs was cardiovascular agents (17.7%). A dose-response relationship was found between CCI and ADR counts (rate ratio [RR] 1.67, 95% CI 1.41 to 1.98 for CCI 2-3; RR 2.38, 95% CI 1.98 to 2.87 for CCI 4-5; and RR 3.83, 95% CI 3.21-4.57 for CCI ≥6). Comorbid conditions including congestive heart failure (RR 1.58, 95% CI 1.33 to 1.89), diabetes (RR 2.42, 95% CI 1.64 to 3.56), and cancer (RR 3.12, 95% CI 2.58 to 3.76) were strong predictors. Rural areas (RR 1.22, 95% CI 1.01 to 1.46) were associated with increased risk for ADRs, whereas age and sex had no effect.
CONCLUSIONS:
Comorbidity from chronic diseases and severity of illness, rather than individual characteristics (advancing age and sex), increased the likelihood of ADRs. Changes in the delivery of care focusing on the monitoring of prescribed drugs in elderly patients with comorbidities could mitigate ADRs.</description><identifier>ISSN: 1060-0280</identifier><identifier>EISSN: 1542-6270</identifier><identifier>DOI: 10.1345/aph.1Q529</identifier><identifier>PMID: 22739715</identifier><identifier>CODEN: APHRER</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Adverse Drug Reaction Reporting Systems - statistics & numerical data ; Aged ; Biological and medical sciences ; Chronic Disease ; Drug-Related Side Effects and Adverse Reactions ; Female ; Hospitalization - statistics & numerical data ; Humans ; Male ; Medical sciences ; Pharmacology. Drug treatments ; Retrospective Studies ; Severity of Illness Index</subject><ispartof>The Annals of pharmacotherapy, 2012-07, Vol.46 (7-8), p.960-971</ispartof><rights>2012 SAGE Publications</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c276t-3bf68d751c1f4c4795aba965493a196c473f7fd84516a568418b0987bba31f223</citedby><cites>FETCH-LOGICAL-c276t-3bf68d751c1f4c4795aba965493a196c473f7fd84516a568418b0987bba31f223</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,79364</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26285681$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22739715$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sikdar, Khokan C</creatorcontrib><creatorcontrib>Dowden, Jeffrey</creatorcontrib><creatorcontrib>Alaghehbandan, Reza</creatorcontrib><creatorcontrib>MacDonald, Don</creatorcontrib><creatorcontrib>Wang, Peizhong Peter</creatorcontrib><creatorcontrib>Gadag, Veeresh</creatorcontrib><title>Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study</title><title>The Annals of pharmacotherapy</title><addtitle>Ann Pharmacother</addtitle><description>BACKGROUND:
Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropriate models that best present the observed data.
OBJECTIVE:
To determine the incidence of ADRs among elderly hospitalized patients, assess patient-related risk factors for the number of ADRs, and review drug classes commonly responsible for ADRs.
METHODS:
This retrospective cohort study used a population-based large administrative database on hospital separations from all acute care hospitals in the Canadian province of Newfoundland and Labrador. Patients aged 65 years or older with at least 1 hospital admission from April 1, 1995, to March 31, 2007, were included. Comorbidities, Charlson Comorbidity Index (CCI), and sociodemographic factors were assessed as predictors of ADR counts. A zero-inflated negative binomial regression model was used for analysis.
RESULTS:
The study cohort contained 64,446 patients. The incidence of ADRs was 15.2 per 1000 person-years (95% CI 14.8 to 15.7). Of those having an ADR, 15.4% had recurrent ADRs. The most common drug category implicated in ADRs was cardiovascular agents (17.7%). A dose-response relationship was found between CCI and ADR counts (rate ratio [RR] 1.67, 95% CI 1.41 to 1.98 for CCI 2-3; RR 2.38, 95% CI 1.98 to 2.87 for CCI 4-5; and RR 3.83, 95% CI 3.21-4.57 for CCI ≥6). Comorbid conditions including congestive heart failure (RR 1.58, 95% CI 1.33 to 1.89), diabetes (RR 2.42, 95% CI 1.64 to 3.56), and cancer (RR 3.12, 95% CI 2.58 to 3.76) were strong predictors. Rural areas (RR 1.22, 95% CI 1.01 to 1.46) were associated with increased risk for ADRs, whereas age and sex had no effect.
CONCLUSIONS:
Comorbidity from chronic diseases and severity of illness, rather than individual characteristics (advancing age and sex), increased the likelihood of ADRs. Changes in the delivery of care focusing on the monitoring of prescribed drugs in elderly patients with comorbidities could mitigate ADRs.</description><subject>Adverse Drug Reaction Reporting Systems - statistics & numerical data</subject><subject>Aged</subject><subject>Biological and medical sciences</subject><subject>Chronic Disease</subject><subject>Drug-Related Side Effects and Adverse Reactions</subject><subject>Female</subject><subject>Hospitalization - statistics & numerical data</subject><subject>Humans</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Pharmacology. Drug treatments</subject><subject>Retrospective Studies</subject><subject>Severity of Illness Index</subject><issn>1060-0280</issn><issn>1542-6270</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNpt0MtO3DAUBmCrApVLu-AFkDcgWGRqO_Gtu2G4VRqplLaLrqKT5ITJKJOktoM0PD2GGcqmK1vWd34f_YQccTbhaSa_wLCY8B9S2A9kn8tMJEpothPvTLGECcP2yIH3S8aY5cJ-JHtC6NRqLvdJN60e0Xmkl258oPcIZWj6ztOmo1dtha5d09veD02AtnnCit5BaLAL_iudUi6SPwiO3vXD2MLLXHIBPqJ7DC4OYcx6RDrrF70L9GcYq_UnsltD6_Hz9jwkv6-vfs1uk_n3m2-z6TwphVYhSYtamUpLXvI6KzNtJRRglcxsCtyq-JLWuq5MJrkCqUzGTcGs0UUBKa-FSA_J2SZ3cP3fEX3IV40vsW2hw370OWcpMzozTEV6vqFl3Nk7rPPBNStw64jyl3rzWG_-Wm-0x9vYsVhh9U--9RnByRaAL6GtHXRl49-dEiauy6M73TgPD5gv-9F1sY7__PgMffCObw</recordid><startdate>20120701</startdate><enddate>20120701</enddate><creator>Sikdar, Khokan C</creator><creator>Dowden, Jeffrey</creator><creator>Alaghehbandan, Reza</creator><creator>MacDonald, Don</creator><creator>Wang, Peizhong Peter</creator><creator>Gadag, Veeresh</creator><general>SAGE Publications</general><general>Whitney</general><scope>IQODW</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>7X8</scope></search><sort><creationdate>20120701</creationdate><title>Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study</title><author>Sikdar, Khokan C ; Dowden, Jeffrey ; Alaghehbandan, Reza ; MacDonald, Don ; Wang, Peizhong Peter ; Gadag, Veeresh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c276t-3bf68d751c1f4c4795aba965493a196c473f7fd84516a568418b0987bba31f223</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Adverse Drug Reaction Reporting Systems - statistics & numerical data</topic><topic>Aged</topic><topic>Biological and medical sciences</topic><topic>Chronic Disease</topic><topic>Drug-Related Side Effects and Adverse Reactions</topic><topic>Female</topic><topic>Hospitalization - statistics & numerical data</topic><topic>Humans</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Pharmacology. Drug treatments</topic><topic>Retrospective Studies</topic><topic>Severity of Illness Index</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sikdar, Khokan C</creatorcontrib><creatorcontrib>Dowden, Jeffrey</creatorcontrib><creatorcontrib>Alaghehbandan, Reza</creatorcontrib><creatorcontrib>MacDonald, Don</creatorcontrib><creatorcontrib>Wang, Peizhong Peter</creatorcontrib><creatorcontrib>Gadag, Veeresh</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Annals of pharmacotherapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sikdar, Khokan C</au><au>Dowden, Jeffrey</au><au>Alaghehbandan, Reza</au><au>MacDonald, Don</au><au>Wang, Peizhong Peter</au><au>Gadag, Veeresh</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study</atitle><jtitle>The Annals of pharmacotherapy</jtitle><addtitle>Ann Pharmacother</addtitle><date>2012-07-01</date><risdate>2012</risdate><volume>46</volume><issue>7-8</issue><spage>960</spage><epage>971</epage><pages>960-971</pages><issn>1060-0280</issn><eissn>1542-6270</eissn><coden>APHRER</coden><abstract>BACKGROUND:
Although research has identified some risk factors for first-time adverse drug reactions (ADRs), little is known about the risks associated with the number of ADRs. Modeling ADR counts is relatively complex because of the rarity of the events, requiring careful consideration of appropriate models that best present the observed data.
OBJECTIVE:
To determine the incidence of ADRs among elderly hospitalized patients, assess patient-related risk factors for the number of ADRs, and review drug classes commonly responsible for ADRs.
METHODS:
This retrospective cohort study used a population-based large administrative database on hospital separations from all acute care hospitals in the Canadian province of Newfoundland and Labrador. Patients aged 65 years or older with at least 1 hospital admission from April 1, 1995, to March 31, 2007, were included. Comorbidities, Charlson Comorbidity Index (CCI), and sociodemographic factors were assessed as predictors of ADR counts. A zero-inflated negative binomial regression model was used for analysis.
RESULTS:
The study cohort contained 64,446 patients. The incidence of ADRs was 15.2 per 1000 person-years (95% CI 14.8 to 15.7). Of those having an ADR, 15.4% had recurrent ADRs. The most common drug category implicated in ADRs was cardiovascular agents (17.7%). A dose-response relationship was found between CCI and ADR counts (rate ratio [RR] 1.67, 95% CI 1.41 to 1.98 for CCI 2-3; RR 2.38, 95% CI 1.98 to 2.87 for CCI 4-5; and RR 3.83, 95% CI 3.21-4.57 for CCI ≥6). Comorbid conditions including congestive heart failure (RR 1.58, 95% CI 1.33 to 1.89), diabetes (RR 2.42, 95% CI 1.64 to 3.56), and cancer (RR 3.12, 95% CI 2.58 to 3.76) were strong predictors. Rural areas (RR 1.22, 95% CI 1.01 to 1.46) were associated with increased risk for ADRs, whereas age and sex had no effect.
CONCLUSIONS:
Comorbidity from chronic diseases and severity of illness, rather than individual characteristics (advancing age and sex), increased the likelihood of ADRs. Changes in the delivery of care focusing on the monitoring of prescribed drugs in elderly patients with comorbidities could mitigate ADRs.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>22739715</pmid><doi>10.1345/aph.1Q529</doi><tpages>12</tpages></addata></record> |
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subjects | Adverse Drug Reaction Reporting Systems - statistics & numerical data Aged Biological and medical sciences Chronic Disease Drug-Related Side Effects and Adverse Reactions Female Hospitalization - statistics & numerical data Humans Male Medical sciences Pharmacology. Drug treatments Retrospective Studies Severity of Illness Index |
title | Adverse Drug Reactions in Elderly Hospitalized Patients: A 12-Year Population-Based Retrospective Cohort Study |
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