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Clinically relevant potential drug–drug interactions among outpatients: A nationwide database study
Adverse drug events due to drug-drug interactions (DDIs) represent a considerable public health burden, also in Slovenia. A better understanding of the most frequently occurring potential DDIs may enable safer pharmacotherapy and minimize drug-related problems. The aim of this study was to evaluate...
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Published in: | Research in social and administrative pharmacy 2018-06, Vol.14 (6), p.572-580 |
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creator | Jazbar, Janja Locatelli, Igor Horvat, Nejc Kos, Mitja |
description | Adverse drug events due to drug-drug interactions (DDIs) represent a considerable public health burden, also in Slovenia. A better understanding of the most frequently occurring potential DDIs may enable safer pharmacotherapy and minimize drug-related problems.
The aim of this study was to evaluate the prevalence and predictors of potential DDIs among outpatients in Slovenia.
An analysis of potential DDIs was performed using health claims data on prescription drugs from a nationwide database. The Lexi-Interact Module was used as the reference source of interactions. The influence of patient-specific predictors on the risk of potential clinically relevant DDIs was evaluated using logistic regression model.
The study population included 1,179,803 outpatients who received 15,811,979 prescriptions. The total number of potential DDI cases identified was 3,974,994, of which 15.6% were potentially clinically relevant. Altogether, 9.3% (N = 191,213) of the total population in Slovenia is exposed to clinically relevant potential DDIs, and the proportion is higher among women and the elderly. After adjustment for cofactors, higher number of medications and older age are associated with higher odds of clinically relevant potential DDIs. The burden of DDIs is highest with drug combinations that increase risk of bleeding, enhance CNS depression or anticholinergic effects or cause cardiovascular complications.
The current study revealed that 1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs yearly. Taking into account the literature based conservative estimate that approximately 1% of potential DDIs result in negative health outcomes, roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant potential interactions alone.
•1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs.•Outpatients with higher number of medications and elderly have higher odds of clinically relevant potential DDIs.•Roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant DDIs. |
doi_str_mv | 10.1016/j.sapharm.2017.07.004 |
format | article |
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The aim of this study was to evaluate the prevalence and predictors of potential DDIs among outpatients in Slovenia.
An analysis of potential DDIs was performed using health claims data on prescription drugs from a nationwide database. The Lexi-Interact Module was used as the reference source of interactions. The influence of patient-specific predictors on the risk of potential clinically relevant DDIs was evaluated using logistic regression model.
The study population included 1,179,803 outpatients who received 15,811,979 prescriptions. The total number of potential DDI cases identified was 3,974,994, of which 15.6% were potentially clinically relevant. Altogether, 9.3% (N = 191,213) of the total population in Slovenia is exposed to clinically relevant potential DDIs, and the proportion is higher among women and the elderly. After adjustment for cofactors, higher number of medications and older age are associated with higher odds of clinically relevant potential DDIs. The burden of DDIs is highest with drug combinations that increase risk of bleeding, enhance CNS depression or anticholinergic effects or cause cardiovascular complications.
The current study revealed that 1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs yearly. Taking into account the literature based conservative estimate that approximately 1% of potential DDIs result in negative health outcomes, roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant potential interactions alone.
•1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs.•Outpatients with higher number of medications and elderly have higher odds of clinically relevant potential DDIs.•Roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant DDIs.</description><identifier>ISSN: 1551-7411</identifier><identifier>EISSN: 1934-8150</identifier><identifier>DOI: 10.1016/j.sapharm.2017.07.004</identifier><identifier>PMID: 28716467</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Database research ; Drug related problems ; Health claims data ; Outpatients ; Potential drug-drug interactions</subject><ispartof>Research in social and administrative pharmacy, 2018-06, Vol.14 (6), p.572-580</ispartof><rights>2017 Elsevier Inc.</rights><rights>Copyright © 2017 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c280t-e408a31f95496f84e6a9b2901036e76da5b1640f84350a6181d2aabcb1eb6c103</citedby><cites>FETCH-LOGICAL-c280t-e408a31f95496f84e6a9b2901036e76da5b1640f84350a6181d2aabcb1eb6c103</cites><orcidid>0000-0001-8460-276X ; 0000-0002-0052-8986</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28716467$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jazbar, Janja</creatorcontrib><creatorcontrib>Locatelli, Igor</creatorcontrib><creatorcontrib>Horvat, Nejc</creatorcontrib><creatorcontrib>Kos, Mitja</creatorcontrib><title>Clinically relevant potential drug–drug interactions among outpatients: A nationwide database study</title><title>Research in social and administrative pharmacy</title><addtitle>Res Social Adm Pharm</addtitle><description>Adverse drug events due to drug-drug interactions (DDIs) represent a considerable public health burden, also in Slovenia. A better understanding of the most frequently occurring potential DDIs may enable safer pharmacotherapy and minimize drug-related problems.
The aim of this study was to evaluate the prevalence and predictors of potential DDIs among outpatients in Slovenia.
An analysis of potential DDIs was performed using health claims data on prescription drugs from a nationwide database. The Lexi-Interact Module was used as the reference source of interactions. The influence of patient-specific predictors on the risk of potential clinically relevant DDIs was evaluated using logistic regression model.
The study population included 1,179,803 outpatients who received 15,811,979 prescriptions. The total number of potential DDI cases identified was 3,974,994, of which 15.6% were potentially clinically relevant. Altogether, 9.3% (N = 191,213) of the total population in Slovenia is exposed to clinically relevant potential DDIs, and the proportion is higher among women and the elderly. After adjustment for cofactors, higher number of medications and older age are associated with higher odds of clinically relevant potential DDIs. The burden of DDIs is highest with drug combinations that increase risk of bleeding, enhance CNS depression or anticholinergic effects or cause cardiovascular complications.
The current study revealed that 1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs yearly. Taking into account the literature based conservative estimate that approximately 1% of potential DDIs result in negative health outcomes, roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant potential interactions alone.
•1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs.•Outpatients with higher number of medications and elderly have higher odds of clinically relevant potential DDIs.•Roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant DDIs.</description><subject>Database research</subject><subject>Drug related problems</subject><subject>Health claims data</subject><subject>Outpatients</subject><subject>Potential drug-drug interactions</subject><issn>1551-7411</issn><issn>1934-8150</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkM2O1DAMgCMEYn_gEUA5culgt2nackGrEbBIK3GBc-QmniWj_pGku5ob78Ab8iRkNANXJEuO5M-x_QnxCmGDgPrtfhNp-U5h3JSAzQZygHoiLrGrVNFiDU_zu66xaBTihbiKcQ9QNYDqubgo2wa10s2l4O3gJ29pGA4y8MAPNCW5zImn5GmQLqz3v3_-Oibpp8SBbPLzFCWN83Qv5zUtlHyG4zt5Iyc6Fh-9Y-koUU-RZUyrO7wQz3Y0RH55ztfi28cPX7e3xd2XT5-3N3eFLVtIBStoqcJdV6tO71rFmrq-7ACh0txoR3Wf14ZcqWogjS26kqi3PXKvbaauxZvTv0uYf6wckxl9tDwMNPG8RoNdiVhh3WFG6xNqwxxj4J1Zgh8pHAyCORo2e3M2bI6GDeQAlften0es_cjuX9dfpRl4fwI4H_rgOZhosyHLzge2ybjZ_2fEH-8wke0</recordid><startdate>201806</startdate><enddate>201806</enddate><creator>Jazbar, Janja</creator><creator>Locatelli, Igor</creator><creator>Horvat, Nejc</creator><creator>Kos, Mitja</creator><general>Elsevier Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8460-276X</orcidid><orcidid>https://orcid.org/0000-0002-0052-8986</orcidid></search><sort><creationdate>201806</creationdate><title>Clinically relevant potential drug–drug interactions among outpatients: A nationwide database study</title><author>Jazbar, Janja ; Locatelli, Igor ; Horvat, Nejc ; Kos, Mitja</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c280t-e408a31f95496f84e6a9b2901036e76da5b1640f84350a6181d2aabcb1eb6c103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Database research</topic><topic>Drug related problems</topic><topic>Health claims data</topic><topic>Outpatients</topic><topic>Potential drug-drug interactions</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jazbar, Janja</creatorcontrib><creatorcontrib>Locatelli, Igor</creatorcontrib><creatorcontrib>Horvat, Nejc</creatorcontrib><creatorcontrib>Kos, Mitja</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Research in social and administrative pharmacy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jazbar, Janja</au><au>Locatelli, Igor</au><au>Horvat, Nejc</au><au>Kos, Mitja</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Clinically relevant potential drug–drug interactions among outpatients: A nationwide database study</atitle><jtitle>Research in social and administrative pharmacy</jtitle><addtitle>Res Social Adm Pharm</addtitle><date>2018-06</date><risdate>2018</risdate><volume>14</volume><issue>6</issue><spage>572</spage><epage>580</epage><pages>572-580</pages><issn>1551-7411</issn><eissn>1934-8150</eissn><abstract>Adverse drug events due to drug-drug interactions (DDIs) represent a considerable public health burden, also in Slovenia. A better understanding of the most frequently occurring potential DDIs may enable safer pharmacotherapy and minimize drug-related problems.
The aim of this study was to evaluate the prevalence and predictors of potential DDIs among outpatients in Slovenia.
An analysis of potential DDIs was performed using health claims data on prescription drugs from a nationwide database. The Lexi-Interact Module was used as the reference source of interactions. The influence of patient-specific predictors on the risk of potential clinically relevant DDIs was evaluated using logistic regression model.
The study population included 1,179,803 outpatients who received 15,811,979 prescriptions. The total number of potential DDI cases identified was 3,974,994, of which 15.6% were potentially clinically relevant. Altogether, 9.3% (N = 191,213) of the total population in Slovenia is exposed to clinically relevant potential DDIs, and the proportion is higher among women and the elderly. After adjustment for cofactors, higher number of medications and older age are associated with higher odds of clinically relevant potential DDIs. The burden of DDIs is highest with drug combinations that increase risk of bleeding, enhance CNS depression or anticholinergic effects or cause cardiovascular complications.
The current study revealed that 1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs yearly. Taking into account the literature based conservative estimate that approximately 1% of potential DDIs result in negative health outcomes, roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant potential interactions alone.
•1 in 10 individuals in the total Slovenian population is exposed to clinically relevant potential DDIs.•Outpatients with higher number of medications and elderly have higher odds of clinically relevant potential DDIs.•Roughly 1800 individuals in Slovenia experience an adverse health outcome each year as a result of clinically relevant DDIs.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>28716467</pmid><doi>10.1016/j.sapharm.2017.07.004</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-8460-276X</orcidid><orcidid>https://orcid.org/0000-0002-0052-8986</orcidid></addata></record> |
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subjects | Database research Drug related problems Health claims data Outpatients Potential drug-drug interactions |
title | Clinically relevant potential drug–drug interactions among outpatients: A nationwide database study |
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