Determination of risk factors for drug-related problems: a multidisciplinary triangulation process
Introduction and objectives Drug-related problems (DRPs) constitute a frequent safety issue among hospitalised patients leading to patient harm and increased healthcare costs. Because many DRPs are preventable, the specific risk factors that facilitate their occurrence are of considerable interest....
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description | Introduction and objectives Drug-related problems (DRPs) constitute a frequent safety issue among hospitalised patients leading to patient harm and increased healthcare costs. Because many DRPs are preventable, the specific risk factors that facilitate their occurrence are of considerable interest. The objective of our study was to assess risk factors for the occurrence of DRPs with the intention to identify patients at risk for DRPs to guide and target preventive measures where they are needed most in patients. Design Triangulation process using a mixed methods approach. Methods We conducted an expert panel, using the nominal group technique (NGT) and a qualitative analysis, to gather risk factors for DRPs. The expert panel consisted of two consultant hospital physicians (internal medicine and geriatrics), one emergency physician, one independent general practitioner, one clinical pharmacologist, one clinical pharmacist, one registered nurse, one home care nurse and two independent community pharmacists. The literature was searched for additional risk factors. Gathered factors from the literature search and the NGT were assembled and validated in a two-round Delphi questionnaire. Results The NGT resulted in the identification of 33 items with 13 additional risk factors from the qualitative analysis of the discussion. The literature search delivered another 39 risk factors. The 85 risk factors were refined to produce 42 statements for the Delphi online questionnaire. Of these, 27 risk factors were judged to be ‘important’ or ‘rather important’. Conclusions The gathered risk factors may help to characterise and identify patients at risk for DRPs and may enable clinical pharmacists to guide and target preventive measures in order to limit the occurrence of DRPs. As a further step, these risk factors will serve as the basis for a screening tool to identify patients at risk for DRPs. |
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Because many DRPs are preventable, the specific risk factors that facilitate their occurrence are of considerable interest. The objective of our study was to assess risk factors for the occurrence of DRPs with the intention to identify patients at risk for DRPs to guide and target preventive measures where they are needed most in patients. Design Triangulation process using a mixed methods approach. Methods We conducted an expert panel, using the nominal group technique (NGT) and a qualitative analysis, to gather risk factors for DRPs. The expert panel consisted of two consultant hospital physicians (internal medicine and geriatrics), one emergency physician, one independent general practitioner, one clinical pharmacologist, one clinical pharmacist, one registered nurse, one home care nurse and two independent community pharmacists. The literature was searched for additional risk factors. Gathered factors from the literature search and the NGT were assembled and validated in a two-round Delphi questionnaire. Results The NGT resulted in the identification of 33 items with 13 additional risk factors from the qualitative analysis of the discussion. The literature search delivered another 39 risk factors. The 85 risk factors were refined to produce 42 statements for the Delphi online questionnaire. Of these, 27 risk factors were judged to be ‘important’ or ‘rather important’. Conclusions The gathered risk factors may help to characterise and identify patients at risk for DRPs and may enable clinical pharmacists to guide and target preventive measures in order to limit the occurrence of DRPs. As a further step, these risk factors will serve as the basis for a screening tool to identify patients at risk for DRPs.</description><identifier>ISSN: 2044-6055</identifier><identifier>EISSN: 2044-6055</identifier><identifier>DOI: 10.1136/bmjopen-2014-006376</identifier><identifier>PMID: 25795686</identifier><language>eng</language><publisher>England: BMJ Publishing Group LTD</publisher><subject>Dementia ; Drug-Related Side Effects and Adverse Reactions ; Experts ; Humans ; Internal medicine ; Interprofessional Relations ; Interviews ; Methods ; Pharmacology and Therapeutics ; Pharmacy Service, Hospital ; Qualitative Research ; Quality Assurance, Health Care ; Research methodology ; Risk Assessment ; Risk Factors ; Studies ; Surveys and Questionnaires</subject><ispartof>BMJ open, 2015-01, Vol.5 (3), p.e006376-e006376</ispartof><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions 2015 This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b542t-3c8a77af73b653779678b8ea681b6579899a4926470e5c38ef2e425d48d815af3</citedby><cites>FETCH-LOGICAL-b542t-3c8a77af73b653779678b8ea681b6579899a4926470e5c38ef2e425d48d815af3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttp://bmjopen.bmj.com/content/5/3/e006376.full.pdf$$EPDF$$P50$$Gbmj$$Hfree_for_read</linktopdf><linktohtml>$$Uhttp://bmjopen.bmj.com/content/5/3/e006376.full$$EHTML$$P50$$Gbmj$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27526,27527,27901,27902,53766,53768,77344,77375</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25795686$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kaufmann, Carole P</creatorcontrib><creatorcontrib>Stämpfli, Dominik</creatorcontrib><creatorcontrib>Hersberger, Kurt E</creatorcontrib><creatorcontrib>Lampert, Markus L</creatorcontrib><title>Determination of risk factors for drug-related problems: a multidisciplinary triangulation process</title><title>BMJ open</title><addtitle>BMJ Open</addtitle><description>Introduction and objectives Drug-related problems (DRPs) constitute a frequent safety issue among hospitalised patients leading to patient harm and increased healthcare costs. Because many DRPs are preventable, the specific risk factors that facilitate their occurrence are of considerable interest. The objective of our study was to assess risk factors for the occurrence of DRPs with the intention to identify patients at risk for DRPs to guide and target preventive measures where they are needed most in patients. Design Triangulation process using a mixed methods approach. Methods We conducted an expert panel, using the nominal group technique (NGT) and a qualitative analysis, to gather risk factors for DRPs. The expert panel consisted of two consultant hospital physicians (internal medicine and geriatrics), one emergency physician, one independent general practitioner, one clinical pharmacologist, one clinical pharmacist, one registered nurse, one home care nurse and two independent community pharmacists. The literature was searched for additional risk factors. Gathered factors from the literature search and the NGT were assembled and validated in a two-round Delphi questionnaire. Results The NGT resulted in the identification of 33 items with 13 additional risk factors from the qualitative analysis of the discussion. The literature search delivered another 39 risk factors. The 85 risk factors were refined to produce 42 statements for the Delphi online questionnaire. Of these, 27 risk factors were judged to be ‘important’ or ‘rather important’. Conclusions The gathered risk factors may help to characterise and identify patients at risk for DRPs and may enable clinical pharmacists to guide and target preventive measures in order to limit the occurrence of DRPs. As a further step, these risk factors will serve as the basis for a screening tool to identify patients at risk for DRPs.</description><subject>Dementia</subject><subject>Drug-Related Side Effects and Adverse Reactions</subject><subject>Experts</subject><subject>Humans</subject><subject>Internal medicine</subject><subject>Interprofessional Relations</subject><subject>Interviews</subject><subject>Methods</subject><subject>Pharmacology and Therapeutics</subject><subject>Pharmacy Service, Hospital</subject><subject>Qualitative Research</subject><subject>Quality Assurance, Health Care</subject><subject>Research methodology</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Studies</subject><subject>Surveys and Questionnaires</subject><issn>2044-6055</issn><issn>2044-6055</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>9YT</sourceid><sourceid>ACMMV</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqNkUtrFjEYhYMottT-AkECbtxMzf3iQpB6hYIbXYfMzDuf-cxMxiQj-O9Nmc9SXZlNQvKcw3tyEHpKyRWlXL3s52NaYekYoaIjRHGtHqBzRoToFJHy4b3zGbos5UjaEtJKyR6jMya1lcqoc9S_hQp5DouvIS04TTiH8h1PfqgpFzyljMe8HboM0VcY8ZpTH2Eur7DH8xZrGEMZwhqbQf6Faw5-OWxxN2vsAKU8QY8mHwtcnvYL9PX9uy_XH7ubzx8-Xb-56XopWO34YLzWftK8V5JrbZU2vQGvDG0X2hprvbBMCU1ADtzAxEAwOQozGir9xC_Q69133foZxgGWmn10aw5zm80lH9zfL0v45g7ppxNcGattM3hxMsjpxwalurmFgxj9AmkrjiqlWPs3Khv6_B_0mLa8tHiOaiM5Z4LRRvGdGnIqJcN0Nwwl7rZGd6rR3dbo9hqb6tn9HHeaP6U14GoHmvq_HH8DSZuq3Q</recordid><startdate>20150101</startdate><enddate>20150101</enddate><creator>Kaufmann, Carole P</creator><creator>Stämpfli, Dominik</creator><creator>Hersberger, Kurt E</creator><creator>Lampert, Markus L</creator><general>BMJ Publishing Group LTD</general><general>BMJ Publishing Group</general><scope>9YT</scope><scope>ACMMV</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>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BTHHO</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20150101</creationdate><title>Determination of risk factors for drug-related problems: a multidisciplinary triangulation process</title><author>Kaufmann, Carole P ; Stämpfli, Dominik ; Hersberger, Kurt E ; Lampert, Markus L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b542t-3c8a77af73b653779678b8ea681b6579899a4926470e5c38ef2e425d48d815af3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Dementia</topic><topic>Drug-Related Side Effects and Adverse Reactions</topic><topic>Experts</topic><topic>Humans</topic><topic>Internal medicine</topic><topic>Interprofessional Relations</topic><topic>Interviews</topic><topic>Methods</topic><topic>Pharmacology and Therapeutics</topic><topic>Pharmacy Service, Hospital</topic><topic>Qualitative Research</topic><topic>Quality Assurance, Health Care</topic><topic>Research methodology</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Studies</topic><topic>Surveys and Questionnaires</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kaufmann, Carole P</creatorcontrib><creatorcontrib>Stämpfli, Dominik</creatorcontrib><creatorcontrib>Hersberger, Kurt E</creatorcontrib><creatorcontrib>Lampert, Markus L</creatorcontrib><collection>BMJ Open Access Journals</collection><collection>BMJ Journals:Open Access</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 Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>BMJ Journals</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMJ open</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kaufmann, Carole P</au><au>Stämpfli, Dominik</au><au>Hersberger, Kurt E</au><au>Lampert, Markus L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determination of risk factors for drug-related problems: a multidisciplinary triangulation process</atitle><jtitle>BMJ open</jtitle><addtitle>BMJ Open</addtitle><date>2015-01-01</date><risdate>2015</risdate><volume>5</volume><issue>3</issue><spage>e006376</spage><epage>e006376</epage><pages>e006376-e006376</pages><issn>2044-6055</issn><eissn>2044-6055</eissn><abstract>Introduction and objectives Drug-related problems (DRPs) constitute a frequent safety issue among hospitalised patients leading to patient harm and increased healthcare costs. Because many DRPs are preventable, the specific risk factors that facilitate their occurrence are of considerable interest. The objective of our study was to assess risk factors for the occurrence of DRPs with the intention to identify patients at risk for DRPs to guide and target preventive measures where they are needed most in patients. Design Triangulation process using a mixed methods approach. Methods We conducted an expert panel, using the nominal group technique (NGT) and a qualitative analysis, to gather risk factors for DRPs. The expert panel consisted of two consultant hospital physicians (internal medicine and geriatrics), one emergency physician, one independent general practitioner, one clinical pharmacologist, one clinical pharmacist, one registered nurse, one home care nurse and two independent community pharmacists. The literature was searched for additional risk factors. Gathered factors from the literature search and the NGT were assembled and validated in a two-round Delphi questionnaire. Results The NGT resulted in the identification of 33 items with 13 additional risk factors from the qualitative analysis of the discussion. The literature search delivered another 39 risk factors. The 85 risk factors were refined to produce 42 statements for the Delphi online questionnaire. Of these, 27 risk factors were judged to be ‘important’ or ‘rather important’. Conclusions The gathered risk factors may help to characterise and identify patients at risk for DRPs and may enable clinical pharmacists to guide and target preventive measures in order to limit the occurrence of DRPs. As a further step, these risk factors will serve as the basis for a screening tool to identify patients at risk for DRPs.</abstract><cop>England</cop><pub>BMJ Publishing Group LTD</pub><pmid>25795686</pmid><doi>10.1136/bmjopen-2014-006376</doi><oa>free_for_read</oa></addata></record> |
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subjects | Dementia Drug-Related Side Effects and Adverse Reactions Experts Humans Internal medicine Interprofessional Relations Interviews Methods Pharmacology and Therapeutics Pharmacy Service, Hospital Qualitative Research Quality Assurance, Health Care Research methodology Risk Assessment Risk Factors Studies Surveys and Questionnaires |
title | Determination of risk factors for drug-related problems: a multidisciplinary triangulation process |
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