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Development and pilot feasibility study of a health information technology tool to calculate mortality risk for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT)
Patients with no history of stroke but with stenosis of the carotid arteries can reduce the risk of future stroke with surgery or stenting. At present, a physicians' ability to recommend optimal treatments based on an individual's risk profile requires estimating the likelihood that a pati...
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Published in: | BMC medical informatics and decision making 2015-03, Vol.15 (1), p.20-20, Article 20 |
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creator | Faerber, Adrienne E Horvath, Rebecca Stillman, Carey O'Connell, Melissa L Hamilton, Amy L Newhall, Karina A Likosky, Donald S Goodney, Philip P |
description | Patients with no history of stroke but with stenosis of the carotid arteries can reduce the risk of future stroke with surgery or stenting. At present, a physicians' ability to recommend optimal treatments based on an individual's risk profile requires estimating the likelihood that a patient will have a poor peri-operative outcomes and the likelihood that the patient will survive long enough to gain benefit from the procedure. We describe the development of the CArotid Risk Assessment Tool (CARAT) into a 2-year mortality risk calculator within the electronic medical record, integrating the tool into the clinical workflow, training the clinical team to use the tool, and assessing the feasibility and acceptability of the tool in one clinic setting.
We modified an existing clinical flowsheet with the local electronic medical record for the CARAT risk model. To understand how CARAT would fit into the existing clinical workflow, we observed the clinic and talked with the clinical staff to develop a process map for the existing clinical workflow. CARAT was completed by the clinic nurse for patients identified on the clinic schedule as having carotid narrowing. We analyzed post-implementation assessment in two ways: quantifying the proportion of eligible patients with whom CARAT was utilized, and surveying surgeons to understand the impact of CARAT on decision-making and clinical workflow.
With minimum investment of institutional resources, we were able to produce a workable tool and pilot the tool in our clinic within a 6 month time period. Over 4 months, 287 patients were seen in the clinic with carotid narrowing, and clinic staff completed CARAT for 195 (68%). Per-surgeon completion rates ranged from 29 to 81%. Most patients (191 of 195, 98%) patients had a low 2-year calculated mortality risk. Most surgeons believed the risk assessment aligned with their expectations of patient predicted risk.
We successfully integrated CARAT into the existing electronic medical record and have preliminary evidence that CARAT can be a valuable tool for evaluating mortality risk for patients with diseased carotid arteries. Accuracy of the risk calculations must be evaluated in larger, multi-center studies. |
doi_str_mv | 10.1186/s12911-015-0141-y |
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We modified an existing clinical flowsheet with the local electronic medical record for the CARAT risk model. To understand how CARAT would fit into the existing clinical workflow, we observed the clinic and talked with the clinical staff to develop a process map for the existing clinical workflow. CARAT was completed by the clinic nurse for patients identified on the clinic schedule as having carotid narrowing. We analyzed post-implementation assessment in two ways: quantifying the proportion of eligible patients with whom CARAT was utilized, and surveying surgeons to understand the impact of CARAT on decision-making and clinical workflow.
With minimum investment of institutional resources, we were able to produce a workable tool and pilot the tool in our clinic within a 6 month time period. Over 4 months, 287 patients were seen in the clinic with carotid narrowing, and clinic staff completed CARAT for 195 (68%). Per-surgeon completion rates ranged from 29 to 81%. Most patients (191 of 195, 98%) patients had a low 2-year calculated mortality risk. Most surgeons believed the risk assessment aligned with their expectations of patient predicted risk.
We successfully integrated CARAT into the existing electronic medical record and have preliminary evidence that CARAT can be a valuable tool for evaluating mortality risk for patients with diseased carotid arteries. Accuracy of the risk calculations must be evaluated in larger, multi-center studies.</description><identifier>ISSN: 1472-6947</identifier><identifier>EISSN: 1472-6947</identifier><identifier>DOI: 10.1186/s12911-015-0141-y</identifier><identifier>PMID: 25890090</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Aged ; Aged, 80 and over ; Care and treatment ; Carotid Stenosis - diagnosis ; Carotid Stenosis - mortality ; Carotid Stenosis - surgery ; Clinical Decision-Making ; Diagnosis ; Electronic Health Records ; Feasibility Studies ; Humans ; Medical informatics ; Medical Informatics Applications ; Mortality ; Patient outcomes ; Pilot Projects ; Prognosis ; Risk Assessment ; Risk factors ; Stenosis ; Technology</subject><ispartof>BMC medical informatics and decision making, 2015-03, Vol.15 (1), p.20-20, Article 20</ispartof><rights>COPYRIGHT 2015 BioMed Central Ltd.</rights><rights>Faerber et al.; licensee BioMed Central. 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-588606767903130bcabe01e68a3424f8b860b300baa2a7cf61fa31dd5585663e3</citedby><cites>FETCH-LOGICAL-c396t-588606767903130bcabe01e68a3424f8b860b300baa2a7cf61fa31dd5585663e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404562/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404562/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,725,778,782,883,27911,27912,37000,53778,53780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25890090$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Faerber, Adrienne E</creatorcontrib><creatorcontrib>Horvath, Rebecca</creatorcontrib><creatorcontrib>Stillman, Carey</creatorcontrib><creatorcontrib>O'Connell, Melissa L</creatorcontrib><creatorcontrib>Hamilton, Amy L</creatorcontrib><creatorcontrib>Newhall, Karina A</creatorcontrib><creatorcontrib>Likosky, Donald S</creatorcontrib><creatorcontrib>Goodney, Philip P</creatorcontrib><title>Development and pilot feasibility study of a health information technology tool to calculate mortality risk for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT)</title><title>BMC medical informatics and decision making</title><addtitle>BMC Med Inform Decis Mak</addtitle><description>Patients with no history of stroke but with stenosis of the carotid arteries can reduce the risk of future stroke with surgery or stenting. At present, a physicians' ability to recommend optimal treatments based on an individual's risk profile requires estimating the likelihood that a patient will have a poor peri-operative outcomes and the likelihood that the patient will survive long enough to gain benefit from the procedure. We describe the development of the CArotid Risk Assessment Tool (CARAT) into a 2-year mortality risk calculator within the electronic medical record, integrating the tool into the clinical workflow, training the clinical team to use the tool, and assessing the feasibility and acceptability of the tool in one clinic setting.
We modified an existing clinical flowsheet with the local electronic medical record for the CARAT risk model. To understand how CARAT would fit into the existing clinical workflow, we observed the clinic and talked with the clinical staff to develop a process map for the existing clinical workflow. CARAT was completed by the clinic nurse for patients identified on the clinic schedule as having carotid narrowing. We analyzed post-implementation assessment in two ways: quantifying the proportion of eligible patients with whom CARAT was utilized, and surveying surgeons to understand the impact of CARAT on decision-making and clinical workflow.
With minimum investment of institutional resources, we were able to produce a workable tool and pilot the tool in our clinic within a 6 month time period. Over 4 months, 287 patients were seen in the clinic with carotid narrowing, and clinic staff completed CARAT for 195 (68%). Per-surgeon completion rates ranged from 29 to 81%. Most patients (191 of 195, 98%) patients had a low 2-year calculated mortality risk. Most surgeons believed the risk assessment aligned with their expectations of patient predicted risk.
We successfully integrated CARAT into the existing electronic medical record and have preliminary evidence that CARAT can be a valuable tool for evaluating mortality risk for patients with diseased carotid arteries. Accuracy of the risk calculations must be evaluated in larger, multi-center studies.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Care and treatment</subject><subject>Carotid Stenosis - diagnosis</subject><subject>Carotid Stenosis - mortality</subject><subject>Carotid Stenosis - surgery</subject><subject>Clinical Decision-Making</subject><subject>Diagnosis</subject><subject>Electronic Health Records</subject><subject>Feasibility Studies</subject><subject>Humans</subject><subject>Medical informatics</subject><subject>Medical Informatics Applications</subject><subject>Mortality</subject><subject>Patient outcomes</subject><subject>Pilot Projects</subject><subject>Prognosis</subject><subject>Risk Assessment</subject><subject>Risk factors</subject><subject>Stenosis</subject><subject>Technology</subject><issn>1472-6947</issn><issn>1472-6947</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNptkt2K1TAUhYsozo8-gDcS8GbmomPSpmnrhVCOvzAgDMfrsJvunkbTpiY5I31A38t0znGYASlpws5a394tK0leMXrFWCXeepbVjKWUFXFxli5PklPGyywVNS-fPjifJGfe_6CUlVVePE9OsqKqKa3pafLnA96isfOIUyAwdWTWxgbSI3jdaqPDQnzYdwuxPQEyIJgwED311o0QtJ1IQDVM1tjdQoK1Jr6IAqP2BgKS0boAdxCn_U8SXWSOttjLk986ksAv4xzsylLR52zQXWyIk_XavyNhQLI5Vm9WQuM9en837HbtdrFpbprt5YvkWQ_G48vjfp58__Rxu_mSXn_7_HXTXKcqr0VIi6oSVJSirGnOctoqaJEyFBXkPON91cbrNqe0BcigVL1gPeSs64qiKoTIMT9P3h-4874dsVNxDgdGzk6P4BZpQcvHN5Me5M7eSs4pL0QWARdHgLO_9uiDHLVXaAxMaPdeMlHyuqizrIrSNwfpDgzK9ZdHolrlsik445xXWRlVV_9RxafDUSs7Ya9j_ZGBHQzKWe8d9vfTMyrXVMlDqmRMlVxTJZfoef3ws-8d_2KU_wWU78zX</recordid><startdate>20150324</startdate><enddate>20150324</enddate><creator>Faerber, Adrienne E</creator><creator>Horvath, Rebecca</creator><creator>Stillman, Carey</creator><creator>O'Connell, Melissa L</creator><creator>Hamilton, Amy L</creator><creator>Newhall, Karina A</creator><creator>Likosky, Donald S</creator><creator>Goodney, Philip P</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><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><scope>5PM</scope></search><sort><creationdate>20150324</creationdate><title>Development and pilot feasibility study of a health information technology tool to calculate mortality risk for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT)</title><author>Faerber, Adrienne E ; Horvath, Rebecca ; Stillman, Carey ; O'Connell, Melissa L ; Hamilton, Amy L ; Newhall, Karina A ; Likosky, Donald S ; Goodney, Philip P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-588606767903130bcabe01e68a3424f8b860b300baa2a7cf61fa31dd5585663e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Care and treatment</topic><topic>Carotid Stenosis - diagnosis</topic><topic>Carotid Stenosis - mortality</topic><topic>Carotid Stenosis - surgery</topic><topic>Clinical Decision-Making</topic><topic>Diagnosis</topic><topic>Electronic Health Records</topic><topic>Feasibility Studies</topic><topic>Humans</topic><topic>Medical informatics</topic><topic>Medical Informatics Applications</topic><topic>Mortality</topic><topic>Patient outcomes</topic><topic>Pilot Projects</topic><topic>Prognosis</topic><topic>Risk Assessment</topic><topic>Risk factors</topic><topic>Stenosis</topic><topic>Technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Faerber, Adrienne E</creatorcontrib><creatorcontrib>Horvath, Rebecca</creatorcontrib><creatorcontrib>Stillman, Carey</creatorcontrib><creatorcontrib>O'Connell, Melissa L</creatorcontrib><creatorcontrib>Hamilton, Amy L</creatorcontrib><creatorcontrib>Newhall, Karina A</creatorcontrib><creatorcontrib>Likosky, Donald S</creatorcontrib><creatorcontrib>Goodney, Philip P</creatorcontrib><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><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC medical informatics and decision making</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Faerber, Adrienne E</au><au>Horvath, Rebecca</au><au>Stillman, Carey</au><au>O'Connell, Melissa L</au><au>Hamilton, Amy L</au><au>Newhall, Karina A</au><au>Likosky, Donald S</au><au>Goodney, Philip P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development and pilot feasibility study of a health information technology tool to calculate mortality risk for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT)</atitle><jtitle>BMC medical informatics and decision making</jtitle><addtitle>BMC Med Inform Decis Mak</addtitle><date>2015-03-24</date><risdate>2015</risdate><volume>15</volume><issue>1</issue><spage>20</spage><epage>20</epage><pages>20-20</pages><artnum>20</artnum><issn>1472-6947</issn><eissn>1472-6947</eissn><abstract>Patients with no history of stroke but with stenosis of the carotid arteries can reduce the risk of future stroke with surgery or stenting. At present, a physicians' ability to recommend optimal treatments based on an individual's risk profile requires estimating the likelihood that a patient will have a poor peri-operative outcomes and the likelihood that the patient will survive long enough to gain benefit from the procedure. We describe the development of the CArotid Risk Assessment Tool (CARAT) into a 2-year mortality risk calculator within the electronic medical record, integrating the tool into the clinical workflow, training the clinical team to use the tool, and assessing the feasibility and acceptability of the tool in one clinic setting.
We modified an existing clinical flowsheet with the local electronic medical record for the CARAT risk model. To understand how CARAT would fit into the existing clinical workflow, we observed the clinic and talked with the clinical staff to develop a process map for the existing clinical workflow. CARAT was completed by the clinic nurse for patients identified on the clinic schedule as having carotid narrowing. We analyzed post-implementation assessment in two ways: quantifying the proportion of eligible patients with whom CARAT was utilized, and surveying surgeons to understand the impact of CARAT on decision-making and clinical workflow.
With minimum investment of institutional resources, we were able to produce a workable tool and pilot the tool in our clinic within a 6 month time period. Over 4 months, 287 patients were seen in the clinic with carotid narrowing, and clinic staff completed CARAT for 195 (68%). Per-surgeon completion rates ranged from 29 to 81%. Most patients (191 of 195, 98%) patients had a low 2-year calculated mortality risk. Most surgeons believed the risk assessment aligned with their expectations of patient predicted risk.
We successfully integrated CARAT into the existing electronic medical record and have preliminary evidence that CARAT can be a valuable tool for evaluating mortality risk for patients with diseased carotid arteries. Accuracy of the risk calculations must be evaluated in larger, multi-center studies.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>25890090</pmid><doi>10.1186/s12911-015-0141-y</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Care and treatment Carotid Stenosis - diagnosis Carotid Stenosis - mortality Carotid Stenosis - surgery Clinical Decision-Making Diagnosis Electronic Health Records Feasibility Studies Humans Medical informatics Medical Informatics Applications Mortality Patient outcomes Pilot Projects Prognosis Risk Assessment Risk factors Stenosis Technology |
title | Development and pilot feasibility study of a health information technology tool to calculate mortality risk for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT) |
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