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Effectiveness of a clinical decision support system to identify heparin induced thrombocytopenia
Background Subtle decreases in platelet count may impede timely recognition of heparin-induced thrombocytopenia (HIT), placing the patient at increased risk of thrombotic events. Objective A clinical decision support system (CDSS) was developed to alert physicians using computerized provider order e...
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Published in: | Journal of thrombosis and thrombolysis 2009-08, Vol.28 (2), p.124-131 |
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container_title | Journal of thrombosis and thrombolysis |
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creator | Riggio, Jeffrey M. Cooper, Mandelin K. Leiby, Benjamin E. Walenga, Jeanine M. Merli, Geno J. Gottlieb, Jonathan E. |
description | Background
Subtle decreases in platelet count may impede timely recognition of heparin-induced thrombocytopenia (HIT), placing the patient at increased risk of thrombotic events.
Objective
A clinical decision support system (CDSS) was developed to alert physicians using computerized provider order entry when a patient with an active order for heparin experienced platelet count decreases consistent with HIT.
Methods
Comparisons for timeliness of HIT identification and treatment were evaluated for the year preceding and year following implementation of the CDSS in patients with laboratory confirmation of HIT.
Results
During the intervention time period, the CDSS alert occurred 41,922 times identifying 2,036 patients who had 2,338 inpatient admissions. The CDSS had no significant impact on time from fall in platelet count to HIT laboratory testing (control 2.3 days vs intervention 3.0 days
P
= 0.30) and therapy (control 19.3 days vs intervention 15.0 days
P
= 0.45), and appeared to delay discontinuation of heparin products (control 1.3 days vs. intervention 2.9 days
P
= 0.04). However, discontinuation of heparin following shorter exposure duration and after smaller decrease in platelet count occurred during the intervention period. The HIT CDSS sensitivity and specificity were each 87% with a negative predictive value of 99.9% and positive predictive value of 2.3%.
Conclusions
Implementation of a CDSS did not appear to improve the ability to detect and respond to potential HIT, but resulted in increased laboratory testing and changes in clinician reactions to decreasing platelet counts that deserve further study. |
doi_str_mv | 10.1007/s11239-008-0279-x |
format | article |
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Subtle decreases in platelet count may impede timely recognition of heparin-induced thrombocytopenia (HIT), placing the patient at increased risk of thrombotic events.
Objective
A clinical decision support system (CDSS) was developed to alert physicians using computerized provider order entry when a patient with an active order for heparin experienced platelet count decreases consistent with HIT.
Methods
Comparisons for timeliness of HIT identification and treatment were evaluated for the year preceding and year following implementation of the CDSS in patients with laboratory confirmation of HIT.
Results
During the intervention time period, the CDSS alert occurred 41,922 times identifying 2,036 patients who had 2,338 inpatient admissions. The CDSS had no significant impact on time from fall in platelet count to HIT laboratory testing (control 2.3 days vs intervention 3.0 days
P
= 0.30) and therapy (control 19.3 days vs intervention 15.0 days
P
= 0.45), and appeared to delay discontinuation of heparin products (control 1.3 days vs. intervention 2.9 days
P
= 0.04). However, discontinuation of heparin following shorter exposure duration and after smaller decrease in platelet count occurred during the intervention period. The HIT CDSS sensitivity and specificity were each 87% with a negative predictive value of 99.9% and positive predictive value of 2.3%.
Conclusions
Implementation of a CDSS did not appear to improve the ability to detect and respond to potential HIT, but resulted in increased laboratory testing and changes in clinician reactions to decreasing platelet counts that deserve further study.</description><identifier>ISSN: 0929-5305</identifier><identifier>EISSN: 1573-742X</identifier><identifier>DOI: 10.1007/s11239-008-0279-x</identifier><identifier>PMID: 18839278</identifier><language>eng</language><publisher>Boston: Springer US</publisher><subject>Aged ; Cardiology ; Decision Support Systems, Clinical ; Female ; Hematology ; Heparin - adverse effects ; Humans ; Male ; Medicine ; Medicine & Public Health ; Middle Aged ; Retrospective Studies ; Thrombocytopenia - chemically induced ; Thrombocytopenia - diagnosis ; Thrombocytopenia - drug therapy ; Thrombosis - prevention & control</subject><ispartof>Journal of thrombosis and thrombolysis, 2009-08, Vol.28 (2), p.124-131</ispartof><rights>Springer Science+Business Media, LLC 2008</rights><rights>Springer Science+Business Media, LLC 2009</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c413t-e4cf936a9f5ef1887e1e763e2e6fc20e5af6431409dc4fecf917aa94e70b1c4b3</citedby><cites>FETCH-LOGICAL-c413t-e4cf936a9f5ef1887e1e763e2e6fc20e5af6431409dc4fecf917aa94e70b1c4b3</cites></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/18839278$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Riggio, Jeffrey M.</creatorcontrib><creatorcontrib>Cooper, Mandelin K.</creatorcontrib><creatorcontrib>Leiby, Benjamin E.</creatorcontrib><creatorcontrib>Walenga, Jeanine M.</creatorcontrib><creatorcontrib>Merli, Geno J.</creatorcontrib><creatorcontrib>Gottlieb, Jonathan E.</creatorcontrib><title>Effectiveness of a clinical decision support system to identify heparin induced thrombocytopenia</title><title>Journal of thrombosis and thrombolysis</title><addtitle>J Thromb Thrombolysis</addtitle><addtitle>J Thromb Thrombolysis</addtitle><description>Background
Subtle decreases in platelet count may impede timely recognition of heparin-induced thrombocytopenia (HIT), placing the patient at increased risk of thrombotic events.
Objective
A clinical decision support system (CDSS) was developed to alert physicians using computerized provider order entry when a patient with an active order for heparin experienced platelet count decreases consistent with HIT.
Methods
Comparisons for timeliness of HIT identification and treatment were evaluated for the year preceding and year following implementation of the CDSS in patients with laboratory confirmation of HIT.
Results
During the intervention time period, the CDSS alert occurred 41,922 times identifying 2,036 patients who had 2,338 inpatient admissions. The CDSS had no significant impact on time from fall in platelet count to HIT laboratory testing (control 2.3 days vs intervention 3.0 days
P
= 0.30) and therapy (control 19.3 days vs intervention 15.0 days
P
= 0.45), and appeared to delay discontinuation of heparin products (control 1.3 days vs. intervention 2.9 days
P
= 0.04). However, discontinuation of heparin following shorter exposure duration and after smaller decrease in platelet count occurred during the intervention period. The HIT CDSS sensitivity and specificity were each 87% with a negative predictive value of 99.9% and positive predictive value of 2.3%.
Conclusions
Implementation of a CDSS did not appear to improve the ability to detect and respond to potential HIT, but resulted in increased laboratory testing and changes in clinician reactions to decreasing platelet counts that deserve further study.</description><subject>Aged</subject><subject>Cardiology</subject><subject>Decision Support Systems, Clinical</subject><subject>Female</subject><subject>Hematology</subject><subject>Heparin - adverse effects</subject><subject>Humans</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Middle Aged</subject><subject>Retrospective Studies</subject><subject>Thrombocytopenia - chemically induced</subject><subject>Thrombocytopenia - diagnosis</subject><subject>Thrombocytopenia - drug therapy</subject><subject>Thrombosis - prevention & control</subject><issn>0929-5305</issn><issn>1573-742X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNp1kE9LAzEQxYMoWqsfwIsE76uTZHfTHEX8B4IXBW8xzU5sSpusSVbst3elBU_CwBzmvTePHyFnDC4ZgLzKjHGhKoBZBVyq6nuPTFgjRSVr_rZPJqC4qhoBzRE5znkJAEoBPyRHbDYTisvZhLzfOoe2-C8MmDONjhpqVz54a1a0Q-uzj4Hmoe9jKjRvcsE1LZH6DkPxbkMX2JvkA_WhGyx2tCxSXM-j3ZTYY_DmhBw4s8p4uttT8np3-3LzUD093z_eXD9VtmaiVFhbp0RrlGvQjfUkMpStQI6tsxywMa6tBatBdbYeGzvFpDGqRglzZuu5mJKLbW6f4ueAuehlHFIYX2rOgatWjDMlbCuyKeac0Ok--bVJG81A_yLVW6R6RKp_kerv0XO-Cx7ma-z-HDuGo4BvBXk8hQ9Mf5__T_0ByvaEkQ</recordid><startdate>20090801</startdate><enddate>20090801</enddate><creator>Riggio, Jeffrey M.</creator><creator>Cooper, Mandelin K.</creator><creator>Leiby, Benjamin E.</creator><creator>Walenga, Jeanine M.</creator><creator>Merli, Geno J.</creator><creator>Gottlieb, Jonathan E.</creator><general>Springer US</general><general>Springer Nature B.V</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>3V.</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>20090801</creationdate><title>Effectiveness of a clinical decision support system to identify heparin induced thrombocytopenia</title><author>Riggio, Jeffrey M. ; Cooper, Mandelin K. ; Leiby, Benjamin E. ; Walenga, Jeanine M. ; Merli, Geno J. ; Gottlieb, Jonathan E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c413t-e4cf936a9f5ef1887e1e763e2e6fc20e5af6431409dc4fecf917aa94e70b1c4b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Aged</topic><topic>Cardiology</topic><topic>Decision Support Systems, Clinical</topic><topic>Female</topic><topic>Hematology</topic><topic>Heparin - adverse effects</topic><topic>Humans</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Middle Aged</topic><topic>Retrospective Studies</topic><topic>Thrombocytopenia - chemically induced</topic><topic>Thrombocytopenia - diagnosis</topic><topic>Thrombocytopenia - drug therapy</topic><topic>Thrombosis - prevention & control</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Riggio, Jeffrey M.</creatorcontrib><creatorcontrib>Cooper, Mandelin K.</creatorcontrib><creatorcontrib>Leiby, Benjamin E.</creatorcontrib><creatorcontrib>Walenga, Jeanine M.</creatorcontrib><creatorcontrib>Merli, Geno J.</creatorcontrib><creatorcontrib>Gottlieb, Jonathan E.</creatorcontrib><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>Neurosciences Abstracts</collection><collection>Health & Medical Collection (Proquest)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</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</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</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><jtitle>Journal of thrombosis and thrombolysis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Riggio, Jeffrey M.</au><au>Cooper, Mandelin K.</au><au>Leiby, Benjamin E.</au><au>Walenga, Jeanine M.</au><au>Merli, Geno J.</au><au>Gottlieb, Jonathan E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effectiveness of a clinical decision support system to identify heparin induced thrombocytopenia</atitle><jtitle>Journal of thrombosis and thrombolysis</jtitle><stitle>J Thromb Thrombolysis</stitle><addtitle>J Thromb Thrombolysis</addtitle><date>2009-08-01</date><risdate>2009</risdate><volume>28</volume><issue>2</issue><spage>124</spage><epage>131</epage><pages>124-131</pages><issn>0929-5305</issn><eissn>1573-742X</eissn><abstract>Background
Subtle decreases in platelet count may impede timely recognition of heparin-induced thrombocytopenia (HIT), placing the patient at increased risk of thrombotic events.
Objective
A clinical decision support system (CDSS) was developed to alert physicians using computerized provider order entry when a patient with an active order for heparin experienced platelet count decreases consistent with HIT.
Methods
Comparisons for timeliness of HIT identification and treatment were evaluated for the year preceding and year following implementation of the CDSS in patients with laboratory confirmation of HIT.
Results
During the intervention time period, the CDSS alert occurred 41,922 times identifying 2,036 patients who had 2,338 inpatient admissions. The CDSS had no significant impact on time from fall in platelet count to HIT laboratory testing (control 2.3 days vs intervention 3.0 days
P
= 0.30) and therapy (control 19.3 days vs intervention 15.0 days
P
= 0.45), and appeared to delay discontinuation of heparin products (control 1.3 days vs. intervention 2.9 days
P
= 0.04). However, discontinuation of heparin following shorter exposure duration and after smaller decrease in platelet count occurred during the intervention period. The HIT CDSS sensitivity and specificity were each 87% with a negative predictive value of 99.9% and positive predictive value of 2.3%.
Conclusions
Implementation of a CDSS did not appear to improve the ability to detect and respond to potential HIT, but resulted in increased laboratory testing and changes in clinician reactions to decreasing platelet counts that deserve further study.</abstract><cop>Boston</cop><pub>Springer US</pub><pmid>18839278</pmid><doi>10.1007/s11239-008-0279-x</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Cardiology Decision Support Systems, Clinical Female Hematology Heparin - adverse effects Humans Male Medicine Medicine & Public Health Middle Aged Retrospective Studies Thrombocytopenia - chemically induced Thrombocytopenia - diagnosis Thrombocytopenia - drug therapy Thrombosis - prevention & control |
title | Effectiveness of a clinical decision support system to identify heparin induced thrombocytopenia |
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