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Interpreting process indicators in trauma care: Construct validity versus confounding by indication

Objective Quality indicators (QIs) are routinely used in health systems, often on the assumption that they provide a valid reflection of the outcome of care. This study investigated the construct validity of 14 trauma QIs through their ability to identify patients at risk of poor outcomes, including...

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Published in:International journal for quality in health care 2008-10, Vol.20 (5), p.331-338
Main Authors: Willis, Cameron D., Stoelwinder, Johannes U., Cameron, Peter A.
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container_title International journal for quality in health care
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creator Willis, Cameron D.
Stoelwinder, Johannes U.
Cameron, Peter A.
description Objective Quality indicators (QIs) are routinely used in health systems, often on the assumption that they provide a valid reflection of the outcome of care. This study investigated the construct validity of 14 trauma QIs through their ability to identify patients at risk of poor outcomes, including increased mortality, longer lengths of stay and greater use of the intensive care unit (ICU). Methods Data were analysed from the Victorian State Trauma Registry from January 2001 to March 2006. Patients included blunt trauma, injury severity score >15 and aged >16 years. Univariate analyses and logistic regression modeling were used to adjust for significant covariates. Results The study included 5104 cases. Three QIs were associated with increased mortality (abdominal surgery >24 h after arrival, blunt compound tibial fracture treatment >8 h after arrival and non-fixation of femoral diaphyseal fracture) and three with increased lengths of stay (cranial or abdominal surgery >24 h after arrival and patients developing deep vein thromboses, pulmonary emboli or decubitus ulcers, the latter also associated with increased ICU use). All remaining QIs exhibited reduced risks of poor outcomes or no significant associations. Conclusion The investigated QIs generally demonstrated poor construct validity and limited usefulness in predicting outcomes. Although QIs associated with poor patient outcomes may represent an avenue for further refinement, additional investigation of QIs in comparative trauma systems could provide insight into the utility of these measures at the system level.
doi_str_mv 10.1093/intqhc/mzn027
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This study investigated the construct validity of 14 trauma QIs through their ability to identify patients at risk of poor outcomes, including increased mortality, longer lengths of stay and greater use of the intensive care unit (ICU). Methods Data were analysed from the Victorian State Trauma Registry from January 2001 to March 2006. Patients included blunt trauma, injury severity score &gt;15 and aged &gt;16 years. Univariate analyses and logistic regression modeling were used to adjust for significant covariates. Results The study included 5104 cases. Three QIs were associated with increased mortality (abdominal surgery &gt;24 h after arrival, blunt compound tibial fracture treatment &gt;8 h after arrival and non-fixation of femoral diaphyseal fracture) and three with increased lengths of stay (cranial or abdominal surgery &gt;24 h after arrival and patients developing deep vein thromboses, pulmonary emboli or decubitus ulcers, the latter also associated with increased ICU use). All remaining QIs exhibited reduced risks of poor outcomes or no significant associations. Conclusion The investigated QIs generally demonstrated poor construct validity and limited usefulness in predicting outcomes. Although QIs associated with poor patient outcomes may represent an avenue for further refinement, additional investigation of QIs in comparative trauma systems could provide insight into the utility of these measures at the system level.</description><identifier>ISSN: 1353-4505</identifier><identifier>EISSN: 1464-3677</identifier><identifier>DOI: 10.1093/intqhc/mzn027</identifier><identifier>PMID: 18603538</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Adolescent ; Adult ; Female ; Humans ; indicators ; injury ; Intensive Care Units - organization &amp; administration ; Intensive Care Units - standards ; Male ; quality ; Quality Indicators, Health Care ; Registries ; trauma ; Victoria ; Wounds and Injuries - therapy ; Young Adult</subject><ispartof>International journal for quality in health care, 2008-10, Vol.20 (5), p.331-338</ispartof><rights>2008 International Society for Quality in Health Care and Oxford University Press</rights><rights>The Author 2008. Published by Oxford University Press in association with the International Society for Quality in Health Care; all rights reserved 2008</rights><rights>The Author 2008. 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This study investigated the construct validity of 14 trauma QIs through their ability to identify patients at risk of poor outcomes, including increased mortality, longer lengths of stay and greater use of the intensive care unit (ICU). Methods Data were analysed from the Victorian State Trauma Registry from January 2001 to March 2006. Patients included blunt trauma, injury severity score &gt;15 and aged &gt;16 years. Univariate analyses and logistic regression modeling were used to adjust for significant covariates. Results The study included 5104 cases. Three QIs were associated with increased mortality (abdominal surgery &gt;24 h after arrival, blunt compound tibial fracture treatment &gt;8 h after arrival and non-fixation of femoral diaphyseal fracture) and three with increased lengths of stay (cranial or abdominal surgery &gt;24 h after arrival and patients developing deep vein thromboses, pulmonary emboli or decubitus ulcers, the latter also associated with increased ICU use). All remaining QIs exhibited reduced risks of poor outcomes or no significant associations. Conclusion The investigated QIs generally demonstrated poor construct validity and limited usefulness in predicting outcomes. Although QIs associated with poor patient outcomes may represent an avenue for further refinement, additional investigation of QIs in comparative trauma systems could provide insight into the utility of these measures at the system level.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Female</subject><subject>Humans</subject><subject>indicators</subject><subject>injury</subject><subject>Intensive Care Units - organization &amp; administration</subject><subject>Intensive Care Units - standards</subject><subject>Male</subject><subject>quality</subject><subject>Quality Indicators, Health Care</subject><subject>Registries</subject><subject>trauma</subject><subject>Victoria</subject><subject>Wounds and Injuries - therapy</subject><subject>Young Adult</subject><issn>1353-4505</issn><issn>1464-3677</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><recordid>eNqFkUtrVDEYhoMotlaXLpWDC3FzbO6X7mSq08KA4AWkm5BJcjTjnGSa5BTHX2_KGVtw4yoffE8e3rwB4DmCbxFU5DTEev3Dno6_I8TiAThGlNOecCEetpkw0lMG2RF4UsoGQsQJ44_BEZIctp08BvYyVp932dcQv3e7nKwvpQvRBWtqyrdjV7OZRtNZk_1Zt0ix1DzZ2t2YbXCh7rsbn8tUOpvikKZ2s4nW-7-OkOJT8Ggw2-KfHc4T8PXD-y-Li371cXm5eLfqbctYe68GyR2XxigrpOED88hQOAzMYQwJpUpSC4mkTDBFMKVrt3aCOYekUYZzcgJez972jOvJl6rHUKzfbk30aSqaK0YpZqyBr_4BN2nKsWXTGGJFEBaqQf0M2ZxKyX7QuxxGk_caQX1bvZ6r13P1jX95kE7r0bt7-tB1A97MQJp2_3W9mNFNaZ9wB1PWkhHJ77OFUv2vu73JPzUXRDB98e1K489Xq0_L86U-J38Aw9mpng</recordid><startdate>20081001</startdate><enddate>20081001</enddate><creator>Willis, Cameron D.</creator><creator>Stoelwinder, Johannes U.</creator><creator>Cameron, Peter A.</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>BSCLL</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>K9.</scope><scope>7X8</scope></search><sort><creationdate>20081001</creationdate><title>Interpreting process indicators in trauma care: Construct validity versus confounding by indication</title><author>Willis, Cameron D. ; Stoelwinder, Johannes U. ; Cameron, Peter A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c450t-e9f86d68aa9c78a6f5e1a40ff5d220344984c038457593244bdbd75dd18a9a663</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Female</topic><topic>Humans</topic><topic>indicators</topic><topic>injury</topic><topic>Intensive Care Units - organization &amp; administration</topic><topic>Intensive Care Units - standards</topic><topic>Male</topic><topic>quality</topic><topic>Quality Indicators, Health Care</topic><topic>Registries</topic><topic>trauma</topic><topic>Victoria</topic><topic>Wounds and Injuries - therapy</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Willis, Cameron D.</creatorcontrib><creatorcontrib>Stoelwinder, Johannes U.</creatorcontrib><creatorcontrib>Cameron, Peter A.</creatorcontrib><collection>Istex</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 Health &amp; Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>International journal for quality in health care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Willis, Cameron D.</au><au>Stoelwinder, Johannes U.</au><au>Cameron, Peter A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interpreting process indicators in trauma care: Construct validity versus confounding by indication</atitle><jtitle>International journal for quality in health care</jtitle><addtitle>Int J Qual Health Care</addtitle><date>2008-10-01</date><risdate>2008</risdate><volume>20</volume><issue>5</issue><spage>331</spage><epage>338</epage><pages>331-338</pages><issn>1353-4505</issn><eissn>1464-3677</eissn><abstract>Objective Quality indicators (QIs) are routinely used in health systems, often on the assumption that they provide a valid reflection of the outcome of care. 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All remaining QIs exhibited reduced risks of poor outcomes or no significant associations. Conclusion The investigated QIs generally demonstrated poor construct validity and limited usefulness in predicting outcomes. Although QIs associated with poor patient outcomes may represent an avenue for further refinement, additional investigation of QIs in comparative trauma systems could provide insight into the utility of these measures at the system level.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>18603538</pmid><doi>10.1093/intqhc/mzn027</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Adult
Female
Humans
indicators
injury
Intensive Care Units - organization & administration
Intensive Care Units - standards
Male
quality
Quality Indicators, Health Care
Registries
trauma
Victoria
Wounds and Injuries - therapy
Young Adult
title Interpreting process indicators in trauma care: Construct validity versus confounding by indication
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