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Can Additional Information Be Obtained from Claims Data to Support Surgical Site Infection Diagnosis Codes?
Objective. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes are increasingly used to identify healthcare-associated infections, often with insufficient evidence demonstrating validity of the codes used. Absent medical record verification, we...
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Published in: | Infection control and hospital epidemiology 2014-10, Vol.35 (S3), p.S124-S132 |
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creator | Warren, David K. Nickel, Katelin B. Wallace, Anna E. Mines, Daniel Fraser, Victoria J. Olsen, Margaret A. |
description | Objective. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes are increasingly used to identify healthcare-associated infections, often with insufficient evidence demonstrating validity of the codes used. Absent medical record verification, we sought to confirm a claims algorithm to identify surgical site infections (SSIs) by examining the presence of clinically expected SSI treatment.
Methods. We performed a retrospective cohort study, using private insurer claims data from persons less than 65 years old with ICD-9-CM procedure or Current Procedure Terminology (CPT-4) codes for anterior cruciate ligament (ACL) reconstruction from January 2004 through December 2010. SSIs occurring within 90 days after ACL reconstruction were identified by ICD-9-CM diagnosis codes. Antibiotic utilization, surgical treatment, and microbiology culture claims within 14 days of SSI codes were used as evidence to support the SSI diagnosis.
Results. Of 40,702 procedures, 401 (1.0%) were complicated by SSI, 172 (0.4%) of which were specifically identified as septic arthritis. Most SSIs were associated with an inpatient admission (232/401 [58%]), and/or surgical procedure(s) for treatment (250/401 [62%]). Temporally associated antibiotics, surgical treatment procedures, and cultures were present for 84% (338/401), 61% (246/401), and 59% (238/401), respectively. Only 5.7% (23/401) of procedures coded for SSI after the procedure had no antibiotics, surgical treatments, or cultures within 14 days of the SSI claims.
Conclusions. More than 94% of patients identified by our claims algorithm as having an SSI received clinically expected treatment for infection, including antibiotics, surgical treatment, and culture, suggesting that this algorithm has very good positive predictive value. This method may facilitate retrospective SSI surveillance and comparison of SSI rates across facilities and providers. |
doi_str_mv | 10.1086/677830 |
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Methods. We performed a retrospective cohort study, using private insurer claims data from persons less than 65 years old with ICD-9-CM procedure or Current Procedure Terminology (CPT-4) codes for anterior cruciate ligament (ACL) reconstruction from January 2004 through December 2010. SSIs occurring within 90 days after ACL reconstruction were identified by ICD-9-CM diagnosis codes. Antibiotic utilization, surgical treatment, and microbiology culture claims within 14 days of SSI codes were used as evidence to support the SSI diagnosis.
Results. Of 40,702 procedures, 401 (1.0%) were complicated by SSI, 172 (0.4%) of which were specifically identified as septic arthritis. Most SSIs were associated with an inpatient admission (232/401 [58%]), and/or surgical procedure(s) for treatment (250/401 [62%]). Temporally associated antibiotics, surgical treatment procedures, and cultures were present for 84% (338/401), 61% (246/401), and 59% (238/401), respectively. Only 5.7% (23/401) of procedures coded for SSI after the procedure had no antibiotics, surgical treatments, or cultures within 14 days of the SSI claims.
Conclusions. More than 94% of patients identified by our claims algorithm as having an SSI received clinically expected treatment for infection, including antibiotics, surgical treatment, and culture, suggesting that this algorithm has very good positive predictive value. This method may facilitate retrospective SSI surveillance and comparison of SSI rates across facilities and providers.</description><identifier>ISSN: 0899-823X</identifier><identifier>EISSN: 1559-6834</identifier><identifier>DOI: 10.1086/677830</identifier><identifier>PMID: 25222891</identifier><language>eng</language><publisher>United States: University of Chicago Press</publisher><subject>Adolescent ; Adult ; Ambulatory surgical procedures ; Anterior cruciate ligament ; Antibiotics ; Arthritis ; Bone Substitutes ; Child ; Child, Preschool ; Cross Infection - diagnosis ; Cross Infection - epidemiology ; Female ; Hospital admissions ; Humans ; Infections ; Insurance Claim Review ; International Classification of Diseases ; Male ; Medical procedures ; Middle Aged ; Nursing ; Original Article ; Retrospective Studies ; Revenue rulings ; Surgical procedures ; Surgical specialties ; Surgical Wound Infection - diagnosis ; Surgical Wound Infection - epidemiology ; United States - epidemiology ; Young Adult</subject><ispartof>Infection control and hospital epidemiology, 2014-10, Vol.35 (S3), p.S124-S132</ispartof><rights>2014 by The Society for Healthcare Epidemiology of America. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c394t-d5098c8640fabd89e0bf3124f10847a4e55934ef0eb796d259bcc2b23fbbbd513</citedby><cites>FETCH-LOGICAL-c394t-d5098c8640fabd89e0bf3124f10847a4e55934ef0eb796d259bcc2b23fbbbd513</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25222891$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Warren, David K.</creatorcontrib><creatorcontrib>Nickel, Katelin B.</creatorcontrib><creatorcontrib>Wallace, Anna E.</creatorcontrib><creatorcontrib>Mines, Daniel</creatorcontrib><creatorcontrib>Fraser, Victoria J.</creatorcontrib><creatorcontrib>Olsen, Margaret A.</creatorcontrib><title>Can Additional Information Be Obtained from Claims Data to Support Surgical Site Infection Diagnosis Codes?</title><title>Infection control and hospital epidemiology</title><addtitle>Infect Control Hosp Epidemiol</addtitle><description>Objective. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes are increasingly used to identify healthcare-associated infections, often with insufficient evidence demonstrating validity of the codes used. Absent medical record verification, we sought to confirm a claims algorithm to identify surgical site infections (SSIs) by examining the presence of clinically expected SSI treatment.
Methods. We performed a retrospective cohort study, using private insurer claims data from persons less than 65 years old with ICD-9-CM procedure or Current Procedure Terminology (CPT-4) codes for anterior cruciate ligament (ACL) reconstruction from January 2004 through December 2010. SSIs occurring within 90 days after ACL reconstruction were identified by ICD-9-CM diagnosis codes. Antibiotic utilization, surgical treatment, and microbiology culture claims within 14 days of SSI codes were used as evidence to support the SSI diagnosis.
Results. Of 40,702 procedures, 401 (1.0%) were complicated by SSI, 172 (0.4%) of which were specifically identified as septic arthritis. Most SSIs were associated with an inpatient admission (232/401 [58%]), and/or surgical procedure(s) for treatment (250/401 [62%]). Temporally associated antibiotics, surgical treatment procedures, and cultures were present for 84% (338/401), 61% (246/401), and 59% (238/401), respectively. Only 5.7% (23/401) of procedures coded for SSI after the procedure had no antibiotics, surgical treatments, or cultures within 14 days of the SSI claims.
Conclusions. More than 94% of patients identified by our claims algorithm as having an SSI received clinically expected treatment for infection, including antibiotics, surgical treatment, and culture, suggesting that this algorithm has very good positive predictive value. This method may facilitate retrospective SSI surveillance and comparison of SSI rates across facilities and providers.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Ambulatory surgical procedures</subject><subject>Anterior cruciate ligament</subject><subject>Antibiotics</subject><subject>Arthritis</subject><subject>Bone Substitutes</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Cross Infection - diagnosis</subject><subject>Cross Infection - epidemiology</subject><subject>Female</subject><subject>Hospital admissions</subject><subject>Humans</subject><subject>Infections</subject><subject>Insurance Claim Review</subject><subject>International Classification of Diseases</subject><subject>Male</subject><subject>Medical procedures</subject><subject>Middle Aged</subject><subject>Nursing</subject><subject>Original Article</subject><subject>Retrospective Studies</subject><subject>Revenue rulings</subject><subject>Surgical procedures</subject><subject>Surgical specialties</subject><subject>Surgical Wound Infection - diagnosis</subject><subject>Surgical Wound Infection - epidemiology</subject><subject>United States - epidemiology</subject><subject>Young Adult</subject><issn>0899-823X</issn><issn>1559-6834</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp1kclKBDEQhoMoOm6PIAFBvLQm6S25KNquMDAHFbyFrGO0uzMmGcG3t8dR0YOnIuSrr1L5AdjF6AgjWh1XdU1ztAJGuCxZVtG8WAUjRBnLKMkfN8BmjM8IoZoxvA42SEkIoQyPwEsjenimtUvO96KFt731oROLEzw3cCKTcL3R0AbfwaYVrovwQiQBk4d389nMhzTUMHVqaL5zySwMRn32Xzgx7X10ETZem3i6DdasaKPZ-apb4OHq8r65ycaT69vmbJypnBUp0yViVNGqQFZITZlB0uaYFHZYtKhFYYYN88JYZGTNKk1KJpUikuRWSqlLnG-Bk6V3Nped0cr0KYiWz4LrRHjnXjj-96Z3T3zq33hB8fCL9SA4_BIE_zo3MfHORWXaVvTGzyPHZUWqClG6mHWwRFXwMQZjf8ZgxBfJ8GUyA7j3-1E_2HcUA7C_BJ5j8uE_zQfc7JTX</recordid><startdate>20141001</startdate><enddate>20141001</enddate><creator>Warren, David K.</creator><creator>Nickel, Katelin B.</creator><creator>Wallace, Anna E.</creator><creator>Mines, Daniel</creator><creator>Fraser, Victoria J.</creator><creator>Olsen, Margaret A.</creator><general>University of Chicago Press</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>20141001</creationdate><title>Can Additional Information Be Obtained from Claims Data to Support Surgical Site Infection Diagnosis Codes?</title><author>Warren, David K. ; Nickel, Katelin B. ; Wallace, Anna E. ; Mines, Daniel ; Fraser, Victoria J. ; Olsen, Margaret A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c394t-d5098c8640fabd89e0bf3124f10847a4e55934ef0eb796d259bcc2b23fbbbd513</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Ambulatory surgical procedures</topic><topic>Anterior cruciate ligament</topic><topic>Antibiotics</topic><topic>Arthritis</topic><topic>Bone Substitutes</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Cross Infection - diagnosis</topic><topic>Cross Infection - epidemiology</topic><topic>Female</topic><topic>Hospital admissions</topic><topic>Humans</topic><topic>Infections</topic><topic>Insurance Claim Review</topic><topic>International Classification of Diseases</topic><topic>Male</topic><topic>Medical procedures</topic><topic>Middle Aged</topic><topic>Nursing</topic><topic>Original Article</topic><topic>Retrospective Studies</topic><topic>Revenue rulings</topic><topic>Surgical procedures</topic><topic>Surgical specialties</topic><topic>Surgical Wound Infection - diagnosis</topic><topic>Surgical Wound Infection - epidemiology</topic><topic>United States - epidemiology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Warren, David K.</creatorcontrib><creatorcontrib>Nickel, Katelin B.</creatorcontrib><creatorcontrib>Wallace, Anna E.</creatorcontrib><creatorcontrib>Mines, Daniel</creatorcontrib><creatorcontrib>Fraser, Victoria J.</creatorcontrib><creatorcontrib>Olsen, Margaret A.</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>Infection control and hospital epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Warren, David K.</au><au>Nickel, Katelin B.</au><au>Wallace, Anna E.</au><au>Mines, Daniel</au><au>Fraser, Victoria J.</au><au>Olsen, Margaret A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Can Additional Information Be Obtained from Claims Data to Support Surgical Site Infection Diagnosis Codes?</atitle><jtitle>Infection control and hospital epidemiology</jtitle><addtitle>Infect Control Hosp Epidemiol</addtitle><date>2014-10-01</date><risdate>2014</risdate><volume>35</volume><issue>S3</issue><spage>S124</spage><epage>S132</epage><pages>S124-S132</pages><issn>0899-823X</issn><eissn>1559-6834</eissn><abstract>Objective. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes are increasingly used to identify healthcare-associated infections, often with insufficient evidence demonstrating validity of the codes used. Absent medical record verification, we sought to confirm a claims algorithm to identify surgical site infections (SSIs) by examining the presence of clinically expected SSI treatment.
Methods. We performed a retrospective cohort study, using private insurer claims data from persons less than 65 years old with ICD-9-CM procedure or Current Procedure Terminology (CPT-4) codes for anterior cruciate ligament (ACL) reconstruction from January 2004 through December 2010. SSIs occurring within 90 days after ACL reconstruction were identified by ICD-9-CM diagnosis codes. Antibiotic utilization, surgical treatment, and microbiology culture claims within 14 days of SSI codes were used as evidence to support the SSI diagnosis.
Results. Of 40,702 procedures, 401 (1.0%) were complicated by SSI, 172 (0.4%) of which were specifically identified as septic arthritis. Most SSIs were associated with an inpatient admission (232/401 [58%]), and/or surgical procedure(s) for treatment (250/401 [62%]). Temporally associated antibiotics, surgical treatment procedures, and cultures were present for 84% (338/401), 61% (246/401), and 59% (238/401), respectively. Only 5.7% (23/401) of procedures coded for SSI after the procedure had no antibiotics, surgical treatments, or cultures within 14 days of the SSI claims.
Conclusions. More than 94% of patients identified by our claims algorithm as having an SSI received clinically expected treatment for infection, including antibiotics, surgical treatment, and culture, suggesting that this algorithm has very good positive predictive value. This method may facilitate retrospective SSI surveillance and comparison of SSI rates across facilities and providers.</abstract><cop>United States</cop><pub>University of Chicago Press</pub><pmid>25222891</pmid><doi>10.1086/677830</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Ambulatory surgical procedures Anterior cruciate ligament Antibiotics Arthritis Bone Substitutes Child Child, Preschool Cross Infection - diagnosis Cross Infection - epidemiology Female Hospital admissions Humans Infections Insurance Claim Review International Classification of Diseases Male Medical procedures Middle Aged Nursing Original Article Retrospective Studies Revenue rulings Surgical procedures Surgical specialties Surgical Wound Infection - diagnosis Surgical Wound Infection - epidemiology United States - epidemiology Young Adult |
title | Can Additional Information Be Obtained from Claims Data to Support Surgical Site Infection Diagnosis Codes? |
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