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Surgical Site Infection in Spinal Surgery: Description of Surgical and Patient-Based Risk Factors for Postoperative Infection Using Administrative Claims Data
Retrospective analysis. The objective of this study was to investigate the accuracy of using an automated approach to administrative claims data to assess the rate and risk factors for surgical site infection (SSI) in spinal procedures. SSI is a major indicator of health care quality. A wide range o...
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Published in: | Spine (Philadelphia, Pa. 1976) Pa. 1976), 2012-07, Vol.37 (15), p.1340-1345 |
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creator | ABDUL-JABBAR, Amir TAKEMOTO, Steven BERVEN, Sigurd H WEBER, Michael H HU, Serena S MUMMANENI, Praveen V DEVIREN, Vedat AMES, Christopher P CHOU, Dean WEINSTEIN, Philip R BURCH, Shane |
description | Retrospective analysis.
The objective of this study was to investigate the accuracy of using an automated approach to administrative claims data to assess the rate and risk factors for surgical site infection (SSI) in spinal procedures.
SSI is a major indicator of health care quality. A wide range of SSI rates have been proposed in the literature depending on clinical setting and procedure type.
All spinal surgeries performed at a university-affiliated tertiary-care center from July 2005 to December 2010 were identified using diagnosis-related group, current procedural terminology, and International Classification of Diseases, Ninth Revision (ICD-9) codes and were validated through chart review. Rates of SSI and associated risk factors were calculated using univariate regression analysis. Odds ratios were calculated through multivariate logistic regression.
A total of 6628 hospital visits were identified. The cumulative incidence of SSI was 2.9%. Procedural risk factors associated with a statistically significant increase in rates of infection were the following: sacral involvement (9.6%), fusions greater than 7 levels (7.8%), fusions greater than 12 levels (10.4%), cases with an osteotomy (6.5%), operative time longer than 5 hours (5.1%), transfusions of red blood cells (5.0%), serum (7.4%), and autologous blood (4.1%). Patient-based risk factors included anemia (4.3%), diabetes mellitus (4.2%), coronary artery disease (4.7%), diagnosis of coagulopathy (7.8%), and bone or connective tissue neoplasm (5.0%).
Used individually, diagnosis-related group, current procedural terminology, and ICD-9 codes cannot completely capture a patient population. Using an algorithm combining all 3 coding systems to generate both inclusion and exclusion criteria, we were able to analyze a specific population of spinal surgery patients within a high-volume medical center. Within that group, risk factors found to increase infection rates were isolated and can serve to focus hospital-wide efforts to decrease surgery-related morbidity and improve patient outcomes. |
doi_str_mv | 10.1097/BRS.0b013e318246a53a |
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The objective of this study was to investigate the accuracy of using an automated approach to administrative claims data to assess the rate and risk factors for surgical site infection (SSI) in spinal procedures.
SSI is a major indicator of health care quality. A wide range of SSI rates have been proposed in the literature depending on clinical setting and procedure type.
All spinal surgeries performed at a university-affiliated tertiary-care center from July 2005 to December 2010 were identified using diagnosis-related group, current procedural terminology, and International Classification of Diseases, Ninth Revision (ICD-9) codes and were validated through chart review. Rates of SSI and associated risk factors were calculated using univariate regression analysis. Odds ratios were calculated through multivariate logistic regression.
A total of 6628 hospital visits were identified. The cumulative incidence of SSI was 2.9%. Procedural risk factors associated with a statistically significant increase in rates of infection were the following: sacral involvement (9.6%), fusions greater than 7 levels (7.8%), fusions greater than 12 levels (10.4%), cases with an osteotomy (6.5%), operative time longer than 5 hours (5.1%), transfusions of red blood cells (5.0%), serum (7.4%), and autologous blood (4.1%). Patient-based risk factors included anemia (4.3%), diabetes mellitus (4.2%), coronary artery disease (4.7%), diagnosis of coagulopathy (7.8%), and bone or connective tissue neoplasm (5.0%).
Used individually, diagnosis-related group, current procedural terminology, and ICD-9 codes cannot completely capture a patient population. Using an algorithm combining all 3 coding systems to generate both inclusion and exclusion criteria, we were able to analyze a specific population of spinal surgery patients within a high-volume medical center. Within that group, risk factors found to increase infection rates were isolated and can serve to focus hospital-wide efforts to decrease surgery-related morbidity and improve patient outcomes.</description><identifier>ISSN: 0362-2436</identifier><identifier>EISSN: 1528-1159</identifier><identifier>DOI: 10.1097/BRS.0b013e318246a53a</identifier><identifier>PMID: 22210012</identifier><identifier>CODEN: SPINDD</identifier><language>eng</language><publisher>Hagerstown, MD: Lippincott Williams & Wilkins</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Algorithms ; Biological and medical sciences ; California - epidemiology ; Cerebrospinal fluid. Meninges. Spinal cord ; Current Procedural Terminology ; Databases, Factual - statistics & numerical data ; Diagnosis-Related Groups - statistics & numerical data ; Female ; Human viral diseases ; Humans ; Incidence ; Infectious diseases ; International Classification of Diseases ; Logistic Models ; Male ; Medical sciences ; Middle Aged ; Multivariate Analysis ; Nervous system (semeiology, syndromes) ; Neurology ; Orthopedic Procedures - adverse effects ; Orthopedic Procedures - methods ; Postoperative Complications - epidemiology ; Postoperative Complications - etiology ; Retrospective Studies ; Risk Assessment - statistics & numerical data ; Risk Factors ; Spine - surgery ; Surgical Wound Infection - epidemiology ; Surgical Wound Infection - etiology ; Viral diseases ; Viral diseases of the lymphoid tissue and the blood. Aids ; Young Adult</subject><ispartof>Spine (Philadelphia, Pa. 1976), 2012-07, Vol.37 (15), p.1340-1345</ispartof><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c286t-184b7e37fa5044e64d6674c8663d8c4d29c385d36ff619b2611d79ed1c6755ea3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26099538$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22210012$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>ABDUL-JABBAR, Amir</creatorcontrib><creatorcontrib>TAKEMOTO, Steven</creatorcontrib><creatorcontrib>BERVEN, Sigurd H</creatorcontrib><creatorcontrib>WEBER, Michael H</creatorcontrib><creatorcontrib>HU, Serena S</creatorcontrib><creatorcontrib>MUMMANENI, Praveen V</creatorcontrib><creatorcontrib>DEVIREN, Vedat</creatorcontrib><creatorcontrib>AMES, Christopher P</creatorcontrib><creatorcontrib>CHOU, Dean</creatorcontrib><creatorcontrib>WEINSTEIN, Philip R</creatorcontrib><creatorcontrib>BURCH, Shane</creatorcontrib><title>Surgical Site Infection in Spinal Surgery: Description of Surgical and Patient-Based Risk Factors for Postoperative Infection Using Administrative Claims Data</title><title>Spine (Philadelphia, Pa. 1976)</title><addtitle>Spine (Phila Pa 1976)</addtitle><description>Retrospective analysis.
The objective of this study was to investigate the accuracy of using an automated approach to administrative claims data to assess the rate and risk factors for surgical site infection (SSI) in spinal procedures.
SSI is a major indicator of health care quality. A wide range of SSI rates have been proposed in the literature depending on clinical setting and procedure type.
All spinal surgeries performed at a university-affiliated tertiary-care center from July 2005 to December 2010 were identified using diagnosis-related group, current procedural terminology, and International Classification of Diseases, Ninth Revision (ICD-9) codes and were validated through chart review. Rates of SSI and associated risk factors were calculated using univariate regression analysis. Odds ratios were calculated through multivariate logistic regression.
A total of 6628 hospital visits were identified. The cumulative incidence of SSI was 2.9%. Procedural risk factors associated with a statistically significant increase in rates of infection were the following: sacral involvement (9.6%), fusions greater than 7 levels (7.8%), fusions greater than 12 levels (10.4%), cases with an osteotomy (6.5%), operative time longer than 5 hours (5.1%), transfusions of red blood cells (5.0%), serum (7.4%), and autologous blood (4.1%). Patient-based risk factors included anemia (4.3%), diabetes mellitus (4.2%), coronary artery disease (4.7%), diagnosis of coagulopathy (7.8%), and bone or connective tissue neoplasm (5.0%).
Used individually, diagnosis-related group, current procedural terminology, and ICD-9 codes cannot completely capture a patient population. Using an algorithm combining all 3 coding systems to generate both inclusion and exclusion criteria, we were able to analyze a specific population of spinal surgery patients within a high-volume medical center. Within that group, risk factors found to increase infection rates were isolated and can serve to focus hospital-wide efforts to decrease surgery-related morbidity and improve patient outcomes.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Algorithms</subject><subject>Biological and medical sciences</subject><subject>California - epidemiology</subject><subject>Cerebrospinal fluid. Meninges. Spinal cord</subject><subject>Current Procedural Terminology</subject><subject>Databases, Factual - statistics & numerical data</subject><subject>Diagnosis-Related Groups - statistics & numerical data</subject><subject>Female</subject><subject>Human viral diseases</subject><subject>Humans</subject><subject>Incidence</subject><subject>Infectious diseases</subject><subject>International Classification of Diseases</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Multivariate Analysis</subject><subject>Nervous system (semeiology, syndromes)</subject><subject>Neurology</subject><subject>Orthopedic Procedures - adverse effects</subject><subject>Orthopedic Procedures - methods</subject><subject>Postoperative Complications - epidemiology</subject><subject>Postoperative Complications - etiology</subject><subject>Retrospective Studies</subject><subject>Risk Assessment - statistics & numerical data</subject><subject>Risk Factors</subject><subject>Spine - surgery</subject><subject>Surgical Wound Infection - epidemiology</subject><subject>Surgical Wound Infection - etiology</subject><subject>Viral diseases</subject><subject>Viral diseases of the lymphoid tissue and the blood. Aids</subject><subject>Young Adult</subject><issn>0362-2436</issn><issn>1528-1159</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNpdkU1v1DAQhi0EokvhHyDkC1IvKf6K43BrtxQqVaLq0nPktceVIbGDx4vUP8NvJaVLQZzm8D7vjDQPIa85O-as796dXm-O2ZZxCZIbobRtpX1CVrwVpuG87Z-SFZNaNEJJfUBeIH5ljGnJ--fkQAjBGeNiRX5uduU2OjvSTaxAL1IAV2NONCa6mWO6DxYCyt17egboSpx_xznQx6ZNnl7ZGiHV5tQieHod8Rs9t67mgjTkQq8y1jxDWagf_165wZhu6YmfYopY9_F6tHFCemarfUmeBTsivNrPQ3Jz_uHL-lNz-fnjxfrksnHC6Npwo7YdyC7YlikFWnmtO-WM1tIbp7zonTStlzoEzfut0Jz7rgfPne7aFqw8JEcPe-eSv-8A6zBFdDCONkHe4cCZEEYZ3esFVQ-oKxmxQBjmEidb7hZouDczLGaG_80stTf7C7vtBP6x9EfFArzdAxaXr4Zik4v4l9Os71tp5C-UwJl1</recordid><startdate>20120701</startdate><enddate>20120701</enddate><creator>ABDUL-JABBAR, Amir</creator><creator>TAKEMOTO, Steven</creator><creator>BERVEN, Sigurd H</creator><creator>WEBER, Michael H</creator><creator>HU, Serena S</creator><creator>MUMMANENI, Praveen V</creator><creator>DEVIREN, Vedat</creator><creator>AMES, Christopher P</creator><creator>CHOU, Dean</creator><creator>WEINSTEIN, Philip R</creator><creator>BURCH, Shane</creator><general>Lippincott Williams & Wilkins</general><scope>IQODW</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>7X8</scope></search><sort><creationdate>20120701</creationdate><title>Surgical Site Infection in Spinal Surgery: Description of Surgical and Patient-Based Risk Factors for Postoperative Infection Using Administrative Claims Data</title><author>ABDUL-JABBAR, Amir ; TAKEMOTO, Steven ; BERVEN, Sigurd H ; WEBER, Michael H ; HU, Serena S ; MUMMANENI, Praveen V ; DEVIREN, Vedat ; AMES, Christopher P ; CHOU, Dean ; WEINSTEIN, Philip R ; BURCH, Shane</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c286t-184b7e37fa5044e64d6674c8663d8c4d29c385d36ff619b2611d79ed1c6755ea3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Algorithms</topic><topic>Biological and medical sciences</topic><topic>California - epidemiology</topic><topic>Cerebrospinal fluid. Meninges. Spinal cord</topic><topic>Current Procedural Terminology</topic><topic>Databases, Factual - statistics & numerical data</topic><topic>Diagnosis-Related Groups - statistics & numerical data</topic><topic>Female</topic><topic>Human viral diseases</topic><topic>Humans</topic><topic>Incidence</topic><topic>Infectious diseases</topic><topic>International Classification of Diseases</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Multivariate Analysis</topic><topic>Nervous system (semeiology, syndromes)</topic><topic>Neurology</topic><topic>Orthopedic Procedures - adverse effects</topic><topic>Orthopedic Procedures - methods</topic><topic>Postoperative Complications - epidemiology</topic><topic>Postoperative Complications - etiology</topic><topic>Retrospective Studies</topic><topic>Risk Assessment - statistics & numerical data</topic><topic>Risk Factors</topic><topic>Spine - surgery</topic><topic>Surgical Wound Infection - epidemiology</topic><topic>Surgical Wound Infection - etiology</topic><topic>Viral diseases</topic><topic>Viral diseases of the lymphoid tissue and the blood. Aids</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>ABDUL-JABBAR, Amir</creatorcontrib><creatorcontrib>TAKEMOTO, Steven</creatorcontrib><creatorcontrib>BERVEN, Sigurd H</creatorcontrib><creatorcontrib>WEBER, Michael H</creatorcontrib><creatorcontrib>HU, Serena S</creatorcontrib><creatorcontrib>MUMMANENI, Praveen V</creatorcontrib><creatorcontrib>DEVIREN, Vedat</creatorcontrib><creatorcontrib>AMES, Christopher P</creatorcontrib><creatorcontrib>CHOU, Dean</creatorcontrib><creatorcontrib>WEINSTEIN, Philip R</creatorcontrib><creatorcontrib>BURCH, Shane</creatorcontrib><collection>Pascal-Francis</collection><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><jtitle>Spine (Philadelphia, Pa. 1976)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>ABDUL-JABBAR, Amir</au><au>TAKEMOTO, Steven</au><au>BERVEN, Sigurd H</au><au>WEBER, Michael H</au><au>HU, Serena S</au><au>MUMMANENI, Praveen V</au><au>DEVIREN, Vedat</au><au>AMES, Christopher P</au><au>CHOU, Dean</au><au>WEINSTEIN, Philip R</au><au>BURCH, Shane</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Surgical Site Infection in Spinal Surgery: Description of Surgical and Patient-Based Risk Factors for Postoperative Infection Using Administrative Claims Data</atitle><jtitle>Spine (Philadelphia, Pa. 1976)</jtitle><addtitle>Spine (Phila Pa 1976)</addtitle><date>2012-07-01</date><risdate>2012</risdate><volume>37</volume><issue>15</issue><spage>1340</spage><epage>1345</epage><pages>1340-1345</pages><issn>0362-2436</issn><eissn>1528-1159</eissn><coden>SPINDD</coden><abstract>Retrospective analysis.
The objective of this study was to investigate the accuracy of using an automated approach to administrative claims data to assess the rate and risk factors for surgical site infection (SSI) in spinal procedures.
SSI is a major indicator of health care quality. A wide range of SSI rates have been proposed in the literature depending on clinical setting and procedure type.
All spinal surgeries performed at a university-affiliated tertiary-care center from July 2005 to December 2010 were identified using diagnosis-related group, current procedural terminology, and International Classification of Diseases, Ninth Revision (ICD-9) codes and were validated through chart review. Rates of SSI and associated risk factors were calculated using univariate regression analysis. Odds ratios were calculated through multivariate logistic regression.
A total of 6628 hospital visits were identified. The cumulative incidence of SSI was 2.9%. Procedural risk factors associated with a statistically significant increase in rates of infection were the following: sacral involvement (9.6%), fusions greater than 7 levels (7.8%), fusions greater than 12 levels (10.4%), cases with an osteotomy (6.5%), operative time longer than 5 hours (5.1%), transfusions of red blood cells (5.0%), serum (7.4%), and autologous blood (4.1%). Patient-based risk factors included anemia (4.3%), diabetes mellitus (4.2%), coronary artery disease (4.7%), diagnosis of coagulopathy (7.8%), and bone or connective tissue neoplasm (5.0%).
Used individually, diagnosis-related group, current procedural terminology, and ICD-9 codes cannot completely capture a patient population. Using an algorithm combining all 3 coding systems to generate both inclusion and exclusion criteria, we were able to analyze a specific population of spinal surgery patients within a high-volume medical center. Within that group, risk factors found to increase infection rates were isolated and can serve to focus hospital-wide efforts to decrease surgery-related morbidity and improve patient outcomes.</abstract><cop>Hagerstown, MD</cop><pub>Lippincott Williams & Wilkins</pub><pmid>22210012</pmid><doi>10.1097/BRS.0b013e318246a53a</doi><tpages>6</tpages></addata></record> |
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subjects | Adolescent Adult Aged Aged, 80 and over Algorithms Biological and medical sciences California - epidemiology Cerebrospinal fluid. Meninges. Spinal cord Current Procedural Terminology Databases, Factual - statistics & numerical data Diagnosis-Related Groups - statistics & numerical data Female Human viral diseases Humans Incidence Infectious diseases International Classification of Diseases Logistic Models Male Medical sciences Middle Aged Multivariate Analysis Nervous system (semeiology, syndromes) Neurology Orthopedic Procedures - adverse effects Orthopedic Procedures - methods Postoperative Complications - epidemiology Postoperative Complications - etiology Retrospective Studies Risk Assessment - statistics & numerical data Risk Factors Spine - surgery Surgical Wound Infection - epidemiology Surgical Wound Infection - etiology Viral diseases Viral diseases of the lymphoid tissue and the blood. Aids Young Adult |
title | Surgical Site Infection in Spinal Surgery: Description of Surgical and Patient-Based Risk Factors for Postoperative Infection Using Administrative Claims Data |
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