of Trauma Assembly 28 th Page 1

Similar documents
Predicting Short Term Morbidity following Revision Hip and Knee Arthroplasty

How to Address an Inappropriately high Mortality Rate? Joe Sharma, MD Associate Professor of Surgery NSQIP Surgical Champion

Table 0: Description of Grading System for Anatomic Severity of Disease in Emergency. Local disease confined to the organ with minimal abnormality

Form 1: Demographics

Outcomes of Patients with Preoperative Weight Loss following Colorectal Surgery

Demographics. MBSAQIP Case Number: *ACS NSQIP Case Number: *LMRN: *DOB: / / *Gender: Male Female

Discussion of Complex Clinical Scenarios and Variable Review ACS NSQIP Clinical Support Team

2018 OPTIONS FOR INDIVIDUAL MEASURES: REGISTRY ONLY. MEASURE TYPE: Process

Imaging Criteria (CT findings) Inflammatory changes localized to appendix +/- appendiceal dilation +/- contrast non-filling

Is laparoscopic sleeve gastrectomy safer than laparoscopic gastric bypass?

Determinants of treatment: Outcome measures or how to read studies on diverticular disease

Acute Diverticulitis. Andrew B. Peitzman, MD Mark M. Ravitch Professor of Surgery University of Pittsburgh

4. Which survey program does your facility use to get your program designated by the state?

Understanding Readmissions in Pediatric Surgery

ACUTE KIDNEY INJURY (AKI) ACUTE RESPIRATORY DISTRESS SYNDROME (ARDS) ADVANCED DIRECTIVE LIMITING CARE...91 AGE...9 AGE UNITS...

Comparison of Risk Factors for Unplanned Conversion from Laparoscopic and Robotic to Open Colorectal Surgery

JAWDA Bariatric Quality Performance Indicators. JAWDA Quarterly Guidelines for Bariatric Surgery (BS)

A Comparative Analysisof Male versus Female Breast Cancer in the ACS NSQIP Database

Clinical Quality Measures for PQRS. Last Updated: June 4, 2014

The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters.

ACS-NSQIP 2015 Julietta Chang MD, Ali Aminian MD, Stacy A Brethauer MD, Philip R Schauer MD Bariatric and Metabolic Institute

Is Readmission a Good Quality Measure for Surgical Care? Examining the Underlying Reasons for Readmissions after Surgery at ACS NSQIP Hospitals

Validation of HAI Reporting in New Hampshire Hospitals: Data from

National Emergency Laparotomy Audit. Help Box Text

Breakout Session 2: Bariatric Quality Improvement

Demographics IDN: DOB: / / Gender: Male Female. Race: White Black or African American American Indian or Alaska Native

Cigdem Benlice, Ipek Sapci, T. Bora Cengiz, Luca Stocchi, Michael Valente, Tracy Hull, Scott R. Steele, Emre Gorgun 07/23/2018

General Surgery Service

MAKING THE NSQIP PARTICIPANT USE DATA FILE (PUF) WORK FOR YOU

Dr Yuen Wai-Cheung HA Convention 2011

AMERICAN COLLEGE OF SURGEONS NATIONAL SURGICAL QUALITY IMPROVEMENT PROGRAM - PEDIATRIC Data Collection Worksheet

American College of Surgeons National Surgical Quality Improvement Program

Impact of Preoperative Bowel Preparation on the Risk of Clostridium Difficile after Colorectal Surgery: A Propensity Weighted Analysis

SURGICAL SITE INFECTIONS: SURVEILLANCE & PREVENTION

Improving Colectomy Outcomes in the Enhanced Recovery In NSQIP (ERIN) Pilot

Enhanced Recovery After Colorectal Surgery at Royal Inland Hospital Kamloops, BC. Our Data Experience

Upstate New York Surgical Quality Initiative

Q1 Contact Information

MBSAQIP Complex Clinical Scenarios & Variable Review

Appendix. Potentially Preventable Complications (PPCs) identify. complications that can occur during an admission. There are 64

Long Term Follow-up. 6 Month 1 Year Annual enter year #: What is the assessment date: / / Unknown. Is the patient alive? Yes No

Updated NSQIP Frailty Index

General'Surgery'Service'

Prof. Dr. Ahmed ElGeidie Professor of General surgery GEC Dr. Ahmed Abdelrafee

The Impact of Chronic Liver Disease on Postoperative Outcomes and Resource Utilization within the National Surgical Quality Improvement Database

Supplementary Online Content

APIC NHSN Webinar 9/8/2015. Topic Overview. Overall Learning Objectives

Table S1: MedRA codes for diagnoses possibly related to perforations

Pediatric SCR Discussion of Complex Clinical Scenarios NSQIP Annual Meeting July 26, 2015

TENNCARE Bundled Payment Initiative: Description of Bundle Risk Adjustment for Wave 8 Episodes

Data Collection Help Sheet

NEW DEFINITION FORMAT AND DIFFICULT VARIABLE DEFINITIONS

Michael Minarich, MD General Surgery Resident, PGY4 Cooper University Hospital

Introduction. Roxanne L. Massoumi 1 Colleen M. Trevino

EPO-144 Patients with Morbid Obesity and Congestive Heart Failure Have Longer Operative Time and Room Time in Total Hip Arthroplasty

ICD-10 Physician Education. General Surgery

A Pause in the Availability of Risk Adjusted National Benchmarks for AHRQ Indicators and an Alternative Measurement Approach

Acute Care Surgery: Diverticulitis

Marlin Wayne Causey, Daniel Nelson, Eric K. Johnson, Justin Maykel, Brad Davis, David E. Rivadeneira, Brad Champagne and Scott R.

PEDIATRIC NSQIP INTERNAL QUALITY ASSESSMENT THINGS YOU CAN DO AT HOME SALT LAKE, 2012

Perforation of a Duodenal Diverticulum. Elective Student S. C.

Colostomy & Ileostomy

Adult Surgical Clinical Reviewer: Discussion of Complex Clinical Scenarios and Variable Review

August SCR Educational Call

LOOKING FOR AIR IN ALL THE WRONG PLACES Richard M. Gore, MD North Shore University Health System University of Chicago Evanston, IL

How to Address an Inappropriately high Readmission Rate?

TOTAL HIP AND KNEE REPLACEMENTS. FISCAL YEAR 2002 DATA July 1, 2001 through June 30, 2002 TECHNICAL NOTES

DIVERTICULAR DISEASE. Dr. Irina Murray Casanova PGY IV

11/13/11. Biologics for CD and CUC: The Impact on Surgical Outcomes. Principles of Successful Intestinal Surgery

January 2015 Updates. Dec.4, 2014 SCR Education Call

SECTION 1: INCLUSION, EXCLUSION & RANDOMISATION INFORMATION

Hemodynamic Optimization HOW TO IMPLEMENT?

Which Blunt Trauma Patients Should Be Studied by Abdominal CT?

Factors affecting morbidity in patients undergoing emergency abdominal surgery

Always keep it in the differential

EACTS Adult Cardiac Database

Motility Disorders. Pelvic Floor. Colorectal Center for Functional Bowel Disorders (N = 701) January 2010 November 2011

Appendix G Explanation/Clarification Summary

The Michigan Trauma Quality Improvement Program. Ann Arbor, MI June 7, 2011

Risk of Venous Thromboembolism Outweighs Post-Hepatectomy Bleeding Complications: Analysis of 5,651 NSQIP Patients

A Population-Based Analysis of the Clinical Course of Colonic Diverticulitis and its Evolving Management

HIPEC Controversies in the Indications and Application of Regional Chemotherapy for Peritoneal Surface Malignancies

Q3 Sex Male Female. Q9b Pre-operative PPOSSUM Morbidity: Mortality:

NSQIP-P for the comparative analysis of resource utilization and disease-specific outcomes:

None of the authors has any disclosures or conflicts of interest to report

Appendicitis. I. Background & Significance: Algorithm Definitions 1. CASE

A comparison of peri-operative outcomes between elective and non-elective total hip arthroplasties

Registry Highlights. Dale Daniel Symposium Hip Fracture Registry. Overall Volume by Year and Region 3/7/2014

Small Bowel and Colon Surgery

EGD Data Collection Form

Original Investigation PACIFIC COAST SURGICAL ASSOCIATION

Supplementary Online Content

Infection Control: Surgical Site Infections

Supported by the Eastern Association for the Surgery of Trauma s Multi-institutional and Acute Care Surgery Ad Hoc Committees

Supplementary Appendix

Diverticulitis is largely a disease of an aging population

Pediatric SC/SCR Education Session: Difficult Definitions. NSQIP Annual Meeting July 26, 2014

8/28/2018. Pre-op Evaluation for non cardiac surgery. A quick review from 2007!! Disclosures. John Steuter, MD. None

Icd 10 abdominal wound wound care

Transcription:

Eastern Association for the Surgery of Trauma 28 th Annual Scientific Assembly Sunrise Session 12 Disease Grading Systemss in Emergency General Surgery January 16, 2015 Disney s Contemporary Resort Lake Buena Vista, Florida Page 1

Disease Grading Systems in EGS Oliver Gunter MD MPH, Vanderbilt University Nathan Mowery MD, Wake Forest Medical Center Overview Background of grading systems AAST methodology Sample case discussion Appendicitis Diverticulitis Peptic ulcer disease Controversies in disease grading The problem EGS needs outcome data to further define it as a specialty Outcome data will require standardization of the disease Current grading systems to not address the acute disease process or do not fit into a standard nomenclature Page 2

What is the goal of grading system? Clinical tool to guide therapy Research tool Create a language that everyone can share Requirments of a grading system Must be universally applicable Must be simple May be radiologist or surgeon dependent Fit the anatomic requirements, increasing severity Essentials of a EGS Grading System Page 3

Essentials of a EGS Grading System Standard progression from minimal disease to fulminant disease Granularity among levels of disease Ability to classify non operative cases Process of creating a AAST system Wanted a grade that just described the mechanical disease What to partner with a mechanical grade Co morbidities Charleson Physiology Apache MODS? Page 4

Basic Format Chosen for mechanical disease grade Grade AAST Disease Grade Clinical and/or Operative criteria Imaging and/or endoscopic criteria Pathologic criteria Corresponding level of an existing system 1 I Local disease Confined to the organ Minimal abnormality II Local disease Confined to the organ Severe abnormality III Beyond the organ Locally advanced only IV Beyond the organ Regional extension V Beyond the organ Widespread involvement Diverticulitis -Hinchey The Hinchey classification - proposed by Hinchey et al. in 1978[1] classifies a colonic perforation due to diverticular disease. Hinchey I - localised abscess (para-colonic) Hinchey II - pelvic abscess Hinchey III - purulent peritonitis (the presence of pus in the abdominal cavity) Hinchey IV - feculent peritonitis. Case study Appendicitis Page 5

Anatomic description Imaging Appendicitis Grade Description Clinical Criteria Imaging Criteria (CT findings) Operative Criteria Pathologic Criteria I Acutely inflamed appendix, intact Pain, elevated WBC and RLQ tenderness Inflammatory changes localized to appendix +/- appendiceal dilation +/- contrast non-filling Acutely inflamed appendix, intact Presence of neutrophils at the base of crypts, submucosa +/- in muscular wall II Gangrenous appendix, intact Pain, elevated WBC and RLQ tenderness Appendiceal wall necrosis with contrast nonenhancement +/- air in appendiceal wall Gangrenous appendix, intact Mucosa and muscular wall digestion; not identifiable on H&E III Perforated appendix with local contamination Pain, elevated WBC and RLQ tenderness Above with local periappendiceal fluid +/- contrast extravasation Above with evidence of local contamination Gross perforation or focal dissolution of muscular wall IV Perforated appendix with periappendiceal phlegmon or abscess Pain, elevated WBC and RLQ tenderness, may have palpable mass, duration of history >X days Regional soft tissue inflammatory changes, phlegmon or abscess Above with abscess or phlegmon in region of appendix N/A V Perforated appendix with generalized peritonitis Generalized peritonitis Diffuse abdominal or pelvic inflammatory changes +/- free intraperitoneal fluid or air Above with addition of generalized purulent contamination away from appendix N/A Page 6

Disease grade? Discussion Case study Perforated Gastric Ulcer Anatomic description Page 7

Imaging Perforated Peptic Ulcer Grade Description Clinical Criteria Imaging Criteria (CT findings) Operative Criteria Pathologic Criteria I Micro-perforation without peritonitis Discomfort in the epigastric region Extraluminal gas with no associated inflammatory chnages Preservation of normal anatomy with dissection required to identify the perforation Perforation with minimal bowel wall inflammation II Contained perforation with localized peritonitis Tenderness confined to the right upper quadrant Extraluminal gas contained in a walled off collection or the retroperitoneum Presence of inflammation and stigmata of perforation with contained collection Perforation with bowel wall inflammation III Perforation with localized peritonitis and localized fluid collection in lesser sac or right upper quadrant Tenderness confined to the right upper quadrant Perforation with associated collection that is not contained in a anatomic space or abscess but not disseminated Inflammation and contamination of peritoneal cavity confined to the right upper quadrant Perforation with bowel wall inflammation IV Free perforation with peritonitis Diffuse peritonitis Perforation with disseminated air and fluid Perforation with disseminated succus or purulent peritonitis Perforation with bowel wall inflammation V Perforation with duodenal destruction ± penetration into adjacent organs and generalized peritonitis Diffuse peritonitis Perforation with disseminated air and fluid with loss of local anatomic planes at the site of perforation Perforation with disseminated succus or purulent peritonitis and erosion into adjacent structures Destructive erosion of involved structures Disease grade? Discussion Page 8

Diverticulitis Case study Anatomic description Imaging Page 9

Diverticulitis Grade Description Clinical Criteria Imaging Criteria (CT findings) Operative Criteria Pathologic Criteria I Colonic inflammation Pain Elevated WBC count Minimal/No tenderness Mesenteric stranding Colon wall thickening N/A N/A Colon microperforation or pericolic phlegmon without abscess Local tenderness (single or multiple areas) No peritonitis Pericolic phlegmon Foci of air (single or multiple locations) No abscess Pericolic phlegmon No abscess Inflamed colon with microscopic perforation II Localized pericolic abscess Localized peritonitis Pericolic abscess Pericolic abscess Perforation III Distant and/or multiple abscesses Localized peritonitis at multiple locations Abscess/phlegmon away from the colon Abscess/phlegmon away from the colon N/A IV V Free colonic perforation with generalized peritonitis Generalized peritonitis Free air and free fluid Perforation with generalized fecal and purulent contamination N/A Discussion Disease grade? Controversies in disease scoring Page 10

Validation of the Grading System Inter observer reliability Dependent on radiographic, anatomic, and pathologic analysis Analogous to AAST Organ Injury Scale Basis for multiple future studies ICD Mapping Would be necessary if automated coding were to occur Needs the ICD codes to deliver enough granularity to place the patients into mechanical grades There exists the ability to petition ICD 10 codes to refine the code definitions. Diverticulitis Grade Description Clinical Criteria Imaging Criteria (CT findings) Operative Criteria Pathologic Criteria ICD-9-CM Codes ICD-10-CM Codes I Colonic inflammation Pain Elevated WBC count Minimal/No tenderness Mesenteric stranding Colon wall thickening N/A N/A 562.11 or 562.13 K57.32 or K57.33 or K57.52 or K57.53 or K57.92 or K57.93 II Colon microperforation or pericolic phlegmon without abscess Local tenderness (single or multiple areas) No peritonitis Pericolic phlegmon Foci of air (single or multiple locations) No abscess Pericolic phlegmon No abscess Inflamed colon with microscopic perforation 562.11 or 562.13 K57.32 or K57.33 or K57.52 or K57.53 or K57.92 or K57.93 III Localized pericolic abscess Localized peritonitis Pericolic abscess Pericolic abscess Perforation (562.11 or 562.13) and (567.22 or 569.5) K57.20 or K57.21 or K57.40 or K57.41 or K57.80 or K57.81 IV Distant and/or multiple abscesses Localized peritonitis at multiple locations Abscess/phlegmon away from the colon Abscess/phlegmon away from the colon N/A (562.11 or 562.13) and (567.22 or 567.31 or 567.38) K57.20 or K57.21 or K57.40 or K57.41 or K57.80 or K57.81 V Free colonic perforation with generalized peritonitis Generalized peritonitis Free air and free fluid Perforation with generalized fecal and purulent contamination N/A (562.11 or 562.13) and (567.21 or 567.29) K57.20 or K57.21 or K57.40 or K57.41 or K57.80 or K57.81 Page 11

Applicable ICD codes ICD-9-CM code descriptions: 562.11 Diverticulitis of colon (without mention of hemorrhage) 562.13 Diverticulitis of colon with hemorrhage 567.21 Peritonitis (acute) generalized 567.22 Peritoneal abscess 567.29 Other suppurative peritonitis 567.31 Psoas muscle abscess ICD-10-CM code descriptions: K57.20 Diverticulitis of large intestine with perforation and abscess without bleeding K57.21 Diverticulitis of large intestine with perforation and abscess with bleeding K57.32 Diverticulitis of large intestine without perforation or abscess without bleeding K57.33 Diverticulitis of large intestine without perforation or abscess with bleeding K57.40 Diverticulitis of both small and large intestine with perforation and abscess without bleeding K57.41 Diverticulitis of both small and large intestine with perforation and abscess with bleeding K57.52 Diverticulitis of both small and large intestine without perforation or abscess without bleeding K57.53 Diverticulitis of both small and large intestine without perforation or abscess with bleeding K57.80 Diverticulitis of intestine, part unspecified, with perforation and abscess without bleeding K57.81 Diverticulitis of intestine, part unspecified, with perforation and abscess with bleeding K57.92 Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding K57.93 Diverticulitis of intestine, part unspecified, without perforation or abscess with bleeding Where to find this data? UHC NSQIP Only operative cases are included Very few emergent cases are included Severity estimation with UHC, NIS, NSQIP, NHSN Page 12

UHC and NIS: Quantification of EGS and markers of severity UHC background Quality tool started in 1984 Most data avail from 2008 present 116 academic hospitals and 276 affiliates Intended to be used a comparison tool Drilling down Individual patients By diagnosis, procedure, complication, etc. Individual practitioner Individual institution Differing stratification schemes NIS background Data from 8M admits, 20% of admissions States participating in HCUP (96% of population) Data available from 1988 present (2010 most recent) Primary and secondary diagnoses Primary and secondary procedures Admission and discharge status Patient demographics (e.g., gender, age, race, median income for ZIP Code) Expected payment source Total charges Length of stay Hospital characteristics (e.g., ownership, size, teaching status) Page 13

UHC severity modeling All patient related diagnosis related grouping Categorical modeling severity, risk of mortality Mild Moderate Major Extreme Modeling = MS DRG in academic centers Bias Omitted risk factors Biased reporting of risk factors (over vs under reporting) Statistical bias May over or underfit depending on factor reporting per hospital Recalibrated for each fiscal year NIS severity modeling APR DRG like UHC 30 AHRQ comorbidity indices Disease staging Stage 1: no complications or minimal severity Stage 2: single organ/system, increased risk of compl Stage 3: multi site involvement, systemic, poor px Stage 4: death Disease LOS, mortality, resource demand scale Very low (<5% of patients) Low (5 25% of patients) Medium (25 75% of patients) High (75 95% of patients) Very high (>95% of patients) Pros/cons UHC Pros How are we doing compared to our peers? How is XXX surgeon performing? Outcome questions by diagnosis, DRG, clinical category, etc. Can access the entire dataset at the patient level Cons Doesn t answer the question of What is EGS Dependent on ongoing recruitment, incomplete populations Doesn t provide hospital characteristics Limited stratification power Page 14

Pros/cons NIS Pros More complete dataset 20% sample of majority of admits in US OR utilization vs non OR procedures More complete population, date range Cons Severity of illness dep on diagnoses > physiology Massive dataset (~9GB/ year) Cost ($50 per year for students, $350 for faculty) In hospital outcome NSQIP Purpose and Structure Semiannual report of risk adjusted morbidity and mortality Interim reports: ongoing assessment/comparison 1680 cases per year; ~100 variables collected 100% colectomy, proctectomy, ventral hernia repair General Surgery and Vascular random sample Inclusion / Exclusion Criteria Service CPT code Trauma / Transplant excluded during that admission Data Collection Preoperative data Demographics Clinical laboratory variables Intraoperative data Surgical Profile Clinical variables and complications Postoperative data 30-day outcomes (inpatient and outpatient) Complications and discharge variables Page 15

400 NSQIP Cases and Distribution, 2011 350 300 337 312 Vascular 9% HBS 4% RGS 1% GI / Lap 24% 250 200 EGS 18% 150 100 50 108 99 89 77 61 41 39 Onc/Endo 21% CRS 23% 0 n=1,604 Risk Adjustment Mortality ASA Class CPT Code Albumin Age Sepsis Disseminated Cancer Functional Status Emergency Surgery Morbidity CPT Code ASA Albumin Sepsis Dyspnea Work RVU > Creatinine Emergency Surgery SSI CPT Code BMI Inpatient ASA Smoker Wound Class Sepsis Sodium < 135 Data Collection Entire chart is reviewed for risk and occurrence variables Follow up continues for 30 days postop If documentation is not available in the VUMC record, the patient is contacted directly If the patient s condition is not complete up to 30 days, the record is considered incomplete Page 16

Data Collection Entire chart is reviewed for risk and occurrence variables Follow up continues for 30 days postop If documentation is not available in the VUMC record, the patient is contacted directly If the patient s condition is not complete up to 30 days, the record is considered incomplete Preoperative Risk Factors BMI Diabetes Smoking Dyspnea Functional status Vent dependence COPD Ascites CHF Hypertension Renal Failure with or without dialysis requirement Disseminated Cancer Open wound Steroid / immunosuppression use > 10% loss of body weight Bleeding disorders Preop transfusion SIRS / Sepsis / septic shock Laboratory testing Colectomy only: mechanical bowel prep, oral antibiotic prep, chemotherapy w/n 90 days Preoperative Risk Factors Disseminated Cancer Enter Yes if the patient has a primary cancer that has metastasized to a major organ (i.e. AJCC Stage IV), and the patient meets at least one of the following criteria: the patient has received active treatment for the cancer within one year of their ACS NSQIP assessed procedure surgery date. If the ACS NSQIP assessed surgical procedure is the treatment for the metastatic cancer, assign disseminated cancer to the case. the extent of disease is first appreciated at the time of the surgical procedure in question. the patient has elected not to receive treatment for the metastatic disease the patient s metastatic cancer has been deemed untreatable Page 17

Preoperative Risk Factors Functional Status Independent: The patient does not require assistance from another person for any activities of daily living. This includes a person who is able to function independently with prosthetics, equipment, or devices. Partially dependent: The patient requires some assistance from another person for activities of daily living. This includes a person who utilizes prosthetics, equipment, or devices but still requires some assistance from another person for ADLs. Totally dependent: The patient requires total assistance for all activities of daily living. Intraoperative Variables Emergency Case Wound classification Surgical wound closure ASA Class Operative start / finish times Other / concurrent procedures Colectomy only Primary indication Operative approach Positive margins Pathologic staging Intraoperative Variables Emergency Case: An emergency case is usually performed within a short interval of time between patient diagnosis or the onset of related preoperative symptomatology. It is implied that the patient s well being and outcome is potentially threatened by unnecessary delay and the patient s status could deteriorate unpredictably or rapidly. The emergency case variable distinguishes between urgent/semielective/elective cases and true emergent surgeries. Urgent/semi elective cases are not considered emergencies. Assign 'YES' if the surgeon and/or anesthesiologist report the case as emergent. Page 18

Postoperative Occurrences Superficial, Deep, and Organ/Space SSI Wound disruption Pneumonia Unplanned intubation On ventilator > 48 hours Urinary Tract Infection Progressive Renal Insufficiency Acute Renal Failure Stroke / CVA Cardiac arrest requiring CPR Myocardial infarction Transfusion within 72 hours Venous thromboembolism Sepsis / Septic Shock Death Readmission Colectomy only: Anastomotic leak, prolonged ileus NSQIP Mortality All cause 30 day mortality Unlike institutional mortality data, postdischarge deaths are captured 37 deaths / 1603 patients = 2.31% 14 deaths were post discharge NHSN NSQIP Procedure Selection Exclusion Criteria ICD 9 Procedure Code from hospital CPT Codes: OR Schedule, review of operative note, billing; All surgical services included. surgeon billing. General and vascular surgery patients May be principal or secondary reviewed for inclusion. Ostomies and takedowns are procedure not in the Colectomy category Patients with wound left open at the Trauma and Transplant patients index procedure Patients with proc w/in 30 days prior to index operation Wound closure noted; no exclusion for wounds left open Surveillance 30 days for most with exception of 30 days for all procedures Period 365 days if implant placed Multiple Infection ascribed to most likely site Primary procedure is CPT Code with highest work RVU; Procedures or prioritized by risk SSI is not assigned to specific procedure Risk Stratified by risk index that Adjustment incorporates the following Duration of operation Wound class ASA classification [New regression model risk stratification implemented in Jan 12] Odds Ratio: multivariate regression analysis models every six months; significant factors include Wound class Body mass index Preoperative sepsis ASA classification Patient age Emergent operation Page 19

Potential Opportunities for Standardization Examine best practices and standardize Bowel isolation training Bowel prep and oral antimicrobial prophylaxis Maintenance of normothermia Bowel isolation/technique? Prevent hypoxia Page 20