Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology

Transcription

1 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology Contents Data Acquisition... 2 Cohort Definition and Outcome... 3 Defining Inhospital Complications using Administrative Data... 4 Multivariate Logistic Regression Models... 5 Assignment of Star Ratings... 6 Limitations of the Data Models... 7 Appendix A. Patient Cohort Definitions... 8 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Appendix C. Major Complications Appendix D. Top Five Risk Factors by Procedure or Diagnosis Appendix E. Methodology Enhancements for 2012 Ratings Models Appendix F. Hospital Ratings and Ranking Removal Policy To help consumers evaluate and compare hospital performance, HealthGrades analyzed patient outcomes data for virtually every hospital in the country. HealthGrades used the following data sources. Medicare inpatient data from the Medicare Provider Analysis and Review (MedPAR) database (purchased from the Centers for Medicare and Medicaid Services). Medicare data is available for years 2008 through The MedPAR inpatient data include the first nine diagnoses for every patient admission and the first six procedure codes. Inpatient data for appendectomy provided by 19 states that provide all-payer data (AZ, CA, CO, FL, IA, MA, MD, ME, NJ, NV, NY, OR, PA, RI, TX, UT, VA, WA, and WI) for years 2007 through Ratings were based upon HealthGrades risk-adjustment methodology described below. The purpose of risk adjustment is to obtain fair statistical comparisons between disparate populations or groups. Significant differences in demographic and clinical risk factors are found among patients treated in different hospitals. Risk adjustment of the data is needed to make accurate and valid comparisons of clinical outcomes at different hospitals.

2 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 2 Data Acquisition The MedPAR data was selected for several reasons. Almost every hospital in the country is included in the database, with the exception of military and Veterans Administration hospitals. Accuracy is regulated; hospitals are required by law to submit complete and accurate information with substantial penalties for those that report inaccurate or incomplete data. The Medicare population represents a majority of the patients for virtually all of the clinical categories studied. For example, Medicare patients account for approximately 55 to 60 percent of all cardiac patients. However, since the appendectomy cohort includes very few cases over 65 years of age, all-payer state data were used to rate hospitals in those states where state data were available. For Multivariate Logistic Regression-based Ratings, HealthGrades conducted a series of data quality checks to preserve the integrity of the ratings. Based on the results of these checks, we excluded a limited number of cases because they were inappropriate for inclusion in the database or miscoded. Examples of excluded patient records are: Patients under the age of 65 (except appendectomy). Patients who left the hospital against medical advice or who were transferred to another acute care hospital. Patients discharged alive with a length of stay that is inconsistent with the reason for admission. (For example, a patient discharged alive with a one day length of stay for valve surgery would be excluded because this procedure requires several days for recovery.). Patients who were still in the hospital when the Medicare claim was filed. Patients with an invalid gender (for example, a prostatectomy related to a female patient). HealthGrades Multivariate Logistic Regression-based Ratings methodology takes into account patient characteristics such as age, gender, and underlying medical conditions that could increase the patient s risk of mortality or complication. The inhospital data for 27 diagnoses and procedures on the HealthGrades Web site represent three years of patient discharges from Medicare fiscal year 2008 through In addition, appendectomy is based exclusively on state data from years 2007 through 2009.

3 Cohort Definition and Outcome Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 3 For each of the 28 patient cohorts, HealthGrades developed a list of specific procedures and diagnoses that define the cohort and a list of cohort-specific exclusions for rare and/or clinically complex diagnoses and procedures that cannot be adequately risk-adjusted (Appendix B). For each of these cohorts, only hospitals with at least 30 cases across three years of data and at least five cases in the most current year were included. For 18 of the cohorts, the outcome measure is mortality. For ten of the cohorts, the outcome of measure is inhospital major complications. For the cohorts where inhospital major complications are the outcome of study, complications are defined by the use of clinical and coding experts. A list of major inhospital complications by cohort can be found in Appendix C. Outcomes were binary, with documented major complications either present or not, and patients recorded as either alive or expired. In cohorts where the quality measure is major complications, mortality is considered a complication. Mortality Cohorts Bowel Obstruction Chronic Obstructive Pulmonary Disease (COPD) Coronary Interventional Procedures Diabetic Acidosis and Coma Gastrointestinal Bleed Gastrointestinal Surgeries and Procedures Heart Attack Heart Bypass Surgery Heart Failure Neurosurgery Pancreatitis Pneumonia Pulmonary Embolism Resection/Replacement Abdominal Aorta Respiratory Failure Sepsis Stroke Valve Replacement/Repair Surgery Inhospital Complication Cohorts Appendectomy Back and Neck Surgery (with Spinal Fusion) Back and Neck Surgery (without Spinal Fusion) Carotid Surgery Cholecystectomy (Gallbladder Surgery) Hip Fracture Treatment Peripheral Vascular Bypass Prostatectomy Total Hip Replacement Total Knee Replacement

4 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 4 Defining Inhospital Complications using Administrative Data In October of 2007 (fiscal year 2008), the Centers for Medicare and Medicaid Services began requiring most hospitals to submit a present on admission (POA) indicator for every diagnosis submitted. This indicator is intended to distinguish hospital-acquired conditions from those present at the time the patient presented to the hospital. HealthGrades has adopted a phased-in approach to using POA information. In 2008, the POA fill rate was inadequate for reliable modeling. However, in 2009, approximately 90% of patients had at least one diagnosis record with a POA indicator. Below is a summary of the POA indicators listed in the 2009 MedPAR file layout document 1 and how they were used by HealthGrades in determining inhosiptal complications in the current 2012 ratings. POA Indicator (Interpretation) CMS Description* Use by HealthGrades Y (Yes, Present) N (No, Not Present) Present at the time of inpatient admission Not present at the time of inpatient admission Utilized in the risk-adjustment process Used to identify inhospital complications U,1, Other (Unknown) W (Clinically Undetermined) Documentation is insufficient to determine if condition was present on admission Unreported/not used exempt from POA reporting Provider is unable to clinically determine whether condition was present on admission or not. May require the co-occurrence of other codes to be a complication, see Records with No POA Indicator section below. If not considered a complication, it may be used in risk adjustment. Not considered a complication nor used in risk adjustment * MedPAR Limited Data Set Hospital (National) File Layout. Also known as, Expanded Modified MedPAR File Layout. March Available from the Centers for Medicare and Medicaid Services Records with No POA Indicator When utilizing administrative patient records, some conditions can be either pre-existing or hospitalacquired. Only the hospital-acquired conditions should be considered as complications. To differentiate between pre-existing and hospital-acquired conditions when there is no POA indicator, we use the presence of a 900 post-operative complication code. For example, in the case where a patient record contains Atrial Fibrillation, that code is considered a comorbid risk if it occurs by itself and a complication if there is a Cardiac Complications, NEC code also present in the patient record. We did not require the presence of a post-operative complication code for diagnoses that were clearly hospital-acquired (e.g., heart attack in an elective procedure such as total knee replacement). Records with POA Indicators When there is a POA indicator present, a diagnosis is only considered an inhospital complication if the POA indicator is set to No. This means that the condition was not present at the time of admission and was acquired during the hospitalization. Records where the POA indicator is Unknown were treated as described for records that have no POA indicator.

5 Multivariate Logistic Regression Models Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 5 Fair and valid comparisons among hospital providers can be made only to the extent that the riskadjustment methodology considers important differences in patient demographic and clinical characteristics. The risk-adjustment methodology used by HealthGrades utilizes multivariate logistic regression to identify patient risk factors that influence patient outcomes in significant and systematic ways. Risk factors may include age, gender, specific procedure performed, and comorbid conditions such as hypertension, chronic renal failure, heart failure, and diabetes. For each of the 27 cohorts, individual risk models are constructed and tailored for each clinical condition or procedure, and also for each outcome (major complications, or inhospital, 30-day and 180-day post-admission mortality). For each cohort, comorbid diagnoses (e.g., hypertension, chronic renal failure, anemia, diabetes), demographic characteristics (e.g., age and gender), and specific procedures (e.g., percutaneous coronary intervention in coronary bypass surgery) were classified as potential risk factors. We used logistic regression to determine which of these potential risk factors were statistically important in predicting the quality measure (e.g., mortality). All risk factors that remained in the final model had to be statistically significant (p <0.05) in predicting the outcome (mortality, inhospital complications). In addition, risk factors were required to have an odds ratio greater than 1.0. There were occasional exceptions to this rule; for example, risk factors that have been documented in the medical literature to be protective and risk factors that are part of the cohort definition remained in the model even if the odds ratio was less than one (e.g., Streptococcal pneumoniae pneumonia is one type of pneumonia that makes up the pneumonia cohort). Complications were not counted as risk factors because they were considered a result of care received during the admission. See Appendix D for a list of the top five risk factors for each procedure or diagnosis. The top five risk factors are procedures/diagnoses that were most likely to lead to the outcome (e.g., highest odds ratio). They are not necessarily those with the highest volume. The statistical models were checked for validity and finalized. All of the models were highly significant, with c-statistics ranging from ~ 0.6 to ~ 0.9. These cohort and outcome-specific models were then used to estimate the probability of the outcome for each patient in the cohort (predicted rate). For the 2011 logistic regression models, POA fill rates were included as an additional independent risk factor for the 2009 and 2010 data. The POA fill rate was calculated as the percent of diagnosis codes having a known POA indicator value of Yes, No or Clinically Undetermined among patients in that cohort at that hospital. This additional risk adjustment was necessary due to the fact that critical access hospitals and some Maryland hospitals are exempt from POA reporting. Thus, these hospitals had lower rates of detectable inhospital complications and conversely, more conditions potentially factored into the acuity adjustment. Testing verified that the inclusion of POA fill rates in the logistic regression model adequately adjusted for the differing overall rates of complications between hospitals reporting POA and the exempt hospitals.

6 Assignment of Star Ratings Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 6 Once the regression models were developed using the national MedPAR data set, individual hospital ratings were assigned. Developing the HealthGrades ratings involved four steps for each disease state or procedure specific cohort (e.g., coronary bypass surgery) and quality measure (e.g., inhospital mortality or complications). 1. First, the hospital predicted value (predicted number of deaths or complications at each hospital) was obtained by summing the individual patient predicted values determined from using logistic regression models discussed above. 2. Second, the predicted value was compared with the actual or observed value (e.g., actual number of deaths or complications at each hospital). 3. Third, a test was conducted to determine whether the difference between the predicted and actual values was statistically significant. This test was performed to make sure that differences were very unlikely to be caused by chance alone. 4. Fourth, a star rating was assigned based upon the outcome of the test for statistical significance. Statistical significance tests were performed for each patient cohort to identify, by hospital, whether the actual and predicted rates were significantly different. A z-score was used to establish an approximate 90% confidence interval. Assignment of Star Ratings The following rating system was applied to the data for all procedures and diagnoses. Best Actual performance was better than predicted and the difference was statistically significant. As Expected Actual performance was not significantly different from what was predicted. Poor Actual performance was worse than predicted and the difference was statistically significant. In general, 70% to 80% of hospitals in each procedure/diagnosis were classified as three stars, with actual results not significantly different from predicted results. Approximately 10% to 15% were 1-star hospitals and 10% to 15% were 5-star hospitals.

7 Limitations of the Data Models Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 7 It must be understood that while these models may be valuable in identifying hospitals that perform better than others, one should not use this information alone to determine the quality of care provided at each hospital. The models are limited by the following factors. Cases may have been coded incorrectly or incompletely by the hospital. The models can only account for risk factors that are coded into the billing data if a particular risk factor was not coded into the billing data, such as a patient s socioeconomic status and health behavior, then it was not accounted for with these models. Although Health Grades, Inc. has taken steps to carefully compile these data using its methodology, no techniques are infallible, and therefore some information may be missing, outdated or incorrect. The MedPAR inpatient data contain the first nine diagnoses and the first six procedure codes for an inpatient stay. For some patients, this may not be representative of the full list of codes submitted. Please note that a high ranking for a particular hospital is not a recommendation or endorsement by Health Grades, Inc. of a particular hospital; it means that the data associated with a particular hospital has met the foregoing qualifications. Only individual patients can decide whether a particular hospital is suited for their unique needs. Also note that if more than one hospital reported to CMS under a single provider ID, HealthGrades analyzed patient outcomes data for those hospitals as a single unit. Throughout this document, therefore, hospital refers to one hospital or a group of hospitals reporting under a single provider ID.

8 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 8 Appendix A. Patient Cohorts Definitions Appendix A. Patient Cohort Definitions Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Appendectomy Cohort Appendectomy Principal Procedure Laparascopic Other open procedures Cardiac Service Line Cohort Coronary Bypass Surgery (CABG) (Isolated) Principal Procedure Coronary bypass for cardiac revascularization with: internal mammary artery or vein One or more vessels Without valve replacement or repair Can have a PCI in this stay Valve repair and replacement Aortic aneurysm repair Carotid endarterectomy Patients discharged alive with a length of stay < 1 day Coronary Interventional Procedures (PCI) Principal Procedure of PCI or Principal Procedure Intra-aortic balloon pump with PCI secondary Removal of coronary artery obstruction Single or multi-vessel Atherectomy or balloon angioplasty with or without thrombolytic agent Stent can be bare metal or drug eluting Can be multi-vessel Open chest Case associated with CABG or Valve in this stay Heart Attack Principal Diagnosis Heart Failure Principal Diagnosis Anterior, inferior, posterior, lateral, RV infarcts ST elevation Non ST elevation Not otherwise specified Includes patients who receive thrombolytics, PCI, CABG, or medical management only Systolic or diastolic, combined, left, valvular, acute or chronic, decompensated or compensated Metastatic cancers Palliative care patients (V66.7) Respirator dependent status (V46.11) Left ventricular assist device (V43.21) Discharge to hospice Dialysis in this stay (39.95) Metastatic cancers Palliative care patients (V66.7) Respirator dependent status (V46.11) Left ventricular assist device (V43.21) Discharge to hospice Valve Replacement/Repair Surgery Principal or Secondary Procedure Replacement with repair Open repair Aortic, mitral, pulmonary, or tricuspid With or without CABG Percutaneous repair Thoracic and aortic dissections Patients discharged alive with a length of stay < 1 day

9 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 9 Appendix A. Patient Cohorts Definitions Critical Care Service Line Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Diabetic Acidosis and Coma Principal Diagnosis With coma Hypoglycemic shock Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Respirator dependent status (V46.11) Patients discharged alive with a length of stay < 1 day Sepsis Principal Diagnosis Pulmonary Embolism Principal Diagnosis Respiratory Failure Principal Diagnosis Salmonella septicemia Listeriosis Meningococemia Streptococcal septicemia Staphylococcal septicemia Staphylococcus aureus Pneumococcal septicemia Septicemia due to anaerobes Gram-negative organisms Hemophilus influenzae Escherichia coli Pseudomonas Serratia Unspecified organism Herpetic septicemia Septic shock SIRS Pulmonary embolism and infarction Iatrogenic Acute respiratory failure Acute on chronic respiratory failure Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Patients discharged alive with a length of stay < 1 day Discharge to hospice Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Patients discharged alive with a length of stay < 1 day Discharge to hospice Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Discharge to hospice

10 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 10 Appendix A. Patient Cohorts Definitions Gastrointestinal Service Line Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Bowel Obstruction Principal Diagnosis Duodenal ulcer with obstruction Gastrojejunal ulcer with obstruction Pyloric stenosis Other obstruction of duodenum Hernia with obstruction Intestinal obstruction without hernia Gallstone ileus Intussception Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Discharge to hospice Patients deceased with a length of stay < 1 day Cholecystectomy Principal Procedure Gastrointestinal Bleed Principal Diagnosis Open or laparoscopic Partial Revision of prior Bleeding/hemorrhage in any of the following areas: Esophageal varices Ulcer of esophagus Gastric ulcer Duodenal ulcer Peptic ulcer Gastrojejunal Gastritis or duodenitis Angiodysplasia of stomach and duodenum Diverticulosis Rectum or anus Dieulafoy lesion of intestine Hematemasis Melena Hemorrhage of GI tract, unspecified Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Respirator dependent status (V46.11) Discharge to hospice Patients deceased with a length of stay < 1 day Gastrointestinal Surgery & Procedures Principal Procedure Pancreatitis Principal Diagnosis Gastrectomies Vagotomies Gastric repairs Small and large intestine resections Small and large intestine anastomoses Acute Chronic Primary and metastatic cancers Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Respirator dependent status (V46.11) Discharge to hospice

11 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 11 Appendix A. Patient Cohorts Definitions Neurosciences Service Line Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Stroke Principal Diagnosis Neurosurgery Principal Procedure Subarachnoid hemorrhage Intracerebral hemorrhage Unspecified intracranial hemorrhage Occlusion and stenosis of basilar, carotid, and vertebral artery Cerebral thrombosis, embolism, or occlusion Acute but ill-defined cerebrovascular disease Intracranial Vascular Procedures for Hemorrhage Aneurysm Repairs Clippings Coilings Intracranial Angioplasties Craniotomies Ventricular Shunts Metastatic cancers Hospitals transferring more than 10% of their population Subdural bleeds Extradural bleeds Palliative care patients (V66.7) Left ventricular assist device (V43.21) Respirator dependent status (V46.11) Patients deceased with a length of stay < 1 day Patients discharged alive with a length of stay < 1 day Discharge to hospice Head Trauma

12 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 12 Appendix A. Patient Cohorts Definitions Orthopedic Service Line Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Back & Neck Surgery (except Spinal Fusion) Principal Procedure Cervical, Thoracic, and/or Lumbar spine laminectomy, laminoplasty, foraminectomy, Repair of vertebral fracture Elevation of spinal bone fragments Reduction of vertebral fracture Removal on bony spicules Excision or destruction of inter-vertebral disc Removal of herniated nucleus pulpsus Insertion of posterior spinal motion preservation devices Post laminectomy syndrome: cervical, thoracic, or lumbar Reopening of laminecotmy site Repair of joint structure Kyphoplasty Vertebroplasty Patients with secondary bone cancer Accidental Injury Back & Neck Surgery (Spinal Fusion) Principal Procedure Hip FractureTreatment Principal Diagnosis Total Knee Replacement Principal Procedure Fusion at any level: spinal, cervical, dorsal, dorsolumbar, lumbar, lumbosacral Single incision approach Any number of vertebrae Femur neck fractures Trochanter and subtrochanter fractures Intertrochanter fractures Primary total knee replacement (bicompartmental, tricompartmental, unicompartmental (hemijoint)) Bilaterals Post laminectomy syndrome Reopening Refusion Kyphoplast Vertebroplasty Patients with secondary bone cancer Accidental Injury Hip replacement/knee replacement during same hospital stay Open skull fractures with lacerations Open transcervical fractures Open femur neck and trochanter fractures Femur shaft fractures Patients discharged alive with a length of stay < 1 day Palliative care patients (V66.7) Discharge to hospice Revision Removal of hardware Hip replacement (total or partial); hip resurfacing Accidental injury Total Hip Replacement Principal Procedure Primary total hip replacement Bilaterals Partial and total hip resurfacing Knee replacement Revision Removal of hardware Femur neck fractures Accidental injury

13 Prostatectomy Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 13 Appendix A. Patient Cohorts Definitions Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Prostatectomy Principal Procedure Transurethral Suprapubic Retropubic Radical Perineal Local excision of lesion of prostate Pulmonary Service Line Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Chronic Obstructive Pulmonary Disease Principal Diagnosis Chronic bronchitis Simple and obstructive bronchitis with and without exacerbation Other emphysema Chronic obstructive asthma Bronchiectasis Chronic airway obstruction, not elsewhere classified Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Respirator dependent status (V46.11) Discharge to hospice Pneumonia Principal Diagnosis Streptococcal Group A and Group B Staph pneumonia including methicillin resistant Gram negative Hemophilus influenzae Mycoplasma Chlamydia Bronchopneumonia Influenza w/ pneumonia Legionnaire s Organism not specified SARS-related Metastatic cancers Palliative care patients (V66.7) Left ventricular assist device (V43.21) Discharge to hospice

14 Vascular Service Line Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 14 Appendix A. Patient Cohorts Definitions Excluded from each cohort were patients who have had any organ transplant or a complication thereof. Cohort Carotid Surgery Principal Procedure Carotid endarterectomy Endovascular graft Percutaneous insertion of carotid stent Percutaneous angioplasty of precerebral vessels Patients with coronary bypass surgery Resection of other peripheral vessel with anastomosis Subarachnoid, intracerebral and subdural hemorrhage Peripheral Vascular Bypass Principal Procedure Resection /Replacement Abdominal Aorta Rupture and Elective Principal Procedure Peripheral vascular shunt or bypass: Axillary-brachial Axillary-femoral Brachial Femoral-femoral Femoroperoneal Femoropopliteal Femorotibial Popliteal Vascular bypass not otherwise specified Excision of aneurysm and resection with anastomosis with and without replacement of the aorta Endovascular implantation of a graft in the abdominal aorta Resection of upper extremities vascular procedures Revisions Aortic dissection Patients with CABG and Valves Incision of vessel for embolectomy or thrombectomy Aorto-renal bypass Aorto-iliac-femoral bypass Angioplasty of non-coronary vessel Resection of thoracic vessel Patients that have a combination of stenting/anastomosis procedures

15 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 15 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Appendix B. Patient Cohorts and Related ICD-9-CM Codes Appendectomy Principal Procedure: 47.01, Diagnoses (Primary or Secondary): , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Back and Neck Surgery (Spinal Fusion) Principal Procedure: 81.00, 81.01, 81.02, 81.03, 81.04, 81.05, 81.06, 81.07, 81.08, 81.62, 81.63, Diagnoses (Primary or Secondary): 198.5, , , , , , , , , , , , , , , , E812.0, E812.1, E812.9, E814.7, E815.0, E816.0, E816.1, E819.0, E819.9, E849.1, E849.5, E881.0, E882, E929.0, V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V45.4 Principal Diagnosis: , , Procedures (Primary or Secondary): 03.02, 37.51, 37.52, 37.53, 37.54, 78.69, 81.30, 81.31, 81.32, 81.33, 81.34, 81.35, 81.36, 81.37, 81.38, 81.39, 81.65, 81.66, 84.59, 84.60, 84.61, 84.62, 84.63, 84.64, 84.65, 84.66, 84.67, 84.68, 84.69, 84.80, 84.81, 84.82, 84.83, 84.84, Back and Neck Surgery (except Spinal Fusion) Principal Procedure: 03.09, 03.53, 80.50, 80.51, 80.59, 84.59, 84.60, 84.61, 84.62, 84.63, 84.64, 84.65, 84.80, 84.82, Diagnoses (Primary or Secondary): 198.5, , , , , , , , , , , , , , , , E812.0, E819.0, E819.9, E828.2, E849.1, E849.5, E881.0, E929.0, V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V54.01, V54.09 Principal Diagnosis: , , , , , Procedures (Primary or Secondary): 03.02, 37.51, 37.52, 37.53, 37.54, 78.49, 78.69, 81.00, 81.01, 81.02, 81.03, 81.04, 81.05, 81.06, 81.07, 81.08, 81.30, 81.31, 81.32, 81.33, 81.34, 81.35, 81.36, 81.37, 81.38, 81.39, 81.62, 81.63, 81.64, 81.65, 81.66, 84.66, 84.67, 84.68, 84.69, 84.81, 84.83, Bowel Obstruction Principal Diagnosis: , , , , , , , , , , , , , , , , , , 537.2, 537.3, , , , , , , , , 552.1, , , , 552.8, 552.9, 560.0, 560.1, 560.2, , , , , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 50.59

16 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 16 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Carotid Surgery Principal Procedure: 00.61, 00.63, 38.12, Diagnoses (Primary or Secondary): 430, 431, 432.1, 432.9, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 36.10, 36.11, 36.12, 36.13, 36.14, 36.15, 36.16, 36.17, 36.19, 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 38.08, 38.16, 38.18, 38.36, 39.24, 39.25, 39.29, 39.59, Cholecystectomy Principal Procedure: 51.21, 51.22, 51.23, Diagnoses (Primary or Secondary): 156.0, 197.7, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Chronic Obstructive Pulmonary Disease (COPD) Principal Diagnosis: 91.1, , , , 491.8, 491.9, 492.0, 492.8, , , , 494.0, 494.1, 496 Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 480.3, 480.8, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 33.51, 33.52, 37.51, 37.52, 37.53, 37.54, 37.62, Coronary Bypass Surgery Principal Procedure: 36.10, 36.11, 36.12, 36.13, 36.14, 36.15, 36.16, Diagnoses (Primary or Secondary): , , , , , , 441.2, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 35.10, 35.11, 35.12, 35.13, 35.14, 35.20, 35.21, 35.22, 35.23, 35.24, 35.25, 35.26, 35.27, 35.28, 35.33, 35.55, 35.96, 35.97, 36.31, 36.32, 36.33, 36.34, 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 38.12, 38.34, 38.44, 38.64, Coronary Interventional Procedures Principal Procedure: 00.66, 36.06, 36.07, Principal Procedure (only when occurs with 00.66,36.06,36.07,36.09): Diagnoses (Primary or Secondary): , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 35.10, 35.11, 35.12, 35.13, 35.14, 35.20, 35.21, 35.22, 35.23, 35.24, 35.25, 35.26, 35.27, 35.28, 36.10, 36.11, 36.12, 36.13, 36.14, 36.15, 36.16, 36.19, 37.51, 37.52, 37.53, 37.54, 37.62, 37.63

17 Diabetic Acidosis and Coma Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 17 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Principal Diagnosis: , , , , , , , , , , , , , , , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Gastrointestinal Bleed Principal Diagnosis: 456.0, , , , 530.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 569.3, , , , 578.0, 578.1, Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Gastrointestinal Surgeries and Procedures Heart Attack Principal Procedure: 43.5, 43.6, 43.7, 43.81, 43.89, 43.91, 43.99, 44.00, 44.01, 44.02, 44.03, 44.40, 44.41, 44.42, 44.63, 44.64, 44.65, 44.66, 44.69, 45.61, 45.62, 45.63, 45.71, 45.72, 45.73, 45.74, 45.75, 45.76, 45.79, 45.8, 45.82, 45.83, 45.90, 45.91, 45.92, 45.93, 45.94, Diagnoses (Primary or Secondary): 151.0, 151.1, 151.2, 151.3, 151.4, 151.5, 151.6, 151.8, 151.9, 152.0, 152.1, 152.2, 152.3, 152.8, 152.9, 153.0, 153.1, 153.2, 153.3, 153.4, 153.5, 153.6, 153.7, 153.8, 153.9, 154.0, 154.1, 154.2, 154.3, 154.8, 155.0, 155.1, 155.2, 156.0, 156.1, 156.2, 156.8, 156.9, 157.0, 157.1, 157.2, 157.3, 157.4, 157.8, 157.9, 158.0, 158.8, 158.9, 159.0, 159.1, 159.8, 159.9, 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Principal Diagnosis: , , , , , , , , , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, 37.63

18 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 18 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Heart Failure Principal Diagnosis: , , , , , , , , , , 428.0, 428.1, , , , , , , , , , , , , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 39.95, Hip Fracture Treatment Neurosurgery Principal Diagnosis: , , , , , , , Diagnoses (Primary or Secondary): , , , , , , , , , , , , , , , , , , , , , 820.9, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V66.7 Principal Diagnosis: Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 78.65, 78.66, 78.67, 80.05, 80.06, 81.54, Procedures (Secondary only): 81.51, Principal Procedure: 01.12, 01.14, 01.23, 01.24, 01.25, 01.28, 01.31, 01.39, 01.51, 01.59, 02.02, 02.03, 02.05, 02.06, 02.07, 02.12, 02.2, 02.31, 02.32, 02.33, 02.34, 02.39, 02.42, 02.43, 02.93, 04.01, 04.41, 38.11, Principal Procedure (only when occurs when the primary diagnosis is one of the following 430, 431, 432.0, 432.1, , , ,433.31, , , , , , , , , 437.3): 00.62, 39.51, 39.52, 39.53, 39.72, 39.74, 39.75, 39.76, Diagnoses (Primary or Secondary): , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 802.0, 802.1, , , , , , , , , , , , , , , , , , , , , 802.4, 802.5, 802.6, 802.7, 802.8, 802.9, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

19 Pancreatitis Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 19 Appendix B. Patient Cohorts and Related ICD-9-CM Codes , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 850.0, 850.1, , , 850.2, 850.3, 850.4, 850.5, 850.9, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 950.0, 950.1, 950.2, 950.3, 950.9, 951.0, 951.1, 951.2, 951.3, 951.4, 951.5, 951.6, 951.7, 951.8, 951.9, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V66.7 Procedures (Primary or Secondary): Principal Diagnosis: 577.0, Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V46.11, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Peripheral Vascular Bypass Principal Diagnosis: , , , , , , , , , , , , , , , , , , , , 442.2, 442.3, , 443.9, , , , 447.1, , 682.6, 682.7, 686.8, , , , , , , 707.8, , , , , , , , 785.4, , Principal Procedure: Diagnoses (Primary or Secondary): , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Principal Diagnosis: , Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 39.25, 39.49

20 Hospital Report Cards Mortality and Complication Outcomes 2012 Methodology - 20 Appendix B. Patient Cohorts and Related ICD-9-CM Codes Pneumonia Principal Diagnosis: 481, 482.0, 482.1, 482.2, , , , , , , , , , , , , , 482.9, 483.0, 483.1, 483.8, 485, 486, Prostatectomy Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 480.3, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Principal Procedure: 60.21, 60.29, 60.3, 60.4, 60.5, 60.61, 60.62, Diagnoses (Primary or Secondary): , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Pulmonary Embolism Principal Diagnosis: , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V66.7 Procedures (Primary or Secondary): 37.51, 37.52, 37.53, 37.54, 37.62, Resection / Replacement of Abdominal Aorta Principal Procedure: 38.34, 38.44, Diagnoses (Primary or Secondary): , , , , 441.1, 441.2, 441.6, 441.7, 441.9, , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9 Procedures (Primary or Secondary): 00.61, 35.10, 35.11, 35.12, 35.13, 35.14, 35.20, 35.21, 35.22, 35.23, 35.24, 35.25, 35.26, 35.27, 35.28, 36.10, 36.11, 36.12, 36.13, 36.14, 36.15, 36.16, 36.17, 36.19, 37.51, 37.52, 37.53, 37.54, 37.62, 37.63, 38.08, 38.16, 38.18, 38.36, 38.45, 38.64, Procedures (Secondary only): 38.34, Respiratory Failure Principal Diagnosis: , Diagnoses (Primary or Secondary): 196.0, 196.1, 196.2, 196.3, 196.5, 196.6, 196.8, 196.9, 197.0, 197.1, 197.2, 197.3, 197.4, 197.5, 197.6, 197.7, 197.8, 198.0, 198.1, 198.2, 198.3, 198.4, 198.5, 198.6, 198.7, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , V42.0, V42.1, V42.4, V42.6, V42.7, V42.81, V42.82, V42.83, V42.84, V42.89, V42.9, V43.21, V66.7 Procedures (Primary or Secondary): 33.51, 37.51, 37.52, 37.53, 37.54, 50.51