Arthritis of the knee is common, particularly among. Revision Rates Following Staged and Simultaneous Bilateral Knee Replacement

Similar documents
Level of Evidence: Prognostic Level II. See Instructions to Authors for a complete description of levels of evidence.

had non-continuous enrolment in Medicare Part A or Part B during the year following initial admission;

Ankle fractures are one of

ARTICLE IN PRESS. All-Patient Refined Diagnosis- Related Groups in Primary Arthroplasty

Research Report. Key Words: Functional status; Orthopedics, general; Treatment outcomes. Neva J Kirk-Sanchez. Kathryn E Roach

The Pennsylvania State University. The Graduate School. College of Medicine. The Department of Public Health Sciences

An Analysis of Medicare Payment Policy for Total Joint Arthroplasty

The Pennsylvania State University. The Graduate School. Department of Public Health Sciences

In each hospital-year, we calculated a 30-day unplanned. readmission rate among patients who survived at least 30 days

Appropriate Statistical Methods to Account for Similarities in Binary Outcomes Between Fellow Eyes

Using claims data to investigate RT use at the end of life. B. Ashleigh Guadagnolo, MD, MPH Associate Professor M.D. Anderson Cancer Center

ORIGINAL ARTICLES SECTION II. Prevalence and Risk Factors for Symptomatic Thromboembolic Events after Shoulder Arthroplasty

Periprosthetic joint infection: are patients with multiple prosthetic joints at risk?

Chapter 2: Identification and Care of Patients With CKD

NQF-ENDORSED VOLUNTARY CONSENSUS STANDARD FOR HOSPITAL CARE. Measure Information Form Collected For: CMS Outcome Measures (Claims Based)

The Influence of Patient Activation, Pain Self-Efficacy, and Resilience on Patient-Reported Pain and Function in Patients with Hip and Knee Arthritis

Chapter 3: Morbidity and Mortality in Patients with CKD

Sickness absence after inguinal herniorrhaphy

Chapter 2: Identification and Care of Patients with CKD

The University of Mississippi School of Pharmacy

Does the SF-36 Mental Health Composite Score Predict Functional Outcome after Surgery in Patients with End Stage Ankle Arthritis?

National Bowel Cancer Audit Supplementary Report 2011

The effect of surgeon volume on procedure selection in non-small cell lung cancer surgeries. Dr. Christian Finley MD MPH FRCSC McMaster University

No Association between Calcium Channel Blocker Use and Confirmed Bleeding Peptic Ulcer Disease

Optimizing Patient Outcomes Following Orthopedic Surgery: The Role of Albumin and the Case For Fast- Track

Operative Treatment of Acetabular Fractures in the Medicare Population

Malnutrition: An independent Risk Factor for Postoperative Complications

Hip and Knee Osteoarthritis in Patients with Non-Insulin Dependent Diabetes Mellitus

Chapter 2: Identification and Care of Patients With CKD

Osteoarthritis and Cartilage (1995) 3, Osteoarthritis Research Society /95/ $08.00/0

Concerns of Patients Actively Contemplating Total Knee Replacement: Differences by Race and Gender

Effectiveness of passive and active knee joint mobilisation following total knee arthroplasty: Continuous passive motion vs. sling exercise training.

Association of a Modified Frailty Index with Postoperative Outcomes after Ankle Fractures in Patients Aged 55 and Older

HOW TO DEVELOP A RESEARCH PROTOCOL

Predictors of cardiac allograft vasculopathy in pediatric heart transplant recipients

PubH 7405: REGRESSION ANALYSIS. Propensity Score

Cover Page. The handle holds various files of this Leiden University dissertation

Approximately 20,000 influenza-associated deaths occurred

Impact of Early Discharge After Coronary Artery Bypass Graft Surgery on Rates of Hospital Readmission and Death

Predictors of Post-injury Mortality in Elderly Patients with Trauma: A Master's Thesis

BIOSTATISTICAL METHODS

NQF-ENDORSED VOLUNTARY CONSENSUS STANDARDS FOR HOSPITAL CARE. Measure Information Form Collected For: CMS Outcome Measures (Claims Based)

ACE Briefing paper hip & knee replacement - Appendix

Rates and patterns of participation in cardiac rehabilitation in Victoria

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

Supplementary Online Content

Chapter 5: Acute Kidney Injury

Demographic Trends and Complication Rates in Arthroscopic Elbow Surgery

Risk of Fractures Following Cataract Surgery in Medicare Beneficiaries

Thirty-Day Morbidity and Mortality after Simultaneous Bilateral Total Knee Arthroplasty

NATIONAL QUALITY FORUM

Gender Differences in End-Stage Ankle Arthritis

Unplanned 30-Day Readmissions in Orthopaedic Trauma

Tennessee Department of Health in collaboration with Tennessee State University and University of Tennessee Health Science Center

Status of the CKD and ESRD treatment: Growth, Care, Disparities

The factors which affect the cartilage thickness of ankle joint

Decision Making and Outcomes of a Hospice Patient Hospitalized With a Hip Fracture

Supplementary Online Content

Exploring the Relationship Between Substance Abuse and Dependence Disorders and Discharge Status: Results and Implications

Baldness and Coronary Heart Disease Rates in Men from the Framingham Study

Differential burden of musculoskeletal pain in African Americans and whites patients at the time of total joint replacement surgery

WORKSHOP. Organizers: Oran D. Kennedy, PhD Tamara Alliston, PhD

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

Biological Correlates of Frailty in Older Heart Failure Patients

ABSTRACT. KEY WORDS antibiotics; prophylaxis; hysterectomy

Attendance rates and outcomes of cardiac rehabilitation in Victoria, 1998

A National Comparison of Total Ankle Replacement Versus Arthrodesis. Is There a Paradigm Shift?

Substance Use Among Potential Kidney Transplant Candidates and its Impact on Access to Kidney Transplantation: A Canadian Cohort Study

METHODS RESULTS. Supported by funding from Ortho-McNeil Janssen Scientific Affairs, LLC

Gender and Ethnic Differences in Rehabilitation Outcomes After Hip-Replacement Surgery

Rehospitalization for Stroke among Elderly TIA Patients

Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA, 2. College of Medicine, Iowa City, I

SAFETY OF BILATERAL SINGLE STAGE TOTAL KNEE REPLACEMENT UNDER ONE ANAESTHESIA IN TERMS OF PERIOPERATIVE COMPLICATIONS

Supplementary Online Content

Risk Adjustment 2/20/2012. Measuring Covariates. Basic elements of a Quasi-Experimental CE study

Unplanned Hospitalizations and Readmissions among Elderly Patients with GI Cancer

Computer aided analysis of total knee replacement

Obstructive Sleep Apnea as a Risk Factor After Shoulder Arthroplasty

CLINICAL REGISTRIES Use and Emerging Best Practices

Orthopedic Surgery in Pennsylvania

Postoperative Surgical Site Infection after Incisional Hernia Repair: Link to Previous Surgical Site Infection? Zulfiqar Ali, AG Rehan

Total Hip Arthroplasty Performed Using Conventional and Computer-Assisted, Tissue- Preserving Techniques 6

Disclosures. Evidence Based Medicine. Infections in SLE and LN Patients. Aim

HEALTH CARE EXPENDITURES ASSOCIATED WITH PERSISTENT EMERGENCY DEPARTMENT USE: A MULTI-STATE ANALYSIS OF MEDICAID BENEFICIARIES

Functional and radiological outcome of total knee replacement in varus deformity of the knee

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

Total Joint Arthroplasty

Antidepressant Use and Depressive Symptoms in Intensive Care Unit Survivors

OTA s Estimate of Average In-Hospital Mortality

Supplementary Methods

Study population The study population comprised patients presenting with bilateral ACL deficiency.

Transfusion & Mortality. Philippe Van der Linden MD, PhD

Chapter 5: Acute Kidney Injury

Impact of Screening Colonoscopy on Outcomes in Colon Cancer Surgery


Survey of Postoperative Satisfaction and Pain Following Femoral Nerve Block and On-Q Pain Pump Catheter in Total Knee Replacement.

Audit of Blood Use in Orthopaedic Surgery. Comparative Report

Risk Factors for Readmission and Revision Surgery Following Rotator Cuff Repair

ARIC Manuscript Proposal # PC Reviewed: 2/10/09 Status: A Priority: 2 SC Reviewed: Status: Priority:

)151( COPYRIGHT 2014 BY THE ARCHIVES OF BONE AND JOINT SURGERY RESEARCH ARTICLE

Transcription:

Revision Rates Following Staged and Simultaneous Bilateral Knee Replacement Barry P. Katz, PhD, Xiao-Hua Zhou, PhD, Sujuan Gao, PhD, David A. Heck, MD, and Deborah A. Freund, PhD Objective: To compare rates of revision knee replacement (KR) surgery for patients who had 2 knees replaced simultaneously with rates for those who had staged surgery. Design: Retrospective database study covering the period January 1985 through December 1990. Participants: 11,771 Medicare recipients in the United States. Main outcome measure: Rates of revision following primary bilateral KR surgery. Results: Revision rates were lower for patients who underwent simultaneous surgery relative to patients who underwent staged surgery. After adjusting for risk factors previously determined to affect likelihood of revision, patients who underwent simultaneous KR had an approximately 20% lower risk of subsequent revision surgery compared with patients who had staged surgery (risk ratio, 0.79; 95% confidence interval, 0.64 0.98). Conclusion: The lower revision rates associated with simultaneous bilateral KR is a factor that physicians and patients can consider when making treatment decisions for bilateral disease. Arthritis of the knee is common, particularly among the elderly [1]. Bilateral knee arthritis is associated with obesity, and the proportion of subjects with knee osteoarthritis who have bilateral disease increases with age [2]. Total knee replacement (KR) surgery, either unilateral or bilateral, is frequently used to alleviate pain and improve function in patients with severe knee arthritis [3 5]. A major concern associated with KR is the likelihood of subsequent major revision of the primary knee arthroplasty. According to a 1994 meta-analysis of the medical literature, the rate of revision after tricompartmental KR is approximately 1.1% per year [6]. Based on data from more than 200,000 Medicare patients who underwent KR surgery, we found revision rates were between 0.2% and 1.2% at 1 year and between 1.0% and 4.2% at 4 years [7]. Higher rates of revision surgery at 2 years were associated with younger age, male gender, more comorbidities, longer length of stay, surgical complications, and surgery in an urban hospital for the primary KR. Lower rates were seen for those with rheumatoid arthritis as opposed to osteoarthritis or traumatic or unspecified arthritis. For patients with severe arthritis in both knees, the advantages and disadvantages of simultaneous bilateral surgery (ie, both knees replaced in a single procedure) versus bilateral surgery performed in 2 staged procedures have not been investigated fully. Among Medicare patients, simultaneous KR has been shown to have lower surgical complication rates, shorter total hospital stay, and less total cost than staged procedures [8]. However, patients treated with simultaneous KR have twice the average number of days in intensive care than those who undergo staged procedures. These same patients have higher mortality rates through 1 year, but mortality rates become equivalent thereafter. In this study, we examined data for 11,771 Medicare recipients who underwent bilateral KR between 1985 and 1988 to compare rates of revision for those who underwent simultaneous KR with rates for those who underwent staged KR. Methods Data Set Data were extracted from the Health Care Financing Administration (HCFA) Medicare Provider Analysis and Review (MEDPAR) files, which contain all Medicarereimbursed hospitalizations. Inpatient (Part A) data from 1985 through 1990 were compiled and subsetted for hospitalizations during which a KR procedure was performed. Exclusion criteria were applied to the data set to eliminate patients enrolled in health maintenance organizations (HMOs) and those residing abroad (because both groups would be expected to have incomplete data), patients who qualified for Medicare for reasons other than age, and patients with data Barry P. Katz, PhD, Professor of Medicine, Division of Biostatistics, Department of Medicine, Indiana University School of Medicine; Indianapolis, IN; Xiao-Hua Zhou, PhD, Associate Professor of Medicine, Division of Biostatistics, Department of Medicine, Indiana University School of Medicine; Sujuan Gao, PhD, Assistant Professor of Medicine, Division of Biostatistics, Department of Medicine, Indiana University School of Medicine; David A. Heck, MD, Professor, Department of Orthopaedic Surgery, Indiana University School of Medicine; Deborah A. Freund, PhD, Vice Chancellor and Provost, Professor of Public Administration, Department of Academic Affairs, Syracuse University, Syracuse, NY. 30 JCOM September 1999 Vol. 6, No. 8

ORIGINAL RESEARCH that indicated that a KR was unlikely to have been performed. The latter category included patients who had diagnoses suggesting that the KR procedure was miscoded, were discharged home and had an inpatient stay less than 3 days or had costs totaling less than $5000 (in 1989 dollars), and any case in which the procedure was performed in a psychiatric, rehabilitation, or drug treatment facility. Additional details of these exclusion criteria have been published previously [4]. All patients who had bilateral surgery were included in the calculation of cumulative mortality rates; information on deaths was obtained from the Medicare files. Identifying Revision KR Since October 1989, separate ICD-9-CM codes have been used for primary (81.54) and revision (81.55) KR; prior to this date, coding for KR did not distinguish between primary and revision surgeries. In order to identify revision surgeries performed prior to October 1989, we developed an algorithm using post October 1989 data. To determine its validity, the algorithm was tested using data from the 15-month period of October 1989 through December 1990. Our method yielded a sensitivity of 87.2% and a specificity of 99.0% [7]. Linking Revision with Primary KR Because ICD-9-CM coding does not indicate laterality (left versus right) for KR surgeries, a second issue that needed to be addressed was how to link each revision with a specific primary KR. We enumerated all primary/revision patterns in the data set and then linked all possible primary/revision pairs. We defined 2 algorithms to link revisions with primary procedures: 1 algorithm resulted in a data set representing the shortest time to revision (ST) and the other produced a data set representing the longest time to revision (LT). Details of this linking procedure have also been published previously [7]. Revision rates based on the ST data set agreed more closely with the revision rate produced by a metaanalysis of published studies [6]. Parallel analyses were performed on both data sets to assess the sensitivity of our results to the linking algorithm. Statistical Analysis The analysis for this paper was performed on patients who had a second primary KR within 3.5 months of the first primary KR and for whom there were at least 2 years of followup beyond the second primary KR. Therefore, patients whose second primary KR occurred after 1 January 1989 were excluded, as were those who died within 2 years of the second primary KR. All revisions performed through December 1990 were included as endpoints. The final data set included 11,771 patients (23,542 primary KR surgeries). Revision rates were calculated separately for staged and simultaneous procedures using product-limit survival curves. To model the time to revision of bilateral primary KR surgery, we used 7 factors significantly associated with the probability of a revision in our previous analysis of all primary KR surgeries [7]: age, gender, type of arthritis (osteoarthritis, rheumatoid arthritis, post-traumatic arthritis, or other), number of clinical diagnoses (as a measure of comorbidity), surgical complications, length of hospital stay, and urban versus rural hospital location. In addition, each surgery was coded as to whether it took place on the same day as the surgery for the contralateral knee. Surgical complications were identified using Patient Management Categories software (Pittsburgh Research Institute, Pittsburgh, PA) and included wound dehiscence, postoperative wound infection, postoperative hemorrhage, and mechanical complications of orthopedic devices. The number of diagnoses was included because we have found that this measure performs better than other measures of comorbidity and severity for outcomes as diverse as mortality and health care utilization [9]. Since each patient contributed 2 primary KR surgeries to the data set, the surgeries for each patient were not independent. Therefore, usual methods for analyzing time-to-event (survival) data, such as the Cox proportional hazards model [10], were not appropriate. Instead, we used a modification of the Cox regression model that accounts for the correlation structure of the data [11]. The method is analogous to the generalized estimating equations used in the analysis of longitudinal data [12] and was shown to perform well in a recent simulation study [13]. We developed a full model using all 7 previously identified characteristics plus the indicator variable differentiating simultaneous and staged procedures. This allowed us to compare the effect of simultaneous versus staged bilateral surgery after adjustment for all of the factors that were previously associated with the probability of revision. The current study is based on a relatively small subset of the data used in the previous study; the 7 preselected factors are more generalizable to all KR procedures than factors that might be obtained from the smaller data set. In addition, the factors do not suffer from bias due to overfitting in the current data set. Therefore, the full models will provide the fairest comparison of revision rates between staged and simultaneous bilateral KR. Results Of the 11,771 patients included for analysis, simultaneous surgeries were performed for 5211 (44.3%). Women accounted for about 61% of the patients in each group (Table 1). The overall racial distribution of the patients was 91.4% white, 4.5% African American, and 4.1% other or unknown. Average age was 73 years, and average stay for each hospitalization was 14.5 days in both groups. As expected, the vast majority (86.9%) of patients who underwent bilateral KR had osteoarthritis, although the proportion of patients with Vol. 6, No. 8 JCOM September 1999 31

Table 1. Demographics and Clinical Characteristics of the Study Population Simultaneous Staged Surgery Surgery (n = 5211) (n = 6560) Mean age, yr (SD) 73.4 (5.7) 73.3 (5.6) Female, % 60.8 61.5 Race, % White 92.0 91.0 African American 4.0 5.0 Other or unknown 4.0 4.0 Arthritis type, % Rheumatoid 7.9 11.5 Traumatic 0.1 0.1 Osteoarthritis 89.6 85.0 Other or unspecified 2.4 3.4 Mean length of stay, days (SD) 14.7 (7.1) 14.3 (8.2)* 28.8 (16.0) Surgical complications, % 2.6 3.3 *Length of stay for each hospitalization. Total length of stay for both hospitalizations. Complications include wound dehiscence, postoperative wound infection, postoperative hemorrhage, and mechanical complications of orthopedic devices. Surgical complication for either of the 2 staged procedures. Table 2. Estimated Cumulative Knee Replacement Revision Rates Simultaneous Staged Surgery, % Surgery, % Time to Revision ST LT ST LT 6 months 0.14 0.14 0.19 0.16 1 year 0.38 0.35 0.57 0.50 2 years 0.80 0.73 1.13 0.99 3 years 1.20 1.08 1.71 1.49 4 years 1.92 1.73 2.42 2.06 5 years 2.57 2.29 3.27 2.88 LT = longest time to revision; ST = shortest time to revision. rheumatoid arthritis was higher among those with staged surgeries. Surgical complications occurred in only 2.4% of the procedures. There were no major demographic differences between patients who underwent either staged or simultaneous bilateral procedures. Since those who underwent staged procedures had 2 hospital admissions, their total length of stay was almost twice that of those who underwent both primary KR procedures on the same day. Surgical complication rates were slightly lower among the simultaneous KR patients as has been noted elsewhere [8]. These complications included wound dehiscence, postoperative wound infection, postoperative hemorrhage, and mechanical complications of orthopedic devices. Cumulative mortality rates were approximately 0.5% higher for the simultaneous surgery group compared with the staged surgery group at 1 month (0.99% versus 0.38%) and 6 months (1.93% versus 1.39%). This difference was reduced by half at 1 year (simultaneous, 2.79%; staged, 2.42%), and the rates were nearly the same by 2 years (simultaneous, 3.75%; staged, 3.65%). The rate of revision surgery among Medicare patients with bilateral KR in the United States is low. Cumulative revision rates are presented for both the ST and LT data sets for simultaneous and staged surgeries (Table 2). The revision rate is consistently lower over time for those patients who had both knees replaced on the same day for both data sets. Specifically, for the ST data set, at 1 year the revision rate is 33% less for simultaneous surgery, although the rates are low (less than 1%) for both groups. At 2 and 3 years, the relative difference is still about 30%, with the absolute revision rate of staged surgery still below 2%. By 5 years, the relative difference is 21%, while the absolute revision rates differ by 0.7% (2.57% versus 3.27%). Modeling Results The risk ratios (RR) obtained from the final models and 95% confidence intervals (CIs) based on the standard errors that account for the within-person correlation are presented in Table 3. Of the 7 characteristics and simultaneous surgery included in the proportional hazards model, only age, the presence of rheumatoid arthritis, and whether the surgery occurred on the same day were statistically significant (P < 0.05). The above results are consistent for both the ST and LT data sets. Increasing age is associated with a longer time to revision, with each year reducing the risk of revision by 5% (ST RR and LT RR = 0.95 [95% CI, 0.93 to 0.97]). Patients with rheumatoid arthritis had a longer time to revision than those with osteoarthritis, and their risk of revision was about 60% less (ST RR = 0.37, LT RR = 0.40). The direction of these relationships agrees with our previous results [7]. Simultaneous bilateral surgery was associated with a longer time to revision. For both data sets, the risk of revision was reduced by more than 20% relative to those undergoing a staged procedure (ST RR = 0.78, P = 0.023; LT RR = 0.79, P = 0.029). The reduced risk of revision associated with 32 JCOM September 1999 Vol. 6, No. 8

ORIGINAL RESEARCH Table 3. Risk Ratios from Cox Regression Models Shortest Time Longest Time to Revision to Revision Risk Ratio Risk Ratio Variable (95% CI) (95% CI) Age* 0.95 (0.93 0.97) 0.95 (0.93 0.97) Female gender 0.86 (0.71 1.04) 0.83 (0.68 1.01) Rheumatoid arthritis* 0.39 (0.25 0.61) 0.41 (0.26 0.65) Other arthritis 1.41 (0.91 2.19) 1.26 (0.77 2.05) Number of diagnoses 0.99 (0.93 1.06) 1.01 (0.94 1.08) Length of stay 1.00 (0.98 1.01) 1.01 (0.99 1.02) Urban hospital 1.13 (0.93 1.37) 1.06 (0.87 1.30) Surgical complication 1.60 (0.96 2.68) 1.33 (0.75 2.33) Simultaneous surgery* 0.78 (0.64 0.95) 0.79 (0.64 0.98) *P < 0.05. simultaneous bilateral KR is independent of age, gender, comorbidity, length of stay, hospital location, and surgical complications. Discussion Patients with bilateral knee arthritis who undergo simultaneous bilateral KR are similar to those who undergo staged surgery in terms of age, race, and gender. Rheumatoid arthritis is the underlying disease somewhat more often among those who have staged procedures. Estimated revision rates for those with bilateral KR (either simultaneous or staged) are very low: only about 1% at 2 years. The major finding of the current study is that those patients who had simultaneous bilateral KR had consistently lower revision rates than those who underwent staged procedures. A previous study of a much smaller number of patients who underwent surgery at the Mayo Clinic found no statistically significant differences in revision rates for those with unilateral KR, simultaneous bilateral KR, or staged bilateral KR [14]. Many studies have also reported no differences in complications, a key predictor of revision surgery, between simultaneous and staged bilateral KR [14 18]. Our previous study using Medicare data found a decrease in surgical complications and wound infections among those who underwent simultaneous bilateral KR [8]. These results should be more generalizable than smaller studies performed at a single center. Several factors may contribute to the lower rate of subsequent revision in patients who underwent simultaneous bilateral KR for bilateral knee arthritis. There may be a technology bias; those surgeons and institutions that perform simultaneous bilateral surgery may have incorporated more advanced surgical techniques that provide better durability in this patient group. Biomechanically, patients with bilateral knee arthritis may load their lower extremities more evenly following simultaneous bilateral KR, while patients who have had a staged procedure may overload the single replaced knee for a period of time. Unfortunately, no data are presently available to assess these or other possible explanations for our findings. Early mortality was 0.5% higher among those with simultaneous surgery through 6 months but was approximately the same at 2 years [8]. Thus, it is unlikely that the lower revision rate observed for simultaneous surgery for those with at least 2 years of follow-up was the result of selective mortality. For this bias to occur over the long term, early deaths in the simultaneous surgery group would have to occur much more frequently among those at greatest risk for revision. Our results are based on administrative claims data, which have both inherent strengths and weaknesses. These data are rich in many important elements and represent the general population better than smaller databases; however, their weaknesses limit the types of studies for which they can be used [19]. Such weaknesses include limited clinical and comorbidity information, lack of data concerning socioeconomic status, inability to identify similar individuals who do not receive care, and inconsistent coding [20]. For example, in the present study, we were unable to identify and compare patients with bilateral arthritis who did not have a KR or had only a single KR with our 2 bilateral surgery groups. Identification and linking of primary and revision surgeries were based on an algorithm that likely resulted in some misclassification. However, with no a priori reason to suspect this to be more common in either group, this limitation will bias our findings toward the null. Thus, the difference between the 2 groups may be greater than our analysis results suggest. In addition, the data lack much detail at both the patient and provider level, so we were unable to account for surgeon effects and effects of technical, procedure-specific issues, such as prosthesis type, surgical techniques, and perioperative care. This is of particular concern in a nonrandomized study, since the 2 patient groups can be compared only to assess possible selection bias on demographic and basic clinical variables like those listed in Table 1. The level of detail required to compare and adjust for other more specific factors is usually available only in relatively small, institution- or provider-specific studies. However, the Medicare database covers a broad spectrum of patients, institutions, and environments; therefore, it is more generalizable to the entire practicing community than the existing literature. For a patient and his or her physician, these results are indicative of outcomes more likely to occur in standard medical practice outside a major teaching center or orthopedic hospital. Vol. 6, No. 8 JCOM September 1999 33

In summary, simultaneous bilateral KR procedures confer an approximately 20% lower risk of subsequent revision than staged bilateral KR. Such lower risk translates to a 0.25% to 0.3% absolute reduction in the cumulative revision rate at 2 years and a 0.5% to 0.7% absolute reduction by 5 years. Other studies have shown that simultaneous bilateral surgery also has a lower perioperative complication rate, lower total cost, and shorter total length of stay compared with staged bilateral knee procedures. However, simultaneous bilateral KR is also associated with higher early mortality (approximately 0.5%) through 6 months [8]. Patients and physicians need to balance a decrease in cost, revision, and complications with a slight increase in early mortality in deciding whether a patient with bilateral disease will have bilateral simultaneous or staged procedures or a unilateral procedure. References 1. Felson DT, Naimark A, Anderson J, Kazis L, Castelli W, Meenan RF. The prevalence of knee osteoarthritis in the elderly. The Framingham Osteoarthritis Study. Arthritis Rheum 1987;30:914 8. 2. Davis MA, Ettinger WH, Neuhaus JM, Cho SA, Hauck WW. The association of knee injury and obesity with unilateral and bilateral osteoarthritis of the knee. Am J Epidemiol 1989;130:278 88. 3. Heck DA. The epidemiology of major surgical treatments for knee arthritis in the United States. Orthopaedic Transactions 1993;16:753. 4. Katz BP, Freund DA, Heck DA, Dittus RS, Paul JE, Wright J, et al. Demographic variation in the rate of knee replacement: a multi-year analysis. Health Serv Res 1996;31:125 40. 5. Peterson MG, Hollenberg JP, Szatrowski TP, Johanson NA, Mancuso CA, Charlson ME. Geographic variations in the rates of elective total hip and knee arthroplasties among Medicare beneficiaries in the United States. J Bone Joint Surg Am 1992;74:1530 9. 6. Callahan CM, Drake BG, Heck DA, Dittus RS. Patient outcomes following tricompartmental total knee replacement. A meta-analysis. JAMA 1994;271:1349 57. 7. Heck DA, Melfi CA, Mamlin LA, Katz BP, Arthur DS, Dittus RS, Freund DA. Revision rates after knee replacement in the United States. Med Care 1998;36:661 9. 8. Ritter M, Mamlin LA, Melfi CA, Katz BP, Freund DA, Arthur DS. Outcome implications for the timing of bilateral total knee arthroplasties. Clin Orthop Related Res 1997;(345):99 105. 9. Melfi C, Holleman E, Arthur D, Katz B. Selecting a patient characteristics index for the prediction of medical outcomes using administrative claims data. J Clin Epidemiol 1995;48:917 26. 10. Cox DR. Regression models and life-tables (with discussion). J Royal Stat Soc 1972;34 Series B:187 220. 11. Lin DY. Cox regression analysis of multivariate failure time data: the marginal approach. Stat Med 1994;13:2233 47. 12. Zeger SL, Liang KY. Longitudinal data analysis for discrete and continuous outcomes. Biometrics 1986;42:121 30. 13. Gao S, Zhou XH. An empirical comparison of two semiparametric approaches for the estimation of covariate effects from multivariate failure time data. Stat Med 1997;16:2049 62. 14. Morrey BF, Adams RA, Ilstrup DM, Bryan RS. Complications and mortality associated with bilateral or unilateral total knee arthroplasty. J Bone Joint Surg [Am] 1987;69:484 8. 15. Brotherton SL, Roberson JR, de Andrade JR, Fleming LL. Staged versus simultaneous bilateral total knee replacement. J Arthroplasty 1986;1:221 8. 16. Ivory JP, Simpson AH, Toogood GJ, McLardy-Smith PD, Goodfellow JW. Bilateral knee replacements: simultaneous or staged? J R Coll Surg Edinb 1993;38:105 7. 17. Ritter MA, Meding JB. Bilateral simultaneous total knee arthroplasty. J Arthroplasty 1987;2:185 9. 18. Stanley D, Stockley I, Getty CJ. Simultaneous or staged bilateral total knee replacements in rheumatoid arthritis. A prospective study. J Bone Joint Surg [Br] 1990;72:772 4. 19. Mitchell JB, Bubolz T, Paul JE, Pashos CL, Escarse JJ, Muhlbaier LH, et al. Using Medicare claims data for outcomes research. Med Care 1994;32:JS38 JS51. 20. Freund D, Lave J, Clancy C, Hawker G, Hasselblad V, Keller R, et al. Patient Outcomes Research Teams: contribution to outcomes and effectiveness research. Ann Rev Public Health 1999;20:337 59. This research was funded by the U.S. Agency for Health Care Policy and Research (AHCPR), Grant Number 06432, awarded to Indiana University and subgrantees to establish a Patient Outcomes Research Team (PORT) to study total knee replacement surgery. The opinions expressed are those of the authors and do not necessarily reflect the official opinion of the AHCPR. Copyright 1999 by Turner White Communications Inc., Wayne, PA. All rights reserved. 34 JCOM September 1999 Vol. 6, No. 8