Skip to main content
Top
Published in: Clinical Orthopaedics and Related Research® 9/2017

01-09-2017 | Clinical Research

Do Surgeon Expectations Predict Clinically Important Improvements in WOMAC Scores After THA and TKA?

Authors: Hassan M. K. Ghomrawi, PhD, MPH, Carol A. Mancuso, MD, Allison Dunning, MS, Alejandro Gonzalez Della Valle, MD, Michael Alexiades, MD, Charles Cornell, MD, Thomas Sculco, MD, Matthias Bostrom, MD, David Mayman, MD, Robert G. Marx, MD, Geoffrey Westrich, MD, Michael O’Dell, MD, Alvin I. Mushlin, MD

Published in: Clinical Orthopaedics and Related Research® | Issue 9/2017

Login to get access

Abstract

Background

Failure of THA or TKA to meet a patient’s expectations may result in patient disappointment and litigation. However, there is little evidence to suggest that surgeons can consistently anticipate which patients will benefit from those interventions.

Questions/purposes

To determine the ability of surgeons to identify, in advance of surgery, patients who will benefit from THA or TKA and those who will not, where ‘benefit’ is defined as a clinically important improvement in a validated patient-reported outcomes score.

Methods

In this prospective study, eight high-volume orthopaedic surgeons completed validated THA and TKA expectations questionnaires (score 0–100, 100 being the highest expectation) as part of preoperative assessment of all their patients scheduled for a THA or TKA and enrolled in the Hospital for Special Surgery institutional registry. Enrolled patients completed the WOMAC preoperatively and at 2 years. Successful outcomes were defined as achieving the minimum clinically important difference (MCID) in WOMAC pain and function subscales. Sensitivity, specificity, and receiver operating characteristic (ROC) curves were used to evaluate the ability of surgeons’ expectation scores to identify patients likely to achieve the MCID on the WOMAC scale. Analyses were run separately for patients having THA and TKA. We enrolled 259 patients undergoing THA and 247 undergoing TKA, of whom 77% (n = 200) and 77% (n = 191) completed followup surveys 2 years after their procedures, respectively.

Results

Surgeons’ expectation scores effectively anticipated patients who would improve after THA, but they were no better than chance in identifying patients who would achieve the MCID on the WOMAC score 2 years after TKA. For patients having THA, the areas under the ROC curve were 0.67 (95% CI, 0.53–0.82; p = 0.02) and 0.74 (95% CI, 0.63–0.85; p < 0.01) for WOMAC function and pain outcomes, respectively, indicating good accuracy. Sensitivity and specificity were maximized on WOMAC pain and function scores (sensitivity = 0.69, specificity = 0.72, both for pain and function) at an expectations score of 83 or greater of 100. Surgeons’ expectations were more accurate for patients who were men, who had a BMI less than 30 kg/m2, who had more than one comorbidity, and who were older than 65 years. For patients having TKA, surgeons’ expectation scores were not better than chance for identifying those who would experience a clinically important improvement on the WOMAC scale (area under ROC curve: Function = 0.51, [95% CI, 0.42–0.61], p = 0.78; Pain = 0.51, [95% CI, 0.40–0.61], p = 0.92).

Conclusions

Most patients having THA and TKA achieved the MCID improvement after surgery. However, the inability of surgeons’ expectation scores to discriminate accurately between patients who benefit and those who do not among patients scheduled for THA who are young, with no comorbidities, and with elevated BMIs, and among all patients scheduled for TKA, calls for surgeons to spend more time with these patients to fully understand and address their needs and expectations. Using standardized assessment tools to compare surgeons’ expectations and those of their patients may help focus the surgeon-patient discussion further, and address patients’ expectations more effectively.

Level of Evidence

Level II, therapeutic study.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bartholomew DJ. Analysis of Multivariate Social Science Data. 2nd ed. Boca Raton, FL: CRC Press; 2008. Bartholomew DJ. Analysis of Multivariate Social Science Data. 2nd ed. Boca Raton, FL: CRC Press; 2008.
2.
go back to reference Behrend H, Giesinger K, Giesinger JM, Kuster MS. The “forgotten joint” as the ultimate goal in joint arthroplasty: validation of a new patient-reported outcome measure. J Arthroplasty. 2012;27:430-436.e1. Behrend H, Giesinger K, Giesinger JM, Kuster MS. The “forgotten joint” as the ultimate goal in joint arthroplasty: validation of a new patient-reported outcome measure. J Arthroplasty. 2012;27:430-436.e1.
3.
go back to reference Bellamy N. WOMAC Osteoarthritis Index: A User’s Guide. London, Ontario: University of Western Ontario; 1995. Bellamy N. WOMAC Osteoarthritis Index: A User’s Guide. London, Ontario: University of Western Ontario; 1995.
4.
go back to reference Chang RW, Pellisier JM, Hazen GB. A cost-effectiveness analysis of total hip arthroplasty for osteoarthritis of the hip. JAMA. 1996;275:858-865.CrossRefPubMed Chang RW, Pellisier JM, Hazen GB. A cost-effectiveness analysis of total hip arthroplasty for osteoarthritis of the hip. JAMA. 1996;275:858-865.CrossRefPubMed
5.
go back to reference Duivenvoorden T, Vissers MM, Verhaar JA, Busschbach JJ, Gosens T, Bloem RM, Bierma-Zeinstra SM, Reijman M. Anxiety and depressive symptoms before and after total hip and knee arthroplasty: a prospective multicentre study. Osteoarthritis Cartilage. 2013;21:1834-1840.CrossRefPubMed Duivenvoorden T, Vissers MM, Verhaar JA, Busschbach JJ, Gosens T, Bloem RM, Bierma-Zeinstra SM, Reijman M. Anxiety and depressive symptoms before and after total hip and knee arthroplasty: a prospective multicentre study. Osteoarthritis Cartilage. 2013;21:1834-1840.CrossRefPubMed
6.
go back to reference Dushey CH, Bornstein LJ, Alexiades MM, Westrich GH. Short-term coagulation complications following total knee arthroplasty: a comparison of patient-reported and surgeon-verified complication rates. J Arthroplasty. 2011;26:1338-1342.CrossRefPubMed Dushey CH, Bornstein LJ, Alexiades MM, Westrich GH. Short-term coagulation complications following total knee arthroplasty: a comparison of patient-reported and surgeon-verified complication rates. J Arthroplasty. 2011;26:1338-1342.CrossRefPubMed
7.
go back to reference Dy CJ, Gonzalez Della Valle A, York S, Rodriguez JA, Sculco TP, Ghomrawi HM. Variations in surgeons’ recovery expectations for patients undergoing total joint arthroplasty: a survey of the AAHKS membership. J Arthroplasty. 2013;28:401-405.CrossRefPubMed Dy CJ, Gonzalez Della Valle A, York S, Rodriguez JA, Sculco TP, Ghomrawi HM. Variations in surgeons’ recovery expectations for patients undergoing total joint arthroplasty: a survey of the AAHKS membership. J Arthroplasty. 2013;28:401-405.CrossRefPubMed
8.
go back to reference Escobar A, Garcia Perez L, Herrera-Espineira C, Aizpuru F, Sarasqueta C, Gonzalez Saenz de Tejada M, Quintana JM, Bilbao A. Total knee replacement; minimal clinically important differences and responders. Osteoarthritis Cartilage. 2013;21:2006-2012.CrossRefPubMed Escobar A, Garcia Perez L, Herrera-Espineira C, Aizpuru F, Sarasqueta C, Gonzalez Saenz de Tejada M, Quintana JM, Bilbao A. Total knee replacement; minimal clinically important differences and responders. Osteoarthritis Cartilage. 2013;21:2006-2012.CrossRefPubMed
9.
go back to reference Ethgen O, Bruyere O, Richy F, Dardennes C, Reginster JY. Health-related quality of life in total hip and total knee arthroplasty: a qualitative and systematic review of the literature. J Bone Joint Surg Am. 2004;86:963-974.CrossRefPubMed Ethgen O, Bruyere O, Richy F, Dardennes C, Reginster JY. Health-related quality of life in total hip and total knee arthroplasty: a qualitative and systematic review of the literature. J Bone Joint Surg Am. 2004;86:963-974.CrossRefPubMed
10.
go back to reference Ghomrawi HM, Franco Ferrando N, Mandl LA, Do H, Noor N, Gonzalez Della Valle A. How often are patient and surgeon recovery expectations for total joint arthroplasty aligned? Results of a pilot study. HSS J. 2011;7:229-234.CrossRefPubMedPubMedCentral Ghomrawi HM, Franco Ferrando N, Mandl LA, Do H, Noor N, Gonzalez Della Valle A. How often are patient and surgeon recovery expectations for total joint arthroplasty aligned? Results of a pilot study. HSS J. 2011;7:229-234.CrossRefPubMedPubMedCentral
11.
go back to reference Ghomrawi HM, Mancuso CA, Westrich GH, Marx RG, Mushlin AI; Expectations Discordance Study Group. Discordance in TKA expectations between patients and surgeons. Clin Orthop Relat Res. 2013;471:175-180.CrossRefPubMed Ghomrawi HM, Mancuso CA, Westrich GH, Marx RG, Mushlin AI; Expectations Discordance Study Group. Discordance in TKA expectations between patients and surgeons. Clin Orthop Relat Res. 2013;471:175-180.CrossRefPubMed
12.
go back to reference Hanley JA, Negassa A, Edwardes MD, Forrester JE. Statistical analysis of correlated data using generalized estimating equations: an orientation. Am J Epidemiol. 2003;157:364-375.CrossRefPubMed Hanley JA, Negassa A, Edwardes MD, Forrester JE. Statistical analysis of correlated data using generalized estimating equations: an orientation. Am J Epidemiol. 2003;157:364-375.CrossRefPubMed
13.
go back to reference Hosmer DW, Lemeshow S. Applied Logistic Regression. New York, NY: John Wiley; 1989. Hosmer DW, Lemeshow S. Applied Logistic Regression. New York, NY: John Wiley; 1989.
14.
go back to reference Insall JN, Dorr LD, Scott RD, Scott WN. Rationale of the Knee Society clinical rating system. Clin Orthop Relat Res. 1989;248:13-14. Insall JN, Dorr LD, Scott RD, Scott WN. Rationale of the Knee Society clinical rating system. Clin Orthop Relat Res. 1989;248:13-14.
15.
go back to reference Kasper S. Anxiety disorders: under-diagnosed and insufficiently treated. Int J Psychiatry Clin Pract. 2006;10(suppl 1):3-9.CrossRefPubMed Kasper S. Anxiety disorders: under-diagnosed and insufficiently treated. Int J Psychiatry Clin Pract. 2006;10(suppl 1):3-9.CrossRefPubMed
16.
go back to reference Kim HS, Shin JS, Lee J, Lee YJ, Kim MR, Bae YH, Park KB, Lee EJ, Kim JH, Ha IH. Association between knee osteoarthritis, cardiovascular risk factors, and the Framingham Risk Score in South Koreans: a cross-sectional study. PLoS One. 2016;11:e0165325.CrossRefPubMedPubMedCentral Kim HS, Shin JS, Lee J, Lee YJ, Kim MR, Bae YH, Park KB, Lee EJ, Kim JH, Ha IH. Association between knee osteoarthritis, cardiovascular risk factors, and the Framingham Risk Score in South Koreans: a cross-sectional study. PLoS One. 2016;11:e0165325.CrossRefPubMedPubMedCentral
17.
go back to reference Lyman S, Lee YY, Franklin PD, Li W, Cross MB, Padgett DE. Validation of the KOOS, JR: a short-form knee arthroplasty outcomes survey. Clin Orthop Relat Res. 2016;474:1461-1471.CrossRefPubMedPubMedCentral Lyman S, Lee YY, Franklin PD, Li W, Cross MB, Padgett DE. Validation of the KOOS, JR: a short-form knee arthroplasty outcomes survey. Clin Orthop Relat Res. 2016;474:1461-1471.CrossRefPubMedPubMedCentral
18.
go back to reference Lyman S, Lee YY, Franklin PD, Li W, Mayman DJ, Padgett DE. Validation of the HOOS, JR: a short-form hip replacement survey. Clin Orthop Relat Res. 2016;474:1472-1482.CrossRefPubMedPubMedCentral Lyman S, Lee YY, Franklin PD, Li W, Mayman DJ, Padgett DE. Validation of the HOOS, JR: a short-form hip replacement survey. Clin Orthop Relat Res. 2016;474:1472-1482.CrossRefPubMedPubMedCentral
19.
go back to reference Mahomed NN, Liang MH, Cook EF, Daltroy LH, Fortin PR, Fossel AH, Katz JN. The importance of patient expectations in predicting functional outcomes after total joint arthroplasty. J Rheumatol. 2002;29:1273-1279.PubMed Mahomed NN, Liang MH, Cook EF, Daltroy LH, Fortin PR, Fossel AH, Katz JN. The importance of patient expectations in predicting functional outcomes after total joint arthroplasty. J Rheumatol. 2002;29:1273-1279.PubMed
20.
go back to reference Mancuso CA, Graziano S, Briskie LM, Peterson MG, Pellicci PM, Salvati EA, Sculco TP. Randomized trials to modify patients’ preoperative expectations of hip and knee arthroplasties. Clin Orthop Relat Res. 2008;466:424-431.CrossRefPubMedPubMedCentral Mancuso CA, Graziano S, Briskie LM, Peterson MG, Pellicci PM, Salvati EA, Sculco TP. Randomized trials to modify patients’ preoperative expectations of hip and knee arthroplasties. Clin Orthop Relat Res. 2008;466:424-431.CrossRefPubMedPubMedCentral
21.
go back to reference Mancuso CA, Salvati EA, Johanson NA, Peterson MG, Charlson ME. Patients’ expectations and satisfaction with total hip arthroplasty. J Arthroplasty. 1997;12:387-396.CrossRefPubMed Mancuso CA, Salvati EA, Johanson NA, Peterson MG, Charlson ME. Patients’ expectations and satisfaction with total hip arthroplasty. J Arthroplasty. 1997;12:387-396.CrossRefPubMed
22.
go back to reference Mancuso CA, Sculco TP, Salvati EA. Patients with poor preoperative functional status have high expectations of total hip arthroplasty. J Arthroplasty. 2003;18:872-878.CrossRefPubMed Mancuso CA, Sculco TP, Salvati EA. Patients with poor preoperative functional status have high expectations of total hip arthroplasty. J Arthroplasty. 2003;18:872-878.CrossRefPubMed
23.
go back to reference Mancuso CA, Sculco TP, Wickiewicz TL, Jones EC, Robbins L, Warren RF, Williams-Russo P. Patients’ expectations of knee surgery. J Bone Joint Surg Am. 2001;83:1005-1012.CrossRefPubMed Mancuso CA, Sculco TP, Wickiewicz TL, Jones EC, Robbins L, Warren RF, Williams-Russo P. Patients’ expectations of knee surgery. J Bone Joint Surg Am. 2001;83:1005-1012.CrossRefPubMed
24.
go back to reference Matcham F, Norton S, Steer S, Hotopf M. Usefulness of the SF-36 Health Survey in screening for depressive and anxiety disorders in rheumatoid arthritis. BMC Musculoskelet Disord. 2016;17:224.CrossRefPubMedPubMedCentral Matcham F, Norton S, Steer S, Hotopf M. Usefulness of the SF-36 Health Survey in screening for depressive and anxiety disorders in rheumatoid arthritis. BMC Musculoskelet Disord. 2016;17:224.CrossRefPubMedPubMedCentral
25.
go back to reference Meijerink HJ, Brokelman RB, van Loon CJ, van Kampen A, de Waal Malefijt MC. Surgeon’s expectations do not predict the outcome of a total knee arthroplasty. Arch Orthop Trauma Surg. 2009;129:1361-1365.CrossRefPubMed Meijerink HJ, Brokelman RB, van Loon CJ, van Kampen A, de Waal Malefijt MC. Surgeon’s expectations do not predict the outcome of a total knee arthroplasty. Arch Orthop Trauma Surg. 2009;129:1361-1365.CrossRefPubMed
26.
go back to reference Nilsdotter AK, Lohmander LS, Klassbo M, Roos EM. Hip disability and osteoarthritis outcome score (HOOS): validity and responsiveness in total hip replacement. BMC Musculoskelet Disord. 2003;4:10.CrossRefPubMedPubMedCentral Nilsdotter AK, Lohmander LS, Klassbo M, Roos EM. Hip disability and osteoarthritis outcome score (HOOS): validity and responsiveness in total hip replacement. BMC Musculoskelet Disord. 2003;4:10.CrossRefPubMedPubMedCentral
27.
go back to reference Quintana JM, Aguirre U, Barrio I, Orive M, Garcia S, Escobar A. Outcomes after total hip replacement based on patients’ baseline status: what results can be expected? Arthritis Care Res (Hoboken). 2012;64:563-572.CrossRefPubMed Quintana JM, Aguirre U, Barrio I, Orive M, Garcia S, Escobar A. Outcomes after total hip replacement based on patients’ baseline status: what results can be expected? Arthritis Care Res (Hoboken). 2012;64:563-572.CrossRefPubMed
28.
go back to reference Roos EM, Roos HP, Lohmander LS, Ekdahl C, Beynnon BD. Knee Injury and Osteoarthritis Outcome Score (KOOS): development of a self-administered outcome measure. J Orthop Sports Phys Ther. 1998;28:88-96.CrossRefPubMed Roos EM, Roos HP, Lohmander LS, Ekdahl C, Beynnon BD. Knee Injury and Osteoarthritis Outcome Score (KOOS): development of a self-administered outcome measure. J Orthop Sports Phys Ther. 1998;28:88-96.CrossRefPubMed
29.
go back to reference Roos EM, Toksvig-Larsen S. Knee injury and Osteoarthritis Outcome Score (KOOS): validation and comparison to the WOMAC in total knee replacement. Health Qual Life Outcomes. 2003;1:17.CrossRefPubMedPubMedCentral Roos EM, Toksvig-Larsen S. Knee injury and Osteoarthritis Outcome Score (KOOS): validation and comparison to the WOMAC in total knee replacement. Health Qual Life Outcomes. 2003;1:17.CrossRefPubMedPubMedCentral
30.
go back to reference Sheehan DV. Depression: underdiagnosed, undertreated, underappreciated. Manag Care. 2004;13(6 suppl Depression):6-8. Sheehan DV. Depression: underdiagnosed, undertreated, underappreciated. Manag Care. 2004;13(6 suppl Depression):6-8.
31.
go back to reference Wang H, Bai J, He B, Hu X, Liu D. Osteoarthritis and the risk of cardiovascular disease: a meta-analysis of observational studies. Sci Rep. 2016;6:39672.CrossRefPubMedPubMedCentral Wang H, Bai J, He B, Hu X, Liu D. Osteoarthritis and the risk of cardiovascular disease: a meta-analysis of observational studies. Sci Rep. 2016;6:39672.CrossRefPubMedPubMedCentral
32.
go back to reference Ware JE Jr, Gandek B, Kosinski M, Aaronson NK, Apolone G, Brazier J, Bullinger M, Kaasa S, Leplege A, Prieto L, Sullivan M, Thunedborg K. The equivalence of SF-36 summary health scores estimated using standard and country-specific algorithms in 10 countries: results from the IQOLA Project. International Quality of Life Assessment. J Clin Epidemiol. 1998;51:1167-1170.CrossRefPubMed Ware JE Jr, Gandek B, Kosinski M, Aaronson NK, Apolone G, Brazier J, Bullinger M, Kaasa S, Leplege A, Prieto L, Sullivan M, Thunedborg K. The equivalence of SF-36 summary health scores estimated using standard and country-specific algorithms in 10 countries: results from the IQOLA Project. International Quality of Life Assessment. J Clin Epidemiol. 1998;51:1167-1170.CrossRefPubMed
33.
go back to reference Ware JE Jr, Kosinski M, Dewey JE, Gandek B. SF-36 Health Survey: Manual and Interpretation Guide. Lincoln, RI: Quality Metric Inc; 2000. Ware JE Jr, Kosinski M, Dewey JE, Gandek B. SF-36 Health Survey: Manual and Interpretation Guide. Lincoln, RI: Quality Metric Inc; 2000.
34.
go back to reference Ware JE Jr, Sherbourne CD. The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection. Med Care. 1992;30:473-483.CrossRefPubMed Ware JE Jr, Sherbourne CD. The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection. Med Care. 1992;30:473-483.CrossRefPubMed
35.
go back to reference Zweig MH, Campbell G. Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem. 1993;39:561-577.PubMed Zweig MH, Campbell G. Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem. 1993;39:561-577.PubMed
Metadata
Title
Do Surgeon Expectations Predict Clinically Important Improvements in WOMAC Scores After THA and TKA?
Authors
Hassan M. K. Ghomrawi, PhD, MPH
Carol A. Mancuso, MD
Allison Dunning, MS
Alejandro Gonzalez Della Valle, MD
Michael Alexiades, MD
Charles Cornell, MD
Thomas Sculco, MD
Matthias Bostrom, MD
David Mayman, MD
Robert G. Marx, MD
Geoffrey Westrich, MD
Michael O’Dell, MD
Alvin I. Mushlin, MD
Publication date
01-09-2017
Publisher
Springer US
Published in
Clinical Orthopaedics and Related Research® / Issue 9/2017
Print ISSN: 0009-921X
Electronic ISSN: 1528-1132
DOI
https://doi.org/10.1007/s11999-017-5331-8

Other articles of this Issue 9/2017

Clinical Orthopaedics and Related Research® 9/2017 Go to the issue