Subscribe to RSS
DOI: 10.1055/a-2756-0368
Social Deprivation as a Risk Factor for Manipulation Under Anesthesia Following Total Knee Arthroplasty
Authors
Abstract
Manipulation under anesthesia (MUA) is an undesirable outcome after total knee arthroplasty (TKA). Black patients have higher odds of MUA than White patients. Social deprivation is also linked to worse TKA outcomes. We examined the associations between an area- and person-level indicator of social deprivation and odds of MUA within 1 year after TKA. This retrospective cohort study included fee-for-service Medicare beneficiaries 65+ (Medicare Limited Data Set, 5% claims) undergoing unilateral inpatient or outpatient primary elective TKA in 2016 to 2020 with an accompanying diagnosis of knee osteoarthritis. Area-level social deprivation was assessed using the county-level Social Deprivation Index (SDI). Person-level social deprivation was operationalized as dual Medicare/Medicaid eligibility. We assessed the relationship between social deprivation and 1-year MUA in separate mixed effects generalized linear models with a binary distribution and logit link. We report adjusted odds ratios (OR) and 95% confidence intervals (CI). Our cohort included 34,749 TKA patients (median age: 73 [interquartile range (IQR): 69–77]; 63.4% women). Median SDI was 42 (IQR: 20–66); 4.7% were dual-eligible. There were 748 cases of MUA (2.2%). Median time to MUA was 63.5 days (IQR: 49–91). Odds of MUA receipt were significantly lower for the most deprived quintile compared with the second most deprived quintile (OR: 0.77; 95% CI: 0.60–0.98; p = 0.04), the middle quintile (OR: 0.76; 95% CI: 0.59–0.99; p = 0.04), and the second least deprived quintile (OR: 0.70; 95% CI: 0.55–0.91; p = 0.01). Dual eligibility wasn't significantly associated with receipt of MUA (OR: 0.74, 95% CI: 0.50–1.10, p = 0.13). There were no significant differences for the person-level indicator of deprivation. The most socially deprived quintile had lower odds of MUA receipt than patients in less socially deprived quintiles. While this could be viewed as a positive, alternatively, it may reflect a challenge with postoperative care access and should be further examined.
Note
This study was determined to be exempt from human subjects research by the Institutional Review Board at the Icahn School of Medicine at Mount Sinai (STUDY-20-01677).
Publication History
Received: 04 March 2025
Accepted: 25 November 2025
Accepted Manuscript online:
02 December 2025
Article published online:
12 December 2025
© 2025. Thieme. All rights reserved.
Thieme Medical Publishers, Inc.
333 Seventh Avenue, 18th Floor, New York, NY 10001, USA
-
References
- 1 Gunaratne R, Pratt DN, Banda J, Fick DP, Khan RJK, Robertson BW. Patient dissatisfaction following total knee arthroplasty: a systematic review of the literature. J Arthroplasty 2017; 32 (12) 3854-3860
- 2 Bong MR, Di Cesare PE. Stiffness after total knee arthroplasty. J Am Acad Orthop Surg 2004; 12 (03) 164-171
- 3 Bourne RB, Chesworth BM, Davis AM, Mahomed NN, Charron KDJ. Patient satisfaction after total knee arthroplasty: who is satisfied and who is not?. Clin Orthop Relat Res 2010; 468 (01) 57-63
- 4 Issa K, Rifai A, Boylan MR, Pourtaheri S, McInerney VK, Mont MA. Do various factors affect the frequency of manipulation under anesthesia after primary total knee arthroplasty?. Clin Orthop Relat Res 2015; 473 (01) 143-147
- 5 Knapp P, Weishuhn L, Pizzimenti N, Markel DC. Risk factors for manipulation under anaesthesia after total knee arthroplasty. Bone Joint J 2020; 102B (6_suppl_A): 66-72
- 6 Newman ET, Herschmiller TA, Attarian DE, Vail TP, Bolognesi MP, Wellman SS. Risk factors, outcomes, and timing of manipulation under anesthesia after total knee arthroplasty. J Arthroplasty 2018; 33 (01) 245-249
- 7 Pfefferle KJ, Shemory ST, Dilisio MF, Fening SD, Gradisar IM. Risk factors for manipulation after total knee arthroplasty: a pooled electronic health record database study. J Arthroplasty 2014; 29 (10) 2036-2038
- 8 Barbera JP, Raymond HE, Zubizarreta N. et al. Racial differences in manipulation under anesthesia rates following total knee arthroplasty. J Arthroplasty 2022; 37 (09) 1865-1869
- 9 Cheng AL, McDuffie JV, Schuelke MJ, Calfee RP, Prather H, Colditz GA. How should we measure social deprivation in orthopaedic patients?. Clin Orthop Relat Res 2022; 480 (02) 325-339
- 10 Dubin JA, Bains SS, Hameed D. et al. The utility of the area deprivation index in assessing complications after total joint arthroplasty. JBJS Open Access 2024; 9 (02) e23.00115
- 11 Dubin JA, Bains SS, Hameed D. et al. The utility of the social vulnerability index as a proxy for social disparities following total knee arthroplasty. J Arthroplasty 2024; 39 (8S1): S33-S38
- 12 Butler DC, Petterson S, Phillips RL, Bazemore AW. Measures of social deprivation that predict health care access and need within a rational area of primary care service delivery. Health Serv Res 2013; 48 (2 Pt 1): 539-559
- 13 Kind AJH, Buckingham WR. Making neighborhood-disadvantage metrics accessible - the neighborhood atlas. N Engl J Med 2018; 378 (26) 2456-2458
- 14 Judge A, Welton NJ, Sandhu J, Ben-Shlomo Y. Equity in access to total joint replacement of the hip and knee in England: cross sectional study. BMJ 2010; 341: c4092
- 15 Karimi A, Burkhart RJ, Hecht II CJ, Acuña AJ, Kamath AF. Is social deprivation associated with usage, adverse events, and patient-reported outcome measures in total joint arthroplasty? A systematic review. Clin Orthop Relat Res 2023; 481 (02) 239-250
- 16 Michel M, Bryère J, Maravic M, Marcelli C. Knee replacement incidence and social deprivation: results from a French ecological study. Joint Bone Spine 2019; 86 (05) 637-641
- 17 Yong PFK, Milner PC, Payne JN, Lewis PA, Jennison C. Inequalities in access to knee joint replacements for people in need. Ann Rheum Dis 2004; 63 (11) 1483-1489
- 18 Bonsel JM, Reijman M, Verhaar JAN, van Steenbergen LN, Janssen MF, Bonsel GJ. Socioeconomic inequalities in patient-reported outcome measures of Dutch primary hip and knee arthroplasty patients for osteoarthritis. Osteoarthritis Cartilage 2024; 32 (02) 200-209
- 19 Edwards HB, Smith M, Herrett E, MacGregor A, Blom A, Ben-Shlomo Y. The effect of age, sex, area deprivation, and living arrangements on total knee replacement outcomes: a study involving the United Kingdom National Joint Registry dataset. JBJS Open Access 2018; 3 (02) e0042
- 20 Neuburger J, Hutchings A, Allwood D, Black N, van der Meulen JH. Sociodemographic differences in the severity and duration of disease amongst patients undergoing hip or knee replacement surgery. J Public Health (Oxf) 2012; 34 (03) 421-429
- 21 Danielson EC, Li W, Suleiman L, Franklin PD. Social risk and patient-reported outcomes after total knee replacement: implications for Medicare policy. Health Serv Res 2024; 59 (01) e14215
- 22 Robert Graham Center - Policy Studies in Family Medicine & Primary Care. Social Deprivation Index (SDI). November 5, 2018 . Accessed July 14, 2024 at: https://www.graham-center.org/content/brand/rgc/maps-data-tools/social-deprivation-index.html
- 23 Quan H, Sundararajan V, Halfon P. et al. Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care 2005; 43 (11) 1130-1139
- 24 Chronic Conditions Warehouse. Other Chronic Health, Mental Health, and Potentially Disabling Conditions Algorithms: Obesity. Published online 2022. Accessed December 2, 2025 at: https://www2.ccwdata.org/documents/10280/19140001/oth-cond-algo-obesity.pdf
- 25 Chronic Conditions Warehouse. Other Chronic Health, Mental Health, and Potentially Disabling Conditions Algorithm: Tobacco Use Disorders. Published online 2022. Accessed December 2, 2025 at: https://www2.ccwdata.org/documents/10280/19140001/oth-cond-algo-tobacco.pdf
- 26 Gemayel AC, Bieganowski T, Christensen TH, Lajam CM, Schwarzkopf R, Rozell JC. Perioperative outcomes in total knee arthroplasty for non-English speakers. J Arthroplasty 2023; 38 (09) 1754-1759
- 27 Nguyen KH, Suarez P, Sales C, Fernandez A, Ward DT, Manuel SP. Patients who have limited English proficiency have decreased utilization of revision surgeries after hip and knee arthroplasty. J Arthroplasty 2023; 38 (08) 1429-1433
- 28 Baxter SN, Johnson AH, Brennan JC, MacDonald JH, Turcotte JJ, King PJ. Social vulnerability adversely affects emergency-department utilization but not patient-reported outcomes after total joint arthroplasty. Arch Orthop Trauma Surg 2024; 144 (04) 1803-1811
- 29 Gordon AM, Ng MK, Elali F, Piuzzi NS, Mont MA. A nationwide analysis of the impact of socioeconomic status on complications and health care utilizations after total knee arthroplasty using the area deprivation index: consideration of the disadvantaged patient. J Arthroplasty 2024; 39 (09) 2166-2172
- 30 Rahman TM, Shaw JH, Mehaidli A. et al. The impact of social determinants of health on outcomes and complications after total knee arthroplasty: an analysis of neighborhood deprivation indices. J Bone Joint Surg Am 2024; 106 (04) 288-303
- 31 Van Boxtel M, Cinquegrani E, Middleton A, Graf A, Hanley J, LoGiudice A. The impact of social deprivation on healthcare utilization patterns following rotator cuff repair. J Shoulder Elbow Surg 2024; 33 (11) 2421-2426
- 32 Barrack RL, Ruh EL, Chen J. et al. Impact of socioeconomic factors on outcome of total knee arthroplasty. Clin Orthop Relat Res 2014; 472 (01) 86-97
- 33 Rogers MJ, Randall DJ, Brennan JN, Zhang C, Presson AP, Kazmers NH. Evaluation of patient expectations before carpal tunnel release. Plast Reconstr Surg Glob Open 2021; 9 (09) e3823
- 34 Thirukumaran CP, Cai X, Glance LG. et al. Geographic variation and disparities in total joint replacement use for Medicare beneficiaries: 2009 to 2017. J Bone Joint Surg Am 2020; 102 (24) 2120-2128
- 35 Koressel JE, Perez BA, Kerbel YE, DeAngelis RD, Israelite CL, Nelson CL. Does dual-eligible Medicare/Medicaid insurance status as a surrogate for socioeconomic status compromise total knee arthroplasty outcomes?. J Arthroplasty 2022; 37 (6S): S32-S36
- 36 Rosas SS, Luo TD, Emory CL, Krueger CA, Huddleston JL, Buller LT. Dually insured Medicare/Medicaid patients undergoing primary TJA have more comorbidities, higher complication rates, and lower reimbursements compared to privately insured patients. J Arthroplasty 2022; 37 (8S): S748-S752
- 37 Kornuijt A, Das D, Sijbesma T, de Vries L, van der Weegen W. Manipulation under anesthesia following total knee arthroplasty: a comprehensive review of literature. Musculoskelet Surg 2018; 102 (03) 223-230
- 38 Anderson KE, Wu RJ, Darden M, Jain A. Medicare advantage is associated with lower utilization of total joint arthroplasty. J Bone Joint Surg Am 2024; 106 (03) 198-205
- 39 Bang H, Chiu YL, Memtsoudis SG. et al. Total hip and total knee arthroplasties: trends and disparities revisited. Am J Orthop (Belle Mead NJ) 2010; 39 (09) E95-E102
- 40 Bergstein VE, Weinblatt AI, Taylor IV WL, Long WJ. Total knee arthroplasty survivorship and outcomes in young patients: a review of the literature and 40-year update to a longitudinal study. Arch Orthop Trauma Surg 2024; 144 (09) 4077-4083