Disparities in TKA Outcomes: Census Tract Data Show Interactions Between Race and Poverty

Clin Orthop Relat Res. 2016 Sep;474(9):1986-95. doi: 10.1007/s11999-016-4919-8. Epub 2016 Jun 8.

Abstract

Background: Race is an important predictor of TKA outcomes in the United States; however, analyses of race can be confounded by socioeconomic factors, which can result in difficulty determining the root cause of disparate outcomes after TKA.

Questions/purposes: We asked: (1) Are race and socioeconomic factors at the individual level associated with patient-reported pain and function 2 years after TKA? (2) What is the interaction between race and community poverty and patient-reported pain and function 2 years after TKA?

Methods: We identified all patients undergoing TKA enrolled in a hospital-based registry between 2007 and 2011 who provided 2-year outcomes and lived in New York, Connecticut, or New Jersey. Of patients approached to participate in the registry, more than 82% consented and provided baseline data, and of these patients, 72% provided 2-year data. Proportions of patients with complete followup at 2 years were lower among blacks (57%) than whites (74%), among patients with Medicaid insurance (51%) compared with patients without Medicaid insurance (72%), and among patients without a college education (67%) compared with those with a college education (71%). Our final study cohort consisted of 4035 patients, 3841 (95%) of whom were white and 194 (5%) of whom were black. Using geocoding, we linked individual-level registry data to US census tracts data through patient addresses. We constructed a multivariate linear mixed-effect model in multilevel frameworks to assess the interaction between race and census tract poverty on WOMAC pain and function scores 2 years after TKA. We defined a clinically important effect as 10 points on the WOMAC (which is scaled from 1 to 100 points, with higher scores being better).

Results: Race, education, patient expectations, and baseline WOMAC scores are all associated with 2-year WOMAC pain and function; however, the effect sizes were small, and below the threshold of clinical importance. Whites and blacks from census tracts with less than 10% poverty have similar levels of pain and function 2 years after TKA (WOMAC pain, 1.01 ± 1.59 points lower for blacks than for whites, p = 0.53; WOMAC function, 2.32 ± 1.56 lower for blacks than for whites, p = 0.14). WOMAC pain and function scores 2 years after TKA worsen with increasing levels of community poverty, but do so to a greater extent among blacks than whites. Disparities in pain and function between blacks and whites are evident only in the poorest communities; decreasing in a linear fashion as poverty increases. In census tracts with greater than 40% poverty, blacks score 6 ± 3 points lower (worse) than whites for WOMAC pain (p = 0.03) and 7 ± 3 points lower than whites for WOMAC function (p = 0.01).

Conclusions: Blacks and whites living in communities with little poverty have similar patient-reported TKA outcomes, whereas in communities with high levels of poverty, there are important racial disparities. Efforts to improve TKA outcomes among blacks will need to address individual- and community-level socioeconomic factors.

Level of evidence: Level III, therapeutic study.

Publication types

  • Comparative Study
  • Multicenter Study

MeSH terms

  • Aged
  • Arthroplasty, Replacement, Hip* / adverse effects
  • Arthroplasty, Replacement, Hip* / economics
  • Black or African American*
  • Censuses
  • Chi-Square Distribution
  • Confounding Factors, Epidemiologic
  • Female
  • Healthcare Disparities* / economics
  • Healthcare Disparities* / ethnology
  • Hip Joint / physiopathology
  • Hip Joint / surgery*
  • Hispanic or Latino*
  • Humans
  • Joint Diseases / economics
  • Joint Diseases / ethnology
  • Joint Diseases / physiopathology
  • Joint Diseases / surgery*
  • Linear Models
  • Male
  • Medicaid / economics
  • Middle Aged
  • Multivariate Analysis
  • Pain Measurement
  • Pain, Postoperative / economics
  • Pain, Postoperative / ethnology
  • Patient Reported Outcome Measures
  • Poverty* / economics
  • Poverty* / ethnology
  • Recovery of Function
  • Registries
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Time Factors
  • Treatment Outcome
  • United States / epidemiology
  • White People*