Evidence map›Paper›PMID 30303879›Full record

ArticleClinical orthopaedics and related research2018

Eligibility Criteria for Lower Extremity Joint Replacement May Worsen Racial and Socioeconomic Disparities.

Abigail Y Wang, Michelle S Wong, Casey Jo Humbyrd

Open access · bronzeAbstract read
In one paragraph

Article in Clinical orthopaedics and related research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
4.3field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 77 citations in OpenAlex.

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  6. Analysis of the Resolution Rate of Complications in Obese Joint Replacement Patients.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025
    Article
  7. 2050: An Arthroplasty Odyssey.Healthcare (Basel, Switzerland) · 2025
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  16. Racial Disparities in Total Joint Arthroplasty.Current reviews in musculoskeletal medicine · 2021
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 1 institution in 3 countries.

Abigail Y WangA. Y. Wang, The Johns Hopkins University School of Medicine, Baltimore, MD, USA M. S. Wong, Health Services Research & Development, Center for the Study of Healthcare Innovation, Implementation & Policy, US Department of Veteran Affairs, Los Angeles, CA, USA C. J. Humbyrd, Department of Orthopedic Surgery, The Johns Hopkins University/Johns Hopkins Bayview Medical Center, Baltimore, MD, USA.
Michelle S Wong
Casey Jo Humbyrd
Defense Threat Reduction Agency · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCost-containment strategies may discourage hospitals from performing surgery for patients with preexisting risk factors such as those with high body mass index (BMI), those with high hemoglobin A1c (HbA1c), or those who smoke cigarettes. Because these risk factors may not appear in equal proportions across the population, using these risk factors as inflexible eligibility criteria for lower extremity joint arthroplasty may exacerbate existing racial-ethnic, gender, and socioeconomic disparities pertaining to access to an operation that can improve health and quality of life. However, any effects on such disparities have not yet been quantified nor have the groups been identified that may be most affected by inflexible eligibility criteria. QUESTIONS/PURPOSES: Does the use of inflexible eligibility criteria related to (1) BMI; (2) HbA1c level; and (3) smoking status potentially decrease the odds of lower extremity joint arthroplasty eligibility for members of racial-ethnic minority groups, women, and those of lower socioeconomic status more than it does for non-Hispanic whites, men, and those of higher socioeconomic status?

methodsWe pooled data from 21,294 adults aged ≥ 50 years from the 1999-2014 National Health and Nutrition Examination Survey (NHANES). NHANES is a nationally administered series of surveys that assess the health and nutritional status of the US population and collect information on many risk factors for diseases. NHANES is uniquely suited to examine our study questions because it includes data from physical examinations and laboratory assessments as well as comprehensive questionnaires, and it is nationally representative. We determined the odds of lower extremity arthroplasty eligibility by running separate multivariable logistic regressions for each criterion (that is, for each dependent variable): (1) BMI < 35 kg/m; (2) BMI < 40 kg/m; (3) HbA1c < 8%; and (4) current nonsmoker status. Independent variables of interest were race-ethnicity, gender, educational level, and annual household income. Each model included all independent variables of interest, age, and survey year.

resultsThe BMI < 35-kg/m criterion resulted in lower arthroplasty eligibility for non-Hispanic blacks compared with non-Hispanic whites (odds ratio [OR], 0.62; 95% confidence interval [CI], 0.55-0.70; p < 0.001), women versus men (OR, 0.61; 95% CI, 0.55-0.69; p < 0.001), individuals of lower socioeconomic status versus those of higher socioeconomic status (annual household income < USD 45,000 versus ≥ USD 45,000 [OR, 0.81; 95% CI, 0.71-0.93; p = 0.002], and those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.66; 95% CI, 0.57-0.77; p < 0.001). The HbA1c < 8% criterion resulted in lower arthroplasty eligibility for non-Hispanic blacks (OR, 0.44; 95% CI, 0.37-0.53; p < 0.001) and Hispanics (OR, 0.41; 95% CI, 0.33-0.51; p < 0.001) versus non-Hispanic whites, for individuals of lower socioeconomic status versus those of higher socioeconomic status (OR, 0.73; 95% CI, 0.56-0.94; p = 0.015), and for those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.58; 95% CI, 0.44-0.77; p < 0.001). Excluding smokers resulted in lower arthroplasty eligibility for non-Hispanic blacks versus non-Hispanic whites (OR, 0.84; 95% CI, 0.73-0.97; p = 0.019), for individuals of lower socioeconomic status versus those of higher socioeconomic status (OR, 0.53; 95% CI, 0.47-0.61; p < 0.001), and for those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.29; 95% CI, 0.24-0.35; p < 0.001).

conclusionsPayment structures and clinical decision-making algorithms that set inflexible cutoffs with respect to BMI, HbA1c, and smoking status disproportionately discourage performing lower extremity arthroplasty for non-Hispanic blacks and individuals of lower socioeconomic status. We do not advocate performing elective surgery for patients with multiple, uncontrolled medical comorbidities. However, ample evidence suggests that many patients whose BMI values are > 35 kg/m (or even > 40 kg/m) may be reasonable candidates for arthroplasty surgery, and BMI is not an easily modifiable risk factor for many patients. We discourage across-the-board cutoff parameters in these domains because such cutoffs will worsen current racial-ethnic, gender-based, and socioeconomic disparities and limit access to an operation that can improve quality of life. LEVEL OF EVIDENCE: Level III, economic and decision analysis.

Indexed as

AgedArthroplasty, ReplacementBlack or African AmericanEligibility DeterminationEthnicityFemaleHealthcare DisparitiesHispanic or LatinoHumansLogistic ModelsLower ExtremityMaleMiddle AgedMinority GroupsNutrition SurveysOdds Ratio

Identifiers

PMID30303879
PMCPMC6259890
OpenAlexW2897977949

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.