Evidence map›Paper›PMID 33079898›Full record

ArticleThe Journal of bone and joint surgery. American volume2020

Geographic Variation and Disparities in Total Joint Replacement Use for Medicare Beneficiaries: 2009 to 2017.

Caroline P Thirukumaran, Xueya Cai, Laurent G Glance, Yeunkyung Kim, Benjamin F Ricciardi, Kevin A Fiscella, Yue Li

Open access · greenAbstract read
In one paragraph

Article in The Journal of bone and joint surgery. American volume, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 1 pooled it
8.0field-weighted citation impact, top 2% 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

31 citing papers in PubMed, 1 synthesis or guideline pooled it, 65 citations in OpenAlex.

  1. Pooled it
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  8. 2050: An Arthroplasty Odyssey.Healthcare (Basel, Switzerland) · 2025
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  16. Total Hip Arthroplasty in Chile Is Characterized By Low Utilization Rates and Disparity in Access.HSS journal : the musculoskeletal journal of Hospital for Special Surgery · 2024
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 1 institution in 1 country.

Caroline P ThirukumaranDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0003-3316-0951
Xueya CaiDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0001-7922-2703
Laurent G GlanceDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0003-3381-699
Yeunkyung KimDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0002-0501-6170
Benjamin F RicciardiDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0001-9384-4840
Kevin A FiscellaDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0003-3613-8012
Yue LiDepartments of Orthopaedics (C.P.T. and B.F.R.), Public Health Sciences (C.P.T., L.G.G., Y.K., K.A.F., and Y.L.), Biostatistics and Computational Biology (X.C.), Anesthesiology and Perioperative Medicine (L.G.G.), and Family Medicine (K.A.F.), University of Rochester, Rochester, New York.ORCID 0000-0001-7592-0299
University of Rochester · US

Funding

Impact of Bundled Payment Reforms on Racial and Socioeconomic Disparities in Hip and Knee Replacement SurgeriesR01MD012422 · NIMHD · UNIVERSITY OF ROCHESTER · PI THIRUKUMARAN, CAROLINE PINTO · 2017 to 2020
$1.7M
NIMHD NIH HHS R01 MD012422
6 · The paper itself

Abstract

backgroundLittle is known about how the geographic variation and disparities in use of elective primary total hip and knee replacements for Medicare beneficiaries have evolved in recent years. The study objectives are to determine these variations and disparities, whether Black Medicare beneficiaries have continued to undergo fewer total hip replacements and total knee replacements across regions, and whether disparities affected all Black beneficiaries or mainly affected socioeconomically disadvantaged Black beneficiaries.

methodsWe used 2009 to 2017 Medicare enrollment and claims data to examine Hospital Referral Region (HRR)-level variation and disparities by race (non-Hispanic White and Black) and socioeconomic status (Medicare-only and dual eligibility for both Medicare and Medicaid). The outcomes were HRR-level age and sex-standardized total hip replacement and total knee replacement utilization rates for White Medicare-only beneficiaries, White dual-eligible beneficiaries, Black Medicare-only beneficiaries, and Black dual-eligible beneficiaries, and the differences in rates between these groups as a representation of disparities. The key exposure variables were race-socioeconomic group and year. We constructed multilevel mixed-effects linear regression models to estimate trends in total hip replacement and total knee replacement rates and to examine whether rates were lower in HRRs with high percentages of Black beneficiaries or dual-eligible beneficiaries.

resultsThe study included 924,844 total hip replacements and 2,075,968 total knee replacements. In 2017, the mean HRR-level total hip replacement rate was 4.64 surgical procedures per 1,000 beneficiaries, and the mean HRR-level total knee replacement rate was 9.66 surgical procedures per 1,000 beneficiaries, with a threefold variation across HRRs. In 2017, the total hip replacement rate was 32% higher for White Medicare-only beneficiaries and 48% higher for Black Medicare-only beneficiaries than in 2009 (p < 0.001). However, because the surgical rates for White and Black dual-eligible beneficiaries remained unchanged over the study period, the 2017 Medicare-only and dual-eligible disparity for White beneficiaries increased by 0.75 surgical procedures per 1,000 from 2009 (40.98% increase; p = 0.03), and the disparity for Black beneficiaries by 1.13 surgical procedures per 1,000 beneficiaries (297.37% increase; p < 0.001). The total knee replacement disparities remained unchanged. Notably, the rates for White dual-eligible beneficiaries were significantly lower than those for Black Medicare-only beneficiaries (p < 0.001 for both total hip replacements and total knee replacements), and fewer surgical procedures were conducted in HRRs with a higher density of Black or dual-eligible beneficiaries.

conclusionsAlthough the total hip replacement use for Medicare-only beneficiaries of both races increased, disparities for White and Black dual-eligible beneficiaries (compared with their Medicare-only counterparts) are increasing. Efforts to improve equity must identify and address both racial and socioeconomic barriers and focus on regions with high concentrations of disadvantaged beneficiaries. CLINICAL RELEVANCE: Although total hip replacements and total knee replacements are highly successful surgical procedures for end-stage osteoarthritis, our findings show that, as recently as 2017, Black beneficiaries and those dual eligible for Medicaid (a proxy for socioeconomic status) are less likely to undergo these surgical procedures and that there is profound geographic variation in the use of these surgical procedures. This evidence is essential for the design and implementation of disparity-reduction strategies focused on patients, providers, and geographic areas that can potentially improve the equity in joint replacement care.

Indexed as

AgedArthroplasty, Replacement, HipArthroplasty, Replacement, KneeBlack or African AmericanFemaleHealthcare DisparitiesHumansMaleMedicareSocioeconomic FactorsUnited StatesWhite People

Identifiers

PMID33079898
PMCPMC8190867
OpenAlexW3094427571

What OpenQuestion holds

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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.