Evidence map›Paper›PMID 39450693›Full record

ArticleThe Milbank quarterly2024

Launching Financial Incentives for Physician Groups to Improve Equity of Care by Patient Race and Ethnicity.

Hector P Rodriguez, Sarah D Epstein, Amanda L Brewster, Timothy T Brown, Stacy Chen, Salma Bibi

Abstract read
In one paragraph

Article in The Milbank quarterly, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Value-Based Pricing of Health Services With Health Equity Considerations.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hector P RodriguezSchool of Public Health, University of California, Berkeley.
Sarah D EpsteinSchool of Public Health, University of California, Berkeley.
Amanda L BrewsterSchool of Public Health, University of California, Berkeley.
Timothy T BrownSchool of Public Health, University of California, Berkeley.
Stacy ChenSchool of Public Health, University of California, Berkeley.
Salma BibiSchool of Public Health, University of California, Berkeley.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Policy Points What are the facilitators and barriers of physician group participation in a performance-based financial incentive program aimed at improving equity of care by patient race and ethnicity? Launching financial incentives to improve racial equity has required extensive organizational change management for participating physician groups, including major investments to improve quality management systems. Carefully designing financial incentives to encourage equity improvement while managing unintended consequences, and considering physician groups' populations served, baseline maturity of quality management systems, and efforts to assess and address patients' social risk factors have been central to prepare physician groups for financial incentives to improve equity of care. Given the major investments required of physician groups to prepare for financial incentives that reward equity improvement, alignment of equity of care measure specifications and reporting requirements across payers could facilitate physician group engagement. Evidence about how baseline physician group capabilities, including the maturity of their quality management systems, impact equity improvement may help health plans prioritize and target their investments to advance equity of care by patient race and ethnicity. CONTEXT: Blue Cross Blue Shield of Massachusetts (BCBSMA), a large commercial health insurer, is using financial incentives to advance equity of care by patient race and ethnicity. Understanding experiences of this payer and its contracted physician groups can inform efforts elsewhere. We qualitatively assess physician groups' barriers and facilitators of planning and implementing BCBSMA's financial incentives to improve equity of ambulatory care quality by patient race and ethnicity.

methodsKey informant interviews (n = 44) of the physician group, BCBSMA, and external stakeholders were conducted, equity initiative meetings were observed, and documents were analyzed to identify barriers and facilitators of designing and preparing for financial incentives to advance racial equity. Physician group experiences of preparing for and responding to financial incentives for equity improvement were assessed.

findingsAnalyses revealed 1) the central importance of valid and reliable equity performance measurement and carefully designed equity improvement incentives for physician group buy-in, 2) that prior to implementing financial incentives for equity improvement, physician groups needed to improve their quality management systems and the accuracy and completeness of patient race and ethnicity data, and 3) physician groups' populations served, baseline maturity of quality management systems, and efforts to assess and address patients' social risk factors were central to consider to plan for physician group financial incentives to improve racial equity.

conclusionsGiven the major infrastructure investments and organizational change management resources required of physician groups to participate in a financial incentive program designed to reward equity improvement, alignment of equity measurement and performance requirements across payers would facilitate physician groups' engagement in efforts to improve quality of care for racial and ethnic minority patients.

Indexed as

EthnicityHealth EquityPhysician Incentive PlansRacial GroupsBlue Cross Blue Shield Insurance PlansHealthcare DisparitiesHumansMassachusettsMotivationQuality ImprovementReimbursement, Incentivefinancial incentiveshealth equityquality of care

Identifiers

PMID39450693
PMCPMC11654755

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.