Evidence map›Paper›PMID 34468996›Full record

ArticleThe Milbank quarterly2021

Population Health Innovations and Payment to Address Social Needs Among Patients and Communities With Diabetes.

Kathryn E Gunter, Monica E Peek, Jacob P Tanumihardjo, Evalyn Carbrey, Richard D Crespo, Trista W Johnson, Brenda Rueda-Yamashita, Eric I Schwartz, Catalina Sol, Cody M Wilkinson and 3 more

Abstract read
In one paragraph

Article in The Milbank quarterly, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Article
  5. Review
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Observational
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

13 authors.

Kathryn E GunterUniversity of Chicago.ORCID 0000-0002-8018-3649
Monica E PeekUniversity of Chicago.ORCID 0000-0003-0434-7231
Jacob P TanumihardjoUniversity of Chicago.ORCID 0000-0002-2365-5021
Evalyn CarbreyMinneapolis Healthy Living Initiative, Minneapolis Health Department.
Richard D CrespoMarshall University School of Medicine.
Trista W JohnsonProvidence Health & Services.
Brenda Rueda-YamashitaDiabetes Program, Alameda County Public Health Department.ORCID 0000-0002-0297-1789
Eric I SchwartzInstitute for Urban Care, Capital Health.
Catalina SolLa Clínica del Pueblo.
Cody M WilkinsonSt. Mary's Health and Clearwater Valley Health.
J O WilsonUPMC Western Maryland.
Emily LoehmerUniversity of Chicago.ORCID 0000-0003-4264-2637
Marshall H ChinUniversity of Chicago.ORCID 0000-0003-1924-5641

Funding

Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI ELBERT S. HUANG · 2011 to 2026
$10.0M
NIDDK NIH HHS P30 DK092949
6 · The paper itself

Abstract

Policy Points Population health efforts to improve diabetes care and outcomes should identify social needs, support social needs referrals and coordination, and partner health care organizations with community social service agencies and resources. Current payment mechanisms for health care services do not adequately support critical up-front investments in infrastructure to address medical and social needs, nor provide sufficient incentives to make addressing social needs a priority. Alternative payment models and value-based payment should provide up-front funding for personnel and infrastructure to address social needs and should incentivize care that addresses social needs and outcomes sensitive to social risk. CONTEXT: Increasingly, health care organizations are implementing interventions to improve outcomes for patients with complex health and social needs, including diabetes, through cross-sector partnerships with nonmedical organizations. However, fee-for-service and many value-based payment systems constrain options to implement models of care that address social and medical needs in an integrated fashion. We present experiences of eight grantee organizations from the Bridging the Gap: Reducing Disparities in Diabetes Care initiative to improve diabetes outcomes by transforming primary care and addressing social needs within evolving payment models.

methodsAnalysis of eight grantees through site visits, technical assistance calls, grant applications, and publicly available data from US census data (2017) and from Health Resources and Services Administration Uniform Data System Resources data (2018). Organizations represent a range of payment models, health care settings, market factors, geographies, populations, and community resources.

findingsGrantees are implementing strategies to address medical and social needs through augmented staffing models to support high-risk patients with diabetes (e.g., community health workers, behavioral health specialists), information technology innovations (e.g., software for social needs referrals), and system-wide protocols to identify high-risk populations with gaps in care. Sites identify and address social needs (e.g., food insecurity, housing), invest in human capital to support social needs referrals and coordination (e.g., embedding social service employees in clinics), and work with organizations to connect to community resources. Sites encounter challenges accessing flexible up-front funding to support infrastructure for interventions. Value-based payment mechanisms usually reward clinical performance metrics rather than measures of population health or social needs interventions.

conclusionsFederal, state, and private payers should support critical infrastructure to address social needs and incentivize care that addresses social needs and outcomes sensitive to social risk. Population health strategies that address medical and social needs for populations living with diabetes will need to be tailored to a range of health care organizations, geographies, populations, community partners, and market factors. Payment models should support and incentivize these strategies for sustainability.

Indexed as

Population HealthCommunity ResourcesDiabetes MellitusHumansSocial Determinants of HealthSocial Valuesdiabeteshealth disparitiespayment system designpopulation healthunderserved populations

Identifiers

PMID34468996
PMCPMC8718585

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.