ArticleThe Milbank quarterly2021
Population Health Innovations and Payment to Address Social Needs Among Patients and Communities With Diabetes.
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.
What it found
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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.
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.
Who cites it
23 citing papers in PubMed.
- Screening, Diagnosis, Evaluation, and Staging of Obesity in Adults: Standards of Care in Overweight and Obesity-2026.BMJ open diabetes research & care · 2026Review
- Food pantry organizational features, nutrition environments, and partnerships: a community-engaged study in Southern California.BMC public health · 2026Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Association between population level social risk factors and prevalence of diabetes.BMC health services research · 2025Article
- The forgotten - overcoming challenges in diabetes care for marginalized populations.Expert review of endocrinology & metabolism · 2025Review
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2025.Diabetes care · 2025Review
- Cost Implications of Competition Among Federally Qualified Health Centers.Journal of community health · 2024Article
- Intensity and Variation of Health Navigator Support: Addressing Medical and Social Needs of Diabetes Patients in East Oakland.Journal of general internal medicine · 2024Article
- Associations of U.S. hospital closure (2007-2018) with area socioeconomic disadvantage and racial/ethnic composition.Annals of epidemiology · 2024Article
- Implementation of NCCARE360, a Digital Statewide Closed-Loop Referral Platform to Improve Health and Social Care Coordination: Evidence from the North Carolina COVID-19 Support Services Program.North Carolina medical journal · 2024Article
- Increasing Continuous Glucose Monitoring Use for Non-Hispanic Black and Hispanic People With Type 1 Diabetes: Results From the T1D Exchange Quality Improvement Collaborative Equity Study.Clinical diabetes : a publication of the American Diabetes Association · 2024Article
- Economic burden, financial stress, and cost-related coping among people with uncontrolled diabetes in the U.S.Preventive medicine reports · 2023Article
- Evaluation of an Integrated Intervention to Address Clinical Care and Social Needs Among Patients with Type 2 Diabetes.Journal of general internal medicine · 2023Article
- Improving Diabetes Care Through Population Health Innovations and Payments: Lessons from Western Maryland.Journal of general internal medicine · 2023Observational
- Community Health Collaborative Facilitates Health System and Community Change to Address Unmet Medical and Social Needs in New Jersey.Journal of general internal medicine · 2023Article
- Financial Sustainability for Complex Care Models Serving Low-Income Patients: a New Role for Philanthropy.Journal of general internal medicine · 2023Article
- Integrated Interventions to Bridge Medical and Social Care for People Living with Diabetes.Journal of general internal medicine · 2023Article
- New Frontiers in Diabetes Care: Quality Improvement Study of a Population Health Team in Rural Critical Access Hospitals.Journal of general internal medicine · 2023Article
- What Should Antiracist Payment Reform Look Like?AMA journal of ethics · 2023Article
- Quality and team care response to the pandemic stresses in high performing primary care practices: A qualitative study.PloS one · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
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.
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What OpenQuestion holds
Registered trials
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.