ArticleJAMA network open2023
Association of Health-Related Social Needs With Quality and Utilization Outcomes in a Medicare Advantage Population With Diabetes.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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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.
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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.
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Who cites it
18 citing papers in PubMed, 25 citations in OpenAlex.
- A Randomized Controlled Trial Testing the Effects of a Social Needs Navigation Intervention on Health Outcomes and Healthcare Utilization among Medicaid Members with Type 2 Diabetes.International journal of environmental research and public health · 2024Trial
- Beyond capacity: qualitative stakeholder perspectives on demand for health-related social needs navigation through patient self-navigation tools.BMC health services research · 2026Article
- Article
- Associations of social isolation and loneliness with healthcare utilization among older adults: a systematic review and meta-analysis.Innovation in aging · 2026Review
- Health-Related Social Needs and Health Care Utilization in the Accountable Health Communities Model.JAMA network open · 2025Article
- An AI-Based Chatbot to Support Health-Related Social Needs among Pediatric Primary Care Population: Protocol for a Pilot Randomized Controlled Trial.medRxiv : the preprint server for health sciences · 2025Article
- An evidence-informed Delphi study of ambulatory care sensitive conditions in China: a policy tool to assess primary care performance.The Lancet regional health. Western Pacific · 2025Article
- Association of Social Needs with Diabetes Outcomes in an Older Population.Journal of the American Board of Family Medicine : JABFM · 2025Article
- Housing Instability and Type 2 Diabetes Outcomes.JAMA network open · 2025Article
- Social Risk at Individual vs Neighborhood Levels and Health Care Use in Medicaid Enrollees.JAMA network open · 2025Article
- Social Risk and Acute Health Care Utilization Among Insured Adults.JAMA network open · 2025Article
- Are unmet health related social needs associated with emergency department utilization among Medicare beneficiaries?BMC health services research · 2025Article
- Characteristics and Dosing Patterns of Tirzepatide Users with Type 2 Diabetes in the United States.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Social determinants of health and all-cause or cardiovascular mortality on osteoarthritis adults in the USA: a national cohort study.Frontiers in public health · 2025Article
- Health-Care Utilization and Outcomes in Young Adults With Type 1 and Type 2 Diabetes.Journal of the Endocrine Society · 2024Review
- Combining zip code-based population data and pharmacy administrative claims data to create measures of social determinants of health.Journal of managed care & specialty pharmacy · 2024Article
- Deprescribing medications among patients with multiple prescribers: A socioecological model.Journal of the American Geriatrics Society · 2024Article
- Optimizing the Collection, Integration, and Use of Health-Related Social Needs Data in the Primary Care Setting: Recommendations Derived From Key Interest-Holders.Journal of primary care & community healthArticle
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Recent research highlights the association of social determinants of health with health outcomes of patients with type 2 diabetes (T2D). Objective: To examine associations between health-related social needs (HRSNs) and health care quality and utilization outcomes in a Medicare Advantage population with T2D. Design, Setting, and Participants: This cross-sectional study used medical and pharmacy claims data from 2019. An HRSN survey was given between October 16, 2019, and February 29, 2020, to Medicare Advantage beneficiaries. Inclusion criteria were diagnosis of T2D, age of 20 to 89 years, continuous Medicare Advantage enrollment in 2019, and response to the HRSN survey. Data were analyzed between June 2021 and January 2022. Exposures: Enrollment in Medicare Advantage, diagnosis of T2D, and completion of a survey on HRSNs. Main Outcomes and Measures: Quality outcomes included diabetes medication adherence, statin adherence, completion of a glycated hemoglobin (HbA1c) laboratory test in the past 12 months, and controlled HbA1c. Utilization outcomes included all-cause hospitalization, potentially avoidable hospitalization, emergency department discharge, and readmission. Results: Of the 21 528 Medicare Advantage beneficiaries with T2D included in the study (mean [SD] age, 71.0 [8.3] years; 55.4% women), most (56.9%) had at least 1 HRSN. Among the population with T2D reporting HRSNs, the most prevalent were financial strain (73.6%), food insecurity (47.5%), and poor housing quality (39.1%). In adjusted models, loneliness (odds ratio [OR], 0.85; 95% CI, 0.73-0.99), lack of transportation (OR, 0.80; 95% CI, 0.69-0.92), utility insecurity (OR, 0.86; 95% CI, 0.76-0.98), and housing insecurity (OR, 0.78; 95% CI, 0.67-0.91) were each associated with lower diabetes medication adherence. Loneliness and lack of transportation were associated with increased emergency visits (marginal effects of 173.0 [95% CI, 74.2-271.9] and 244.6 [95% CI, 150.4-338.9] emergency visits per 1000 beneficiaries for loneliness and transportation, respectively). Food insecurity was the HRSN most consistently associated with higher acute care utilization (marginal effects of 84.6 [95% CI, 19.8-149.4] emergency visits, 30.4 [95% CI, 9.5-51.3] inpatient encounters, and 17.1 [95% CI, 4.7-29.5] avoidable hospitalizations per 1000 beneficiaries). Conclusions and Relevance: In this cross-sectional study of Medicare Advantage beneficiaries with T2D, some HRSNs were associated with care quality and utilization. The results of the study may be used to direct interventions to the social needs most associated with T2D health outcomes and inform policy decisions at the insurance plan and community level.
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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.