Evidence map›Paper›PMID 36864271›Full record

Observational studyJournal of general internal medicine2023

Improving Diabetes Care Through Population Health Innovations and Payments: Lessons from Western Maryland.

Gary X Wang, Richard Gauthier, Kathryn E Gunter, Lori Johnson, Mengqi Zhu, Wen Wan, Jacob P Tanumihardjo, Marshall H Chin

Open access · bronzeAbstract readObservational Study
In one paragraph

Observational study in Journal of general internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.8field-weighted citation impact, top 14% 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

9 citing papers in PubMed, 9 citations in OpenAlex.

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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

8 authors at 2 institutions in 1 country.

Gary X WangUniversity of Chicago Pritzker School of Medicine, Chicago, IL, USA. gary.wang2@bsd.uchicago.edu.ORCID 0000-0003-0758-8540
Richard GauthierUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
Kathryn E GunterUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
Lori JohnsonUPMC Western Maryland, Cumberland, MD, USA.
Mengqi ZhuUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
Wen WanUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
Jacob P TanumihardjoUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
Marshall H ChinUniversity of Chicago Section of General Internal Medicine, Chicago, IL, USA.
University of Chicago · USWestern Maryland Health System · US

Funding

Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI Ronald T. Ackermann, MARSHALL H CHIN · 2011 to 2026
$10.0M
NIDDK NIH HHS P30 DK092949
6 · The paper itself

Abstract

backgroundGlobal budgets might incentivize healthcare systems to develop population health programs to prevent costly hospitalizations. In response to Maryland's all-payer global budget financing system, University of Pittsburgh Medical Center (UPMC) Western Maryland developed an outpatient care management center called the Center for Clinical Resources (CCR) to support high-risk patients with chronic disease.

objectiveEvaluate the impact of the CCR on patient-reported, clinical, and resource utilization outcomes for high-risk rural patients with diabetes.

designObservational cohort study.

participantsOne hundred forty-one adult patients with uncontrolled diabetes (HbA1c > 7%) and one or more social needs who were enrolled between 2018 and 2021.

interventionsTeam-based interventions that provided interdisciplinary care coordination (e.g., diabetes care coordinators), social needs support (e.g., food delivery, benefits assistance), and patient education (e.g., nutritional counseling, peer support). MAIN MEASURES: Patient-reported (e.g., quality of life, self-efficacy), clinical (e.g., HbA1c), and utilization outcomes (e.g., emergency department visits, hospitalizations). KEY

resultsPatient-reported outcomes improved significantly at 12 months, including confidence in self-management, quality of life, and patient experience (56% response rate). No significant demographic differences were detected between patients with or without the 12-month survey response. Baseline mean HbA1c was 10.0% and decreased on average by 1.2 percentage points at 6 months, 1.4 points at 12 months, 1.5 points at 18 months, and 0.9 points at 24 and 30 months (P<0.001 at all timepoints). No significant changes were observed in blood pressure, low-density lipoprotein cholesterol, or weight. The annual all-cause hospitalization rate decreased by 11 percentage points (34 to 23%, P=0.01) and diabetes-related emergency department visits also decreased by 11 percentage points (14 to 3%, P=0.002) at 12 months.

conclusionsCCR participation was associated with improved patient-reported outcomes, glycemic control, and hospital utilization for high-risk patients with diabetes. Payment arrangements like global budgets can support the development and sustainability of innovative diabetes care models.

Indexed as

Diabetes MellitusQuality of LifeAdultGlycated HemoglobinHospitalizationHumansMarylandGlycated Hemoglobincare coordinationdiabetesglobal budgetspopulation healthsocial drivers of health

Identifiers

PMID36864271
PMCPMC9980867
OpenAlexW4322756058

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.