Evidence mapPaperPMID 42416213Full record

ArticleADCES in practice2026

How Organizations Sustain the National Diabetes Prevention Program: Real-world Strategies for Financing and Cost Control.

Natalie D Ritchie, Melanie Turk

Abstract read
In one paragraph

Article in ADCES in practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Natalie D RitchieKaiser Permanente Center for Health Research, Portland, OR.
Melanie TurkDuquesne University School of Nursing, Pittsburgh, PA.

Funding

Multi-Stakeholder Determinants of Medicare Diabetes Prevention Program Implementation and ParticipationR15HL163736 · NHLBI · DUQUESNE UNIVERSITY · PI MELANIE T WARZISKI TURK · 2023 to 2023
$426k
NHLBI NIH HHS R15 HL163736
6 · The paper itself

Abstract

The National Diabetes Prevention Program (NDPP) is an evidence-based lifestyle intervention that has been adopted by over 3,000 organizations, but over half have since discontinued services, often due to challenges with financial sustainability. To identify successful strategies for financial sustainability, we analyzed data from interviewing 21 program coordinators at organizations that had sustained NDPP delivery for 5 or more years and planned to continue delivery. These organizations had delivered the NDPP for 8.5 years on average. Rather than relying on a single source of program financing, they layered multiple funding sources, including billing, grant funding, in-kind organizational support, and charitable donations. Organizations utilized the expertise of billing and finance professionals to submit claims and manage payer contracts. They also controlled delivery costs with efficient operations, using proven recruitment strategies, minimum group sizes, virtual delivery, and lower-cost staffing models. Finally, they reduced administrative costs by partnering with external service providers for administrative support and to facilitate compliance with regulatory requirements. Despite expanding payer coverage, grant funding and in-kind support remained critical, highlighting the gap between reimbursement rates and delivery costs. These strategies may help other organizations strengthen and sustain access to the NDPP while reimbursement models continue to evolve.

Indexed as

FinancingImplementationNational Diabetes Prevention ProgramProgram sustainability

Identifiers

PMID42416213
PMCPMC13340556

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.