Evidence map›Paper›PMID 39565893›Full record

ArticleDiabetes care2025

Cost-effectiveness of the National Diabetes Prevention Program: A Real-world, 2-Year Prospective Study.

Shihchen Kuo, Wen Ye, Di Wang, Laura N McEwen, Claudia Villatoro Santos, William H Herman

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Prediabetes: The Looming Burden for Australia.The Medical journal of Australia · 2026
    Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. Prediabetes.Nature reviews. Disease primers · 2025
    Review
  9. Review
  10. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Shihchen KuoDivision of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.ORCID 0000-0001-6207-8792
Wen YeDepartment of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI.ORCID 0000-0001-5802-189X
Di WangDepartment of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI.
Laura N McEwenDivision of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.ORCID 0000-0002-1737-1161
Claudia Villatoro SantosDivision of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
William H HermanDivision of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.ORCID 0000-0002-0502-674X

Funding

Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAVID P OLSON · 2013 to 2026
$24.3M
Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
Population Health Impact of a Self-Insured Employer's Policy Change to Cover Weight Reduction and Diabetes Prevention Interventions for Employees, Dependents, and Retirees with PrediabetesR01DK109995 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI HERMAN, WILLIAM H · 2016 to 2019
$2.0M
CDC HHS U18DP006712NCCDPHP CDC HHS U18 DP006712NIDDK NIH HHS P30 DK020572NIDDK NIH HHS P30 DK092926NIDDK NIH HHS P30DK092926NIDDK NIH HHS R01 DK109995NIDDK NIH HHS R01DK109995
6 · The paper itself

Abstract

objectiveWe evaluated the real-world cost-effectiveness of the National Diabetes Prevention Program (NDPP) for people with prediabetes in a large workforce with employer-sponsored health insurance. RESEARCH DESIGN AND

methodsWe performed difference-in-differences analyses using individual-level health insurance claims and survey data for 5,948 adults with prediabetes who enrolled (n = 575) or did not enroll (n = 5,373) in the NDPP to assess NDPP's effects on health economic outcomes. We assessed direct medical costs for the year before the NDPP enrollment/index date and for 2 years thereafter; EuroQol 5-dimension 5-level questionnaire (EQ-5D-5L) utility scores at baseline, 1 year, and 2 years; and quality-adjusted life-years (QALYs) over 2 years. We used propensity score weighting to adjust for potential bias due to self-selection for enrollment, multiple imputation to handle missing data, and bootstrapping to produce CIs. We adopted a health care sector perspective and discounted costs and QALYs at 3% annually. Costs were expressed in 2020 U.S. dollars.

resultsCompared with nonenrollees, each NDPP enrollee had an average reduction of $4,552 (95% CI -13,231, 2,014) in 2-year total direct medical costs. Cost savings were primarily related to hospitalizations, outpatient visits, and emergency room visits. Compared with nonenrollees, each enrollee had no difference in EQ-5D-5L utility scores at 2 years or QALYs gained over 2 years. The uncertainty analyses found that enrollment in the NDPP had an 88% probability of saving money and 84% probability of being cost-effective at a willingness-to-pay threshold of $100,000 per QALY gained over 2 years.

conclusionsIn this real-world population with prediabetes, enrollment in the NDPP was likely to provide cost savings.

Indexed as

Diabetes MellitusDiabetes Mellitus, Type 2Prediabetic StateAdultAgedCost-Benefit AnalysisFemaleHumansMaleMiddle AgedProspective StudiesQuality-Adjusted Life Years

Identifiers

PMID39565893
PMCPMC12178621

What OpenQuestion holds

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Read underepoch 390

Registered trials

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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.