Evidence map›Paper›PMID 42730914›Full record

ArticleJournal of prevention (2022)2026

Start-Up and Implementation Costs for a Community-Based Culturally Tailored Diabetes Prevention Program.

Diana Bowser, Brielle Ruscitti, Siman Zhu, Rachel Lee, Tam Nguyen

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Article in Journal of prevention (2022), 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

5 authors.

Diana BowserWilliam F. Connell School of Nursing, Boston College, Boston, USA. diana.bowser@bc.edu.ORCID http://orcid.org/0000-0001-9582-7761
Brielle RuscittiWilliam F. Connell School of Nursing, Boston College, Boston, USA.ORCID http://orcid.org/0009-0000-9793-0607
Siman ZhuSouth Cove Community Health Center, Boston, USA.
Rachel LeeQuincy Asian Resources Inc., Quincy, USA.
Tam NguyenWilliam F. Connell School of Nursing, Boston College, Boston, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Diabetes Prevention Program (DPP) is a Center for Disease Control and Prevention (CDC) endorsed lifestyle intervention aimed at preventing Type-2 Diabetes Mellitus. Despite demonstrated effectiveness, DPP implementation remains limited outside clinical settings, often due to funding challenges, difficulties obtaining CDC recognition and limited reimbursement, especially for programs serving minority populations. This analysis estimated start-up and protocol costs of a culturally-tailored DPP and a standard CDC protocol, using Activity-Based Costing methodology. Both the standard CDC DPP and a culturally-tailored DPP protocol were developed by defining all program components, activities, personnel involved and time associated with all activities. Start-up costs were estimated utilizing data on standard start-up activities from two sites prior to launching the tailored DPP. Protocol and start-up costs were calculated by multiplying the wage for varying personnel by the time allocated to each defined start-up and protocol activity, costs are presented in 2025 USD. National average wage data were extracted from the Bureau of Labor Statistics O*Net database. Start-up costs totaled $87,886, with a cost per planned participant of $1,465. Implementing the standard CDC DPP protocol cost $10,573 in total, or $705 per participant. The culturally tailored protocol cost $23,849, or $1,590 per participant. This analysis is one of the first to estimate of start-up costs of a tailored DPP, and compare implementation costs for the culturally-tailored DPP with a standard CDC protocol. Understanding these costs is essential for organizations planning to implement DPP, especially in community settings. The findings offer insight into the necessary investments for a sustainable and culturally-tailored DPP.

Indexed as

Activity-based costingDiabetes prevention programPrevention

Identifiers

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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.