Evidence map›Paper›PMID 41840628›Full record

ArticleImplementation science communications2026

Sustainability through funding and leadership: a mixed-methods study of tobacco treatment programs across U.S. National Cancer Institute-designated Cancer Centers.

Miranda J Reid, Magda K Montague, Sofia Anrecio, Jennifer H LeLaurin, Carma L Bylund, Mara M Minion, Gonghao Liu, Ji-Hyun Lee, Edmond Ramly, Donna Shelley and 3 more

Abstract read
In one paragraph

Article in Implementation science communications, 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

13 authors.

Miranda J ReidHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.
Magda K MontagueHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.
Sofia AnrecioHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.
Jennifer H LeLaurinHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.
Carma L BylundHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA.
Mara M MinionCenter for Tobacco Research and Intervention, University of Wisconsin, Madison, WI, USA.
Gonghao LiuBiostatistics, University of Florida, Gainesville, FL, USA.
Ji-Hyun LeeBiostatistics, University of Florida, Gainesville, FL, USA.
Edmond RamlyDesign and Implementation Sciences, Indiana University, Indianapolis, IN, USA.
Donna ShelleyPublic Health Policy and Management, New York University, New York City, NY, USA.
Jamie S OstroffMemorial Sloan Kettering Cancer Center, New York City, NY, USA.
Graham WarrenMarkey Cancer Center, University of Kentucky, Lexington, KY, USA.
Ramzi G SalloumHealth Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA. rsalloum@ufl.edu.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Sustainability of Tobacco Cessation Programs at NCI-Designated Cancer CentersR01CA279890 · NCI · UNIVERSITY OF FLORIDA · PI Ramzi George Salloum, Graham W. Warren · 2023 to 2026
$2.2M
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA279890
6 · The paper itself

Abstract

backgroundTobacco cessation markedly improves cancer treatment outcomes. As part of the National Cancer Institute (NCI) Cancer Moonshot, the Cancer Center Cessation Initiative (C3I) funded 52 U.S. National Cancer Institute-designated Cancer Centers to promote the development of sustainable tobacco treatment programs (TTPs) from 2017-2021. The aim of this analysis was to characterize leadership and funding strategies used by centers to address TTP sustainability.

methodsIn 2023-2024, TTP leaders at 47/52 C3I centers responded to surveys on sustainability strategies and outcomes. TTP leaders at 20 centers also completed semi-structured interviews on TTP sustainability and adaptation. For quantitative data, descriptive statistics characterized use of implementation strategies, core program elements, and funding sources. For qualitative data, three authors conducted a thematic analysis using the constant comparative method. Using a concurrent triangulation design (QUAL + quan), analytical integration occurred after initial parallel analysis.

resultsAnalytical integration revealed three core themes: 1) Right-sizing to ensure financial sustainability: in order to sustain funding, TTPs designed program scopes to be sustainable by discontinuing or never starting core program elements that were unaffordable to maintain in their context (e.g., interactive voice response) and instead investing in lower-maintenance elements (e.g. electronic health record changes); 2) Reliance on institutional funding: given significant administrative hurdles, few TTPs (27.7%) were able to bill for services (6.4% sole source of funding, 6.4% majority source). Instead, most relied on institutional support after C3I funding ended (44.7% sole source of funding, 19.2% majority source); and 3) Wide use of leadership engagement strategies: TTPs engaged leadership and maintained their support after funding ended by continuing to meet regularly with leaders and champions (74.5%), aligning reported metrics with leadership priorities (55.3%), and marketing their program internally (66.0%). Two additional qualitative themes on the importance of leveraging institutional prestige and formalizing commitment emerged during analysis.

conclusionsThe ability to leverage leadership support and design programs of appropriate scope allowed TTPs to access institutional funding when billing was not feasible. These strategies may be relevant in other implementation contexts, especially in areas where clinical revenue generation is limited.

trial registrationNot applicable.

Indexed as

Cancer centerFinancingFundingImplementation strategiesLeadershipMaintenanceSustainabilityTobacco cessationTobacco use treatment

Identifiers

PMID41840628
PMCPMC13123182

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.