Evidence map›Paper›PMID 41169935›Full record

ArticleAmerican journal of lifestyle medicine2025

Implementing Group-Based Lifestyle Medicine: The Role of the Healthcare Practitioner in Feasibility and Effectiveness.

Julia M L Pangalangan, Elizabeth P Frates, Michelle Tollefson, Charlotte V Farewell, Ashley Brooks-Russell, Jini E Puma

Abstract read
In one paragraph

Article in American journal of lifestyle medicine, 2025. 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

6 authors.

Julia M L PangalanganRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).ORCID https://orcid.org/0009-0007-4549-4314
Elizabeth P FratesRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).
Michelle TollefsonRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).
Charlotte V FarewellRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).
Ashley Brooks-RussellRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).
Jini E PumaRocky Mountain Prevention Research Center, Colorado School of Public Health, University of Colorado Anschutz, Aurora, CO, USA (JMLP, CVF, ABR, JEP).

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Group-based lifestyle medicine programs present a promising path to preventing and managing chronic diseases and supporting patient wellbeing. Establishing effective implementation strategies can enhance the scalability of comprehensive lifestyle medicine programs in practice. This convergent mixed methods study aimed to investigate the role of the program deliverer in the feasibility and effectiveness of a group-based program: PAVING the Path to Wellness. Semi-structured qualitative interviews were used to explore differences in perceived feasibility between physician and non-physician practitioners (e.g., allied health professionals) trained to deliver the program. Mixed linear models assessed differences in program effectiveness by type of healthcare practitioner (physician and non-physician practitioner) using the Lifestyle Medicine Health Behavior scale as a pre-/post-measure of self-reported health behaviors (nutrition, physical activity, sleep, social connection, stress, and avoidance of risky substances). Qualitative results supported that the PAVING program was feasible to implement, but that overall feasibility was greatly influenced by billing capabilities and practitioner experience. Quantitative results revealed that the program's impact differed significantly based on the type of healthcare practitioner; participants in non-physician-led groups saw more improvement in health behaviors following the program. Data integration revealed that training and experience in lifestyle medicine and administrative infrastructure (e.g., billing, recruitment) are crucial to program effectiveness. This study has important implications for practice, including the need to scale practice-based training, promote policies for reimbursing preventive care, and build the administrative infrastructure required to support lifestyle medicine group visits.

Indexed as

group-based lifestyle medicine programsgroup visitsimplementation scienceshared medical appointments

Identifiers

PMID41169935
PMCPMC12568550

What OpenQuestion holds

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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 OpenQuestion graph.