Evidence map›Paper›PMID 42396526›Full record

ArticleResearch square2026

Is the level of implementation linked with intervention outcomes? The process evaluation of the Veggie Van intervention to increase fruit and vegetable consumption in underserved communities.

Christina Kasprzak, Rocco Paluch, Laurene Tumiel-Berhalter, Samina Raja, Lucia Lelone

Registry-linked trialAbstract readPreprint
In one paragraph

Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04246593 (Effectiveness and Implementation of a Research Tested Mobile Produce Market Designed to Improve Diet in Underserved Communities), which is not on this 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.

NCT04246593 nacompletednot on this map

Effectiveness and Implementation of a Research Tested Mobile Produce Market Designed to Improve Diet in Underserved Communities

TypeinterventionalSponsorUniversity at BuffaloRan2020 to 2023Enrolled759ConditionsFruit and Vegetable ConsumptionArmsMobile Market program implementation
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.

Christina KasprzakUniversity at Buffalo, State University of New York.
Rocco PaluchUniversity at Buffalo, State University of New York.
Laurene Tumiel-BerhalterUniversity at Buffalo, State University of New York.
Samina RajaUniversity at Buffalo, State University of New York.
Lucia LeloneUniversity at Buffalo, State University of New York.

Funding

Effectiveness and Implementation of a Research Tested Mobile Produce Market Designed to Improve Diet in Underserved CommunitiesR37CA215232 · NCI · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI LEONE, LUCIA A · 2018 to 2024
$4.7M
NCI NIH HHS R37 CA215232
6 · The paper itself

Abstract

Background: The Veggie Van (VV) model is a mobile produce market intervention previously shown to increase fruit and vegetable (F&V) consumption among lower-income individuals. Although the model was recently evaluated in a multi-state effectiveness trial, preliminary findings suggested challenges to implementing the model with fidelity. This study examined whether variation in implementation fidelity was associated with participant-level dietary, food security, and market utilization outcomes. Methods: This study involved a secondary analysis of participant outcome data from a longitudinal RCT conducted with 9 implementing organizations operating 17 mobile market sites (n=699 participants). Previously collected participant data included baseline and 12-month measures of F&V consumption from 24-hour dietary recalls and self-reported surveys, as well as food security assessed using the USDA 10-item Adult Food Security Survey Module. Participant outcome data were aggregated at the site level and linked with organizational implementation data collected throughout the intervention period. Implementing organizations completed monthly process measures surveys assessing adherence to core VV model components; responses were scored and aggregated into site-level implementation fidelity scores. Correlational analyses and generalized linear models examined associations between implementation fidelity and changes in F&V consumption, food security, and market utilization outcomes over 12 months. Results: The mean implementation fidelity score across sites was 40.6 out of 55 possible points. Higher overall fidelity was positively associated with greater increases in mean F&V consumption over 12 months (Pearson correlation coefficient [PCC]=0.56, p=0.02). Fidelity to the nutrition education component demonstrated a particularly strong association with change in F&V consumption (PCC=0.81, p<0.0001). These associations remained significant in regression analyses. In addition, sites operating markets for ≥10 months annually had 76% greater odds of participants shopping at the mobile market at least once during the intervention period (p=0.04). No significant associations were observed between implementation fidelity and changes in food security. Conclusions: Greater fidelity to the VV model, particularly implementation of nutrition education components, was associated with improved dietary outcomes in this secondary analysis of participant-level RCT data. Findings highlight the importance of evaluating implementation alongside effectiveness outcomes in community-based nutrition interventions and suggest that tailored implementation support strategies may strengthen delivery of intervention components most strongly associated with dietary change. Trial registration: The larger randomized controlled trial, the Veggie Van study, was registered at https://clinicaltrials.gov/ on January 29, 2020 (NCT04246593).

Indexed as

community-based interventionfood securityfruit and vegetable consumptionimplementation fidelityimplementation sciencemobile marketnutrition intervention

Identifiers

PMID42396526
PMCPMC13321268

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.