Evidence map›Paper›PMID 35749216›Full record

ArticleJMIR research protocols2022

Optimizing an mHealth Intervention to Change Food Purchasing Behaviors for Cancer Prevention: Protocol for a Pilot Randomized Controlled Trial.

Olivia Z Horgan, Nicole T Crane, Evan M Forman, Brandy-Joe Milliron, Nicole L Simone, Fengqing Zhang, Meghan L Butryn

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04947150 (Optimizing an mHealth Intervention to Change Food Purchasing Behaviors for Cancer Prevention), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.2field-weighted citation impact, top 46% of its field
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.

NCT04947150 nacompletednot on this map

Optimizing an mHealth Intervention to Change Food Purchasing Behaviors for Cancer Prevention

TypeinterventionalSponsorDrexel UniversityRan2021 to 2022Enrolled62ConditionsCancerArmsLocation-triggered notification, Reflections on benefits of change, Coach monitoring, Household support
3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. The Role of Household Social Support and Undermining in Dietary Change.International journal of behavioral medicine · 2026
    Trial
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

7 authors at 2 institutions in 1 country.

Olivia Z HorganCenter for Weight, Eating, and Lifestyle Science, Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0003-2385-4319
Nicole T CraneCenter for Weight, Eating, and Lifestyle Science, Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0003-0378-670X
Evan M FormanCenter for Weight, Eating, and Lifestyle Science, Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-7233-1384
Brandy-Joe MillironDepartment of Nutrition Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0003-1113-9043
Nicole L SimoneDepartment of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-7662-7470
Fengqing ZhangDepartment of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0003-4580-0143
Meghan L ButrynCenter for Weight, Eating, and Lifestyle Science, Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-5573-5707
Drexel University · USThomas Jefferson University · US

Funding

Resource Sharing CoreU54CA273956 · NCI · UNIVERSITY OF MARYLAND BALTIMORE · PI Luigi Marchionni · 2022 to 2026
$8.9M
Diet Modification to Augment Radiation for Breast Cancer Brain MetastasesR01CA227479 · NCI · THOMAS JEFFERSON UNIVERSITY · PI SIMONE, NICOLE L · 2018 to 2022
$2.0M
Optimizing an mHealth Intervention to Change Food Purchasing Behaviors for Cancer PreventionR21CA252933 · NCI · DREXEL UNIVERSITY · PI BUTRYN, MEGHAN · 2020 to 2020
$402k
NCI NIH HHS R01 CA227479NCI NIH HHS R21 CA252933NCI NIH HHS U54 CA273956
6 · The paper itself

Abstract

backgroundDietary intake is a powerful modifiable factor that influences cancer risk; however, most US adults do not adhere to dietary guidelines for cancer prevention. One promising pathway for improving dietary adherence is targeting grocery shopping habits. Interventions might facilitate healthy grocery choices, with a combination of mHealth and traditional methods, by promoting the salience of dietary goals while shopping, enhancing motivation to make dietary changes, and increasing household support for healthy food purchasing.

objectiveThis pilot study will assess feasibility and acceptability of intervention components designed to improve adherence to dietary guidelines for cancer prevention (preliminary aim). The primary aim of the study is to quantify the effect of each intervention component, individually and in combination, on dietary intake (primary aim) and grocery store food purchases (exploratory aim). Mediation analyses will be conducted to understand the mechanisms of action (goal salience, motivation, and household support-secondary aims). The overarching goal is to optimize an mHealth intervention to be tested in a future fully powered clinical trial.

methodsThe study enrolled adults (N=62) with low adherence to dietary recommendations for cancer prevention. In a 20-week program, all participants attend a nutrition education workshop and receive weekly educational messages through an app. A factorial design is used to test 4 intervention components: (1) location-triggered messages: educational messages are delivered when arriving at grocery stores; (2) reflections on the benefits of change: content is added to messages to encourage reflection on anticipated benefits of healthy eating, and participants attend an additional workshop session and 3 coach calls on this topic; (3) coach monitoring: food purchases are monitored digitally by a coach who sends personalized weekly app messages and conducts 3 coaching calls that focus on feedback about purchases; and (4) household support: another adult in the household receives messages designed to elicit support for healthy food purchasing, and support is addressed in 3 coach calls and an extra workshop session attended by the index participant and household member. Assessments are completed at weeks 0, 10, and 20 using self-report measures, as well as objective capture of grocery data from the point of purchase using store loyalty accounts.

resultsThe National Cancer Institute funded this study (R21CA252933) on July 7, 2020. Participant recruitment began in the spring of 2021 and concluded with the successful enrollment of 62 participants. Data collection is expected to be completed in the summer of 2022, and results are expected to be disseminated in the summer of 2023.

conclusionsThe results of this study will inform the development of scalable interventions to lower cancer risk via changes in dietary intake.

trial registrationClinicalTrials.gov NCT04947150; https://clinicaltrials.gov/ct2/show/NCT04947150. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/39669.

Indexed as

cancer preventiondieteatinggrocery shoppingmHealthmobile phone

Identifiers

PMID35749216
PMCPMC9270710
OpenAlexW4283461243

What OpenQuestion 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 OpenQuestion graph.