Mobile Food Record on Recall Effects
Use of a Mobile Food Record, Enhanced by a Novel Artificial Intelligence-Based Informatics Framework to Expand Capture of Dietary Intake
1 other identifier
observational
10
1 country
1
Brief Summary
Human dietary habits remain challenging to measure. Even the "gold-standard" interviewer-administered 24 hour dietary recall has established underreporting issues especially in high-risk populations, such as patients with obesity. Performance of precision nutrition research requires state of the art tools to capture individual dietary patterns. Given the widespread availability of smart phones, mobile-phone based food records present a prime opportunity to capture "in the field" dietary intake. Mobile food records, however, are not yet widely used in nutrition research. Several reasons exist. First, the mobile food record needs to be validated relative to the "gold standard" of dietary intake, the 24-hour dietary recall. Second, many available mobile food records are commercially based, with caveats about data availability and meeting research-quality data security practices (HIPAA compliance). In response, this study includes using a freely available, research-focused, HIPAA compliant, mobile food record (mCC: my Circadian Clock app) actively used in research studies (including our own ongoing work) to test the hypothesis that a mobile food record can expand capture of dietary intake. The proposed aims include the following: Using a randomized, cross-over design, evaluation of augmenting interviewer-administered 24-hour dietary recalls by a mobile food record (Augmented Recall) results in less energy intake underreporting than a standard (un-augmented) interviewer administered 24-hour dietary recall (Standard Recall).
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Mar 2022
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
January 21, 2022
CompletedFirst Posted
Study publicly available on registry
February 8, 2022
CompletedStudy Start
First participant enrolled
March 14, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 12, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2023
CompletedFebruary 2, 2024
February 1, 2024
4 months
January 21, 2022
February 1, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Caloric intake
Compare caloric intake assessed by the augmented recall relative to the standardized recall
60 days from intervention
Secondary Outcomes (1)
Energy intake
24 hours following food intake
Study Arms (2)
Standard Recall
Standard interviewer-administered 24-hour dietary recall.
Augmented Recall
Interviewer use of the mCC app for 24-hour dietary recall.
Interventions
Interviewer use of the mCC app during the 24-hour dietary recall interview.
Eligibility Criteria
Healthy adults
You may qualify if:
- Adults between 18-65 years old
- BMI ≥30 kg/m2
- Without a 4 year (BS/BA) college degree
- Owns a smart phone
- Able to read and speak English
You may not qualify if:
- Pregnant or lactating women
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
University of Minnesota
Minneapolis, Minnesota, 55455, United States
Study Officials
- PRINCIPAL INVESTIGATOR
Lisa Chow, MD
UMN
Study Design
- Study Type
- observational
- Observational Model
- CASE CROSSOVER
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
January 21, 2022
First Posted
February 8, 2022
Study Start
March 14, 2022
Primary Completion
July 12, 2022
Study Completion
December 31, 2023
Last Updated
February 2, 2024
Record last verified: 2024-02
Data Sharing
- IPD Sharing
- Will not share