Evidence map›Paper›PMID 34427188›Full record

Trial reportJournal of the Academy of Nutrition and Dietetics2021

Introducing Dietary Self-Monitoring to Undergraduate Women via a Calorie Counting App Has No Effect on Mental Health or Health Behaviors: Results From a Randomized Controlled Trial.

Samantha L Hahn, Niko Kaciroti, Daniel Eisenberg, Heidi M Weeks, Katherine W Bauer, Kendrin R Sonneville

Open access · greenAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of the Academy of Nutrition and Dietetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 7 pooled it
3.6field-weighted citation impact, top 7% 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.

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

21 citing papers in PubMed, 7 syntheses or guidelines pooled it, 39 citations in OpenAlex.

  1. Pooled it
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  3. Associations Between the Use of Fitness and Diet Tracking Technology and Disordered Eating Behaviour: A Systematic Review.European eating disorders review : the journal of the Eating Disorders Association · 2025
    Pooled it
  4. Enhancing Postsecondary Students' Dietary Behaviours: A Systematic Review of Mobile Health Interventions.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
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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 at 3 institutions in 1 country.

Samantha L Hahn(1)Division of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis and Department of Psychiatry & Behavioral Sciences at the University of Minnesota Medical School. Minneapolis. At the time of the study, she was a doctoral candidate, Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor. Electronic address: hahn0203@umn.edu.
Niko Kaciroti(3)Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, and Department of Pediatrics, University of Michigan Medical School, Ann Arbor.
Daniel Eisenberg(4)Department of Health Policy and Management, University of California Los Angeles School of Public Health, Los Angeles.
Heidi M Weeks(5)Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
Katherine W Bauer(5)Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
Kendrin R Sonneville(5)Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
University of Michigan · USLos Angeles County Department of Public Health · USUniversity of Minnesota · US

Funding

Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAVID P OLSON · 2013 to 2026
$24.3M
Regional Postdoctoral Training Grant in Eating Disorders ResearchT32MH082761 · NIMH · UNIVERSITY OF MINNESOTA · PI CAROL B. PETERSON · 2009 to 2026
$6.2M
NCATS NIH HHS UL1 TR002240NIDDK NIH HHS P30 DK020572NIMH NIH HHS T32 MH082761
6 · The paper itself

Abstract

backgroundStrong positive relationships between dietary self-monitoring and eating disorder risk are seen in population-based, observational studies. However, current evidence cannot establish causality. Furthermore, little is known about other mental and behavioral health consequences of dietary self-monitoring among college women, a population vulnerable to eating disorders.

objectiveTo determine if introducing dietary self-monitoring via a popular smartphone app to undergraduate women impacts eating disorder risk, other aspects of mental health, or health behaviors including dietary intake and physical activity.

designRandomized controlled trial. PARTICIPANTS/

settingUndergraduate women who had not engaged in dietary self-monitoring in the past year and who were at low-risk for an eating disorder participated between May and October 2019 (n = 200).

interventionParticipants were randomly assigned to engage in dietary self-monitoring via MyFitnessPal for approximately 1 month or to receive no intervention.

main outcome measuresSelf-report data on eating disorder risk, other mental health outcomes, and health behaviors were collected at baseline and post-intervention. STATISTICAL ANALYSES PERFORMED: Linear and logistic regressions were utilized to test hypotheses.

resultsAdherence to the intervention was high, with participants recording their dietary intake via MyFitnessPal on average 89.1% of days between baseline and post-intervention. Assignment to the intervention was not associated with changes in eating disorder risk, anxiety, depressive symptoms, body satisfaction, quality of life, nutritional intake, physical activity, screen time, or other forms of weight-related self-monitoring (all P > .05).

conclusionsAmong dietary self-monitoring naive undergraduate women with low-risk of an eating disorder, dietary self-monitoring via MyFitnessPal for 1 month did not increase eating disorder risk, impact other aspects of mental health, or alter health behaviors including dietary intake. The null results in our study may be due to the selection of a low-risk sample; future research should explore whether there are populations for whom dietary self-monitoring is contraindicated.

Indexed as

Diet RecordsHealth BehaviorMental HealthMobile ApplicationsEatingExerciseFeeding and Eating DisordersFeeding BehaviorFemaleHumansStudentsYoung AdultCalorie countingCollege healthDietary intakeEating disordersSelf-monitoring

Identifiers

PMID34427188
PMCPMC9109125
OpenAlexW3189669472

What OpenQuestion holds

Textmetadata
LicenceTDM
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.