Evidence map›Paper›PMID 40815924›Full record

ArticleEating behaviors2025

Exploring reward, weight, and processed foods as mechanisms of binge eating and food addiction.

Kathryn E Smith, Zoya Khalil, Shirley Li, Tyler B Mason

Abstract read
In one paragraph

Article in Eating behaviors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Kathryn E SmithDepartment of Psychiatry and Behavioral Sciences, University of Southern California, Los Angeles, CA, USA. Electronic address: ksmith41@usc.edu.
Zoya KhalilKeck School of Medicine of University of Southern California, Los Angeles, CA, USA.
Shirley LiKeck School of Medicine of University of Southern California, Los Angeles, CA, USA.
Tyler B MasonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.

Funding

Biobehavioral self-regulatory processes underlying real-time binge eating symptoms and obesity riskK23DK128568 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI SMITH, KATHRYN ELIZABETH · 2021 to 2025
$957k
Biobehavioral Effects of Inhibitory Control on Eating and Diet Behaviors Among AdolescentsK01DK124435 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MASON, TYLER · 2020 to 2024
$736k
NIDDK NIH HHS K01 DK124435NIDDK NIH HHS K23 DK128568
6 · The paper itself

Abstract

Binge eating is related to excess weight gain and food addiction (FA) - i.e., a syndrome characterized by compulsive overeating of highly processed foods (HPF). However, little is known regarding shared and distinct mechanisms of binge eating and FA. This study examined how body mass index (BMI), reward responsiveness (RR), and changes in highly processed food (HPF) consumption interact to predict binge frequency and FA symptoms among 153 young adults who varied in FA and eating disorder symptoms. Participants were assessed for six months and completed questionnaires at baseline, 3-month, and 6-month follow-ups. Multilevel models examined the independent and interactive effects of RR, baseline BMI, and within-person change in HPF consumption as predictors of change in FA symptoms and binge frequency. A 3-way interaction showed RR was negatively associated with FA symptoms for participants with mean and high BMI levels (i.e., those with overweight/obesity), particularly at high levels of HPF consumption (B = -0.01, p = .025). In contrast, RR was positively associated with FA for participants with lower BMI, particularly at high HPF consumption. A 2-way interaction showed RR was positively associated with binge frequency (regardless of BMI), and this association was stronger at higher HPF consumption (B = 0.06, p = .044). Findings suggest the association between RR and addictive eating tendencies could change with weight gain, consistent with prior theory. Further, increased HPF intake may exacerbate the effects of hypo- or hypersensitivity to reward on dysregulated eating such as binge eating and FA.

Indexed as

Body WeightBulimiaFast FoodsFeeding BehaviorFood AddictionRewardAdolescentAdultBody Mass IndexFemaleFood, ProcessedHumansMaleYoung AdultBinge eatingEating disorderFood addictionObesityProcessed foodReward

Identifiers

PMID40815924
PMCPMC12439117

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.