Related Experiment Video
Updated: May 17, 2026

Control of Eating Behavior Using a Novel Feedback System
Published on: May 8, 2018
Fruit and vegetable intake and eating behaviors mediate the effect of a randomized text-message based weight loss
Gregory J Norman1, Julia K Kolodziejczyk, Marc A Adams
1Department of Family and Preventive Medicine, University of California, La Jolla, CA 92093-0811, USA. gnorman@ucsd.edu
Introduction:
We hypothesized that fruit/vegetable intake and eating behaviors mediate the relationship between experimental condition and weight loss in a randomized trial evaluating a text-message based weight loss program.
Methods:
Overweight/obese individuals from San Diego, CA (N = 52 with complete data) were randomly assigned in 2007 into one of two groups for four months: 1) the intervention group that received 2-5 weight management text-messages p/day; 2) the usual-care comparison group. Three 24-hour recalls assessed fruit/vegetable intake change and the eating behavior inventory (EBI) measured change in eating behaviors. Regression path models tested intervention mediation.
Results:
Direct effects of the intervention were found for change in body weight (b = -3.84, R(2) = 0.074), fruit/vegetable intake (b = 2.00, R(2) = 0.083), and EBI scores (b = 7.15, R(2) = 0.229) (ps < 0.05). The treatment group to weight change path was not statistically significant (b = -0.673, R(2) = 0.208) when fruit/vegetable intake change and EBI score change were specified as intervention mediators in the model. The total indirect effect was 3.17 lb indicating that the indirect paths explained 82.6% of the total effect on weight change.
Discussion:
Fruit/vegetable intake and eating behaviors mediated the intervention's effect on weight change. The findings suggest that sending text-messages that promote healthy eating strategies resulted in moderate short-term weight loss.
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