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Updated: Sep 19, 2025

Concept Development and Use of an Automated Food Intake and Eating Behavior Assessment Method
Published on: February 19, 2021
Evaluating adolescent eating autonomy through ecological momentary assessment
Amanda M Ziegler1,2,3, Lori A Hatzinger1,4, Rachel A Barich1,4
1Nutrition & Health Research Lab, University at Buffalo, Buffalo, NY 14214, United States.
Background:
Adolescence is marked by increases in autonomy, establishment of health behaviors, and changes in self-regulation. Numerous facets of adolescents' eating behavior occur in the context of increased autonomy, including food choices when apart from parents/caregivers, on weekend times with less structure than the school week, and during snacking occasions (versus meals). While previous studies have examined situations with assumed autonomy differences, ours is the first to directly examine eating autonomy in adolescents' food choices, using a momentary design.
Purpose:
The purpose of this study was to examine the construct of eating autonomy through smartphone-based ecological momentary assessment (EMA).
Methods:
Over seven days, adolescents (n = 48; 12-17y) reported their perceived control in selecting recent food/drinks alongside contextual data from each eating occasion. We hypothesized that, within-subjects, eating autonomy would be higher on weekends, during snacks, and when eating with friends/peers compared to weekdays, during meals, and eating with parents respectively. We also hypothesized that there would be between-subjects differences in adolescents' eating autonomy by age and gender.
Results:
Generalized Linear Mixed Models (GLMM) analyses found within-subjects effects showing higher autonomy during snacks and when eating alone, whereas autonomy decreased when eating with parents and during after-school and dinnertimes. There was no significant association between age and eating autonomy.
Conclusions:
These findings suggest that adolescents demonstrate significant autonomy over food choices, that varies by social context, type of eating occasion, and time of day. Understanding these patterns can inform adolescent-focused and parental support interventions aimed at improving adolescents' dietary behaviors by targeting specific contexts where autonomy is greater. The insights gained from this study can help shape strategies that promote healthier eating habits among adolescents by enhancing their decision-making autonomy in various contexts.
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