Back

National survey on use of mobile food delivery services during school hours in the United States

Matsuzaki, M.; Ting, A. W.; Birk, N.; Acosta, M. E.; Tarazona-Meza, C. E.; Sanchez, B. N.; Sanchez-Vaznaugh, E. V.; Bromage, S.

2025-11-15 nutrition
10.1101/2025.11.12.25339631 medRxiv
Show abstract

BackgroundFederal and state school nutrition policies over the past 20 years have improved nutritional quality of school meals, childrens diet quality, and childhood obesity prevalence in the United States. However, increasing use of mobile food delivery apps during school hours may introduce new dietary risks among adolescents. This study aimed to assess the usage patterns and perceptions of mobile food delivery during school hours among adolescents. MethodsWe administered a national online survey in July-August 2025 using the AmeriSpeak Teen Omnibus platform administered by NORC at the University of Chicago. The respondents were 1,027 adolescents aged 13-17 years. We estimated and statistically compared survey-weighted distributions of self-reported types and frequencies of mobile food app usage characteristics during and after school by age, sex, race/ethnicity, household income levels, and regional strata using Chi-squared tests. We also conducted thematic analyses of responses to an open-ended question asking whether participants supported or opposed usage of mobile food delivery services during school hours. ResultsNearly 1 in 4 adolescents used mobile food delivery services during school hours and nearly half used them after school. Large proportions of adolescents (58.8% and 34.1%) used these services to order fast foods and sugar-sweetened beverages, respectively, while grain bowls, fruit, non-deep fried vegetables, and unsweetened beverages were less popular. About 34% of adolescents in the western U.S. attended schools that allowed mobile food delivery during school hours, a substantially higher proportion than other national regions; however, adolescents in the west more frequently avoided using these services due to the perceived high costs. Nearly half of the respondents support the idea of mobile food delivery during school hours, although distraction from their learning environment was a major concern regardless of their support or opposition. ConclusionsMobile food delivery during school hours is a relatively new method of food acquisition for adolescent students. School nutrition policy should consider students access to and usage patterns of both physical and digital food environments to help ensure development of lifelong healthy eating habits among adolescents.

Published in Journal of Medical Internet Research (predicted rank #8) · training set

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.