Evidence mapPaperPMID 42548685Full record

ArticleFrontiers in nutrition2026

The impact of ultra-processed foods on social development of adolescent: differences by gender and only child status.

Chenchen Liu, Zhiwen Yang, Yuke Yang, Xinxin Lai, Yan Gao

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Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Chenchen LiuSchool of Medical Information Engineering, Jining Medical University, Jining, Shandong, China.
Zhiwen YangSchool of Physical Education, Shandonghity University, Jinan, Shandong, China.
Yuke YangDepartment of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.
Xinxin LaiSchool of Physical Education, Shandonghity University, Jinan, Shandong, China.
Yan GaoSchool of Physical Education, Shandonghity University, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study sought to examine the relationship between the consumption of ultra-processed foods (UPF) and both social skills (SS) and antisocial behavior (ASB) in Chinese adolescents, while also exploring the potential moderating effects of gender and only child status. Methods: A longitudinal study was conducted with 3,206 adolescents (1,510 males, 1,696 females; mean age 13.62 ± 14.09 years). The first wave of data was collected in the autumn of 2021, and the second wave was collected in the autumn of 2022 through follow-up surveys. UPF intake was assessed using the NOVA classification system. SS and ASB, measured using the School Social Behavior Scale (SSBS), were analyzed using fixed-effects models to control for all time-invariant confounders. Results: Specific UPF subtypes showed differential effects: processed meat was associated with improved SS across all groups, while instant noodles and Western fast food negatively affected SS and positively predicted ASB. Sugar beverage was significantly associated with higher ASB in girls and non-only children, while no significant effect was observed in boys or only child. Snacks and desserts were positively associated with SS in boys and only child but were negatively linked to SS in girls. Fried foods were associated with greater ASB in only children. Conclusion: UPF consumption is significantly associated with SS deficits and increased ASB among Chinese adolescents, with notable variations by UPF subtype, gender, and only child status. These findings highlight the importance of considering family context and gender in dietary intervention strategies aimed at improving psychosocial outcomes.

Indexed as

antisocial behaviorgenderonly child statussocial skillultra-processed food

Identifiers

PMID42548685
PMCPMC13429423

What Socratic holds

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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 Socratic graph.