Evidence map›Paper›PMID 39754110›Full record

ArticleBMC public health2025

A staged integrated model informing the promotion of healthy dietary behaviors in adolescents: a prospective study.

Qijiao Liu, Huanyu Xu, Zihao Yuan, Lan Yu, Ruizhe Shang, Wanjie Tang, Yuchen Li, Shiying Li, Qiaolan Liu

Abstract read
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Article in BMC public health, 2025. 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

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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

9 authors.

Qijiao LiuDepartment of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Research Center for Palliative Care, West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, P.R. China.
Huanyu XuLongquanyi District of Chengdu Maternity and Child Health Care Hospital, Chengdu, P.R. China.
Zihao YuanDepartment of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Research Center for Palliative Care, West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, P.R. China.
Lan YuDepartment of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Research Center for Palliative Care, West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, P.R. China.
Ruizhe ShangDepartment of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Research Center for Palliative Care, West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, P.R. China.
Wanjie TangInstitute for Research on the Health of New Productive Forces, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, P.R. China.
Yuchen LiMental Health Center, West China Hospital of Sichuan University, Chengdu, P.R. China.
Shiying LiDepartment of Sociology and Psychology, School of Public Administration, Sichuan University, Chengdu, P.R. China.
Qiaolan LiuDepartment of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Research Center for Palliative Care, West China-PUMC C.C. Chen Institute of Health, Sichuan University, Chengdu, P.R. China. liuqiaol@scu.edu.cn.

Funding

National Natural Science Foundation of China 81472994
6 · The paper itself

Abstract

backgroundThe promotion of healthy dietary behaviors in adolescence is critical, which have long-term implications for lifelong health. Integration is an important method for improving limited theories of dietary behavior change. The present study proposes an integrated model aimed at identifying the diverse determinants of healthy dietary behaviors in adolescents and assesses its stage-specific nature as the potential for effective interventions.

methodsA two-year prospective study was conducted in southwest China, involving a sample of 1990 adolescents (mean age: 15.06 years) from two randomly selected secondary schools. A total of 765 adolescents were exposed to the three-phase interventions while 1225 adolescents participated as the control group. The interventions aimed to promote healthy dietary behaviors in adolescents, which included health education sessions and health handbooks targeting specific constructs of the integrated model. The follow-up surveys after corresponding interventions were performed every six months. Self-reported frequency of healthy dietary behaviors, psychological constructs integrated from Health Action Process Approach, Health Belief Model, and Theory of Planned Behavior, as well as anxiety symptoms were measured.

resultsWithin structural equation modeling controlling for past behavior, the integrated model accounted for 61.7% variance of behavioral intentions and 19.1% variance of healthy dietary behaviors, and showed discontinuity patterns across behavior change phases. The pivotal constructs included outcome expectancies, perceived severity, subjective norms, action self-efficacy, behavioral intentions, action planning, and maintenance self-efficacy. Anxiety was an emotional barrier in the dietary behavior modification (β = -0.113, P < .001). Interventions within the staged integrated model, led to increased adoption of healthy dietary behaviors in intervention group compared to control group (33.40% vs. 25.70%, P < .05), indicating certain effectiveness, particularly in targeting action self-efficacy (stronger direct effects on behavioral intentions and maintenance self-efficacy, β = 0.489 to 0.704, P < .001).

conclusionsThe staged integrated model provides a detailed understanding of the determinants of healthy dietary behaviors in adolescence, highlighting anxiety as an emotional barrier that impedes positive cognition and healthy dietary behaviors. It provides valuable guidance for future interventions targeting specific constructs across behavior change phases, with particular emphasis on enhancing action self-efficacy.

Indexed as

Diet, HealthyHealth PromotionAdolescentAdolescent BehaviorChinaFemaleHealth BehaviorHealth Belief ModelHumansMaleProspective StudiesAdolescentsBehavior changeDietHealth action process approachIntegrated theoryStage model

Identifiers

PMID39754110
PMCPMC11697508

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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 OpenQuestion graph.