Evidence map›Paper›PMID 41846831›Full record

ArticleFrontiers in public health2026

Study on adolescents' smoking intentions: the influence of peer smoking and the mediating roles of beliefs and attitudes toward smoking behavior.

Liangliang Gong, Zanzan Zhang, Liping Wang, Zhidong Rong

Abstract read
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Article in Frontiers in public health, 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

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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

4 authors.

Liangliang GongCixi Center for Disease Control and Prevention, Cixi, China.
Zanzan ZhangCixi Center for Disease Control and Prevention, Cixi, China.
Liping WangCixi Center for Disease Control and Prevention, Cixi, China.
Zhidong RongCixi Center for Disease Control and Prevention, Cixi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Reducing adolescents' smoking rates is an important priority for global public health. Smoking intention is the most direct factor influencing smoking behavior and the best predictor of its occurrence. Smoking intention is influenced by peer smoking behavior, which strengthens adolescents' willingness to smoke. Understanding adolescents' smoking intentions and their influencing factors will be a key component of future tobacco control. This study aims to explore the relationship between peer smoking and adolescents' future smoking intentions, investigate the potential roles of beliefs and attitudes toward smoking behavior in this process, and identify the pathways among these variables. Method: A multi-stage stratified cluster sampling method was adopted to select 4,617 students from 16 junior and senior high schools in Cixi City as study subjects. The Results: Among participants, 2,359 (51.1%) were male, and 2,258 (48.9%) were female. SEM showed a significant mediating effect of beliefs and attitudes toward smoking behavior in the relationship between peer smoking and adolescents' future smoking intentions. This mediating effect consists of two pathways: the independent mediating effect of attitudes toward smoking behavior, and the chain mediating effect of beliefs and attitudes toward smoking behavior. Through bootstrap testing, the standardized total effect was 0.233 (0.185-0.280), the standardized direct effect was 0.167 (0.119-0.216), accounting for 71.7% of the standardized total effect, and the standardized indirect effect was 0.066 (0.049-0.081), accounting for 28.3%. Conclusion: Peer smoking not only directly enhances adolescents' future smoking intentions but also indirectly reinforces this effect by altering their beliefs and attitudes toward smoking behavior. Therefore, conducting precise interventions targeting beliefs and attitudes toward smoking behavior can effectively mitigate the negative influence of peer smoking, thereby providing empirical evidence for adolescent tobacco control strategies.

Indexed as

Adolescent BehaviorHealth Knowledge, Attitudes, PracticeIntentionPeer GroupSmokingAdolescentChinaFemaleHumansMaleStudentsSurveys and Questionnairesadolescentsmediation effectpeer smokingsmoking behaviorsmoking intention

Identifiers

PMID41846831
PMCPMC12989570

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LicenceCC BY
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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.