Evidence map›Paper›PMID 41283051›Full record

ArticleFrontiers in public health2025

Association between health literacy and the time to first cigarette among daily smokers in Zhejiang Province, China.

Xiujing Hu, Dingming Yao, Heni Chen, Qiaohong Lv, Xiaotong Yan, Yusui Zhao, Xuehai Zhang, Yue Xu

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Xiujing HuDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Dingming YaoDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Heni ChenDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Qiaohong LvDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Xiaotong YanDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Yusui ZhaoDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Xuehai ZhangDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Yue XuDepartment of Health Education, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Nicotine dependence significantly impedes smoking cessation efforts, yet limited research has explored its relationship with health literacy in the Chinese context. This study aimed to investigate the association between health literacy and nicotine dependence among daily smokers in Zhejiang Province, China, with particular focus on potential threshold effects. Methods: We conducted a cross-sectional study involving 3,235 daily smokers (99.23% male) from the 2022 Chinese Health Literacy Survey in Zhejiang Province. Health literacy was assessed using a validated Chinese health literacy scale (0-66 points), while nicotine dependence was measured by time to first cigarette (TTFC ≤ 30 min indicating high dependence). Multivariable logistic regression and threshold effect analysis were conducted to examine the relationship between health literacy levels and nicotine dependence. Results: Health literacy was significantly inversely associated with high nicotine dependence across all models (fully-adjusted Conclusion: Health literacy exhibits an independent, protective association against nicotine dependence among daily smokers in this predominantly male sample, with effects becoming pronounced above the adequacy threshold. These findings suggest that integrating tobacco control objectives within China's existing health literacy promotion framework may enhance smoking cessation efforts and reduce nicotine dependence, particularly in regions like Zhejiang Province that continue to face high male smoking prevalence despite active tobacco control policies.

Indexed as

Health LiteracySmokersSmokingTobacco Use DisorderAdolescentAdultChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedSmoking CessationSurveys and QuestionnairesTime Factorsdaily smokershealth literacynicotine dependencethreshold effecttime to first cigarette

Identifiers

PMID41283051
PMCPMC12631202

What OpenQuestion holds

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Registered trials

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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.