Evidence map›Paper›PMID 42074433›Full record

ArticleInternational journal of environmental research and public health2026

The Impact of the Transition into First Employment on Smoking Behavior Among Young Workers in China.

Lingyun Meng, Yuxiao Hu, Jinqing Tao, Rong Zheng

Abstract read
In one paragraph

Article in International journal of environmental research and 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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Lingyun MengSchool of International Trade and Economics, University of International Business and Economics, Beijing 100029, China.ORCID 0009-0007-9646-6081
Yuxiao HuSchool of International Trade and Economics, University of International Business and Economics, Beijing 100029, China.
Jinqing TaoSchool of International Trade and Economics, University of International Business and Economics, Beijing 100029, China.ORCID 0009-0006-1574-6157
Rong ZhengSchool of International Trade and Economics, University of International Business and Economics, Beijing 100029, China.ORCID 0000-0001-5870-6821

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Existing research highlights the importance of young people in smoking prevention efforts, yet the smoking behavior of young workers remains underexplored. This study aims to examine whether the transition into first employment influences cigarette smoking among young Chinese workers and to explore the underlying mechanisms. Using data from the China Family Panel Studies (CFPS) and a difference-in-differences approach, we find that the transition into first employment significantly increases smoking intensity. Further analysis shows that this transition is associated with reduced life satisfaction, reflecting exposure to occupational stress such as high workload and time pressure, for which smoking may serve as a coping strategy. In addition, the transition into first employment is associated with increased drinking frequency, indicating greater social engagement in workplace settings where smoking and drinking are often embedded in social interactions. These findings suggest that tobacco control policies should target the first employment transition period by enforcing smoke-free regulations in workplaces and by integrating smoking prevention into pre-employment health education. Focusing on young workers during their first entry into the labor market offers a promising strategy to reduce future smoking prevalence in China.

Indexed as

EmploymentSmokingAdolescentAdultChinaFemaleHumansMaleYoung AdultChinaemployment transitionsmoking behavioryoung workers

Identifiers

PMID42074433
PMCPMC13116822

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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.