Evidence map›Paper›PMID 40413691›Full record

ArticleJournal of prevention (2022)2025

Scrutinizing Socio-Economic Determinants of Adolescent Tobacco Uptake in Türkiye: An Empirical Overview.

Buket Aydın, Kübra Bozma, Rahman Aydın, Gürkan Bozma

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Article in Journal of prevention (2022), 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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0citing papers in PubMed
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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.

Buket AydınDepartment of Economics, College of Economics and Administrative Sciences, Atatürk University, 25000, Erzurum, Turkey.ORCID http://orcid.org/0000-0002-6204-0505
Kübra BozmaDepartment of Economics, College of Economics and Administrative Sciences, Atatürk University, 25000, Erzurum, Turkey. kubra.akdas@atauni.edu.tr.ORCID http://orcid.org/0000-0002-6536-1953
Rahman AydınDepartment of Economics, College of Economics and Administrative Sciences, Erzurum Teknik University, 25000, Erzurum, Turkey.ORCID http://orcid.org/0000-0003-0440-7468
Gürkan BozmaDepartment of Economics, College of Economics and Administrative Sciences, Igdir University, 76000, Iğdır, Turkey.ORCID http://orcid.org/0000-0003-4047-9012

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The prevalence of tobacco use among young individuals is a significant public health concern. This study investigated the socioeconomic factors that contribute to smoking behavior among Turkish adolescents using a Zero-Inflated Ordered Probit model. We gathered smoking prevalence data (38,182 people, aged 11-18) from Türkiye from the Global Youth Tobacco Survey organized by the World Health Organization. The results show that adolescents exhibit lower rates of smoking, and parental employment acts as a deterrent to adolescent smoking. There is a higher probability that young individuals who frequently smoke and have mothers with a higher level of education will quit smoking. In addition, the results indicate that for individuals who are smokers or non-smokers, advertisements on several platforms, such as social media, increase the probability of initiating tobacco usage. Moreover, as age and gender play a significant role in influencing smoking habits, income has a paradoxical relationship with more frequent smoking. This study demonstrated the complex relationships between economic, educational, and environmental factors and adolescent smoking. This study recommends implementing focused and varied public health interventions in Türkiye to address youth smoking, considering socioeconomic factors and family dynamics.

Indexed as

Adolescent BehaviorSmokingTobacco UseAdolescentChildFemaleHumansMalePrevalenceSocioeconomic FactorsTurkeySocioeconomicTobaccoYouthZIOP

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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.