Evidence map›Paper›PMID 41695786›Full record

ArticleTobacco use insights2026

Early Initiation of Tobacco Use and its Socio-Demographic Correlates in India: Evidence From the Global Adult Tobacco Survey (GATS-2).

Vini Mehta, Anil Pardeshi, Rayhan Rahman, Toufiq Noor, Ankita Mathur

Abstract read
In one paragraph

Article in Tobacco use insights, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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

5 authors.

Vini MehtaFaculty of Dentistry, University of Ibn al-Nafis for Medical Sciences, San'a, Yemen.ORCID https://orcid.org/0000-0003-4174-907X
Anil PardeshiGlobal Research Cell, Dr. D. Y. Patil Medical College Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, India.
Rayhan RahmanDepartment of Dental Research Cell, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, India.
Toufiq NoorDepartment of Dental Research Cell, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, India.
Ankita MathurDepartment of Dental Research Cell, Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Tobacco use is a leading cause of preventable morbidity and mortality globally, with early initiation strongly linked to lifelong dependence and adverse health outcomes. In India, socio-cultural and economic heterogeneity complicates tobacco control, particularly among youth. Understanding early initiation patterns is essential for designing age-targeted interventions. Aim: The present study aims to use GATS-2 data to estimate the age of initiation of tobacco use in India, assess the prevalence of early initiation across population subgroups, and identify its key socio-demographic and economic correlates. Methods: We analyzed data from GATS-2 (2016-17), a nationally representative cross-sectional survey in India. The sample included 7647 ever-smokers and 12 772 ever-users of smokeless tobacco aged ≥15 years. Early initiation was defined as starting tobacco use at age ≤14. Weighted bivariate and multivariate logistic regression analyses were performed using STATA v17.0. Results: Early initiation occurred in 8.0% of smokers and 10.4% of smokeless users, with over half initiating between ages 15-24. Scheduled Tribes and Muslims had higher early use, while education showed a strong protective effect; postgraduates were 87% less likely to initiate early. Students (AOR = 5.31) and the unemployed (AOR = 2.14) faced greater risk. Rural residence lowered odds for early smoking (AOR = 0.22) but increased it for smokeless use (AOR = 1.16). Females had 36% higher odds for early smokeless tobacco use. High-burden states included Sikkim, Bihar, Odisha, and Arunachal Pradesh. Conclusions: Early tobacco initiation in India is prevalent among youth, marginalized groups, and certain regions. Strengthened education, policy enforcement, and culturally tailored interventions are vital to curb long-term dependence.

Indexed as

adolescent tobacco useGATS Indiasmokeless tobaccotobacco preventionyouth vulnerability

Identifiers

PMID41695786
PMCPMC12905066

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.