Evidence map›Paper›PMID 40758693›Full record

ArticlePloS one2025

Smoking knowledge and decision in an era of widespread awareness: Persistent disparities and policy implications.

Miguel Antonio Garcia Estrada, Rutcher Madera Lacaza, Kent Jason Go Cheng

Abstract read
In one paragraph

Article in PloS one, 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

3 authors.

Miguel Antonio Garcia EstradaDepartment of Public Administration and Policy, School of Public and International Affairs, University of Georgia, Athens, GeorgiaUnited States of America.ORCID https://orcid.org/0000-0002-0898-2200
Rutcher Madera LacazaSchool of Statistics, University of the Philippines, Quezon City, Metro Manila, Philippines.ORCID https://orcid.org/0000-0003-0887-5728
Kent Jason Go ChengCenter for Healthy Aging, College of Health and Human Development, The Pennsylvania State University, University Park, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0002-8931-4086

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Years of anti-smoking campaigns to promote public awareness about smoking's negative health effects have resulted in increased awareness across a large segment of the population. Amid gains in smoking-related knowledge, important but unexplored questions remain about population-level trends and the continuing importance of knowledge-based anti-smoking policies. Using the Philippine case, this paper is the first to examine persistent disparities in knowledge on smoking's health risks and the continued importance of knowledge-based interventions in discouraging smoking. We also investigated whether knowledge moderates the effect of price on smoking decisions. For this cross-sectional study, we conducted ANOVA, Tukey HSD tests, and a two-part multivariate regression model on the 2009, 2015, and 2021 waves of the Philippine Global Adult Tobacco Survey. We used daily cigarette sticks smoked as the dependent variable and (a) a binary and discrete variable measuring smoking health risk, (b) a categorical variable for wealth quintile, and (c) an interaction term as the main independent variables. We found that knowledge on smoking's ill health effects, by itself, continues to be negatively associated with smoking, even as 9 out of 10 individuals already possess knowledge about smoking's health risks. Individuals who view smoking as addictive and as having ill health effects smoke 1 stick (10.8% of average sticks) less. Persistent disparities in knowledge between the lowest and highest wealth groups were observed. Despite significant gains in population-wide smoking-related knowledge, disparities across socioeconomic groups persist. Closing knowledge-based disparities calls for approaches that are tailored to the needs of different groups, particularly less affluent individuals.

Indexed as

Decision MakingHealth Knowledge, Attitudes, PracticeSmokingAdolescentAdultAwarenessCross-Sectional StudiesFemaleHealth PolicyHumansMaleMiddle AgedPhilippinesYoung Adult

Identifiers

PMID40758693
PMCPMC12321053

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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.