Garcia Estrada Miguel Antonio, Lacaza Rutcher Madera, Go Cheng Kent Jason
Department of Public Administration and Policy, School of Public and International Affairs, University of Georgia, Athens, GeorgiaUnited States of America.
School of Statistics, University of the Philippines, Quezon City, Metro Manila, Philippines.
PLoS One. 2025 Aug 4;20(8):e0329691. doi: 10.1371/journal.pone.0329691. eCollection 2025.
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.
多年来的反吸烟运动旨在提高公众对吸烟有害健康影响的认识,这使得大部分人群的认识有所提高。在与吸烟相关的知识有所增加的同时,关于人群层面的趋势以及基于知识的反吸烟政策的持续重要性,仍存在一些重要但未被探讨的问题。本文以菲律宾为例,首次研究了在吸烟健康风险知识方面持续存在的差异,以及基于知识的干预措施在劝阻吸烟方面的持续重要性。我们还调查了知识是否会调节价格对吸烟决策的影响。对于这项横断面研究,我们对2009年、2015年和2021年的菲律宾全球成人烟草调查数据进行了方差分析、图基HSD检验和两部分多元回归模型。我们将每日吸烟支数作为因变量,将(a)一个衡量吸烟健康风险的二元离散变量、(b)一个财富五分位数的分类变量以及(c)一个交互项作为主要自变量。我们发现,尽管十分之九的人已经了解吸烟的健康风险,但关于吸烟有害健康影响的知识本身仍然与吸烟呈负相关。认为吸烟会上瘾且有害健康的人吸烟量减少1支(占平均吸烟量的10.8%)。观察到最低和最高财富群体在知识方面存在持续差异。尽管在全人群与吸烟相关的知识方面取得了显著进展,但社会经济群体之间的差异仍然存在。消除基于知识的差异需要采取针对不同群体需求的方法,特别是针对较不富裕的个人。