Liu Lu, Chen Kevin
Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, China.
China Academy for Rural Development, Zhejiang University, Hangzhou, Zhejiang, China.
PLoS One. 2025 Jan 24;20(1):e0316891. doi: 10.1371/journal.pone.0316891. eCollection 2025.
Sugar-sweetened beverages (SSBs) and cigarettes are addictive substances and addictive substances are often related in consumption with each other. However, the potential interdependence between SSB and cigarette consumption has not been explored in the literature. As SSB and cigarette consumption have posed a great threat to individual health, the knowledge of such interdependence is critical for policymakers to design and coordinate government interventions. We thus employed Heckman sample selection model and simultaneous equation model to identify and validate the interdependence between SSB and cigarette consumption across subgroups exhibiting different smoking behaviors with individual-level data from the China Health and Nutrition Survey (CHNS) during the period from 2004 to 2011. We find that SSBs and cigarettes are complements in that individuals who ever smoked are more likely to consume SSBs frequently with higher level of SSB intake eventually and SSB intake of current smokers increases along with the amount of cigarettes smoked. SSBs and cigarettes are also substitutes in that former smokers are more likely to consume SSBs compared with current smokers. The complementary relation observed among current smokers implies that government interventions targeting one of the two goods may yield a double dividend effect on health whereas the substitutable relation displayed by former smokers suggests that the health effect of interventions designed to reduce the consumption of one good may be tempered by an elevated demand for the other.
含糖饮料(SSB)和香烟都是成瘾性物质,而成瘾性物质在消费上往往相互关联。然而,文献中尚未探讨SSB消费与香烟消费之间潜在的相互依存关系。由于SSB和香烟消费对个人健康构成了巨大威胁,了解这种相互依存关系对于政策制定者设计和协调政府干预措施至关重要。因此,我们运用赫克曼样本选择模型和联立方程模型,利用2004年至2011年期间中国健康与营养调查(CHNS)的个体层面数据,识别并验证了不同吸烟行为亚组中SSB消费与香烟消费之间的相互依存关系。我们发现,SSB和香烟是互补品,即曾经吸烟的人更有可能频繁消费SSB,最终摄入更高水平的SSB,而且当前吸烟者的SSB摄入量会随着吸烟量的增加而增加。SSB和香烟也是替代品,因为与当前吸烟者相比,曾经吸烟者更有可能消费SSB。当前吸烟者中观察到的互补关系意味着,针对这两种商品之一的政府干预措施可能会对健康产生双重红利效应,而曾经吸烟者表现出的替代关系则表明,旨在减少一种商品消费的干预措施对健康的影响可能会因对另一种商品需求的增加而减弱。