Choi Kelvin, Wheeler William, Buckman Dennis W
Division of Intramural Research, National Institute on Minority Health and Health Disparities, 9000 Rockville Pike, Building 3 Room 5W05, Bethesda, MD 20892, USA.
Information Management Services, Inc., 1455 Research Blvd, Suite 315, Rockville, MD 20850, USA.
Prev Med Rep. 2024 Oct 13;47:102906. doi: 10.1016/j.pmedr.2024.102906. eCollection 2024 Nov.
Tobacco industry offers price promotions to promote cigarette smoking. Several social identities (e.g., women, people with low socioeconomic status) are independently associated with exposure and use of these promotions. We examined how combinations of social identities relate to use of cigarette price promotions.
We analyzed data from adults who reported current cigarette smoking and purchased their own cigarettes in the 1995-2019 U.S. Tobacco Use Supplement to the Current Population Survey (n = 35,749). We applied a statistical-learning boosting algorithm followed by weighted logistic regression models with 3-way interactions to identify combinations of social identities related to cigarette price promotion use.
This analysis revealed that use of cigarette price promotions varied greatly by combinations of social identities. For example, estimated 39.80% of Asian female adults living in the Midwest used these promotions in their last purchase. Meanwhile, estimated 2.80% of Asian male 31-45-year-old adults reported the same behavior. Additionally, American Indian/Alaskan Native peoples were indicated in four of the ten combinations of social identities with highest prevalence of cigarette price promotion use.
Our approach allowed for discovery of previously less appreciated social identities (e.g., race/ethnicity) related to high probability of using cigarette price promotions. These findings also revealed how combination of social-identity-related power dynamics may shape use of cigarette price promotions. Adopting this perspective in future surveillance and policy evaluation effort will provide better understanding in commercial tobacco use disparities.
烟草行业提供价格促销以促进吸烟。几种社会身份(例如女性、社会经济地位较低的人群)与接触和使用这些促销活动独立相关。我们研究了社会身份的组合如何与香烟价格促销的使用相关。
我们分析了1995 - 2019年美国当前人口调查烟草使用补充调查中报告当前吸烟并自己购买香烟的成年人的数据(n = 35749)。我们应用了一种统计学习提升算法,随后使用具有三向交互作用的加权逻辑回归模型来识别与香烟价格促销使用相关的社会身份组合。
该分析表明,香烟价格促销的使用因社会身份组合的不同而有很大差异。例如,估计居住在中西部的亚洲成年女性中有39.80%在最近一次购买中使用了这些促销活动。与此同时,估计2.80%的31 - 45岁亚洲成年男性报告了相同的行为。此外,在香烟价格促销使用患病率最高的十种社会身份组合中,有四种涉及美洲印第安人/阿拉斯加原住民。
我们的方法有助于发现以前较少被重视的与高概率使用香烟价格促销相关的社会身份(例如种族/族裔)。这些发现还揭示了与社会身份相关的权力动态组合可能如何影响香烟价格促销的使用。在未来的监测和政策评估工作中采用这一观点将有助于更好地理解商业烟草使用方面的差异。