Effect of tobacco sales bans on retail sales in Beverly Hills and Manhattan Beach, California, USA: a synthetic difference-in-differences analysis

烟草销售禁令对美国加利福尼亚州比佛利山庄和曼哈顿海滩零售业的影响:一项综合双重差分分析

阅读:4

Abstract

BACKGROUND: On 1 January 2021, Beverly Hills and Manhattan Beach, California, became the first cities in the USA to ban tobacco product sales. We evaluated the effects of these policies on the sale of tobacco products and non-tobacco products by store in each city and its neighbouring area. METHODS: We used custom NielsenIQ retail scanner data by product and store to estimate actual and counterfactual sales trends for a set of convenience, grocery and drug stores in Beverly Hills and Manhattan Beach and their border areas using synthetic difference-in-differences models. Tobacco product unit sales were estimated overall and by tobacco product category. We also estimated changes in dollar sales of total non-tobacco products to evaluate broader economic impacts. RESULTS: Tobacco sales in included stores ceased within 3 months of the policy going into effect in Beverly Hills and nearly ceased by December 2021 in Manhattan Beach. A shift in cross-border shopping was detected for cigars only. Non-tobacco product sales did not significantly change in either city or the border area. CONCLUSION: The tobacco sales bans in Beverly Hills and Manhattan Beach nearly eliminated local tobacco sales in the included stores, without prompting substantial cross-border shopping. Stability of non-tobacco product sales for included stores suggests these policies did not adversely affect local retail economies. These results suggest the viability of tobacco sales bans as an effective tobacco control strategy.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。