A Dynamic Model of Rational Addiction with Stockpiling and Learning: An Empirical Examination of E-cigarettes

Abstract

Current regulations on e-cigarettes are minimal compared with cigarette regulations, despite their growing popularity globally. Advocates of e-cigarettes claim that they aid in ceasing smoking habits. However, leaving e-cigarettes unregulated has raised growing health concerns. Policymakers in several countries, including the United States and those in Europe, are considering and experimenting with policy interventions. To evaluate current policies and implement potential regulations on e-cigarettes, policymakers must understand the impact of e-cigarettes on consumers’ smoking behaviors. To address this issue, we construct a dynamic structural model that incorporates consumers’ purchases and consumption behaviors of both cigarettes and e-cigarettes. The results from our proposed model indicate that consumption of e-cigarettes promotes, rather than counteracts, smoking. This is because the less costly e-cigarettes incentivize consumers to build their addiction to nicotine, which, in return, increases future consumption of both cigarettes and e-cigarettes. This finding calls for regulations on e-cigarettes. We then conduct counterfactual analyses to evaluate two policy regulations on e-cigarettes: (1) e-cigarette taxes and (2) price regulation. Because both of these policies have been discussed extensively in both the United States and many countries in the European Union, results of our policy simulations address these policy debates. We find that both are effective in reducing overall consumption of cigarettes and e-cigarettes. We also examine the role of consumers’ heterogeneity on the simulation results as well as the policy implications. We conclude with future research directions, such as inclusion of social influence and cross-selling marketing. This paper was accepted by Matthew Shum, marketing.

An empirical analysis of navigation behaviors across stock and cryptocurrency trading platforms: implications for targeting and segmentation strategies

“…However, in our study, addiction is considered a strong habit effect [ 33 ]. Thus, in a similar manner to the addiction model of Chen and Rao [ 16 ] and Gordon and Sun [ 30 ], we define the term of addiction, , as a cumulative consumption from the past with carryover weight . …”

“…Also noteworthy is that the consumption in our context of trading app usage (time spent on trading apps) does not involve the stockpiling effects of physical consumer goods (e.g., cigarettes in Chen and Rao [ 16 ] and Gordon and Sun [ 30 ]). Thus, the term in (6) may well capture addiction if it were compared to physical consumer goods.…”

Investigating the Effects of Excise Taxes, Public Usage Restrictions, and Antismoking Ads Across Cigarette Brands

“…While our results highlight the role of countermarketing in the cigarette category, we do note that this category has evolved in a unique manner. Specifically, product innovation in the form of ecigarettes has had a significant impact on the category (Tuchman 2019;Chen and Rao 2020). We selected our data-collection window partly to minimize the impact of the diffusion of electronic cigarettes on traditional cigarettes.…”