Modeling Addictive Consumption as an Infectious Disease.

Benjamin Alamar, Stanton A Glantz
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Abstract

The dominant model of addictive consumption in economics is the theory of rational addiction. The addict in this model chooses how much they are going to consume based upon their level of addiction (past consumption), the current benefits and all future costs. Several empirical studies of cigarette sales and price data have found a correlation between future prices and consumption and current consumption. These studies have argued that the correlation validates the rational addiction model and invalidates any model in which future consumption is not considered. An alternative to the rational addiction model is one in which addiction spreads through a population as if it were an infectious disease, as supported by the large body of empirical research of addictive behaviors. In this model an individual's probability of becoming addicted to a substance is linked to the behavior of their parents, friends and society. In the infectious disease model current consumption is based only on the level of addiction and current costs. Price and consumption data from a simulation of the infectious disease model showed a qualitative match to the results of the rational addiction model. The infectious disease model can explain all of the theoretical results of the rational addiction model with the addition of explaining initial consumption of the addictive good.

成瘾消费作为一种传染病的建模
经济学中成瘾消费的主导模型是理性成瘾理论。在这个模型中,成瘾者根据他们的成瘾程度(过去的消费)、当前收益和所有未来成本来选择他们将要消费多少。对卷烟销售和价格数据的几项实证研究发现,未来价格和消费与当前消费之间存在相关性。这些研究认为,这种相关性验证了理性成瘾模型,并使任何不考虑未来消费的模型无效。理性成瘾模型的另一种选择是,成瘾在人群中传播,就像它是一种传染病一样,这得到了大量成瘾行为实证研究的支持。在这个模型中,一个人对某种物质上瘾的可能性与他们的父母、朋友和社会的行为有关。在传染病模型中,当前消费仅基于成瘾水平和当前成本。从传染病模型的模拟中得到的价格和消费数据与理性成瘾模型的结果在质量上是一致的。传染病模型可以解释理性成瘾模型的所有理论结果,并增加了对成瘾商品初始消费的解释。
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