一种香烟转换模型:推导与数值模拟

Michael Masiya
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摘要

我提出了一个香烟转换模型,它解释了影响任何类别香烟消费变化的关键变量和参数,最终目标是估计走私香烟消费背后的驱动因素,并确定调整哪些变量以减少消费者最终转向走私香烟,从而减少经济中走私香烟的数量。本文提供了洞察不同类别的香烟的响应变化的参数值,影响他们在每一个水平。首先,模拟结果表明,在无替代均衡(NAE)下,国产卷烟将持续上升并保持稳定,而在地方性均衡下,国产卷烟将面临进口卷烟、走私卷烟和地下卷烟的竞争,这将导致国产卷烟数量略有减少。其次,地方消费税税率上升导致国内生产的卷烟减少;只要吸烟参与率高于戒烟率,这种趋势是稳定的(与下降相反)——在这种情况下,这一事实是成立的。第三,将进口消费税税率提高到60%以上,将导致卷烟进口减少。同样,进口消费税低于50%时,走私香烟会随着税率的增加而增加,但超过60%时,走私香烟开始减少,因此进口消费税对走私香烟数量产生了拉弗效应。最后,关于被发现的概率对走私香烟的影响,有一个有趣的观察。单凭这一点,即使走私的可能性增加了两倍,也不足以导致走私香烟的减少。只有与增加税收相结合,检测的概率才会在减少走私香烟方面获得意义和力量。因此,两者在打击走私香烟方面有很大的协同作用。
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A Cigarette-Switching Model: Derivation and Numerical Simulation
I propose a cigarette-switching model, which explains key variables, and parameters that influence a change in consumption of any category of cigarettes with the ultimate goal of estimating the drivers behind the consumption of smuggled cigarettes and determining what variables to adjust to reduce the ultimate switching of consumers to smuggled cigarettes, hence amount of smuggled cigarettes in the economy. This paper has provided insight into the response of various categories of cigarettes to changing values of parameters that affect them at each level. First, the simulation revealed that in the No-Alternative Equilibrium (NAE), domestically produced cigarettes will keep rising and remain stable while in the endemic equilibrium, the domestically produced cigarettes will face competition from imported, smuggled, and underground cigarettes which will lead to a slight reduction in the amount of domestically produced cigarettes. Secondly, a rising local excise tax rate leads to a reduction in domestically produced cigarettes, however; the trend is stable (in contrast to declining) so long as the smoking participation rate is higher than the cessation rate-a fact that holds in this case. Third, an increase in the import excise tax rate to 60 percent and beyond will lead to a reduction in imported cigarettes. Similarly, below import excise of 50 percent, smuggled cigarettes will rise with increasing tax rate however, beyond 60 percent, smuggled cigarettes start declining thereby exhibiting a Laffer-effect of import excise on amount of smuggled cigarettes. Lastly, there is an interesting observation regarding the effect of the probability of detection on smuggled cigarettes. Alone, even if the probability of smuggling triples, it is not sufficient to lead to a reduction in smuggled cigarettes. Only when paired with increasing taxes, does the probability of detection gain significance and strength in the reduction of smuggled cigarettes. Hence, the two produce great synergy effective at curbing cigarette smuggling.
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