Department of Health Policy and Administration, Faculty of Public Health, the University of Indonesia, Indonesia.
Harm Reduct J. 2011 Feb 23;8:6. doi: 10.1186/1477-7517-8-6.
Indonesia is one of the largest consumers of tobacco in the world, however there has been little work done on the economics addiction of tobacco. This study provides an empirical test of a rational addiction (henceforth RA) hypothesis of cigarette demand in Indonesia.
Four estimators (OLS, 2SLS, GMM, and System-GMM) were explored to test the RA hypothesis. The author adopted several diagnostics tests to select the best estimator to overcome econometric problems faced in presence of the past and future cigarette consumption (suspected endogenous variables). A short-run and long-run price elasticities of cigarettes demand was then calculated. The model was applied to individuals pooled data derived from three-waves a panel of the Indonesian Family Life Survey spanning the period 1993-2000.
The past cigarette consumption coefficients turned out to be a positive with a p-value < 1%, implying that cigarettes indeed an addictive goods. The rational addiction hypothesis was rejected in favour of myopic ones. The short-run cigarette price elasticity for male and female was estimated to be-0.38 and -0.57, respectively, and the long-run one was -0.4 and -3.85, respectively.
Health policymakers should redesign current public health campaign against cigarette smoking in the country. Given the demand for cigarettes to be more prices sensitive for the long run (and female) than the short run (and male), an increase in the price of cigarettes could lead to a significant fall in cigarette consumption in the long run rather than as a constant source of government revenue.
印度尼西亚是世界上最大的烟草消费国之一,但对烟草成瘾的经济学研究却很少。本研究对印度尼西亚香烟需求的理性成瘾(下文简称 RA)假说进行了实证检验。
本文采用了四种估计方法(OLS、2SLS、GMM 和 System-GMM)来检验 RA 假说。作者采用了几种诊断测试来选择最佳的估计方法,以克服在过去和未来香烟消费(可疑内生变量)存在时面临的计量经济学问题。然后计算了香烟需求的短期和长期价格弹性。该模型应用于从印度尼西亚家庭生活调查的三个波次的个体汇总数据,该调查涵盖了 1993-2000 年期间。
过去的香烟消费系数为正,p 值<1%,这意味着香烟确实是一种成瘾性商品。RA 假说被拒绝,转而支持近视假说。男性和女性的短期香烟价格弹性估计值分别为-0.38 和-0.57,长期价格弹性估计值分别为-0.4 和-3.85。
卫生政策制定者应重新设计当前该国针对吸烟的公共卫生运动。鉴于香烟的需求对长期(女性)比短期(男性)更具有价格敏感性,香烟价格的上涨可能会导致长期内香烟消费的显著下降,而不是成为政府收入的恒定来源。