State lottery in the lab: an experiment in external validity
通过实验室实验模拟真实彩票购买场景,比较实验数据与真实销售数据,发现两者高度相似,但明确提供中奖概率会改变选择偏好。
Abstract In this study, we conduct a laboratory experiment in which the subjects make choices between real-world lottery tickets typically purchased by lottery customers. In this way, we can reliably offer extremely high potential payoffs, something rarely possible in economic experiments. In a between-subject design, we separately manipulate several features that distinguish the situation faced by the customers in the field and by subjects in typical laboratory experiments. We also have the unique opportunity to compare our data to actual sales data provided by the operator of the lottery. We find the distributions to be highly similar (meaning high external validity for this particular setting). The only manipulation that makes a major difference is that when the probabilities of winning specific amounts are explicitly provided (which is not the case in the field), choices shift towards options with lower maximum possible payoff and lower payoff variance. We also find that subjects generally show preference for long shots and that standard laboratory measures of risk posture fail to explain their behavior in the main task.