An Experimental Investigation of Distracted Newsvendor Decisions

Tianjun Feng, Yusen Xia, S. Gavirneni
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Abstract

Newsvendor decision making is ubiquitous in the global economy. Very often, newsvendor decision makers are overworked; thus, making ordering decisions is one of myriad things on their plate. They do not have the energy to focus solely on the newsvendor decisions and yet have to make them under significant information and cognitive constraints. Existing experimental research on human newsvendors has completely ignored this aspect of decision making and has focused entirely on settings in which the newsvendor decision is the only thing the subject is working on. We investigate the impact of presence of other tasks on the effectiveness of the distracted newsvendor’s ordering decisions. We conduct experiments manipulating the level of cognitive load that the subjects face during newsvendor decision making and find that, on average, subjects under cognitive load (i.e., distracted subjects) tend to order less than those under no cognitive load (i.e., non-distracted subjects) in both the high and low margin conditions, but the difference is not significant in the low margin condition. Additional experiments show that in the high margin condition, the effect of cognitive load on newsvendor ordering decisions is partially mediated by financial risk preference, but not social risk preference. Distracted subjects tend to be more risk averse, resulting in lower order quantities. Based on these results, we provide guidelines to managers on how they should determine the workloads of employees tasked with newsvendor decisions.
分心报贩决策的实验研究
在全球经济中,报贩的决策无处不在。通常情况下,报贩的决策者工作过度;因此,做出订购决定是他们要做的众多事情之一。他们没有精力只关注报贩的决定,但必须在重要的信息和认知限制下做出决定。现有的关于人类新闻供应商的实验研究完全忽略了决策的这一方面,并且完全集中在新闻供应商决策是受试者唯一正在做的事情的设置上。我们调查了其他任务的存在对分散注意力的报贩订购决策有效性的影响。研究发现,在高边际和低边际条件下,平均而言,有认知负荷的受试者(即分心受试者)比无认知负荷的受试者(即非分心受试者)更倾向于订购,但在低边际条件下差异不显著。实验表明,在高利润率条件下,认知负荷对报贩订购决策的影响部分受财务风险偏好的调节,而不受社会风险偏好的调节。分心的受试者往往更倾向于规避风险,从而导致订单数量减少。基于这些结果,我们为管理者提供了指导方针,告诉他们应该如何确定负责新闻供应商决策的员工的工作量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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