Biased Beliefs and Imperfect Information
نویسندگان
چکیده
Biased Beliefs and Imperfect Information We perform an incentivized experiment designed to assess the accuracy of beliefs about characteristics and decisions. Subjects are asked to declare some specific choices and characteristics with different levels of observability from an external point of view, and typically formed through real world experiences. From the less observable mobile phone purchasing decisions, hypothetical restaurant choices, political views, happiness to the fully observable height and weight; after they are asked to report beliefs on statistics over the same items concerning other individuals living in the same environment. We test two main hypotheses: (i) whether for items not perfectly observable, individuals suffer of some type of bias in these beliefs; (ii) whether this bias would disappear for weight and height, when the information is perfectly available. We find a powerful and ubiquitous bias in perceptions that is “self-centered” in the sense that those at extremes tend to perceive themselves as closer to the middle of the distribution than is the case. Albeit weaker, this bias does not disappear when the information is readily available as in height and weight. We present evidence from our experiment that limited attention and self-serving deception can provide explanations for this bias and present important economic applications. JEL Classification: D03, C83, D84
منابع مشابه
Biases in perceptions, beliefs and behavior
This paper presents a model where individuals have imperfect information about their preferences (or the environment) and there is an opportunity cost of learning. It shows that the endogenous decision to collect information before taking an action creates a systematic bias in the aggregate behavior of a population of rational, profit-maximizing agents. More precisely, individuals will favor ac...
متن کاملBiases in perceptions, beliefs and behaviors
This paper studies a model where individuals have imperfect information about their preferences or the environment and learning is costly. It shows that the endogenous decision to collect information before taking an action creates a systematic and testable bias in the aggregate behavior of rational, profit-maximizing agents. More precisely, individuals will have a tendency to bias their decisi...
متن کاملSocial Value of Information and Optimal Communication Policy of Central Banks
Monetary policy as a tool for expectations management is believed to be most effective if it can coordinate the beliefs and expectations of the economic agents. The optimal communication policy is in an environment where central bank announcements are common knowledge and abundant information is complete transparency. The above conclusion is altered in the more realistic situation where economi...
متن کاملSchool of Economics and Finance Equilibrium Selection in Sequential Games with Imperfect Information
Games with imperfect information often feature multiple equilibria, which depend on beliefs off the equilibrium path. Standard selection criteria such as passive beliefs, symmetric beliefs or wary beliefs rest on ad hoc restrictions on beliefs. We propose a new selection criterion that imposes no restrictions on beliefs: we select the action profile that is supported in equilibrium by the large...
متن کاملReasoning about Imperfect Information Games in the Epistemic Situation Calculus
Approaches to reasoning about knowledge in imperfect information games typically involve an exhaustive description of the game, the dynamics characterized by a tree and the incompleteness in knowledge by information sets. Such specifications depend on a modeler’s intuition, are tedious to draft and vague on where the knowledge comes from. Also, formalisms proposed so far are essentially proposi...
متن کامل