TY - JOUR
T1 - On the behavioral consequences of reverse causality
AU - Spiegler, Ran
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/10
Y1 - 2022/10
N2 - Reverse causality is a common attribution error that distorts the evaluation of private actions and public policies. This paper explores the implications of this error when a decision maker acts on it and therefore affects the very statistical regularities from which he draws faulty inferences. Applying the Bayesian-network approach of Spiegler (2016), I explore the equilibrium effects of a certain class of reverse-causality errors, in the context of an example with a quadratic-normal parameterization. I show that the decision context may protect the decision maker from his own reverse-causality error. That is, the cost of reverse-causality errors can be lower for everyday decision makers than for an outside observer who evaluates their choices.
AB - Reverse causality is a common attribution error that distorts the evaluation of private actions and public policies. This paper explores the implications of this error when a decision maker acts on it and therefore affects the very statistical regularities from which he draws faulty inferences. Applying the Bayesian-network approach of Spiegler (2016), I explore the equilibrium effects of a certain class of reverse-causality errors, in the context of an example with a quadratic-normal parameterization. I show that the decision context may protect the decision maker from his own reverse-causality error. That is, the cost of reverse-causality errors can be lower for everyday decision makers than for an outside observer who evaluates their choices.
KW - Bayesian networks
KW - Causal models
KW - Non-rational expectations
KW - Reverse causality
UR - http://www.scopus.com/inward/record.url?scp=85138547947&partnerID=8YFLogxK
U2 - 10.1016/j.euroecorev.2022.104258
DO - 10.1016/j.euroecorev.2022.104258
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AN - SCOPUS:85138547947
SN - 0014-2921
VL - 149
JO - European Economic Review
JF - European Economic Review
M1 - 104258
ER -