English

"Bayesian anchoring" and the fourfold pattern of risk attitudes

Neurons and Cognition 2024-01-17 v1

Abstract

Experiments on decision making under uncertainty are known to display a classical pattern of risk aversion and risk seeking referred to as "fourfold pattern" (or "reflection effect") , but recent experiments varying the speed and order of mental processing have brought to light a more nuanced phenomenology. We model experiments though a Bayesian formalization of the anchor-and-adjust heuristic observed in empirical studies on cognitive bias. Using only elementary assumptions on constrained information processing, we are able to infer three separate effects found in recent observations: (1) the reported enhancement of the fourfold pattern for quicker decision processes; (2) the observed decrease of fluctuations for slower decision-making trials; (3) the reported dependence of the outcome on the order in which options are processed. The application of Bayesian modeling offers a solution to recent empirical riddles by bridging two heretofore separate domains of experimental inquiry on bounded rationality.

Keywords

Cite

@article{arxiv.2401.07023,
  title  = {"Bayesian anchoring" and the fourfold pattern of risk attitudes},
  author = {Francesco Fumarola and Lukasz Kusmierz and Ronald B. Dekker},
  journal= {arXiv preprint arXiv:2401.07023},
  year   = {2024}
}

Comments

26 pages, 7 figures

R2 v1 2026-06-28T14:15:54.916Z