A meta-analytic review of two modes of learning and the description-experience gap.

DU Wulff, M Mergenthaler-Canseco… - Psychological …, 2018 - psycnet.apa.org
People can learn about the probabilistic consequences of their actions in two ways: One is
by consulting descriptions of an action's consequences and probabilities (eg, reading up on …

A dynamic weight determination approach based on the intuitionistic fuzzy Bayesian network and its application to emergency decision making

Z Hao, Z Xu, H Zhao, H Fujita - IEEE Transactions on Fuzzy …, 2017 - ieeexplore.ieee.org
The weight information has been playing a key role in information fusion and dynamic
decision making process. Most existing methods for determining weights under dynamic …

Predicting human decisions with behavioral theories and machine learning

O Plonsky, R Apel, E Ert, M Tennenholtz… - arXiv preprint arXiv …, 2019 - arxiv.org
Behavioral decision theories aim to explain human behavior. Can they help predict it? An
open tournament for prediction of human choices in fundamental economic decision tasks is …

A description–experience framework of the psychology of risk

R Hertwig, DU Wulff - Perspectives on psychological science, 2022 - journals.sagepub.com
The modern world holds countless risks for humanity, both large-scale and intimately
personal—from cyberwarfare, pandemics, and climate change to sexually transmitted …

Putting bandits into context: How function learning supports decision making.

E Schulz, E Konstantinidis… - Journal of experimental …, 2018 - psycnet.apa.org
The authors introduce the contextual multi-armed bandit task as a framework to investigate
learning and decision making in uncertain environments. In this novel paradigm, participants …

[HTML][HTML] Information source and entrepreneurial performance expectations: Experience-based versus description-based opportunity evaluations

M Pindard-Lejarraga, J Lejarraga - Journal of Business Research, 2024 - Elsevier
How does the information source—experiential or descriptive—used by nascent
entrepreneurs affect their performance expectations? Since judgments based on experience …

Task complexity moderates the influence of descriptions in decisions from experience

L Weiss-Cohen, E Konstantinidis, M Speekenbrink… - Cognition, 2018 - Elsevier
Decisions-makers often have access to a combination of descriptive and experiential
information, but limited research so far has explored decisions made using both. Three …

The future of decisions from experience: Connecting real-world decision problems to cognitive processes

S Olschewski, A Luckman, A Mason… - Perspectives on …, 2024 - journals.sagepub.com
In many important real-world decision domains, such as finance, the environment, and
health, behavior is strongly influenced by experience. Renewed interest in studying this …

[HTML][HTML] How noise can influence experience-based decision-making under different types of the provided information

Y Sheng, D Dong, G He, J Zhang - International Journal of Environmental …, 2022 - mdpi.com
Pervasive noise undermines many cognitive processes. Across two studies, we examined
how noise influences experience-based decision-making and whether the nature of the …

Underweighting of rare events in social interactions and its implications to the design of voluntary health applications

O Plonsky, Y Roth, I Erev - Judgment and Decision Making, 2021 - cambridge.org
Research on small repeated decisions from experience suggests that people often behave
as if they underweight rare events and choose the options that are frequently better. In a …