Accounting for attention in sequential sampling models of decision making

I Krajbich - Current opinion in psychology, 2019 - Elsevier
When making decisions, people tend to shift their attention back and forth between stimuli,
choosing options that they look at more overall and immediately before their responses …

Does attention increase the value of choice alternatives?

M Mormann, JE Russo - Trends in cognitive sciences, 2021 - cell.com
A growing recognition of the role of attention in decision-making has been driven by both the
technology of eye tracking and the development of models that explicitly incorporate …

Gaze amplifies value in decision making

SM Smith, I Krajbich - Psychological science, 2019 - journals.sagepub.com
When making decisions, people tend to choose the option they have looked at more. An
unanswered question is how attention influences the choice process: whether it amplifies …

A meta-analysis on the effect of visual attention on choice.

R Bhatnagar, JL Orquin - Journal of Experimental Psychology …, 2022 - psycnet.apa.org
Decision makers attend more to preferred choice options and to the ultimately chosen
option, but does visual attention influence preferences and choice? Several theories …

A dynamic computational model of gaze and choice in multi-attribute decisions.

X Yang, I Krajbich - Psychological Review, 2023 - psycnet.apa.org
When making decisions, how people allocate their attention influences their choices. One
empirical finding is that people are more likely to choose the option that they have looked at …

Attention and choice across domains.

SM Smith, I Krajbich - Journal of Experimental Psychology: General, 2018 - psycnet.apa.org
When people are faced with a decision, they tend to choose the option that draws their
attention. In recent years, correlations between attention and choice have been documented …

Gaze bias differences capture individual choice behaviour

AW Thomas, F Molter, I Krajbich, HR Heekeren… - Nature Human …, 2019 - nature.com
How do we make simple choices such as deciding between an apple and an orange?
Recent empirical evidence suggests that choice behaviour and gaze allocation are closely …

Attention trajectories capture utility accumulation and predict brand choice

A Martinovici, R Pieters… - Journal of Marketing …, 2023 - journals.sagepub.com
Trajectories of attention capture the accumulation of brand utility during complex decision-
making tasks. Thus, attention trajectories, as reflected in eye movements, predict the final …

The spillover effects of attentional learning on value-based choice

R Gwinn, AB Leber, I Krajbich - Cognition, 2019 - Elsevier
What role does attention play in decision-making? Prior research has demonstrated a link
between visual attention and value-based choice, but the direction of causality is still …

Uncovering the computational mechanisms underlying many-alternative choice

AW Thomas, F Molter, I Krajbich - Elife, 2021 - elifesciences.org
How do we choose when confronted with many alternatives? There is surprisingly little
decision modelling work with large choice sets, despite their prevalence in everyday life …