Neurophysiology of human perceptual decision-making

RG O'Connell, SP Kelly - Annual Review of Neuroscience, 2021 - annualreviews.org
The discovery of neural signals that reflect the dynamics of perceptual decision formation
has had a considerable impact. Not only do such signals enable detailed investigations of …

A practical introduction to using the drift diffusion model of decision-making in cognitive psychology, neuroscience, and health sciences

CE Myers, A Interian, AA Moustafa - Frontiers in Psychology, 2022 - frontiersin.org
Recent years have seen a rapid increase in the number of studies using evidence-
accumulation models (such as the drift diffusion model, DDM) in the fields of psychology and …

A many-analysts approach to the relation between religiosity and well-being

S Hoogeveen, A Sarafoglou, B Aczel… - Religion, Brain & …, 2023 - Taylor & Francis
The relation between religiosity and well-being is one of the most researched topics in the
psychology of religion, yet the directionality and robustness of the effect remains debated …

Neurocomputational mechanisms of prior-informed perceptual decision-making in humans

SP Kelly, EA Corbett, RG O'Connell - Nature Human Behaviour, 2021 - nature.com
To interact successfully with diverse sensory environments, we must adapt our decision
processes to account for time constraints and prior probabilities. The full set of decision …

How do data analysts respond to ai assistance? a wizard-of-oz study

K Gu, M Grunde-McLaughlin, A McNutt, J Heer… - Proceedings of the CHI …, 2024 - dl.acm.org
Data analysis is challenging as analysts must navigate nuanced decisions that may yield
divergent conclusions. AI assistants have the potential to support analysts in planning their …

Strong effort manipulations reduce response caution: A preregistered reinvention of the ego-depletion paradigm

H Lin, B Saunders, M Friese, NJ Evans… - Psychological …, 2020 - journals.sagepub.com
People feel tired or depleted after exerting mental effort. But even preregistered studies often
fail to find effects of exerting effort on behavioral performance in the laboratory or elucidate …

Robust modeling in cognitive science

MD Lee, AH Criss, B Devezer, C Donkin, A Etz… - Computational Brain & …, 2019 - Springer
In an attempt to increase the reliability of empirical findings, psychological scientists have
recently proposed a number of changes in the practice of experimental psychology. Most …

Social norms shape visual appearance: Taking a closer look at the link between social norm learning and perceptual decision-making

M Germar, VH Duderstadt, A Mojzisch - Cognition, 2023 - Elsevier
One of the most fundamental questions in social psychology is whether norms can change
individuals' minds by shaping the visual appearance of stimuli. This question was first raised …

Evidence accumulation models: Current limitations and future directions

NJ Evans, EJ Wagenmakers - 2019 - osf.io
Evidence accumulation models (EAMs) have been the dominant models of speeded
decision-making for several decades. These models propose that evidence accumulates for …

Consensus-based guidance for conducting and reporting multi-analyst studies

B Aczel, B Szaszi, G Nilsonne, OR Van Den Akker… - Elife, 2021 - elifesciences.org
Any large dataset can be analyzed in a number of ways, and it is possible that the use of
different analysis strategies will lead to different results and conclusions. One way to assess …