Combining speed and accuracy to control for speed-accuracy trade-offs (?)

HR Liesefeld, M Janczyk - Behavior Research Methods, 2019 - Springer
In psychological experiments, participants are typically instructed to respond as fast as
possible without sacrificing accuracy. How they interpret this instruction and, consequently …

[HTML][HTML] On the utility of integrated speed-accuracy measures when speed-accuracy trade-off is present

A Vandierendonck - Journal of cognition, 2021 - ncbi.nlm.nih.gov
In an attempt to simplify data analysis and to avoid confounds due to speed-accuracy trade-
off, sometimes integrated measures of speed and accuracy are used. Although it has been …

A phase transition model for the speed‐accuracy trade‐off in response time experiments

G Dutilh, EJ Wagenmakers, I Visser… - Cognitive …, 2011 - Wiley Online Library
Most models of response time (RT) in elementary cognitive tasks implicitly assume that the
speed‐accuracy trade‐off is continuous: When payoffs or instructions gradually increase the …

Acquisition of decision making criteria: reward rate ultimately beats accuracy

F Balci, P Simen, R Niyogi, A Saxe, JA Hughes… - Attention, Perception, & …, 2011 - Springer
Speed–accuracy trade-offs strongly influence the rate of reward that can be earned in many
decision-making tasks. Previous reports suggest that human participants often adopt …

Do humans produce the speed–accuracy trade-off that maximizes reward rate?

R Bogacz, PT Hu, PJ Holmes… - Quarterly journal of …, 2010 - journals.sagepub.com
In this paper we investigate trade-offs between speed and accuracy that are produced by
humans when confronted with a sequence of choices between two alternatives. We assume …

Individual differences in response speed and accuracy are associated to specific brain activities of two interacting systems

RL Perri, M Berchicci, D Spinelli… - Frontiers in behavioral …, 2014 - frontiersin.org
The study investigates the neurocognitive stages involved in the speed-accuracy trade-off
(SAT). Contrary to previous approach, we did not manipulate speed and accuracy …

How many trials are required for parameter estimation in diffusion modeling? A comparison of different optimization criteria

V Lerche, A Voss, M Nagler - Behavior research methods, 2017 - Springer
Abstract Diffusion models (Ratcliff, 1978) make it possible to identify and separate different
cognitive processes underlying responses in binary decision tasks (eg, the speed of …

How to measure post-error slowing: A confound and a simple solution

G Dutilh, D Van Ravenzwaaij, S Nieuwenhuis… - Journal of mathematical …, 2012 - Elsevier
In many response time tasks, people slow down after they make an error. This phenomenon
of post-error slowing (PES) is thought to reflect an increase in response caution, that is, a …

Beyond decision! Motor contribution to speed–accuracy trade-off in decision-making

L Spieser, M Servant, T Hasbroucq, B Burle - Psychonomic Bulletin & …, 2017 - Springer
Both in real life and experimental settings, increasing response speed typically leads to
more error-prone actions. Processes underlying such a “speed–accuracy trade-off”(SAT) are …

Reaction time in differential and developmental research: A review and commentary on the problems and alternatives.

C Draheim, CA Mashburn, JD Martin… - Psychological …, 2019 - psycnet.apa.org
Reaction time is believed to be a good indicator of the speed and efficiency of mental
processes and is a ubiquitous variable in the behavioral sciences. Despite this popularity …