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Psychology

D-Index
33
Citations
9012
World Ranking
10352
National Ranking
591

Overview

Simon Farrell is affiliated with the University of Western Australia in Australia. Their research spans several interdisciplinary areas within psychology and neuroscience, with a particular focus on cognitive and behavioral processes.

The primary fields of study in Farrell's work include:

  • Psychology
  • Neuroscience

Their contributions extend into various subfields, notably:

  • Cognitive Neuroscience
  • Social Psychology
  • Clinical Psychology
  • General Decision Sciences
  • Artificial Intelligence

Major topics covered by Farrell include:

  • Memory Processes and Influences
  • Neural and Behavioral Psychology Studies
  • Human-Automation Interaction and Safety
  • Decision-Making and Behavioral Economics
  • Occupational Health and Safety Research
  • Cognitive Science and Mapping
  • Information Retrieval and Search Behavior

Several recent publications illustrate the scope and focus of their research. Key papers are:

  • The Perception of Automation Reliability and Acceptance of Automated Advice (2022), published in Human Factors The Journal of the Human Factors and Ergonomics Society
  • Reinforcement Learning Under Uncertainty: Expected Versus Unexpected Uncertainty and State Versus Reward Uncertainty (2023), published in Computational Brain & Behavior
  • A general architecture for modeling the dynamics of goal-directed motivation and decision-making. (2021), published in Psychological Review
  • How do recall requirements affect decision-making in free recall initiation? A linear ballistic accumulator approach (2021), published in Memory & Cognition
  • Human behavioral response to fluctuating automation reliability (2022), published in Applied Ergonomics

Farrell frequently collaborates with a number of coauthors, including:

  • Jack Hutchinson
  • Luke Strickland
  • Shayne Loft
  • Joanna Alexi
  • Georgia Turnbull

Their work is published in multiple venues, with repeated contributions to:

  • Memory & Cognition
  • Human Factors The Journal of the Human Factors and Ergonomics Society
  • Computational Brain & Behavior
  • Psychological Review
  • Applied Ergonomics

Best Publications

  • AIC model selection using Akaike weights

    Eric-Jan Wagenmakers;Simon Farrell

  • Estimation and interpretation of 1/fα noise in human cognition

    Eric Jan Wagenmakers;Simon Farrell;Roger Ratcliff

  • Benchmarks for models of short-term and working memory.

    Klaus Oberauer;Stephan Lewandowsky;Edward Awh;Gordon D.A. Brown

  • Modeling working memory: An interference model of complex span

    Klaus Oberauer;Stephan Lewandowsky;Simon Farrell;Christopher R Jarrold

  • An endogenous distributed model of ordering in serial recall

    Simon Farrell;Stephan Lewandowsky

  • Computational Modeling in Cognition: Principles and Practice

    Stephan Lewandowsky;Simon Farrell

  • What limits working memory capacity

    Klaus Oberauer;Simon Farrell;Christopher R Jarrold;Stephan Lewandowsky

  • Temporal clustering and sequencing in short-term memory and episodic memory.

    Simon Farrell

  • Short-Term Memory: New Data and a Model

    Stephan Lewandowsky;Simon Farrell

  • Computational Modeling of Cognition and Behavior

    Simon Farrell;Stephan Lewandowsky

  • Computational Models as Aids to Better Reasoning in Psychology

    Simon Farrell;Stephan Lewandowsky

  • Human cognition and a pile of sand: A discussion on serial correlations and self-organized criticality

    Eric-Jan Wagenmakers;Simon Farrell;Roger Ratcliff

  • A consensus-based transparency checklist

    Balazs Aczel;Barnabas Szaszi;Alexandra Sarafoglou;Zoltan Kekecs

  • Modelling transposition latencies: Constraints for theories of serial order memory☆

    Simon Farrell;Stephan Lewandowsky

  • Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis

    Matthew Andreotta;Robertus Nugroho;Mark J. Hurlstone;Fabio Boschetti

  • 1/f Noise in Human Cognition: Is It Ubiquitous, and What Does It Mean?

    Simon Farrell;Eric-Jan Wagenmakers;Roger Ratcliff

  • Bayesian and maximum likelihood estimation of hierarchical response time models.

    Simon Farrell;Casimir J. H. Ludwig;Casimir J. H. Ludwig

  • Mixed-List Phonological Similarity Effects in Delayed Serial Recall.

    Simon Farrell

  • Abstract concepts require concrete models: why cognitive scientists have not yet embraced nonlinearly coupled, dynamical, self-organized critical, synergistic, scale-free, exquisitely context-sensitive, interaction-dominant, multifractal, interdependent brain-body-niche systems.

    Eric-Jan Wagenmakers;Han L. J. van der Maas;Simon Farrell

  • A connectionist model of complacency and adaptive recovery under automation.

    Simon Farrell;Stephan Lewandowsky

Frequent Co-Authors

Stephan Lewandowsky
Stephan Lewandowsky University of Bristol
Eric-Jan Wagenmakers
Eric-Jan Wagenmakers University of Amsterdam
Klaus Oberauer
Klaus Oberauer University of Zurich
Iain D. Gilchrist
Iain D. Gilchrist University of Bristol
Roger Ratcliff
Roger Ratcliff The Ohio State University
Nelson Cowan
Nelson Cowan University of Missouri
Scott O. Lilienfeld
Scott O. Lilienfeld Emory University
Gordon D. A. Brown
Gordon D. A. Brown University of Warwick
Christopher Jarrold
Christopher Jarrold University of Bristol
Dolores Albarracín
Dolores Albarracín University of Pennsylvania

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