Recent Publications

Showing relevant publications from the past 5 years.

Book

2023

• Parnell KJ, Banks VA, Wynne RA, Stanton NA, Plant KL, 'Human Factors on the Flight Deck: A Practical Guide for Design, Modelling and Evaluation', 1-166 (2023)

Chapter

2024

• Hawkins GE, Cavanagh JF, Brown SD, Steyvers M, 'Cognitive Models as a Tool to Link Decision Behavior with EEG Signals', 241-263 (2024)

Conference

2025

• Tisdell J, Brown S, Douglas H, 'Why women in STEM feel like impostors: The role of stereotype threat' (2025)
• Gale M, Axelsson E, Eidels A, Quinn A, Playford S, 'Assessing the relationship between screen time, sleep, and long-term memory for new words: A referent selection task' (2025)
• Playford S, Axelsson E, Roche L, Eidels A, Quinn A, Gale M, 'Investigating Associations Between Screen Time, Sleep, and Language Development in Preschool-aged Autistic and Non-autistic Children.' (2025)
• Quinn A, Axelsson E, Eidels A, Duncan M, Gale M, Playford S, 'Associations between screen time, sleep, physical activity, and cognitive development in neurotypical and neurodivergent preschool-aged children.' (2025)
• Gale M, Axelsson E, Quinn A, Playford S, Eidels A, 'Interactive screen time, time of engagement, sleep, and language development' (2025)

2024

• Singh A, Zhou J, Lin CT, Lal S, Eidels A, Jiang X, Brown S, 'Enhancing Marine Navigation Performance Using the Head-Up Interface', Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 496-502 (2024) [E1]
• Simm NM, Williams GM, Thorpe A, Hoedt EC, Caban SJ, Tooley KL, Tyson GW, Brown SD, Eidels A, Keely S, Talley NJ, Duncanson K, 'Diet and well-being of 1st year Medical Interns during hospital placement', PROCEEDINGS OF THE NUTRITION SOCIETY, 83 (2024)

2023

• Love J, Gronau QF, Brown SD, Eidels A, 'Trust in Human-bot Teaming: Applications of the Judge Advisor System.', CogSci (2023)
• Liang G, Gronau QF, Eidels A, Brown SD, 'Prime time to buy: an analysis of a televised Dutch Auction.', CogSci (2023)
• Hedley LG, Bennett MS, Love J, Houpt J, Brown SD, Eidels A, 'The Relationship Between Teaming Behaviours and Joint Capacity of Hybrid Human-Machine Teams.', CogSci (2023)
• Wall L, Gronau QF, Cooper G, Hawkins G, Brown SD, Todd J, 'Prediction and learning under unsignalled changing contexts', Proceedings of the 45th Annual Conference of the Cognitive Science Society, 2471-2477 (2023) [E1]
• Gale M, Axelsson E, Eidels A, Quinn A, Mace J, 'The Relationship between Screen time, Sleep, and Language Development in Pre-school Aged Children' (2023)

2021

• Shimul A, Freeman E, Chalmers K, Brown S, Eidels A, 'You are Faster than Me: Do We Similarly Process Information?', Brisbane, Australia (2021)
• Williamson L, Rive C, Di Francesco D, Titmuss E, Chun E, Brown S, et al., 'Response to nivolumab in a pediatric chordoma with overexpression of brachyury.', CANCER RESEARCH, PA, Philadelphia (2021)
• Titmuss E, Pender A, Pleasance E, Brown S, Grisdale CJ, Topham J, et al., 'CAPTIV-8: A prospective trial of atezolizumab using a multivariate model incorporating whole genome and transcriptome analysis.', CANCER RESEARCH, PA, Philadelphia (2021)

Journal article

2025

• Liang G, Eidels A, Brown SD, 'Dividing up the pie: Allocating attention across dual tasks.', Journal of experimental psychology. General (2025) [C1]
• Grimmond J, Brown SD, Hawkins GE, 'A solution to the pervasive problem of response bias in self-reports.', Proc Natl Acad Sci U S A, 122 (2025) [C1]
• Boag RJ, Innes RJ, Stevenson N, Bahg G, Busemeyer JR, Cox GE, Donkin C, Frank MJ, Hawkins GE, Heathcote A, Hedge C, Lerche V, Lilburn SD, Logan GD, Matzke D, Miletic S, Osth AF, Palmeri TJ, Sederberg PB, Singmann H, Smith PL, Stafford T, Steyvers M, Strickland L, Trueblood JS, Tsetsos K, Turner BM, Usher M, van Maanen L, van Ravenzwaaij D, Vandekerckhove J, Voss A, Weichart ER, Weindel G, White CN, Evans NJ, Brown SD, Forstmann BU, 'An Expert Guide to Planning Experimental Tasks For Evidence-Accumulation
• Miletic S, Stevenson N, Eidels A, Matzke D, Forstmann BU, Heathcote A, 'Explaining multiscale choice dynamics.', Psychological review (2025) [C1]
• Coates Z, Brown S, Kelly M, 'Understanding the Impacts of Climate Anxiety on Financial Decision Making', Sustainability Switzerland, 17 (2025) [C1]
• Gonzalez C, Admoni H, Brown S, Woolley AW, 'COHUMAIN: Building the Socio-Cognitive Architecture of Collective Human-Machine Intelligence', TOPICS IN COGNITIVE SCIENCE
• Coates Z, Brown S, Kelly M, 'Exploring Impacts of Environmentally Focused Imagery on Pro-Environment Behaviours and Climate Anxiety', Climate, 13 (2025) [C1]
• Coates Z, Brown S, Kelly M, 'Understanding climate anxiety and potential impacts on pro-environment behaviours', Journal of Anxiety Disorders, 114 (2025) [C1]
• Taylor GJ, Brown SD, Evans NJ, 'People are at least as good at optimizing reward rate under equivalent fixed-trial compared to fixed-time conditions', Psychonomic Bulletin and Review, 32, 2124-2135 (2025) [C1]
• Bennett MSS, Hedley L, Love J, Houpt JWW, Brown SDD, Eidels A, 'Human Performance in Competitive and Collaborative Human-Machine Teams', TOPICS IN COGNITIVE SCIENCE [C1]
• Dao VH, Gunawan D, Kohn R, Tran MN, Hawkins GE, Brown SD, 'Bayesian Inference for Evidence Accumulation Models With Regressors', Psychological Methods (2025) [C1]
• Hampton J, Cooper G, Wall L, Rowe C, Zdenkowski N, Fradgley E, Miller J, Gough J, Brown S, O'Neill C, 'Risk of Cancer Recurrence Exerts the Strongest Influence on Choice Between Active Surveillance and Thyroid Surgery as Initial Treatment for Low-Risk Thyroid Cancer: Results of a Discrete Choice Experiment', World Journal of Surgery, 49, 1254-1263 (2025) [C1]
• Barnoth D, Brown S, Saraiva R, Wagner M, Cullen HJ, 'The effect of volition and memory distrust on eyewitness suggestiblity', JOURNAL OF CRIMINAL PSYCHOLOGY [C1]

2024

• Love J, Gronau QF, Palmer G, Eidels A, Brown SD, 'In human-machine trust, humans rely on a simple averaging strategy', COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 9 (2024) [C1]
• Gronau QF, Moran R, Eidels A, 'Efficiency in redundancy', SCIENTIFIC REPORTS, 14 (2024) [C1]
• Viet HD, Gunawan D, Minh-Ngoc T, Kohn R, Hawkins GE, Brown SD, 'Efficient Selection Between Hierarchical Cognitive Models: Cross-Validation With Variational Bayes', PSYCHOLOGICAL METHODS, 29, 219-241 (2024) [C1]
• Stevenson N, Innes RJ, Gronau QF, Miletic S, Heathcote A, Forstmann BU, Brown SD, 'Using Group Level Factor Models to Resolve High Dimensionality in Model-Based Sampling', PSYCHOLOGICAL METHODS [C1]
• Coates Z, Kelly M, Brown S, 'The Relationship between Climate Anxiety and Pro-Environment Behaviours', SUSTAINABILITY, 16 (2024) [C1]
• Stefan AM, Gronau QF, Wagenmakers E-J, 'Interim design analysis using Bayes factor forecasts.', Psychol Methods, (2024) [C1]
• Gronau QF, Hinder MR, Salomoni SE, Matzke D, Heathcote A, 'A unified account of simple and response-selective inhibition', COGNITIVE PSYCHOLOGY, 149 (2024) [C1]
• Sturgess E, Parnell KJ, Wynne RA, Plant KL, 'A sociotechnical systems analysis of aircraft aerodynamic stall events', HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 34, 16-30 (2024)
• Boehm U, Evans NJ, Gronau QF, Matzke D, Wagenmakers E-J, Heathcote AJ, 'Inclusion Bayes Factors for Mixed Hierarchical Diffusion Decision Models', PSYCHOLOGICAL METHODS, 29, 625-655 (2024) [C1]
• Berkhout SW, Haaf JM, Gronau QF, Heck DW, Wagenmakers E-J, 'A tutorial on Bayesian model-averaged meta-analysis in JASP', Behavior Research Methods, 56, 1260-1282 (2024)
• Thorpe A, Kelly O, Callen A, Griffin AS, Brown SD, 'Using a cognitive model to understand crowdsourced data from citizen scientists', BEHAVIOR RESEARCH METHODS, 56, 3589-3605 (2024) [C1]
• Banks VA, Griffin TGC, Parnell KJ, Plant KL, Wynne RA, Stanton NA, 'Increasing connectivity: Using operator event sequence diagrams to assess the integration of new technology within the flight deck', HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 34, 53-62 (2024) [C1]
• Gronau QF, Steyvers M, Brown SD, 'How do you know that you don't know?', Cognitive Systems Research, 86 (2024) [C1]
• Wagenmakers EJ, Zabell S, Gronau QF, 'J. B. S. Haldane's Rule of Succession', Statistical Science, 39 346-354 (2024) [C1]
• Abedi M, Read GJM, Mclean S, Wynne RA, Hulme A, Thompson J, Mcclure R, Salmon PM, 'Causation and control: Understanding distracted driving in Australia through a systems thinking lens', SAFETY SCIENCE, 173 (2024) [C1]

2023

• Gronau QF, Bennett MS, Brown SD, Hawkins GE, Eidels A, 'Do choice tasks and rating scales elicit the same judgments?', Journal of Choice Modelling, 49 100437-100437 (2023) [C1]
• Eidels A, 'Prior beliefs and the interpretation of scientific results.', R Soc Open Sci, 10 231613 (2023) [C1]
• Sarafoglou A, Haaf JM, Ly A, Gronau QF, Wagenmakers E-J, Marsman M, 'Evaluating Multinomial Order Restrictions With Bridge Sampling', PSYCHOLOGICAL METHODS, 28, 322-338 (2023) [C1]
• Larson JS, Hawkins GE, 'Speed-Accuracy Tradeoffs in Decision Making: Perception Shifts and Goal Activation Bias Decision Thresholds', JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 49, 1-32 (2023) [C1]
• Hawkins GE, Cooper G, Cavallaro J-P, 'The standard relationship between choice frequency and choice time is violated in multi-attribute preferential choice', JOURNAL OF MATHEMATICAL PSYCHOLOGY, 115 (2023) [C1]
• Karayanidis F, Hawkins GE, Wong ASW, Aziz F, Hunter M, Steyvers M, 'Jointly modeling behavioral and EEG measures of proactive control in task switching', PSYCHOPHYSIOLOGY, 60 (2023) [C1]
• Salomoni SE, Gronau QF, Heathcote A, Matzke D, Hinder MR, 'Proactive cues facilitate faster action reprogramming, but not stopping, in a response-selective stop signal task', SCIENTIFIC REPORTS, 13 (2023) [C1]
• Campbell MEJ, Sherwell CS, Cunnington R, Brown S, Breakspear M, 'Reaction Time "Mismatch Costs" Change with the Likelihood of Stimulus-Response Compatibility', PSYCHONOMIC BULLETIN & REVIEW, 30, 184-199 (2023) [C1]
• Singmann H, Kellen D, Cox GE, Chandramouli SH, Davis-Stober CP, Dunn JC, et al., 'Statistics in the Service of Science: Don't Let the Tail Wag the Dog', Computational Brain & Behavior, 6 64-83 (2023) [C1]
• van Doorn J, Haaf JM, Stefan AM, Wagenmakers EJ, Cox GE, Davis-Stober CP, Heathcote A, Heck DW, Kalish M, Kellen D, Matzke D, Morey RD, Nicenboim B, van Ravenzwaaij D, Rouder JN, Schad DJ, Shiffrin RM, Singmann H, Vasishth S, Veríssimo J, Bockting F, Chandramouli S, Dunn JC, Gronau QF, Linde M, McMullin SD, Navarro D, Schnuerch M, Yadav H, Aust F, 'Bayes Factors for Mixed Models: a Discussion', Computational Brain and Behavior, 6, 140-158 (2023) [C1]
• Hoogeveen S, Berkhout SW, Gronau QF, Wagenmakers E-J, Haaf JM, 'Improving Statistical Analysis in Team Science: The Case of a Bayesian Multiverse of Many Labs 4', ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 6 (2023) [C1]
• Lawrence RK, Cochrane BA, Eidels A, Howard Z, Lui L, Pratt J, 'Emphasizing responder speed or accuracy modulates but does not abolish the distractor-induced quitting effect in visual search', COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 8 (2023) [C1]

2022

• Gunawan D, Hawkins GE, Kohn R, Tran M-N, Brown SD, 'Time-Evolving Psychological Processes Over Repeated Decisions', PSYCHOLOGICAL REVIEW, 129, 438-456 (2022) [C1]
• John AR, Singh AK, Do T-TN, Eidels A, Nalivaiko E, Gavgani AM, Brown S, Bennett M, Lal S, Simpson AM, Gustin SM, Double K, Walker FR, Kleitman S, Morley J, Lin C-T, 'Unraveling the Physiological Correlates of Mental Workload Variations in Tracking and Collision Prediction Tasks', IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 30, 770-781 (2022) [C1]
• Wagenmakers E-J, Gronau QF, Dablander F, Etz A, 'The Support Interval', ERKENNTNIS, 87, 589-601 (2022) [C1]
• Hawkins GE, Mittner M, Forstmann BU, Heathcote A, 'Self-reported mind wandering reflects executive control and selective attention', PSYCHONOMIC BULLETIN & REVIEW, 29, 2167-2180 (2022) [C1]
• Stefan AM, Katsimpokis D, Gronau QF, Wagenmakers E-J, 'Expert agreement in prior elicitation and its effects on Bayesian inference', PSYCHONOMIC BULLETIN & REVIEW, 29, 1776-1794 (2022) [C1]
• Dablander F, Huth K, Gronau QF, Etz A, Wagenmakers E-J, 'A puzzle of proportions: Two popular Bayesian tests can yield dramatically different conclusions', STATISTICS IN MEDICINE, 41, 1319-1333 (2022) [C1]
• Little DR, Yang H, Eidels A, Townsend JT, 'Extending Systems Factorial Technology to Errored Responses', PSYCHOLOGICAL REVIEW, 129, 484-512 (2022) [C1]
• Broomfield G, Brown SD, Yap MBH, 'Socioeconomic factors and parents' preferences for internet- and mobile-based parenting interventions to prevent youth mental health problems: A discrete choice experiment', INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH, 28 (2022) [C1]
• Shelton B, Nesbitt K, Thorpe A, Eidels A, 'Assessing the cognitive load associated with ambient displays', PERSONAL AND UBIQUITOUS COMPUTING, 26, 185-204 (2022) [C1]
• Thorpe A, Estival D, Molesworth B, Eidels A, 'Pilot errors: Communication comes last', SAFETY SCIENCE, 149 (2022) [C1]
• Parnell KJ, Wynne RA, Plant KL, Banks VA, Griffin TGC, Stanton NA, 'Pilot decision-making during a dual engine failure on take-off: Insights from three different decision-making models', Human Factors and Ergonomics in Manufacturing, 32, 268-285 (2022)
• Rendell A, Adam MTP, Eidels A, Teubner T, 'Nature imagery in user interface design: the influence on user perceptions of trust and aesthetics', BEHAVIOUR & INFORMATION TECHNOLOGY, 41, 2762-2778 (2022) [C1]
• Garrett PM, Bennett M, Hsieh YT, Howard ZL, Yang CT, Little DR, Eidels A, 'Wheel of Fortune: a Cross-cultural Examination of How Expertise Shapes the Mental Representations of Familiar and Unfamiliar Numerals', Computational Brain and Behavior, 5, 45-59 (2022) [C1]

2021

• Tran M-N, Scharth M, Gunawan D, Kohn R, Brown SD, Hawkins GE, 'Robustly estimating the marginal likelihood for cognitive models via importance sampling', BEHAVIOR RESEARCH METHODS, 53, 1148-1165 (2021) [C1]
• Innes RJ, Evans NJ, Howard ZL, Eidels A, Brown SD, 'A broader application of the detection response task to cognitive tasks and online environments (vol 63, pg 896, 2021)', HUMAN FACTORS, 63 1125-1125 (2021)
• van Doorn J, Wagenmakers E-J, 'Strong Public Claims May not Reflect Researchers' Private Convictions', Significance, 18 44-45 (2021)
• Greenaway KH, Kalokerinos EK, Hinton S, Hawkins GE, 'Emotion Experience and Expression Goals Shape Emotion Regulation Strategy Choice', EMOTION, 21, 1452-1469 (2021) [C1]
• Gronau QF, Raj AKN, Wagenmakers E-J, 'Informed Bayesian Inference for the A/B Test', JOURNAL OF STATISTICAL SOFTWARE, 100, 1-39 (2021) [C1]
• Bartos F, Gronau QF, Timmers B, Otte WM, Ly A, Wagenmakers E-J, 'Bayesian model-averaged meta-analysis in medicine', STATISTICS IN MEDICINE, 40, 6743-6761 (2021) [C1]
• Gronau QF, Heck DW, Berkhout SW, Haaf JM, Wagenmakers E-J, 'A Primer on Bayesian Model-Averaged Meta-Analysis', ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 4 (2021) [C1]
• Shelton B, Nesbitt K, Thorpe A, Eidels A, 'Gauging the utility of ambient displays by measuring cognitive load', COGNITION TECHNOLOGY & WORK, 23, 459-480 (2021) [C1]
• van den Bergh D, Clyde MA, Gupta ARKN, de Jong T, Gronau QF, Marsman M, Ly A, Wagenmakers E-J, 'A tutorial on Bayesian multi-model linear regression with BAS and JASP', BEHAVIOR RESEARCH METHODS, 53, 2351-2371 (2021) [C1]
• Hulme OJ, Wagenmakers E-J, Damkier P, Madelung CF, Siebner HR, Helweg-Larsen J, Gronau QF, Benfield TL, Madsen KH, 'A Bayesian reanalysis of the effects of hydroxychloroquine and azithromycin on viral carriage in patients with COVID-19', PLOS ONE, 16 (2021) [C1]
• Hawkins GE, Heathcote A, 'Racing Against the Clock: Evidence-Based Versus Time-Based Decisions', PSYCHOLOGICAL REVIEW, 128, 222-263 (2021) [C1]
• Howard ZL, Garrett P, Little DR, Townsend JT, Eidels A, 'A Show About Nothing: No-Signal Processes in Systems Factorial Technology', PSYCHOLOGICAL REVIEW, 128, 187-201 (2021) [C1]
• Wynne RA, Parnell KJ, Smith MA, Plant KL, Stanton NA, 'Can't Touch This: Hammer Time on Touchscreen Task Performance Variability under Simulated Turbulent Flight Conditions', INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 37, 666-679 (2021) [C1]
• Parnell KJ, Wynne RA, Griffin TGC, Plant KL, Stanton NA, 'Generating Design Requirements for Flight Deck Applications: Applying the Perceptual Cycle Model to Engine Failures on Take-off', INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 37, 611-629 (2021) [C1]
• van Doorn J, van den Bergh D, Bohm U, Dablander F, Derks K, Draws T, Etz A, Evans NJ, Gronau QF, Haaf JM, Hinne M, Kucharsky S, Ly A, Marsman M, Matzke D, Gupta ARKN, Sarafoglou A, Stefan A, Voelkel JG, Wagenmakers E-J, 'The JASP guidelines for conducting and reporting a Bayesian analysis', PSYCHONOMIC BULLETIN & REVIEW, 28, 813-826 (2021) [C1]
• Wall L, Gunawan D, Brown SD, Tran M-N, Kohn R, Hawkins GE, 'Identifying relationships between cognitive processes across tasks, contexts, and time', BEHAVIOR RESEARCH METHODS, 53, 78-95 (2021) [C1]
• Hall A, O'Brien K, McCrabb S, Kypri K, Brown S, Wilczynska M, Wiggers J, Wyse R, Dalton C, Wolfenden L, 'Learnings from efforts to synthesise evidence on the COVID-19 incubation period', PUBLIC HEALTH, 198, E12-E13 (2021)
• Howard ZL, Innes R, Eidels A, Loft S, 'Using Past and Present Indicators of Human Workload to Explain Variance in Human Performance', PSYCHONOMIC BULLETIN & REVIEW, 28, 1923-1932 (2021) [C1]
• Shang L, Little DR, Webb ME, Eidels A, Yang C-T, 'The Workload Capacity of Semantic Search in Convergent Thinking', JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 150, 2230-2245 (2021) [C1]
• Hansen A, Brown SD, Yap MBH, 'Enhancing Engagement of Fathers in Web-Based Preventive Parenting Programs for Adolescent Mental Health: A Discrete Choice Experiment', INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18 (2021) [C1]
• Hyde J, Eidels A, van Amelsvoort T, Myin-Germeys I, Campbell L, 'Gene Deletion and Sleep Depletion: Exploring the Relationship Between Sleep and Affect in 22q11.2 Deletion Syndrome', JOURNAL OF GENETIC PSYCHOLOGY, 182, 304-316 (2021) [C1]
• Edmunds K, Wall L, Brown S, Searles A, Shakeshaft AP, Doran CM, 'Exploring Community-Based Options for Reducing Youth Crime', INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18 (2021) [C1]
• Vohs KD, Schmeichel BJ, Lohmann S, Gronau QF, Finley AJ, Ainsworth SE, Alquist JL, Baker MD, Brizi A, Bunyi A, Butschek GJ, Campbell C, Capaldi J, Cau C, Chambers H, Chatzisarantis NLD, Christensen WJ, Clay SL, Curtis J, De Cristofaro V, Del Rosario K, Diel K, Dogruol Y, Doi M, Donaldson TL, Eder AB, Ersoff M, Eyink JR, Falkenstein A, Fennis BM, Findley MB, Finkel EJ, Forgea V, Friese M, Fuglestad P, Garcia-Willingham NE, Geraedts LF, Gervais WM, Giacomantonio M, Gibson B, Gieseler K, Gineikiene J, Gloger
• Thorpe A, Friedman J, Evans S, Nesbitt K, Eidels A, 'Mouse Movement Trajectories as an Indicator of Cognitive Workload', INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 38, 1464-1479 (2021) [C1]

2020

• Evans NJ, Hawkins GE, Brown SD, 'The Role of Passing Time in Decision-Making', JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 46, 316-326 (2020) [C1]
• Gunawan D, Hawkins GE, Tran M-N, Kohn R, Brown SD, 'New estimation approaches for the hierarchical Linear Ballistic Accumulator model', JOURNAL OF MATHEMATICAL PSYCHOLOGY, 96 (2020) [C1]
• Innes RJ, Howard ZL, Thorpe A, Eidels A, Brown SD, 'The Effects of Increased Visual Information on Cognitive Workload in a Helicopter Simulator', HUMAN FACTORS, 63, 788-803 (2020) [C1]
• Bennett M, Mullard R, Adam MTP, Steyvers M, Brown S, Eidels A, 'Going, going, gone: competitive decision-making in Dutch auctions', COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 5 (2020) [C1]
• Innes RJ, Evans NJ, Howard ZL, Eidels A, Brown SD, 'A Broader Application of the Detection Response Task to Cognitive Tasks and Online Environments', HUMAN FACTORS, 63 896-909 (2020) [C1]
• Gronau QF, Ly A, Wagenmakers E-J, 'Informed Bayesian t-Tests', AMERICAN STATISTICIAN, 74, 137-143 (2020) [C1]
• Gronau QF, Singmann H, Wagenmakers E-J, 'bridgesampling: An R Package for Estimating Normalizing Constants', Journal of Statistical Software, 92 (2020) [C1]
• van den Bergh D, Van Doorn J, Marsman M, Draws T, Van Kesteren E-J, Derks K, et al., 'A Tutorial on Conducting and Interpreting a Bayesian ANOVA in JASP', ANNEE PSYCHOLOGIQUE, 120 73-96 (2020)
• Gronau QF, Lee MD, 'Bayesian Inference for Multidimensional Scaling Representations with Psychologically Interpretable Metrics', Computational Brain & Behavior, 3 322-340 (2020) [C1]
• Gronau QF, Heathcote A, Matzke D, 'Computing Bayes factors for evidence-accumulation models using Warp-III bridge sampling', BEHAVIOR RESEARCH METHODS, 52, 918-937 (2020) [C1]
• Hinne M, Gronau QF, van den Bergh D, Wagenmakers E-J, 'A Conceptual Introduction to Bayesian Model Averaging', ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 3, 200-215 (2020) [C1]
• Katsimpokis D, Hawkins GE, van Maanen L, 'Not all Speed-Accuracy Trade-Off Manipulations Have the Same Psychological Effect', Computational Brain and Behavior, 3, 252-268 (2020) [C1]
• Peng M, Cahayadi J, Geng X, Eidels A, 'Mixed messages: Assessing interactions between portion-size and energy-density perceptions in different weight and sex groups', APPETITE, 144 (2020) [C1]
• Howard ZL, Belevski B, Eidels A, Dennis S, 'What do cows drink? A systems factorial technology account of processing architecture in memory intersection problems', Cognition, 202 (2020) [C1]
• Thorpe A, Innes R, Townsend J, Heath R, Nesbitt K, Eidels A, 'Assessing cross-modal interference in the detection response task', Journal of Mathematical Psychology, 98 (2020) [C1]
• Boehm U, van Maanen L, Evans NJ, Brown SD, Wagenmakers EJ, 'A theoretical analysis of the reward rate optimality of collapsing decision criteria', Attention, Perception, and Psychophysics, 82, 1520-1534 (2020) [C1]
• Damianidou D, Arthur-Kelly M, Foggett J, Beh E, Eidels A, 'Associating Cognitive Functions with Technology Features Used to Support Employment for People with Intellectual and Developmental Disability', ADVANCES IN NEURODEVELOPMENTAL DISORDERS, 4, 413-429 (2020) [C1]
• van den Bergh D, Van Doorn J, Marsman M, Draws T, Van Kesteren E-J, Derks K, Dablander F, Gronau QF, Kucharsk S, Gupta ARKN, Sarafoglou A, Voelkel JG, Stefan A, Ly A, Hinne M, Matzke D, Wagenmakers E-J, 'A Tutorial on Conducting and Interpreting a Bayesian ANOVA in JASP', ANNEE PSYCHOLOGIQUE, 120, 73-96 (2020) [C1]
• van Ravenzwaaij D, Brown SD, Marley AAJ, Heathcote A, 'Accumulating Advantages: A New Conceptualization of Rapid Multiple Choice', PSYCHOLOGICAL REVIEW, 127, 186-215 (2020) [C1]
• Howard ZL, Evans NJ, Innes RJ, Brown SD, Eidels A, 'How is multi-tasking different from increased difficulty?', PSYCHONOMIC BULLETIN & REVIEW, 27, 937-951 (2020) [C1]
• Ly A, Stefan A, van Doorn J, Dablander F, van den Bergh D, Sarafoglou A, Kucharský S, Derks K, Gronau QF, Raj A, Boehm U, van Kesteren EJ, Hinne M, Matzke D, Marsman M, Wagenmakers EJ, 'The Bayesian Methodology of Sir Harold Jeffreys as a Practical Alternative to the P Value Hypothesis Test', Computational Brain and Behavior, 3, 153-161 (2020) [C1]
• Landy J, Jia M, Ding I, Viganola D, Tierney W, Dreber A, Johanneson M, Pfeiffer T, Ebersole C, Gronau Q, Ly A, van den Bergh D, Marsman M, Derks K, Wagenmakers E-J, Proctor A, Bartels DM, Bauman CW, Brady WJ, Cheung F, Cimpian A, Dohle S, Donnellan MB, Hahn A, Hall MP, Jiménez-Leal W, Johnson DJ, Lucas RE, Monin B, Montealegre A, Mullen E, Pang J, Ray J, Reinero DA, Reynolds J, Sowden W, Storage D, Su R, Tworek CM, Van Bavel J, Walco D, Wills J, XU X, Yam KC, Yang X, Cunningham WA, Schweinsberg M, Urwitz M
• Landy JF, Jia ML, Ding IL, Viganola D, Tierney W, Dreber A, Johannesson M, Pfeiffer T, Ebersole CR, Gronau QF, Ly A, van den Bergh D, Marsman M, Derks K, Wagenmakers E-J, Proctor A, Bartels DM, Bauman CW, Brady WJ, Cheung F, Cimpian A, Dohle S, Donnellan MB, Hahn A, Hall MP, Jimenez-Leal W, Johnson DJ, Lucas RE, Monin B, Montealegre A, Mullen E, Pang J, Ray J, Reinero DA, Reynolds J, Sowden W, Storage D, Su R, Tworek CM, Van Bavel JJ, Walco D, Wills J, Xu X, Yam KC, Yang X, Cunningham WA, Schweinsberg M,
• Smith MA, Plani KL, Parnell KJ, Wynne RA, Stanton NA, 'Investigating the usability of touchscreen interfaces in a turbulent flight deck - for panning and numeric data entry tasks', Digest of Technical Papers SID International Symposium, 51, 1438-1441 (2020)
• Thorpe A, Nesbitt K, Eidels A, 'A Systematic Review of Empirical Measures of Workload Capacity', ACM TRANSACTIONS ON APPLIED PERCEPTION, 17 (2020) [C1]
• Damianidou D, Eidels A, Arthur-Kelly M, 'The Use of Robots in Social Communications and Interactions for Individuals with ASD: a Systematic Review', ADVANCES IN NEURODEVELOPMENTAL DISORDERS, 4, 357-388 (2020) [C1]
• Turon H, Wall L, Fakes K, Brown SD, Sanson-Fisher R, 'Cancer patient preferences for the provision of information regarding emotional concerns in relation to medical procedures: A discrete choice experiment', PATIENT EDUCATION AND COUNSELING, 103, 1439-1443 (2020) [C1]
• Waller A, Wall L, Mackenzie L, Brown SD, Tattersall MHN, Sanson-Fisher R, 'Preferences for life expectancy discussions following diagnosis with a life-threatening illness: a discrete choice experiment', SUPPORTIVE CARE IN CANCER, 29, 417-425 (2020) [C1]
• Boayue NM, Csifcsak G, Aslaksen P, Turi Z, Antal A, Groot J, Hawkins GE, Forstmann B, Opitz A, Thielscher A, Mittner M, 'Increasing propensity to mind-wander by transcranial direct current stimulation? A registered report', EUROPEAN JOURNAL OF NEUROSCIENCE, 51, 755-780 (2020) [C1]

Preprint

2025

• Liang G, Eidels A, Brown S, 'Dividing up the pie: allocating attention across dual-tasks' (2025)
• Nguyen A, Brown S, Eidels A, Hawkins G, 'Task demands selectively impact strength of preference in multi-attribute preferential choice' (2025)
• Taylor GJ, Evans N, Brown S, 'People are at least as good at optimizing reward rate under fixed-trial compared to fixed-time conditions.' (2025)

2024

• Taylor GJ, Evans N, Brown S, 'People are at least as good at optimizing reward rate under fixed-trial compared to fixed-time conditions.' (2024)
• Taylor GJ, Evans N, Brown S, 'People are at least as good at optimizing reward rate under equivalent fixed-trial compared to fixed-time conditions.' (2024)
• Gronau QF, Kuhne C, Innes RJ, Cooper G, Stevenson N, Cavallaro J-P, Brown S, Hawkins G, 'Hierarchical Bayesian Estimation for Cognitive Models using Particle Metropolis within Gibbs (PMwG): A tutorial' (2024)

2023

• Love J, Gronau QF, Brown S, Eidels A, 'Trust in Human-bot Teaming: Applications of the Judge Advisor System (2023)
• Gronau QF, Steyvers M, Brown S, 'How Do You Know That You Don't Know?' (2023)
• Thorpe A, Kelly O, Callen A, Griffin A, Brown S, 'Using a cognitive model to understand crowdsourced data from citizen scientists (2023)
• Wall L, Cooper G, Hawkins G, Brown S, Todd J, 'Consistency is the key! Learning to adapt in a multi-context predictive inference task. (2023)
• Salomoni S, Gronau Q, Heathcote A, Matzke D, Hinder M, 'Faster action reprogramming, but not stopping, with proactive cues: Combining EMG and computational modelling in response-selective stop signal tasks' (2023)

2022

• Gronau QF, Bennett MS, Brown S, Hawkins G, Eidels A, 'Do Choice Tasks and Rating Scales Elicit the Same Judgments? (2022)
• Bennett MS, Hedley LG, Love J, Houpt JW, Brown S, Eidels A, 'Human Performance in Competitive and Collaborative Human-Machine Teams (2022)
• Hedley LG, Bennett MS, Love J, Houpt JW, Brown S, Eidels A, 'The Relationship Between Teaming Behaviours and Joint Capacity of Hybrid Human-Machine Teams' (2022)
• Stevenson N, Innes RJ, Gronau QF, Miletic S, Heathcote A, Forstmann B, Brown S, 'Using group level factor models to resolve high dimensionality in model-based sampling (2022)

2021

• Garrett PM, Bennett MS, Hsieh Y-T, Howard Z, Cheng-Ta, Little D, Eidels A, 'Wheel of fortune: A cross-cultural examination of how expertise shapes the mental representations of familiar and unfamiliar numerals (2021)

2020

• Hulme OJ, Wagenmakers E-J, Damkier P, Madelung CF, Siebner HR, Helweg-Larsen J, F. Gronau Q, Benfield T, Madsen KH, 'A Bayesian reanalysis of the effects of hydroxychloroquine and azithromycin on viral carriage in patients with COVID-19' (2020)

Report

2021

• Eidels A, Thorpe A, Russell L, Brown S, Jear A, Skinner D, 'Technical Report: Cognitive Demands of the Integrated Digital Helmet System (IDHS)', 1-30 (2021)

2020

• Insley-Blaszk A, Kalokerinos E, Hawkins G, Brown S, Eidels A, 'Smart choices for smart Newcastle transportation', 1-11 (2020)

Thesis / Dissertation

2021

• Gronau QF, Bayes Factor Model Comparison for Psychological Science, University of Amsterdam (2021)