The University of Queensland

How to publish and review a computational model

Neal, Andrew, Ballard, Timothy and Palada, Hector (2024). How to publish and review a computational model. Computational Modeling For IndustrialOrganizational Psychologists. (pp. 297-319) New York, NY United States: Routledge. doi: 10.4324/9781003388852-13

Fitting computational models to data: A tutorial

Ballard, Timothy, Palada, Hector and Neal, Andrew (2023). Fitting computational models to data: A tutorial. Computational Modeling For IndustrialOrganizational Psychologists. (pp. 255-296) New York: Taylor and Francis. doi: 10.4324/9781003388852-12

Measuring affect over time: the momentary affect scale

Gee, Phillip, Ballard, Timothy, Yeo, Gillian and Neal, Andrew (2012). Measuring affect over time: the momentary affect scale. Experiencing and managing emotions in the workplace. (pp. 141-173) edited by Neal M. Ashkanasy, Wilfred J. Zerbe and Charmine E. J. Härtel. Bingley, United Kingdom: Emerald Group Publishing. doi: 10.1108/S1746-9791(2012)0000008010

Individual differences in decision strategy relate to neurochemical excitability and cortical thickness

Filmer, Hannah L., Loughnan, Kathleen, Seeto, Jennifer X., Ballard, Timothy, Ehrhardt, Shane E., Shaw, Thomas, Wards, Yohan, Rideaux, Reuben, Leow, Li-Ann, Sewell, David and Dux, Paul E. (2023). Individual differences in decision strategy relate to neurochemical excitability and cortical thickness. The Journal of Neuroscience, 43 (42), 7006-7015. doi: 10.1523/jneurosci.1086-23.2023

Interruptions in healthcare: Modeling dynamic processes and effects at a team level

Knight, Emma, Sanderson, Penelope, Neal, Andrew and Ballard, Timothy (2023). Interruptions in healthcare: Modeling dynamic processes and effects at a team level. Applied Ergonomics, 112 104051, 104051. doi: 10.1016/j.apergo.2023.104051

Dopamine alters the effect of brain stimulation on decision-making

Leow, Li-Ann, Marcos, Anjeli, Nielsen, Esteban, Sewell, David K, Ballard, Tim, Dux, Paul E. and Filmer, Hannah L. (2023). Dopamine alters the effect of brain stimulation on decision-making. The Journal of Neuroscience, 43 (41), JN-RM. doi: 10.1523/jneurosci.1140-23.2023

Using mixture modeling to examine differences in perceptual decision-making as a function of the time and method of participant recruitment

Ballard, Timothy, Evans, Nathan J., Fisher, Gina and Sewell, David K. (2023). Using mixture modeling to examine differences in perceptual decision-making as a function of the time and method of participant recruitment. Behavior Research Methods. doi: 10.3758/s13428-023-02142-0

A Tutorial on Bayesian Modeling of Change Across Time, Individuals, and Groups

Knight, Emma, Neal, Andrew, Palada, Hector and Ballard, Timothy (2023). A Tutorial on Bayesian Modeling of Change Across Time, Individuals, and Groups. Computational Brain & Behavior. doi: 10.1007/s42113-023-00173-6

A systematic investigation into the reliability of inter-temporal choice model parameters

Ballard, Timothy, Luckman, Ashley and Konstantinidis, Emmanouil (2023). A systematic investigation into the reliability of inter-temporal choice model parameters. Psychonomic Bulletin and Review, 30 (4), 1294-1322. doi: 10.3758/s13423-022-02241-7

The causal role of the prefrontal and superior medial frontal cortices in the incidental manipulation of decision strategies

Filmer, Hannah L., Ballard, Timothy, Amarasekera, Koralalage Don Raveen, Sewell, David K. and Dux, Paul E. (2023). The causal role of the prefrontal and superior medial frontal cortices in the incidental manipulation of decision strategies. Neuropsychologia, 179 108466, 1-7. doi: 10.1016/j.neuropsychologia.2022.108466

Using cognitive modeling to examine the effects of competition on strategy and effort in races and tournaments

Morgan, Andrew J., Neal, Andrew and Ballard, Timothy (2023). Using cognitive modeling to examine the effects of competition on strategy and effort in races and tournaments. Psychonomic Bulletin & Review, 30 (3), 1158-1169. doi: 10.3758/s13423-022-02213-x

The next generation of fatigue prediction models: evaluating current trends in biomathematical modelling

Wilson, Michael David, Strickland, Luke, Ballard, Timothy and Griffin, Mark A. (2022). The next generation of fatigue prediction models: evaluating current trends in biomathematical modelling. Theoretical Issues in Ergonomics Science. doi: 10.1080/1463922x.2022.2144962

tDCS augments decision-making efficiency in an intensity dependent manner: a training study

Ehrhardt, Shane E., Ballard, Timothy, Wards, Yohan, Mattingley, Jason B., Dux, Paul E. and Filmer, Hannah L. (2022). tDCS augments decision-making efficiency in an intensity dependent manner: a training study. Neuropsychologia, 176 108397, 108397. doi: 10.1016/j.neuropsychologia.2022.108397

Changes in affect during the pursuit of performance goals

Neal, Andrew, Gee, Phillip, Ballard, Timothy, Vancouver, Jeffrey B., Yeo, Gillian, Chandra, Vritika and Ambrose, Laura (2022). Changes in affect during the pursuit of performance goals. Emotion, 23 (5), 1472-1491. doi: 10.1037/emo0001164

A general architecture for modeling the dynamics of goal-directed motivation and decision-making

Ballard, Timothy, Neal, Andrew, Farrell, Simon, Lloyd, Erin, Lim, Jonathan and Heathcote, Andrew (2021). A general architecture for modeling the dynamics of goal-directed motivation and decision-making. Psychological Review, 129 (1), 146-174. doi: 10.1037/rev0000324

Understanding fatigue in a naval submarine: applying biomathematical models and workload measurement in an intensive longitudinal design

Wilson, Michael David, Ballard, Timothy, Strickland, Luke, Amy Boeing, Alexandra, Cham, Belinda, Griffin, Mark A. and Jorritsma, Karina (2021). Understanding fatigue in a naval submarine: applying biomathematical models and workload measurement in an intensive longitudinal design. Applied Ergonomics, 94 103412, 103412. doi: 10.1016/j.apergo.2021.103412

How do we choose our giants? Perceptions of replicability in psychological science

Alister, Manikya, Vickers-Jones, Raine, Sewell, David K. and Ballard, Timothy (2021). How do we choose our giants? Perceptions of replicability in psychological science. Advances in Methods and Practices in Psychological Science, 4 (2), 251524592110181. doi: 10.1177/25152459211018199

Causal evidence for dissociable roles of the prefrontal and superior medial frontal cortices in decision strategies

Filmer, Hannah L., Ballard, Timothy, Sewell, David K. and Dux, Paul E. (2021). Causal evidence for dissociable roles of the prefrontal and superior medial frontal cortices in decision strategies. Journal of Experimental Psychology: Human Perception and Performance, 47 (4), 1-11. doi: 10.1037/xhp0000896

Exemplifying “Us”: Integrating social identity theory of leadership with cognitive models of categorization

Sewell, David K., Ballard, Timothy and Steffens, Niklas K. (2021). Exemplifying “Us”: Integrating social identity theory of leadership with cognitive models of categorization. The Leadership Quarterly, 33 (4) 101517, 101517. doi: 10.1016/j.leaqua.2021.101517

An evidence accumulation model of perceptual discrimination with naturalistic stimuli

Palada, Hector, Searston, Rachel A., Persson, Annabel, Ballard, Timothy and Thompson, Matthew B. (2020). An evidence accumulation model of perceptual discrimination with naturalistic stimuli. Journal of Experimental Psychology: Applied, 26 (4), 671-691. doi: 10.1037/xap0000272

FIPS: an R package for biomathematical modelling of human fatigue related impairment

Wilson, Michael, Strickland, Luke and Ballard, Timothy (2020). FIPS: an R package for biomathematical modelling of human fatigue related impairment. Journal of Open Source Software, 5 (51), 2340. doi: 10.21105/joss.02340

Dissociable effects of tDCS polarity on latent decision processes are associated with individual differences in neurochemical concentrations and cortical morphology

Filmer, Hannah L., Ballard, Timothy, Ehrhardt, Shane E., Bollmann, Saskia, Shaw, Thomas B., Mattingley, Jason B. and Dux, Paul E. (2020). Dissociable effects of tDCS polarity on latent decision processes are associated with individual differences in neurochemical concentrations and cortical morphology. Neuropsychologia, 141 107433, 1-9. doi: 10.1016/j.neuropsychologia.2020.107433

An integrated approach to testing dynamic, multilevel theory: using computational models to connect theory, model, and data

Ballard, Timothy, Palada, Hector, Griffin, Mark and Neal, Andrew (2019). An integrated approach to testing dynamic, multilevel theory: using computational models to connect theory, model, and data. Organizational Research Methods, 24 (2), 109442811988120-284. doi: 10.1177/1094428119881209

Using response time modeling to understand the sources of dual-task interference in a dynamic environment

Palada, Hector, Neal, Andrew, Strayer, David, Ballard, Timothy and Heathcote, Andrew (2019). Using response time modeling to understand the sources of dual-task interference in a dynamic environment. Journal of Experimental Psychology-Human Perception and Performance, 45 (10), 1331-1345. doi: 10.1037/xhp0000672

Does 'When' really feel more certain than 'If'? Two failures to replicate Ballard and Lewandowsky (2015)

Sleeth-Keppler, David, Lewandowsky, Stephan, Ballard, Timothy, Myers, Teresa A., Roser-Renouf, Connie and Maibach, Edward (2019). Does 'When' really feel more certain than 'If'? Two failures to replicate Ballard and Lewandowsky (2015). Royal Society Open Science, 6 (7) 180475, 1-12. doi: 10.1098/rsos.180475

Information processing under reward versus under punishment

Ballard, Timothy, Sewell, David K., Cosgrove, Daniel and Neal, Andrew (2019). Information processing under reward versus under punishment. Psychological Science, 30 (5), 757-764. doi: 10.1177/0956797619835462

Polling bias and undecided voter allocations: US presidential elections, 2004–2016

Bon, Joshua J., Ballard, Timothy and Baffour, Bernard (2019). Polling bias and undecided voter allocations: US presidential elections, 2004–2016. Journal of the Royal Statistical Society. Series A: Statistics in Society, 182 (2), 467-493. doi: 10.1111/rssa.12414

Using situation awareness and workload to predict performance in submarine track management: a multilevel approach

Loft, Shayne, Jooste, Lisa, Li, Yanqi Ryan, Ballard, Timothy, Huf, Samuel, Lipp, Ottmar V. and Visser, Troy A. W. (2018). Using situation awareness and workload to predict performance in submarine track management: a multilevel approach. Human Factors, 60 (7), 001872081878480-991. doi: 10.1177/0018720818784803

On the pursuit of multiple goals with different deadlines

Ballard, Timothy, Vancouver, Jeffrey B. and Neal, Andrew (2018). On the pursuit of multiple goals with different deadlines. Journal of Applied Psychology, 103 (11), 1242-1264. doi: 10.1037/apl0000304

The dynamics of avoidance goal regulation

Ballard, Timothy, Yeo, Gillian, B. Vancouver, Jeffrey and Neal, Andrew (2017). The dynamics of avoidance goal regulation. Motivation and Emotion, 41 (6), 698-707. doi: 10.1007/s11031-017-9640-8

Quantifying the psychological value of goal achievement

Ballard, Timothy, Farrell, Simon and Neal, Andrew (2017). Quantifying the psychological value of goal achievement. Psychonomic Bulletin and Review, 25 (3), 1-9. doi: 10.3758/s13423-017-1329-1

Dynamic self-regulation and multiple-goal pursuit

Neal, Andrew, Ballard, Timothy and Vancouver, Jeffrey B. (2017). Dynamic self-regulation and multiple-goal pursuit. Annual Review of Organizational Psychology and Organizational Behavior, 4 (1), 401-423. doi: 10.1146/annurev-orgpsych-032516-113156

An integrative formal model of motivation and decision making: the MGPM*

Ballard, Timothy, Yeo, Gillian, Loft, Shayne, Vancouver, Jeffrey B. and Neal, Andrew (2016). An integrative formal model of motivation and decision making: the MGPM*. Journal of Applied Psychology, 101 (9), 1240-1265. doi: 10.1037/apl0000121

A blind expert test of contrarian claims about climate data

Lewandowsky, Stephan, Ballard, Timothy, Oberauer, Klaus and Benestad, Rasmus (2016). A blind expert test of contrarian claims about climate data. Global Environmental Change, 39, 91-97. doi: 10.1016/j.gloenvcha.2016.04.013

Departures from optimality when pursuing multiple approach or avoidance goals

Ballard, Timothy, Yeo, Gillian, Neal, Andrew and Farrell, Simon (2016). Departures from optimality when pursuing multiple approach or avoidance goals. Journal of Applied Psychology, 101 (7), 1056-1066. doi: 10.1037/apl0000082

Uncertainty as knowledge

Lewandowsky, Stephan, Ballard, Timothy and Pancost, Richard D. (2015). Uncertainty as knowledge. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373 (2055) 0462, 20140462. doi: 10.1098/rsta.2014.0462

When, not if: The inescapability of an uncertain climate future

Ballard, Timothy and Lewandowsky, Stephan (2015). When, not if: The inescapability of an uncertain climate future. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373 (2055) 0464, 20140464. doi: 10.1098/rsta.2014.0464

A methodology for evaluating the safety and effectiveness of alternative crewing arrangements for next-generation Remotely Piloted Aircraft Systems

Neal, Andrew, Marshall, Kayler, Sanderson, Penelope, Ballard, Timothy, Palada, Hector, Boag-Hodgson, Christine, Duffy, Donna and Perez, Tristan (2023). A methodology for evaluating the safety and effectiveness of alternative crewing arrangements for next-generation Remotely Piloted Aircraft Systems. IEEE. doi: 10.1109/dasc58513.2023.10311253

Testing a computational model of interruptions between clinicians in a hospital ward

Knight, Emma, Sanderson, Penelope, Neal, Andrew and Ballard, Timothy (2022). Testing a computational model of interruptions between clinicians in a hospital ward. Human Factors and Ergonomics Society Annual Meeting, Atlanta, GA USA, 14-15 October 2022. London, United Kingdom: Sage Publications. doi: 10.1177/1071181322661288

Role of Prefrontal cortex (PFC) and Superior medial frontal cortex (SMFC) in implicit response strategies.

Filmer, Hannah and Ballard, Timothy (2022). Role of Prefrontal cortex (PFC) and Superior medial frontal cortex (SMFC) in implicit response strategies.. The University of Queensland. (Dataset) doi: 10.48610/0e92ea8