By Professor Brett Hayes

Journal articles

Hayes BK; Pham J; Lee J; Perfors A; Ransom K; Desai SC, 2024, 'Changing your mind about the data: Updating sampling assumptions in inductive inference', Cognition, 245, http://dx.doi.org/10.1016/j.cognition.2024.105717

Hayes BK; Stephens RG; Dunn JC, 2023, 'Unifying theories of reasoning and decision making', Behavioral and Brain Sciences, 46, http://dx.doi.org/10.1017/S0140525X22002916

Ransom KJ; Perfors A; Hayes BK; Desai SC, 2022, 'What Do Our Sampling Assumptions Affect: How We Encode Data or How We Reason From It?', Journal of Experimental Psychology: Learning Memory and Cognition, 49, pp. 1419 - 1438, http://dx.doi.org/10.1037/xlm0001149

Meyer-Grant CG; Cruz N; Singmann H; Winiger S; Goswami S; Hayes BK; Klauer KC, 2022, 'Are Logical Intuitions Only Make-Believe? Reexamining the Logic-Liking Effect', Journal of Experimental Psychology: Learning Memory and Cognition, 49, pp. 1280 - 1305, http://dx.doi.org/10.1037/xlm0001152

Hayes BK; Liew SX; Connor Desai S; Navarro DJ; Wen Y, 2022, 'Who Is Sensitive to Selection Biases in Inductive Reasoning?', Journal of Experimental Psychology: Learning Memory and Cognition, 49, pp. 284 - 300, http://dx.doi.org/10.1037/xlm0001171

Connor Desai S; Xie B; Hayes BK, 2022, 'Getting to the source of the illusion of consensus', Cognition, 223, http://dx.doi.org/10.1016/j.cognition.2022.105023

Croft J; Grisham JR; Perfors A; Hayes BK, 2022, 'Risking Everything in Obsessive–Compulsive Disorder: An Analogue Decision-Making Study', Journal of Psychopathology and Behavioral Assessment, 44, pp. 364 - 375, http://dx.doi.org/10.1007/s10862-021-09901-3

Xie B; Hayes B, 2022, 'Sensitivity to Evidential Dependencies in Judgments Under Uncertainty', Cognitive Science, 46, http://dx.doi.org/10.1111/cogs.13144

Hayes BK; Stephens RG; Lee MD; Dunn JC; Kaluve A; Choi-Christou J; Cruz N, 2022, 'Always Look on the Bright Side of Logic? Testing Explanations of Intuitive Sensitivity to Logic in Perceptual Tasks', Journal of Experimental Psychology: Learning Memory and Cognition, 48, pp. 1598 - 1617, http://dx.doi.org/10.1037/xlm0001105

Ng DW; Lee JC; Hayes BK; Lovibond PF, 2022, 'Generalization following symmetrical intradimensional discrimination training', Journal of Experimental Psychology: Animal Learning and Cognition, 48, pp. 179 - 189, http://dx.doi.org/10.1037/xan0000327

Connor Desai S; Xie B; Hayes B, 2021, 'Getting to the source of the illusion of consensus', , http://dx.doi.org/10.31234/osf.io/ebvmg

Hayes BK; Wisken A; Cruz N, 2021, 'Explaining the Popularity Bias in Online Consumer Choice', Journal of Experimental Psychology: General, 150, pp. 2185 - 2191, http://dx.doi.org/10.1037/xge0001031

Lee JC; Mills L; Hayes BK; Livesey EJ, 2021, 'Modelling generalisation gradients as augmented Gaussian functions', Quarterly Journal of Experimental Psychology, 74, pp. 106 - 121, http://dx.doi.org/10.1177/1747021820949470

Ransom K; Perfors A; Hayes B; Connor Desai S, 2021, 'What do our sampling assumptions affect: how we encode data or how we reason from it?', , http://dx.doi.org/10.31234/osf.io/yqtd9

Stephens RG; Dunn JC; Hayes BK; Kalish ML, 2020, 'A test of two processes: The effect of training on deductive and inductive reasoning', Cognition, 199, pp. 104223, http://dx.doi.org/10.1016/j.cognition.2020.104223

Stephens RG; Matzke D; Hayes BK, 2020, 'State-trace analysis — Misrepresented and misunderstood: Reply to Ashby (2019)', Journal of Mathematical Psychology, 96, pp. 102342, http://dx.doi.org/10.1016/j.jmp.2020.102342

Lovibond PF; Lee JC; Hayes BK, 2020, 'Stimulus Discriminability and Induction as Independent Components of Generalization', Journal of Experimental Psychology: Learning Memory and Cognition, 46, pp. 1106 - 1120, http://dx.doi.org/10.1037/xlm0000779

Xie B; Navarro DJ; Hayes BK, 2020, 'Adding Types, But Not Tokens, Affects Property Induction.', Cogn Sci, 44, pp. e12895, http://dx.doi.org/10.1111/cogs.12895

Lee JC; Lovibond PF; Hayes BK, 2019, 'Evidential diversity increases generalisation in predictive learning', Quarterly Journal of Experimental Psychology, 72, pp. 2647 - 2657, http://dx.doi.org/10.1177/1747021819857065

Xie B; Brewer MB; Hayes BK; McDonald RI; Newell BR, 2019, 'Predicting climate change risk perception and willingness to act', Journal of Environmental Psychology, 65, pp. 101331, http://dx.doi.org/10.1016/j.jenvp.2019.101331

Hayes BK; Banner S; Forrester S; Navarro DJ, 2019, 'Selective sampling and inductive inference: Drawing inferences based on observed and missing evidence', Cognitive Psychology, 113, pp. 101221, http://dx.doi.org/10.1016/j.cogpsych.2019.05.003

Hayes BK; Navarro DJ; Stephens RG; Ransom K; Dilevski N, 2019, 'The diversity effect in inductive reasoning depends on sampling assumptions', Psychonomic Bulletin and Review, 26, pp. 1043 - 1050, http://dx.doi.org/10.3758/s13423-018-1562-2

Stephens RG; Matzke D; Hayes BK, 2019, 'Disappearing dissociations in experimental psychology: Using state-trace analysis to test for multiple processes', Journal of Mathematical Psychology, 90, pp. 3 - 22, http://dx.doi.org/10.1016/j.jmp.2018.11.003

Stephens RG; Dunn JC; Hayes BK, 2019, 'Belief bias is response bias: Evidence from a two-step signal detection model', Journal of Experimental Psychology: Learning Memory and Cognition, 45, pp. 320 - 332, http://dx.doi.org/10.1037/xlm0000587

Lee JC; Lovibond PF; Hayes BK; Navarro DJ, 2019, 'Negative evidence and inductive reasoning in generalization of associative learning', Journal of Experimental Psychology: General, 148, pp. 289 - 303, http://dx.doi.org/10.1037/xge0000496

Hayes BK; Wei P; Dunn JC; Stephens RG, 2019, 'Why Is Logic So Likeable? A Single-Process Account of Argument Evaluation With Logic and Liking Judgments', Journal of Experimental Psychology: Learning Memory and Cognition, 46, pp. 699 - 719, http://dx.doi.org/10.1037/xlm0000753

Lee JC; Hayes BK; Lovibond PF, 2018, 'Peak shift and rules in human generalization', Journal of Experimental Psychology: Learning Memory and Cognition, 44, pp. 1955 - 1970, http://dx.doi.org/10.1037/xlm0000558

Hayes BK; Stephens RG; Ngo J; Dunn JC, 2018, 'The dimensionality of reasoning: Inductive and deductive inference can be explained by a single process', Journal of Experimental Psychology: Learning Memory and Cognition, 44, pp. 1333 - 1351, http://dx.doi.org/10.1037/xlm0000527

Liew J; Grisham JR; Hayes BK, 2018, 'Inductive and deductive reasoning in obsessive-compulsive disorder', Journal of Behavior Therapy and Experimental Psychiatry, 59, pp. 79 - 86, http://dx.doi.org/10.1016/j.jbtep.2017.12.001

Papadopoulos C; Hayes BK, 2018, 'What matters when judging intentionality—moral content or normative status? Testing the rational scientist model of the side-effect', Psychonomic Bulletin and Review, 25, pp. 1170 - 1177, http://dx.doi.org/10.3758/s13423-017-1312-x

Hayes BK; Heit E, 2018, 'Inductive reasoning 2.0', Wiley Interdisciplinary Reviews: Cognitive Science, 9, pp. e1459, http://dx.doi.org/10.1002/wcs.1459

Hayes B, 2018, 'The Category Use Effect in Clinical Diagnosis', Clinical Psychological Science, 6, pp. 216 - 227, http://dx.doi.org/10.1177/2167702617712525

Kary A; Newell BR; Hayes BK, 2018, 'What makes for compelling science? Evidential diversity in the evaluation of scientific arguments', Global Environmental Change, 49, pp. 186 - 196, http://dx.doi.org/10.1016/j.gloenvcha.2018.01.004

Nicholson SP; Carman CJ; Coe CM; Feeney A; Fehér B; Hayes BK; Kam C; Karp JA; Vaczi G; Heit E, 2018, 'The Nature of Party Categories in Two-Party and Multiparty Systems', Political Psychology, 39, pp. 279 - 304, http://dx.doi.org/10.1111/pops.12486

Hayes BK; Ngo J; Hawkins GE; Newell BR, 2018, 'Causal explanation improves judgment under uncertainty, but rarely in a Bayesian way', Memory and Cognition, 46, pp. 112 - 131, http://dx.doi.org/10.3758/s13421-017-0750-z

Hayes BK; Ramanan S; Irish M, 2018, 'Truth be told - Semantic memory as the scaffold for veridical communication', Behavioral and Brain Sciences, 41, pp. 27 - 28, http://dx.doi.org/10.1017/S0140525X17001364

Hayes BK; Dunn JC; Joubert A; Taylor R, 2017, 'Comparing single- and dual-process models of memory development', Developmental Science, 20, http://dx.doi.org/10.1111/desc.12469

Kary A; Hawkins GE; Hayes BK; Newell BR, 2017, 'A Bayesian latent mixture model approach to assessing performance in stock-flow reasoning', Judgment and Decision Making, 12, pp. 430 - 444, http://dx.doi.org/10.1017/s1930297500006471

Mahr J; Csibra G, 2017, 'Why do we remember? The communicative function of episodic memory.', Behav Brain Sci, 41, pp. 1 - 93, http://dx.doi.org/10.1017/S0140525X17000012

Stephens RG; Dunn JC; Hayes BK, 2017, 'A two-step signal detection model of belief bias', Proceedings of the 39th Annual Conference of the Cognitive Science Society, pp. 1138 - 1143

Stephens RG; Dunn JC; Hayes BK, 2017, 'Are There Two Processes in Reasoning? The Dimensionality of Inductive and Deductive Inferences', Psychological Review, 125, pp. 218 - 244, http://dx.doi.org/10.1037/rev0000088

Hayes BK; Hawkins GE; Newell BR, 2016, 'Consider the alternative: The effects of causal knowledge on representing and using alternative hypotheses in judgments under uncertainty', Journal of Experimental Psychology: Learning Memory and Cognition, 42, pp. 723 - 739, http://dx.doi.org/10.1037/xlm0000205

Hawkins GE; Hayes BK; Heit E, 2016, 'A dynamic model of reasoning and memory', Journal of Experimental Psychology: General, 145, pp. 155 - 180, http://dx.doi.org/10.1037/xge0000113

Hawkins GE; Hayes BK; Donkin C; Pasqualino M; Newell BR, 2015, 'A Bayesian latent-mixture model analysis shows that informative samples reduce base-rate neglect', Decision, 2, pp. 306 - 318, http://dx.doi.org/10.1037/dec0000024

Hayes BK; Hawkins GE; Newell BR; Pasqualino M; Rehder B, 2014, 'The role of causal models in multiple judgments under uncertainty', Cognition, 133, pp. 611 - 620, http://dx.doi.org/10.1016/j.cognition.2014.08.011

Newell BR; McDonald RI; Brewer M; Hayes BK, 2014, 'The psychology of environmental decisions', Annual Review of Environment and Resources, 39, pp. 443 - 467, http://dx.doi.org/10.1146/annurev-environ-010713-094623

Hayes BK; Heit E; Rotello CM, 2014, 'Memory, reasoning, and categorization: Parallels and common mechanisms', Frontiers in Psychology, 5, pp. 529, http://dx.doi.org/10.3389/fpsyg.2014.00529

Sweller N; Hayes BK, 2014, 'The development of induction based on noun and feature labels', Psychonomic Bulletin and Review, 21, pp. 1048 - 1055, http://dx.doi.org/10.3758/s13423-013-0576-z

Hayes BK; Heit E, 2013, 'How similar are recognition memory and inductive reasoning?', Memory and Cognition, 41, pp. 781 - 795, http://dx.doi.org/10.3758/s13421-013-0297-6

Hayes BK; Lim M, 2013, 'Development, awareness and inductive selectivity', Journal of Experimental Psychology: Learning, Memory, and Cognition,, pp. 821 - 831, http://dx.doi.org/10.1037/a0029526

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