Professor Brett Hayes

Professor Brett Hayes

Professor
Science
School of Psychology

Professor Hayes (UNSW) is the founding Director of the Sydney Thinking and Reasoning (STAR) Laboratory, which he has led for over 15 years.  In that time the laboratory has attracted over $4M in competitive research funding.  Professor Hayes is an internationally recognised expert in reasoning, concept learning and memory, and in developmental change in these processes.  His work in these areas involves both experimental investigation and the application of computational models.  He also has a long-standing interest in the application of fundamental cognitive research to solving problems in areas such as forensic and clinical decision-making, early childhood education, and science communication in relation to climate change. He has previously served as the Head of the School of Psychology and as a member of the Australian Research Council (ARC) College of Experts.

Phone
9385 3713
Location
Office: Rm 713 Mathews Building
  • Books | 2012
    White F; Hayes BK; Livesey D, 2012, Developmental Psychology: From Infancy to Adulthood, Pearson Education, Frenchs Forest
    Books | 2010
    White F; Hayes BK; Livesey D, 2010, Developmental Psychology, Pearson, Australia
    Books | 2009
    White F; Hayes BK; Livesey D, 2009, Developmental Psychology, Pearson, Australia
    Books | 2005
    White FA; Hayes BK; Livesey DJ, 2005, Developmental Psychology: From Infancy to Adulthood, White F; Hayes BK; Livesey D, (eds.), Pearson Education, Frenchs Forest
  • Book Chapters | 2023
    Hayes BK; Desai SC; Ransom K; Kemp C, 2023, 'The Dog that Didn’t Bark', in Sampling in Judgment and Decision Making, Cambridge University Press, pp. 153 - 176, http://dx.doi.org/10.1017/9781009002042.009
    Book Chapters | 2023
    Hayes BK, 2023, 'Models of Inductive Reasoning', in The Cambridge Handbook of Computational Cognitive Sciences, Cambridge University Press, pp. 426 - 450, http://dx.doi.org/10.1017/9781108755610.017
    Book Chapters | 2015
    Feeney A; Hayes B; Heit E, 2015, 'FROM TOOL TO THEORY What recognition memory reveals about inductive reasoning', in Feeney A; Thompson VA (ed.), REASONING AS MEMORY, edn. Current Issues in Thinking and Reasoning, PSYCHOLOGY PRESS, pp. 110 - 127, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000351551000007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Book Chapters | 2015
    Feeney A; Hayes BK; Heit E, 2015, 'From tool to theory: What recognition memory reveals about inductive reasoning', in Feeney A; Thompson V (ed.), Reasoning as memory, Psychology Press, Hove, East Sussex, UK, pp. 100 - 127, https://books.google.com.au/books?id=gEuvBAAAQBAJ&pg=PA182&lpg=PA182&dq=A.+Feeney+&+V.+A.+Thompson+(Eds).+Reasoning+as+memory.+Psychology+Press.&source=bl&ots=6AneUJlDQg&sig=gmYgiis2A_KvOKurvKcN_m2zv4
    Book Chapters | 2013
    Hayes BK; Heit E, 2013, 'Induction', in Reisberg D (ed.), The Oxford Handbook of Cognitive Psychology, OUP USA
    Book Chapters | 2012
    Heit E; Rotello CM; Hayes BK, 2012, 'Chapter Two Relations Between Memory and Reasoning', in The Psychology of Learning and Motivation, Elsevier, pp. 57 - 101, http://dx.doi.org/10.1016/b978-0-12-394293-7.00002-9
    Book Chapters | 2007
    Hayes BK, 2007, 'The development of inductive reasoning', in Feeney A; Heit E (ed.), Inductive Reasoning: Experimental, developmental and computational approaches, Cambridge University Press, New York, pp. 25 - 54, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000297012700003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
  • Journal articles | 2023
    Hayes BK; Stephens RG; Dunn JC, 2023, 'Unifying theories of reasoning and decision making', Behavioral and Brain Sciences, 46, pp. e126, http://dx.doi.org/10.1017/S0140525X22002916
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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, http://dx.doi.org/10.1037/xlm0001149
    Journal articles | 2022
    Xie B; Hayes B, 2022, 'Sensitivity to Evidential Dependencies in Judgments Under Uncertainty', Cognitive Science, 46, http://dx.doi.org/10.1111/cogs.13144
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2020
    Hayes BK; Wei P; Dunn JC; Stephens RG, 2020, '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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2020
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2018
    Hayes B, 2018, 'The Category Use Effect in Clinical Diagnosis', Clinical Psychological Science, 6, pp. 216 - 227, http://dx.doi.org/10.1177/2167702617712525
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2017
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2012
    Hayes BK; Fritz K; Heit E, 2012, 'The Relationship Between Memory and Inductive Reasoning: Does It Develop?', Developmental Psychology, 49, pp. 848 - 860, http://dx.doi.org/10.1037/a0028891
    Journal articles | 2012
    Hayes BK; Lim , 2012, 'Awareness and Inductive Selectivity', Journal of Experimental Psychology - Learning Memory and Cognition, July, pp. 821 - 831, http://dx.doi.org/10.1037/a0029526
    Journal articles | 2012
    Hayes BK; Rehder , 2012, 'The development of causal categorization', Cognitive Science, 36, pp. 1102 - 1128, http://dx.doi.org/10.1111/j.1551-6709.2012.01244.x
    Journal articles | 2012
    Heathcote ; Hayes BK, 2012, 'Diffusion versus Linear Ballistic Accumulation: Different models for response time with different conclusions about psychological mechanisms?', Canadian Journal of Experimental Psychology - Revue Canadienne de Psychologie Experimentale, 66, pp. 125 - 136, http://dx.doi.org/10.1037/a0028189
    Journal articles | 2012
    Heit E; Rotello C; Hayes BK, 2012, 'Relations between memory and reasoning', Psychology of Learning and Motivation - Advances in Research and Theory, 57, pp. 57 - 101, http://dx.doi.org/10.1016/B978-0-12-394293-7.00002-9
    Journal articles | 2011
    Griffiths OD; Hayes BK; Newell BR; Papadopoulos C, 2011, 'Where to look first for an explanation of induction with uncertain categories', Psychonomic Bulletin and Review, 18, pp. 1212 - 1221, http://dx.doi.org/10.3758/s13423-011-0155-0
    Journal articles | 2011
    Griffiths OD; Hayes BK; Newell BR, 2011, 'Feature-based versus Category-Based induction with uncertain categories', Journal of Experimental Psychology - Learning Memory and Cognition, 38, pp. 576 - 595, http://dx.doi.org/10.1037/a0026038
    Journal articles | 2011
    Hayes BK, 2011, 'The uncertain status of Bayesian accounts of reasoning', Behavioral and Brain Sciences, 34, pp. 201 - 202, http://dx.doi.org/10.1017/S0140525X1100029X
    Journal articles | 2011
    Heit E; Hayes BK, 2011, 'Predicting reasoning from memory', Journal of Experimental Psychology - General, 140, pp. 76 - 101, http://dx.doi.org/10.1037/a0021488
    Journal articles | 2010
    Hayes BK; Heit E; Swendsen U, 2010, 'Inductive Reasoning', Wiley Interdisciplinary Reviews: Cognitive Science, 1, pp. 278 - 292
    Journal articles | 2010
    Hayes BK; Kearney L, 2010, 'Defending the concept of “concepts”', Behavioral and Brain Sciences, 33, pp. 214 - 215, http://dx.doi.org/10.1017/S0140525X10000373
    Journal articles | 2010
    Hayes BK; Kurniawan H; Newell BR, 2010, 'Rich in Vitamin C or just a convenient snack? Multiple-category reasoning with cross-classified foods', Memory and Cognition, 39, pp. 92 - 106, http://dx.doi.org/10.3758/s13421-010-0022-7
    Journal articles | 2010
    Hayes BK; Sweller N, 2010, 'More than one kind of inference: Re-examining what's learned in feature inference and classification', Quarterly Journal of Experimental Psychology, 63, pp. 1568 - 1589
    Journal articles | 2010
    Newell BR; Paton H; Hayes BK; Griffiths O, 2010, 'Speeded induction under uncertainty: The influence of multiple categories and feature conjunctions', PSYCHONOMIC BULLETIN & REVIEW, 17, pp. 869 - 874, http://dx.doi.org/10.3758/PBR.17.6.869
    Journal articles | 2010
    Newell BR; Paton HC; Hayes BK; Griffiths OD, 2010, 'Speeded induction under uncertainty: The influence of multiple categories and feature conjunctions', Psychonomic Bulletin and Review, 17, pp. 869 - 874, http://dx.doi.org/10.3758/PBR.17.6.869
    Journal articles | 2010
    Papadopoulos C; Hayes BK; Newell BR, 2010, 'Non-categorical approaches to feature prediction with uncertain categories', Memory and Cognition, 39, pp. 304 - 318, http://dx.doi.org/10.3758/s13421-010-0009-4
    Journal articles | 2009
    Hayes BK; Newell BR, 2009, 'Induction with uncertain categories: When do people consider the category alternatives?', Memory and Cognition, 37, pp. 730 - 743, http://dx.doi.org/10.3758/MC.37.6.730
    Journal articles | 2009
    Newell BR; Mitchell CJ; Hayes BK, 2009, 'Missing the target', Journal of Behavioral Decision Making, 22, pp. 528 - 532, http://dx.doi.org/10.1002/bdm.646
    Journal articles | 2008
    Hayes BK; Chen T, 2008, 'Clinical expertise and reasoning with uncertain categories', Psychonomic Bulletin and Review, 15, pp. 1002 - 1007, http://dx.doi.org/10.3758/PBR.15.5.1002
    Journal articles | 2008
    Hayes BK; McKinnon R; Sweller N, 2008, 'The development of category-based induction: Reexamining conclusions from the induction then recognition (ITR) paradigm', Developmental Psychology, 44, pp. 1430 - 1441, http://dx.doi.org/10.1037/0012-1649.44.5.1430
    Journal articles | 2008
    Newell BR; Mitchell CJ; Hayes BK, 2008, 'Getting scarred and winning lotteries: Effects of exemplar cuing and statistical format on imagining low-probability events', Journal of Behavioral Decision Making, 21, pp. 317 - 335, http://dx.doi.org/10.1002/bdm.584
    Journal articles | 2007
    Hayes BK; Thompson SP, 2007, 'Causal relations and feature similarity in children`s inductive reasoning', Journal of Experimental Psychology - General, 136, pp. 470 - 484
    Journal articles | 2007
    Jaaniste T; Hayes BK; von Baeyer CL, 2007, 'Effects of preparatory information and distraction on children`s cold-pressor pain outcomes: A randomized controlled trial', Behaviour Research and Therapy, 45, pp. 2789 - 2799, http://dx.doi.org/10.1016/j.brat.2007.07.005
    Journal articles | 2007
    Jaaniste T; Hayes BK; von Baeyer CL, 2007, 'Providing children with information about forthcoming medical procedures: A review and synthesis', Clinical Psychology - Science and Practice, 14, pp. 124 - 143, http://dx.doi.org/10.1111/j.1468-2850.2007.00072.x
    Journal articles | 2007
    Newell BR; Hayes BK, 2007, 'Naturally nested, but why dual process?', Behavioral and Brain Sciences, 30, pp. 276 - +, http://dx.doi.org/10.1017/S0140525X07001847
    Journal articles | 2006
    Journal articles | 2006
    Hayes BK, 2006, 'Knowledge, development, and category learning', Psychology of Learning and Motivation - Advances in Research and Theory, 46, pp. 37 - 77, http://dx.doi.org/10.1016/S0079-7421(06)46002-3
    Journal articles | 2006
    Piira T; Hayes B; Goodenough B; von Baeyer CL, 2006, 'Effects of attentional direction, age, and coping style on cold-pressor pain in children', Behaviour Research and Therapy, 44, pp. 849 - 862, http://dx.doi.org/10.1016/j.brat.2005.06.003
    Journal articles | 2006
    Piira T; Hayes BK; Goodenough BJ; von Baeyer CL, 2006, 'Effects of attentional direction, age, and coping style on cold-pressor pain in children', Behaviour Research and Therapy, 44, pp. 835 - 848, http://dx.doi.org/10.1016/j.brat.2005.03.013
    Journal articles | 2006
    Sweller N; Hayes BK, 2006, 'Category learning through feature inference: The effects of attentional demands on category representations', Australian Journal of Psychology, 58, pp. 92 - 92, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000242541400331&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
    Journal articles | 2005
    Hayes B, 2005, 'Paediatric disorders: our understanding evolves', The Lancet Neurology, 4, pp. 218 - 218, http://dx.doi.org/10.1016/s1474-4422(05)70039-9
    Journal articles | 2005
    Hayes BK; Heit E, 2005, 'Relations among categorization, induction, recognition and similarity: comment on Sloutsky and Fisher', Journal of Experimental Psychology - General, 134, pp. 596 - 605, http://dx.doi.org/10.1037/0096-3445.134.4.596
    Journal articles | 2005
    Heit E; Hayes BK, 2005, 'Illuminating reasoning and categorization', Behavioral and Brain Sciences, 28, pp. 27 - 27, http://dx.doi.org/10.1017/S0140525X05360018
    Journal articles | 2005
    Journal articles | 2004
    Carmichael G; Hayes B; Ferguson A, 2004, 'Time-interval measurement in stuttering: can it make the transition from research to practice?', Asia Pacific Journal of Speech, Language and Hearing, 9, pp. 113 - 128, http://dx.doi.org/10.1179/136132804805575930
    Journal articles | 2004
    Hayes BK; Bragg KM, 2004, 'Concept learning in children: The roles of causal and associative knowledge', Australian Journal of Psychology, 56, pp. 15 - 15, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000226723400044&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
    Journal articles | 2004
    Hayes BK; Heit E, 2004, 'Why learning and development can lead to poorer recognition memory', Trends in Cognitive Sciences, 8, pp. 337 - 339, http://dx.doi.org/10.1016/j.tics.2004.05.001
    Journal articles | 2004
    Hayes BK; Lawson C; Moloney M; Coley J, 2004, 'Knowledge expectations and inductive reasoning within conceptual hierarchies', Cognition, 90, pp. 217 - 253, http://dx.doi.org/10.1016/S0010-0277(03)00159-8
    Journal articles | 2004
    Hayes BK; Younger K, 2004, 'Category use effects in children', Child Development, 75, pp. 1 - 14
    Journal articles | 2004
    Hayes BK; Younger K, 2004, 'Category-use effects in children', Child Development, 75, pp. 1719 - 1732, http://dx.doi.org/10.1111/j.1467-8624.2004.00812.x
    Journal articles | 2004
    Piira T; Hayes B; Goodenough B; Von Baeyer C, 2004, 'Pain in children, psychosocial', The Journal of Pain, 5, pp. S3 - S3, http://dx.doi.org/10.1016/j.jpain.2004.02.547
    Journal articles | 2003
    Hayes BK; Foster K; Gadd N, 2003, 'Prior knowledge and subtyping effects in children`s category learning', Cognition, 88, pp. 171 - 199, http://dx.doi.org/10.1016/S0010-0277(03)00021-0
    Journal articles | 2003
    Hayes BK; Goodhew A; Heit E; Gillan J, 2003, 'The role of diverse instruction in conceptual change', Journal of Experimental Child Psychology, 86, pp. 253 - 276, http://dx.doi.org/10.1016/j.jecp.2003.09.002
    Journal articles | 2003
    Medin D; Coley J; Storms G; Hayes BK, 2003, 'A relevance theory of induction', Psychonomic Bulletin and Review, 10, pp. 517 - 532, http://dx.doi.org/10.3758/BF03196515
    Journal articles | 2002
    Hayes BK; Holliday R; Reyna V, 2002, 'Memory processes underlying misinformation effects in child witnesses', Developmental Review, 22, pp. 37 - 77, http://dx.doi.org/10.1006/drev.2001.0534
    Journal articles | 2002
    Hayes BK; Holliday R, 2002, 'Automatic and intentional processes in children`s recognition memory. The reversed misinformation effect', Applied Cognitive Psychology, 16, pp. 1 - 16, http://dx.doi.org/10.1002/acp.789
    Journal articles | 2002
    Hayes BK; Longstaff M; Taplin J, 2002, 'Prior knowledge and exemplar similarity in category learning: Further evidence for their integration', European Journal of Cognitive Psychology, 14, pp. 549 - 571, http://dx.doi.org/10.1080/09541440143000177
    Journal articles | 2002
    Hayes BK, 2002, 'Putting data analysis back on the map', Acquiring knowledge in speech, language and hearing, 4, pp. 50 - 50
    Journal articles | 2002
    Piira T; Hayes BK; Goodenough BJ, 2002, 'Distraction methods in the management of children`s pain: An approach based evidence or intuition?', The Suffering Child, 1, pp. 15 - 20
    Journal articles | 2001
    Carmichael CA; Hayes BK, 2001, 'Prior knowledge and exemplar encoding in children`s concept acquisition', Child Development, 72, pp. 1071 - 1090, http://dx.doi.org/10.1111/1467-8624.00335
    Journal articles | 2001
    Holliday R; Hayes BK, 2001, 'Automatic and intentional processes in children`s eyewitness suggestibility', Cognitive Development, 16, pp. 617 - 636, http://dx.doi.org/10.1016/S0885-2014(01)00042-9
    Journal articles | 2000
    Hayes BK; Conway RF, 2000, 'Concept acquisition in children with mild intellectual disability: Factors affecting the abstraction of prototypical and exemplar information.', Journal of Intellectual and Developmental Disability, 25, pp. 217 - 234, http://dx.doi.org/10.1080/13269780050144280
    Journal articles | 2000
    Hayes BK; Conway RN, 2000, 'Concept acquisition in children with mild intellectual disability: Factors affecting the abstraction of prototypical information', Journal of Intellectual and Developmental Disability, 25, pp. 217 - 234, http://dx.doi.org/10.1080/13269780050144280
    Journal articles | 2000
    Holliday BK; Hayes BK, 2000, 'Dissociating automatic and intentional processes in children's eyewitness memory.', , 75, pp. 1 - 42
    Journal articles | 1999
    Holliday RE; Douglas KM; Hayes BK, 1999, 'Children's Eyewitness Suggestibility: Memory trace strength revisited', Cognitive Development, 14, pp. 443 - 462, http://dx.doi.org/10.1016/S0885-2014(99)00014-3
    Journal articles | 1998
    Heath RA; Hayes BK, 1998, 'Why is capacity limited? Missing dynamics and developmental controversies', BEHAVIORAL AND BRAIN SCIENCES, 21, pp. 839 - +, http://dx.doi.org/10.1017/S0140525X98311760
    Journal articles | 1997
    Hayes BK; Delamothe K, 1997, 'Cognitive interviewing procedures and suggestibility in children's recall', Journal of Applied Psychology, 82, pp. 562 - 577, http://dx.doi.org/10.1037/0021-9010.82.4.562
    Journal articles | 1997
    Hayes BK; Delamothe K, 1997, 'Cognitive interviewing procedures and suggestibility in children's recall.', Journal of Applied Psychology, 82, pp. 562 - 577, http://dx.doi.org/10.1037//0021-9010.82.4.562
    Journal articles | 1996
    Hayes BK; Hennessy R, 1996, 'The Nature and Development of Nonverbal Implicit Memory', Journal of Experimental Child Psychology, 63
    Journal articles | 1996
    Hayes BK; Taplin JE; Munro KI, 1996, 'Prior knowledge and sensitivity to feature correlations in category acquisition', Australian Journal of Psychology, 48, pp. 27 - 34, http://dx.doi.org/10.1080/00049539608259502
    Journal articles | 1995
    Harris LM; Adams RD; Menzies RG; Hayes BK, 1995, 'Identification and memory for fear‐relevant stimuli: Implicit memory performance of insect fearfuls favours fear‐relevant pictures', Australian Journal of Psychology, 47, pp. 105 - 109, http://dx.doi.org/10.1080/00049539508257508
    Journal articles | 1995
    Hayes B, 1995, 'International Handbook of Phobic and Anxiety Disorders in Children and Adolescents, Thomas H. Ollendick, Neville J. King, & William Yule (Eds.). New York: Plenum Press (1994) 496pp. $A75 hardcover', Behaviour Change, 12, pp. 243 - 243, http://dx.doi.org/10.1017/s0813483900004149
    Journal articles | 1995
    Hayes B, 1995, 'International Handbook of Phobic and Anxiety Disorders in Children and AdolescentsThomas H. Ollendick, Neville J. King, & William Yule (Eds.) New York: Plenum Press, 1994, 496 pp., $A75 hardcover.', Behaviour Change, 12, pp. 170 - 170, http://dx.doi.org/10.1017/s0813483900006069
    Journal articles | 1995
    Hayes BK; Taplin JE, 1995, 'Similarity-based and Knowledge-based Processes in Category Learning', European Journal of Cognitive Psychology, 7, pp. 383 - 410, http://dx.doi.org/10.1080/09541449508403105
    Journal articles | 1994
    McLeod S; Hand L; Rosenthal J; Hayes BK, 1994, 'The effect of sampling condition on children’s production of consonant clusters.', Journal of Speech, Language and Hearing Research, 37, pp. 868 - 882, http://dx.doi.org/10.1044/jshr.3704.868
    Journal articles | 1993
    HAYES BK; TAPLIN JE, 1993, 'SIMILARITY AND KNOWLEDGE-BASED PROCESSES IN CONCEPT-ACQUISITION', AUSTRALIAN JOURNAL OF PSYCHOLOGY, 45, pp. 114 - 114, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1993LW89600035&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 1993
    Hayes BK; Taplin JE, 1993, 'Developmental differences in the use of prototype and exemplar-specific information', Journal of Experimental Child Psychology, 55, pp. 329 - 352, http://dx.doi.org/10.1006/jecp.1993.1019
    Journal articles | 1993
    Hayes BK; Taplin JE, 1993, 'The development of conceptual knowledge in children with mental retardation.', American Journal of Mental Retardation, 98, pp. 293 - 303
    Journal articles | 1992
    Haslam SA; Turner JC; Oakes PJ; McGarty C; Hayes BK, 1992, 'Context‐dependent variation in social stereotyping 1: The effects of intergroup relations as mediated by social change and frame of reference', European Journal of Social Psychology, 22, pp. 3 - 20, http://dx.doi.org/10.1002/ejsp.2420220104
    Journal articles | 1992
    Hayes BK; Taplin JE, 1992, 'Developmental changes in categorization processes: Knowledge and similarity-based modes of categorization', Journal of Experimental Child Psychology, 54, pp. 188 - 212, http://dx.doi.org/10.1016/0022-0965(92)90035-5
    Journal articles | 1992
    Onslow M; Hayes B; Hutchins L; Newman D, 1992, 'Speech Naturalness and Prolonged-Speech Treatments for Stuttering', Journal of Speech, Language, and Hearing Research, 35, pp. 274 - 282, http://dx.doi.org/10.1044/jshr.3502.274
    Journal articles | 1992
    Onslow M; Hayes BK; Rowlands L; Newman D, 1992, 'Speech naturalness and prolonged speech treatments for stuttering: Further variables and data.', The Journal of Speech, Language and Hearing Research, 35, pp. 274 - 282
    Journal articles | 1989
    Hayes B; Hesketh B, 1989, 'Attribution theory, judgmental biases, and cognitive behavior modification: Prospects and problems', Cognitive Therapy and Research, 13, pp. 211 - 230, http://dx.doi.org/10.1007/BF01173404
  • Preprints | 2023
    Hayes B; Pham J; Lee J; Perfors A; Ransom K; Connor Desai S, 2023, Changing your mind about the data: Updating sampling assumptions in inductive inference, , http://dx.doi.org/10.31234/osf.io/2am9v
    Preprints | 2021
    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/gr4kh
    Preprints | 2020
    Stephens RG; Dunn JC; Hayes B; Kalish M, 2020, A test of two processes: The effect of training on deductive and inductive reasoning, http://dx.doi.org/10.31234/osf.io/bx3tj
    Preprints | 2019
    Hayes B; Navarro D; Stephens RG; Ransom K; Dilevski N, 2019, The diversity effect in inductive reasoning depends on sampling assumptions, http://dx.doi.org/10.31234/osf.io/ve9sa
    Preprints | 2019
    Lee JC; Lovibond P; Hayes B; Navarro D, 2019, Negative evidence and inductive reasoning in generalization of associative learning, http://dx.doi.org/10.31234/osf.io/umven
    Preprints | 2019
    Sumner E; Li AX; Perfors A; Hayes B; Navarro D; Sarnecka BW, 2019, The Exploration Advantage: Children’s instinct to explore allows them to find information that adults miss., http://dx.doi.org/10.31234/osf.io/h437v
    Preprints | 2018
    Hayes B; Banner S; Forrester S; Navarro D, 2018, Sampling Frames and Inductive Inference with Censored Evidence, , http://dx.doi.org/10.31234/osf.io/n49us
    Preprints | 2018
    Hayes B; Banner S; Forrester S; Navarro D, 2018, Sampling frames and inductive inference with censored evidence, , http://dx.doi.org/10.31234/osf.io/2m83v
    Conference Papers | 2018
    Xie B; Hayes BK; Navarro D, 2018, 'Adding types, but not tokens, affects the breadth of property induction', in Rogers TT; Rau M; Zhu X; Kalish CW (eds.), COGSCI 2018 Proceedings, Cognitive Science Society, Madison, USA, pp. 1199 - 1204, presented at 40th Annual Conference of the Cognitive Science Society, Madison, USA, 25 July 2018 - 28 July 2018, http://dx.doi.org/10.1111/cogs.12895
    Conference Papers | 2017
    Hayes BK; Banner S; Navarro DJ, 2017, 'Sampling frames, Bayesian inference and inductive reasoning', in Gunzelmann G; Howes A; Tenbrink T; Davelaar E (eds.), Proceedings of the 39th Annual Conference of the Cognitive Science Society, Cognitive Science Society
    Conference Papers | 2015
    Hayes BK; Hawkins GE; Newell B, 2015, 'Why do people fail to consider alternative hypotheses in judgments under uncertainty?', in Noelle D; Dale R; Warlaumont A; Yoshimi J; Matlock T; Jennings C; Maglio P (eds.), Proceedings of the 37th Annual Meeting of the Cognitive Science Society. Austin, TX: Cognitive Science Society., Cognitive Science Society, Pasadena, CA, USA, presented at 37th Annual Meeting of the Cognitive Science Society, Pasadena, CA, USA, 22 July 2015 - 25 July 2015, https://mindmodeling.org/cogsci2015/index.html
    Conference Papers | 2013
    Hayes BK; Liew J, 2013, 'Inductive and deductive reasoning in Obsessive-Compulsive Disorder', in Knauff M; Pauen M; Sebanz N; Wachsmuth I (eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society, Cognitive Science Society, Austin, Texas, USA, pp. 2890 - 2895, presented at 35th Annual Conference of the Cognitive Science Society, Berlin, Germnay, 31 July 2013 - 03 August 2013, http://mindmodeling.org/cogsci2013/
    Conference Papers | 2013
    Hayes BK; Newell BR; Hawkins G, 2013, 'Causal model and sampling approaches to reducing base rate neglect', in Knauff M; Pauen M; Sebanz N; Wachsmuth I (eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society, Cognitive Science Society, Austin, Texas, USA, pp. 567 - 572, presented at 35th Annual Conference of the Cognitive Science Society, Berlin, Germany, 31 July 2013 - 03 August 2013, http://mindmodeling.org/cogsci2013/papers/0125/paper0125.pdf
    Datasets | 2011
    Hayes BK; Heit E, 2011, Flexible Similarity in Inductive Reasoning and Recognition Memory, , http://dx.doi.org/10.1037/e520602012-005
    Datasets | 2010
    Hayes BK; Kurniawan H; Newell BR, 2010, Induction with cross-classified items, , http://dx.doi.org/10.1037/e520592012-004
    Datasets | 2009
    Griffiths O; Hayes BK; Newell BR; Papadopoulos C, 2009, Using eye gaze to examine induction when category membership is uncertain, , http://dx.doi.org/10.1037/e520562012-515
    Datasets | 2009
    Hayes BK; Heit E, 2009, Exploring the relationship between inductive reasoning and recognition memory, , http://dx.doi.org/10.1037/e520562012-194
    Conference Papers | 2009
    Kearney L; Hayes B, 2009, 'As time goes by: Temporal construal moderates the effects of category variability on belief revision', in Proceedings of the 9th Conference of the Australasian Society for Cognitive Science, Macquarie Centre for Cognitive Science, presented at 9th Conference of the Australasian Society for Cognitive Science, 30 September 2009 - 02 October 2009, http://dx.doi.org/10.5096/ascs200927
    Conference Papers | 2009
    Kearney L; Hayes BK, 2009, 'As time goes by: The role of variability in category belief revision', in Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society, Cognitive Science Society, Amsterdam, Netherlands, presented at 31st Annual Conference of the Psychonomic Society, Amsterdam, http://csjarchive.cogsci.rpi.edu/proceedings/2009/papers/254/paper254.pdf
    Conference Papers | 2009
    Papadopoulos C; Hayes BK; Newell BR, 2009, 'Induction with uncertain categories', in Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society, Cognitive Science Society, Amsterdam, Netherlands, presented at 31st Annual Conference of the Cognitive Science Society, Amsterdam, http://csjarchive.cogsci.rpi.edu/proceedings/2009/papers/43/paper43.pdf
    Conference Papers | 2008
    Heit E; Hayes BK, 2008, 'Predicting reasoning from visual memory.', in Proceedings of the 30th Annual Conference of the Cognitive Science Society, Washington DC, presented at 30th Annual Conference of the Cognitive Science Society, Washington DC, 23 July 2008 - 26 July 2008
    Conference Papers | 2007
    Hayes BK; Ruthven CM; Newell BR, 2007, 'Inferring properties when categorization is uncertain : A feature-conjunction account', in McNamara D; Tafton G (ed.), 29th Annual Conference of the Cognitive Science Society, Cognitive Science Society, Inc., Wheat Ridge, CO, pp. 1073 - 1078, presented at 29th Annual Conference of the Cognitive Science Society, Nashville, Tennessee, USA, 01 August 2007 - 04 August 2007
    Datasets | 2006
    Hayes BK; Kearney L, 2006, Variability and belief revision involving stereotypical and nonstereotypical attributes, , http://dx.doi.org/10.1037/e527352012-436
    Datasets | 2006
    Sweller N; Hayes BK; Newell BR, 2006, Category learning through inference and classification: Attentional allocation causes differences in mental representation, , http://dx.doi.org/10.1037/e527352012-685
    Conference Papers | 2005
    Newell BR; Mitchell CJ; Hayes BK, 2005, 'Imagining Low Probability Events', in Cognitive Science Society, XXVIIth Annual Conference of Cognitive Science Society, Stresa, Italy, presented at XXVIIth Annual Conference of Cognitive Science Society, Stresa, Italy, 21 July 2005 - 23 July 2005

My Teaching

PSYC3341 Developmental Psychology (Course Chair)

PSYC3221 Cognitive Science

PSYC2061 Developmental and Social Psychology

Psychology Honours 1B Elective: Thinking - What it is and How to Do it