Publications
Forthcoming
Fenton, N., Neil, M., Lagnado, D.A.(in press). A General Structure for Legal Arguments About Evidence Using Bayesian Networks [pdf]
Frosch, C. A., McCormack, T., Lagnado, D.A., & Burns, P. (In Press - Cognitive Science). Temporal influences on causal structure judgments.
Lagnado, D.A., Fenton, N., Neil, M. (in press). Legal idioms: a framework for evidential reasoning. Argument and Computation. [pdf]
Lagnado, D. A., Gerstenberg, T. & Zultan, R. (submitted). Causal responsibility and counterfactuals.
Gerstenberg, T. & Lagnado, D. A. (submitted). Attributing responsibility: Actual and counterfactual worlds.
2012
Zultan, R., Gerstenberg, T. & Lagnado, D. A. (2012). Finding fault: Causality and counterfactuals in group attributions. Cognition, 125(3), 429-440. [pdf]
Frosch, C. A., McCormack, T., Lagnado, D.A., Burns, P. (2012). Are causal structure and intervention judgments inextricably linked? A developmental study. Cognitive Science, 36(2), 261-285.
Gerstenberg, T. & Lagnado, D. (2012). When contributions make a difference: Explaining order effects in responsibility attributions. Psychonomic Bulletin & Review, 19(4), 729-736. [pdf]
Gerstenberg, T., Goodman, N. D., Lagnado, D. A. & Tenenbaum, J. B. (2012). Noisy Newtons: Unifying process and dependency accounts of causal attribution. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society, 378-383. [pdf][demo]
Gerstenberg, T. & Goodman, N. D. (2012). Ping Pong in Church: Productive use of concepts in human probabilistic inference. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society. [pdf]
McCoy, J., Ullman, T., Stuhlmüller, A., Gerstenberg, T. & Tenenbaum, J. B. (2012). Probabilistic generative models for counterfactual reasoning and blame attribution.In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society. [pdf]
2011
Channon, S., Lagnado, D. A., Fitzpatrick, S., Drury, H. & Taylor, I. (2011). Judgments of cause and blame: Sensitivity to intentionality in Asperger's syndrome. Journal of Autism and Developmental Disorders.
Frosch, C. A. & Johnson-Laird, P. N. (2011). Is everyday causation deterministic or probabilistic? Acta Psychologica. 137, 280 – 291.
Gerstenberg, T., Lagnado, D. A, Speekenbrink, M. & Cheung, C. (2011). Rational order effects in responsibility attributions. In L. Carlson, C. Hölscher, & T. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society, 1715-1720. [pdf] [data] [demo]
Gerstenberg, T., Ejova, A. & Lagnado, D. A. (2011). Blame the skilled. In L. Carlson, C. Hölscher, & T. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society,720-725. [pdf] [data] [demo]
Lagnado, D. A. (2011). Thinking about Evidence. in Dawid, P., Twining, W., Vasaliki, M. (ed.) Evidence, Inference and Enquiry. Oxford University Press/British Academy. [pdf]
Lagnado, D. A. (2011). Causal Thinking. in McKay-Illari, P., Russo, F., Williamson, J. (ed.) Causality in the Sciences. Oxford University Press. [pdf]
Levati, V. & Zultan, R. (2011). Cycles of Conditional Cooperation in a Real-Time Voluntary Contribution Mechanism. Games, 2(1), 1-15. [pdf]
Hagmayer, Y. & Lagnado, D. A. (2011). Causal models in judgment and decision making. In Dhami, M., Schlottman, A., Waldmann, M. (ed.) Judgment and decision making as a skill: Learning, Development and Evolution. Cambridge: Cambridge University Press.
McCormack, T., Frosch, C.A., & Burns, P. (2012). The relationship between children’s causal and counterfactual judgments. In C. Hoerl, T. McCormack, & S. R. Beck (Eds.), Understanding counterfactuals, understanding causation: Issues in Philosophy and Psychology. Oxford, England: Oxford University Press.
Schächtele, S., Gerstenberg, T. & Lagnado, D. A. (2011). Beyond outcomes: The influence of intentions and deception. In L. Carlson, C. Hölscher, & T. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society, 1860-1865. [pdf]
Wilkinson, L., Beigi, M., Lagnado, D. A. & Jahanshahi, M. (2011). Deep brain stimulation of the subthalamic nucleus selectively improves learning of weakly associated cue combinations during probabilistic classification learning in Parkinson's disease. Neuropsychology, 25, 286-294.
2010
Beaman, C.P., Smith, P. T., Frosch, C.A., & McCloy, R. (2010). Less-is-more effects without the recognition heuristic. Judgment and Decision Making, 5, 258–271.
Channon, S., Lagnado, D. A., Drury, H., Matheson, E., Fitzpatrick, S., Shieff, C., Mendoza, N. & Maudgil, D. (2010). Causal reasoning and intentionality judgments after frontal brain lesions. Social Cognition.
Gerstenberg, T., Lagnado, D. A. (2010). Spreading the Blame: The Allocation of Responsibility amongst Multiple Agents. Cognition, 115, 166-171. [pdf]
Gerstenberg, T., Lagnado, D. A. & Kareev, Y. (2010). The dice are cast: The role of intended versus actual contributions in responsibility attribution. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society, 1697-1702. [pdf] [data] [demo]
Goerg, S., Kube, S. & Zultan, R. (2010). Treating Equals Unequally - Incentives in Teams, Workers' Motivation and Production Technology. Journal of Labor Economics, 28, 747-772. [pdf]
Hagmayer, Y., Meder, B., Osman, M., Mangold, S. & Lagnado, D. A. (2010). Spontaneous Causal Learning While Controlling A Dynamic System. The Open Psychology Journal, 3, 145-162. [pdf]
Lagnado, D. A. & Speekenbrink, M. (2010). The Influence of Delays in Real-Time Causal Learning. The Open Psychology Journal, 3, 184-195. [pdf]
McCloy, R., Beaman, C.P., Frosch, C.A., & Goddard, K. (2010). Fast and frugal framing effects. Journal of Experimental Psychology: Learning, Memory and Cognition. 36(4), 1043-1052.
Meder, B., Gerstenberg, T., Hagmayer, Y. & Waldmann, M. (2010). Observing and Intervening: Rational and Heuristic Models of Causal Decision Making. The Open Psychology Journal, 3, 119-135. [pdf]
Perales, J. C., Shanks, D. R. & Lagnado, D. A. (2010). Causal Representation and Behavior: The Integration of Mechanism and Covariation. The Open Psychology Journal, 3, 174-183. [pdf]
Wilkinson, L., Jahanshahi, M., Gahir, H., Dharmindra, A. & Lagnado, D. A. (2010). Medication impairs probabilistic classification learning in Parkinson's disease. Neuropsychologia.
Zultan, R., Bar-Hillel, M., & Guy, N. (2010). When Being Wasteful Is Better than Feeling Wasteful. Judgment and Decision Making, 7(5),489-496 [pdf]
2009
Lagnado, D. A. (2009). A causal framework for integrating learning and reasoning. Behavioral and Brain Sciences, 32, 211-212.
Moore, J. W., Lagnado, D. A, Deal, D. C. & Haggard, P. (2009). Feelings of control:contingency determines experience of action. Cognition, 110, 279-283. [pdf]
Speekenbrink, M., Lagnado, D. A., Wilkinson, L., Jahanshahi, M. & Shanks, D. R. (2009). Models of probabilistic category learning in Parkinson’s disease: Strategy use and the effects of L-dopa. Journal of Mathematical Psychology.
2008
Lagnado, D. A. & Channon, S. (2008). Judgments of Cause and Blame: The influence of Intentionality and Foreseeability. Cognition, 108, 754-770. [pdf]
Lagnado, D. A. &Harvey, N. (2008). The impact of discredited evidence. Psychonomic Bulletin and Review, 15 (6), 1166-1173. [pdf]
Wilkinson, L., Lagnado, D. A., Quallo, M. & Jahanshahi, M. (2008). The effect of feedback on non-motor probabilistic classification learning in Parkinson’s disease. Neuropsychologia, 46 (11), 2683-2695.
Yu, E., Lagnado, D. A. & Chater,N. (2008). Retrospective evaluations of gambling wins: Evidence for a 'peak-end' rule. Proceedings of the 30th Annual Conference of the Cognitive Science Society, Love, B., McRae, K., Sloutsky, V. (ed.) , 77-82.
2007
Lagnado, D. A. (2007). Perspectives on Daniel Kahneman. Thinking & Reasoning, 13, 1-4.
Lagnado, D. A. & Shanks, D. R. (2007). Dual concerns with the dualist approach. Behavioral and Brain Sciences, 30 (3), 271-272.
Lagnado, D.A., Waldmann, M. R., Hagmayer, Y., & Sloman, S.A. (2007). Beyond covariation: Cues to causal structure. Gopnik, A., & Schultz, L. (Eds.), Causal learning: Psychology, philosophy, and computation. OUP. [pdf]
Hagmayer, Y., Sloman, S.A., Lagnado, D.A. & Waldmann, M. R., (2007). Causal reasoning through intervention. Gopnik, A., & Schultz, L. (Eds.), Causal learning: Psychology, philosophy, and computation. OUP. [pdf]
Newell, B.R, Lagnado, D. A., & Shanks, D. R. (2007). Straight choices: The psychology of judgment and decision. Psychology Press.
Newell, B.R., Lagnado, D.A., & Shanks, D.R. (2007). Challenging the role of implicit processes in probabilistic category learning. Psychonomic Bulletin and Review, 14, 505-511.
2006
Lagnado, D. A., Newell, B., Kahan, S., & Shanks, D. R. (2006). Insight and strategy in multiple cue learning. Journal of Experimental Psychology: General, 135, 162-183. [pdf]
Lagnado, D. A., & Sloman, S. A. (2006). Time as a guide to cause. Journal of Experimental Psychology: Learning, Memory & Cognition, 32, 451-460. [pdf]
2005
Sloman, S.A. & Lagnado, D.A. (2005). Do we ‘do’? Cognitive Science, 29, 5–39. [pdf]
Sloman, S.A. & Lagnado, D.A. (2005). The Problem of Induction. In K. Holyoak & R. Morrison (Eds.), Cambridge Handbook of Thinking and Reasoning, Cambridge University Press.
2004
Lagnado, D.A. & Sloman, S.A. (2004). The advantage of timely intervention. Journal of Experimental Psychology: Learning, Memory & Cognition, 30, 856-876. [pdf]
Lagnado, D.A. & Sloman, S.A. (2004). Inside and outside probability judgment. In D. Koehler & N. Harvey (Eds.), Blackwell Handbook of Judgment and Decision Making. Blackwell.
Sloman, S.A. & Lagnado, D.A. (2004). Causal Invariance in Reasoning and Learning. In B. Ross (Ed.), The Psychology of Learning and Motivation, 44, 287-325. San Diego: Elsevier Science.
2003
Lagnado, D.A. & Shanks, D.R. (2003). The influence of hierarchy on probability judgment. Cognition, 89, 157-178.
2002
Lagnado, D.A. & Shanks, D.R. (2002). Probability judgments in hierarchical learning: a conflict between predictiveness and coherence. Cognition, 83, 81-112.
Lagnado, D.A. & Sloman, S.A. (2002). Learning causal structure. In W. Gray & C. D. Schunn (Eds.), Proceedings of the twenty-fourth annual conference of the cognitive science society, Erlbaum. [pdf]
Sloman, S.A. & Lagnado D.A. (2002). Counterfactual undoing in deterministic causal reasoning. In W. Gray & C. D. Schunn (Eds.), Proceedings of the twenty-fourth annual conference of the cognitive science society, Erlbaum.
2000
Shanks, D.R & Lagnado, D.A. (2000). Sub-optimal reasons for rejecting optimality? Behavioral and Brain Sciences, 23, 761-762.