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Causal Reasoning

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Definition

Causal reasoning refers to all cognition about cause and effect, except learning. “Reasoning” can refer to any post-learning cognitive processing, and the qualifier “causal” stipulates concern with cause and effect. Theories of causal reasoning may concern the structure of associations, how agents use such structures, or how that structure affects action. Although focus is most often on acquired structures, this is not a principled limitation. At least some causal reasoning research with nonhuman animals is phrased in terms of dispositions.

The topic applied to nonhuman animals is controversial. The controversy is largely due to misapprehensions about the term, but there are genuine theoretical disagreements regarding even the presence of causal reasoning as well.

“Reasoning” is a connotatively rich word, and this richness can mislead by appearing to attribute more than what a theory actually concerns. This danger can be alleviated (and some of the less productive...

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References

  • Beckers, T., Miller, R. R., De Houwer, J., & Urushihara, K. (2006). Reasoning rats: Forward blocking in Pavlovian animal conditioning is sensitive to constraints of causal inference. Journal of Experimental Psychology: General, 135, 92–102.

    Article  Google Scholar 

  • Blaisdell, A., Sawa, K., Leising, K. J., & Waldmann, M. R. (2006). Causal reasoning in rats. Science, 311, 1020–1022.

    Article  Google Scholar 

  • Bowers, R. I., & Timberlake, W. (2017). Do rats learn conditional independence? Royal Society Open Science, 4, 160994. https://doi.org/10.1098/rsos.160994.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bowers, R. I., & Timberlake, W. (2018a). Causal reasoning in rats' behaviour systems. Royal Society Open Science, 5, 171448. https://doi.org/10.1098/rsos.171448.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bowers, R. I., & Timberlake, W. (2018b). Intervening to learn about effects of one’s actions. Animal Behavior and Cognition, 5(1), 79–102. https://doi.org/10.26451/abc.05.01.07.2018.

    Article  Google Scholar 

  • Call, J. (2004). Inferences about the location of food in the great apes. Journal of Comparative Psychology, 118, 232–241.

    Article  Google Scholar 

  • Cheng, P. W. (1997). From covariation to causation: A causal power theory. Psychological Review, 104, 367–405.

    Article  Google Scholar 

  • Danks, D. (2014). Unifying the mind: Cognitive representations as graphical models. Cambridge, MA: MIT Press.

    Book  Google Scholar 

  • Fernbach, P. M., & Sloman, S. A. (2009). Causal learning with local computations. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35, 678–693. https://doi.org/10.1037/a0014928.

    Article  PubMed  Google Scholar 

  • Glymour, C. (2003). Learning, prediction and causal Bayes nets. Trends in Cognitive Sciences, 7, 43–48.

    Article  Google Scholar 

  • Gopnik, A., Glymour, C., Sobel, D. M., Schulz, L. E., Kushnir, T., & Danks, D. (2004). A theory of causal learning in children: Causal maps and Bayes nets. Psychological Review, 111, 3–32.

    Article  Google Scholar 

  • Hume, D. (1748). An enquiry concerning human understanding, Harvard classics (Vol. 37). New York: P.F. Collier & Son, 1910.

    Google Scholar 

  • Hunt, G. R., Rutledge, R. B., & Gray, R. D. (2006). The right tool for the job: What strategies do wild New Caledonian crows use? Animal Cognition, 9, 307–316.

    Article  Google Scholar 

  • Kamin, L. J. (1969). Predictability, surprise, attention, and conditioning. In B. A. Campbell & R. M. Church (Eds.), Punishment and aversive behavior (pp. 279–296). New York: Appleton-Century-Crofts.

    Google Scholar 

  • Marr, D. (1982). Vision. San Francisco: Freeman.

    Google Scholar 

  • Michotte, A. (1946). The perception of causality. London: Methuen, 1963.

    Google Scholar 

  • Miller, R. R., & Matute, H. (1996). Biological significance in forward and backward blocking. Journal of Experimental Psychology: General, 125, 370–386.

    Article  Google Scholar 

  • Pearl, J. (2000). Causality. London: Cambridge University Press.

    Google Scholar 

  • Penn, D. C., & Povinelli, D. J. (2007). Causal cognition in humans and nonhuman animals: A comparative, critical review. Annual Review of Psychology, 58, 97–118.

    Article  Google Scholar 

  • Polack, C. W., McConnell, B. L., & Miller, R. R. (2013). Associative foundation of causal learning in rats. Learning & Behavior, 41, 25–41. https://doi.org/10.3758/s13420-012-0075-5.

    Article  Google Scholar 

  • Rescorla, R. A. (1967). Pavlovian conditioning and its proper control procedures. Psychological Review, 74, 71–80.

    Article  Google Scholar 

  • Rescorla, R. A. (1988). Pavlovian conditioning: It’s not what you think it is. The American Psychologist, 43, 151–160.

    Article  Google Scholar 

  • Rescorla, R. A., & Wagner, A. R. (1972). A theory of Pavlovian conditioning. In A. H. Black & W. F. Prokasy (Eds.), Classical conditioning II: Current research and theory (pp. 64–99). New York: Appleton-Century-Crofts.

    Google Scholar 

  • Seed, A. M., Tebbich, S., Emery, N. J., & Clayton, N. S. (2006). Investigating physical cognition in rooks. Current Biology, 16, 697–701.

    Article  Google Scholar 

  • Silva, F. J., Page, D. M., & Silva, K. M. (2005). Methodological-conceptual problems in the study of chimpanzees’ folk physics: How studies of adult humans can help. Learning & Behavior, 33, 47–58.

    Article  Google Scholar 

  • Taylor, A. H., Hunt, G. R., Medina, F. S., & Gray, R. D. (2009). Do New Caledonian crows solve physical problems through causal reasoning? Proceedings of the Royal Society B, 276(1655), 247–254.

    Article  Google Scholar 

  • Tebbich, S., & Bshary, R. (2004). Cognitive abilities related to tool use in the woodpecker finch, Cactospiza pallida. Animal Behaviour, 67, 689–697. https://doi.org/10.1016/j.anbehav.2003.08.003.

    Article  Google Scholar 

  • Visalberghi, E., Fragaszy, D. M., & Savage-Rumbaugh, S. (1995). Performance in a tool-using task by common chimpanzees (Pan troglodytes), bonobos (Pan paniscus), an orangutan (Pongo pygmaeus), and capuchin monkeys (Cebus apella). Journal of Comparative Psychology, 109, 52–60.

    Article  Google Scholar 

  • Waldmann, M. R., Hagmayer, Y., & Blaisdell, A. P. (2006). Beyond the information given: Causal models in learning and reasoning. Current Directions in Psychological Science, 15(6), 307–311.

    Article  Google Scholar 

  • Waldmann, M. R., Cheng, P. W., Hagmayer, Y., & Blaisdell, A. P. (2008). Causal learning in rats and humans: A minimal rational model. In N. Chater & M. Oaksford (Eds.), The probabilistic mind: Prospects for bayesian cognitive science (pp. 453–484). Oxford: Oxford University Press.

    Chapter  Google Scholar 

  • Ward, W., & Jenkins, H. (1965). The display of information and the judgement of contingency. Canadian Journal of Psychology, 19, 231–241.

    Article  Google Scholar 

  • Wellen, S., & Danks, D. (2012). Learning causal structure through local prediction-error learning. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the annual meeting of the cognitive science society, 2012 (pp. 2529–2534). Austin: Cognitive Science Society.

    Google Scholar 

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Correspondence to Robert Ian Bowers .

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Bowers, R.I. (2022). Causal Reasoning. In: Shackelford, T.K., Weekes-Shackelford, V.A. (eds) Encyclopedia of Evolutionary Psychological Science. Springer, Cham. https://doi.org/10.1007/978-3-319-16999-6_3114-2

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  • DOI: https://doi.org/10.1007/978-3-319-16999-6_3114-2

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Chapter history

  1. Latest

    Causal Reasoning
    Published:
    17 February 2022

    DOI: https://doi.org/10.1007/978-3-319-16999-6_3114-2

  2. Original

    Causal Reasoning
    Published:
    22 July 2017

    DOI: https://doi.org/10.1007/978-3-319-16999-6_3114-1