Inference to the Best Explanation (IBE) Versus Explaining for the Best Inference (EBI)
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  • 作者:Daniel A. Wilkenfeld ; Tania Lombrozo
  • 刊名:Science Education
  • 出版年:2015
  • 出版时间:November 2015
  • 年:2015
  • 卷:24
  • 期:9-10
  • 页码:1059-1077
  • 全文大小:433 KB
  • 参考文献:Achinstein, P. (1983). The nature of explanation. New York: Oxford University Press.
    Bonawitz, E. B., & Lombrozo, T. (2012). Occam’s rattle: Children’s use of simplicity and probability to constrain inference. Developmental Psychology, 48, 1156.CrossRef
    Bromberger, S. (1966). Why-questions. In R. G. Colodny (Ed.), Mind and cosmos: Essays in contemporary science and philosophy (pp. 86-10). Pittsburg: University of Pittsburg Press.
    Chi, M. T., de Leeuw, N., Chiu, M., & LaVancher, C. (1994). Eliciting self-explanations improves understanding. Cognitive Science, 18, 439-77.
    Chi, M. T., Roy, M., & Hausmann, R. G. (2008). Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning. Cognitive Science, 32, 301-41.CrossRef
    Chi, M. T., Siler, S. A., Jeong, H., Yamauchi, T., & Hausmann, R. G. (2001). Learning from human tutoring. Cognitive Science, 25, 471-33.CrossRef
    Chi, M. T., & Wylie, R. (2014). The ICAP framework: Linking cognitive engagement to active learning outcomes. Educational Psychologist, 49(4), 219-43.CrossRef
    Craver, C. F., & Ohio Library and Information Network. (2007). Explaining the brain. Oxford: Clarendon Press.CrossRef
    Duncan, R. G., & Gotwals, A. W. (2015). A tale of two progressions: On the benefits of careful comparisons. Science Education, 99, 410-16.CrossRef
    Duncan, R. G., Rogat, A. D., & Yarden, A. (2009). A learning progression for deepening students-understandings of modern genetics across the 5th-0th grades. Journal of Research in Science Teaching, 46, 655-74.CrossRef
    Duschl, R. A. (1990). Restructuring science education: The importance of theories and their development. New York: Teachers College Press.
    Edwards, B. J., Williams, J. J., & Lombrozo, T. (2013). Effects of explanation and comparison on category learning. In Proceedings of the 35th annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
    Eggert, S., & B?geholz, S. (2010). Students-use of decision-making strategies with regard to socioscientific issues: An application of the rasch partial credit model. Science Education, 94, 230-58.
    Friedman, M. (1974). Explanation and scientific understanding. The Journal of Philosophy, 71, 5-9.CrossRef
    Garfinkel, A. (1980). Forms of explanation. New Haven: Yale University Press.
    Gentner, D., & Markman, A. B. (1997). Structure mapping in analogy and similarity. American Psychologist, 52(1), 45.CrossRef
    Gopnik, A. (1998). Explanation as orgasm. Minds and Machines, 8(1), 101-18.CrossRef
    Gotwals, A. W., & Songer, N. B. (2010). Reasoning up and down a food chain: Using an assessment framework to investigate students-middle knowledge. Science Education, 94, 259-81.
    Hammer, D., & Sikorski, T. (2015). Implications of complexity for research on learning progressions. Science Education, 99, 424-31.CrossRef
    Harman, G. H. (1965). The inference to the best explanation. The Philosophical Review, 74(1), 88-5.CrossRef
    Hastie, R., & Pennington, N. (2000). Explanation-based decision making. In T. Connolly, H. R. Arkes & K. R. Hammond (Eds.), Judgment and decision making: An interdisciplinary reader (2nd ed., pp. 212-28). New York: Cambridge University Press.
    Hume, D. (2000). An enquiry concerning human understanding: A critical edition. Oxford: Oxford University Press.
    Jefferys, W. H., & Berger, J. O. (1992). Ockham’s razor and Bayesian analysis. American Scientist, 80, 64-2.
    Kelly, K. T. (2007). How simplicity helps you find the truth without pointing at it. In V. Harazinov, M. Friend, & N. Goethe (Eds.), Induction, algorithmic learning theory, and philosophy (pp. 111-43) Berlin: Springer.
    Legare, C., & Lombrozo, T. (2014). The selective benefits of explanation on learning in early childhood. Journal of Experimental Child Psychology, 126, 198-12.CrossRef
    Lehrer, R., & Schauble, L. (2006). Scientific thinking and science literacy. In K. A. Renninger, I. E. Sigel, W. Damon & R. M. Lerner (Eds.), Handbook of child psychology (Vol. 4, pp. 153-96). Hoboken: Wiley.
    Lehrer, R., & Schauble, L. (2015). Learning progressions: The whole world is NOT a stage. Science Education, 99, 432-37.CrossRef
    Lipton, P. (2004). Inference to the best explanation. London: Routledge.
    Lombrozo, T. (2006). The structure and function of explanations. Trends in Cognitive Sciences, 10, 464-70.CrossRef
    Lombrozo, T. (2007). Simplicity and probability in causal explanation. Cognitive Psychology, 55, 232-57.CrossRef
    Lombrozo, T. (2012). Explanation and abductive inference. In K. J. Holyoak & R. G. Morrison (Eds.), Oxford Handbook of Thinking and Reasoning, (pp. 260-76). Oxford: Oxford University Press.
    McNamara, D. S. (2004). SERT: Self-explanation reading training. Discourse Processes, 38(1), 1-0.CrossRef
    Papineau, D. (1993). Philosophical naturalism. Oxford: Blackwell.
    Pennington, N., & Hastie, R. (1986). Evidence
  • 作者单位:Daniel A. Wilkenfeld (1)
    Tania Lombrozo (1)

    1. Department of Psychology, 3210 Tolman Hall, University of California, Berkeley, Berkeley, CA, 94720, USA
  • 刊物类别:Humanities, Social Sciences and Law
  • 刊物主题:Education
    Mathematics Education
    Philosophy of Science
    History
    Interdisciplinary Studies
  • 出版者:Springer Netherlands
  • ISSN:1573-1901
文摘
In pedagogical contexts and in everyday life, we often come to believe something because it would best explain the data. What is it about the explanatory endeavor that makes it essential to everyday learning and to scientific progress? There are at least two plausible answers. On one view, there is something special about having true explanations. This view is highly intuitive: it’s clear why true explanations might improve one’s epistemic position. However, there is another possibility—it could be that the process of seeking, generating, or evaluating explanations itself puts one in a better epistemic position, even when the outcome of the process is not a true explanation. In other words, it could be that accurate explanations are beneficial, or it could be that high-quality explaining is beneficial, where there is something about the activity of looking for an explanation that improves our epistemic standing. The main goal of this paper is to tease apart these two possibilities, both theoretically and empirically, which we align with “Inference to the Best Explanation-(IBE) and “Explaining for the Best Inference-(EBI), respectively. We also provide some initial support for EBI and identify promising directions for future research.

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