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The Natures of Scientific Thinking: Creativity as the Handmaiden to Logic in the Development of Public and Personal Knowledge

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Abstract

One aspect of the nature of science is that it is characterised by particular modes of thinking. Science is commonly seen as a rational process that uses logical arguments to develop explanatory schemes and theories. Philosophers of science have proposed models for how science proceeds, and science education aspires to find intellectually honest accounts of ‘the scientific method’ that are suitable for presenting as target knowledge in the school curriculum. There are a number of recognised challenges here, such as the abstract nature of philosophical models; inconsistencies between the different models available; the intellectual readiness of young people to engage in logical argument. However the focus on what has been called ‘the context of justification’, important as it is, needs to be balanced by consideration of ‘the context of discovery’: without which there would not be any scientific knowledge claims requiring logical argument from evidence to support them. Science education is often perceived by students as being about learning well-established facts, rather than being about exploring the strengths and weaknesses of the creative products of imaginative minds. Theories, models, teaching analogies and figurative metaphors presented by teachers may all be understood as intended to have the same – realist – ontological status. This not only ignores the creative origin of the models and theories taught in science, and so the value of students’ own imaginative suggestions, but leads to many students acquiring an undifferentiated menagerie of ideas that obscures the logical grounds for accepting well-established models and theories. This chapter considers the nature of creative thought in the scientific process, and in learning science; and argues that science teaching needs to be more explicit about the nature and status of different ideas presented in the classroom to help students fully appreciate both the creative and rational aspects of science.

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References

  • Ault, C. R., Novak, J. D., & Gowin, D. B. (1984). Constructing Vee maps for clinical interviews on molecule concepts. Science Education, 68(4), 441–462.

    Article  Google Scholar 

  • Beatty, J., Rasmussen, N., & Roll-Hansen, N. (2002). Untangling the McClintock myths. Metascience, 11(3), 280–298.

    Article  Google Scholar 

  • Brown, J. R. (1991). Laboratory of the mind: Though experiments in the natural sciences. London: Routledge.

    Google Scholar 

  • Bruner, J. (1961/1963). The act of discovery. In L. D. Crow & A. Crow (Eds.), Readings in human learning (pp. 423–435). New York: David McKay Company.

    Google Scholar 

  • Clough, M. P., & Olson, J. K. (2008). Teaching and assessing the nature of science: An introduction. Science & Education, 17(2–3), 143–145.

    Article  Google Scholar 

  • Csikszentmihalyi, M. C. (1988). The flow experience and its significance for human psychology. In M. Csikszentmihalyi & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 15–35). Cambridge: Cambridge University Press.

    Google Scholar 

  • DfEE/QCA. (1999). Science: The national curriculum for England, key stages 1–4. London: Department for Education and Employment/Qualifications and Curriculum Authority.

    Google Scholar 

  • diSessa, A. A. (1993). Towards an epistemology of physics. Cognition and Instruction, 10(2 and 3), 105–225.

    Google Scholar 

  • Driver, R., Leach, J., Millar, R., & Scott, P. (1996). Young people’s images of science. Buckingham: Open University Press.

    Google Scholar 

  • Driver, R., & Oldham, V. (1986). A constructivist approach to curriculum development in science. Studies in Science Education, 13, 105–122.

    Article  Google Scholar 

  • Duit, R. (2009). Bibliography – students’ and teachers’ conceptions and science education. Kiel. Retrieved August 23, 2011, from http://www.ipn.uni-kiel.de/aktuell/stcse/stcse.html

  • Hoyningen-Huene, P. (2006). Context of discovery versus context of justification and Thomas Kuhn. In J. Schickore & F. Steinle (Eds.), Revisiting discovery and justification: Historical and philosophical persecptvies on the context distinction (pp. 119–131). Dordrecht: Springer.

    Google Scholar 

  • Karmiloff-Smith, A. (1996). Beyond modularity: A developmental perspective on cognitive science. Cambridge, MA: MIT Press.

    Google Scholar 

  • Keller, E. F. (1983). A feeling for the organism: The life and work of Barbara McClintock. New York: W.H. Freeman and Company.

    Google Scholar 

  • Kind, P. M., & Kind, V. (2007). Creativity in science education: Perspectives and challenges for developing school science. Studies in Science Education, 43(1), 1–37. doi: 10.1080/03057260708560225.

    Article  Google Scholar 

  • Koestler, A. (1978/1979). Janus: A summing up. London: Pan Books.

    Google Scholar 

  • Kuhn, T. S. (1974/1977). Second thoughts on paradigms. In T. S. Kuhn (Ed.), The essential tension: Selected studies in scientific tradition and change (pp. 293–319). Chicago: University of Chicago Press.

    Google Scholar 

  • Kuhn, T. S. (1996). The structure of scientific revolutions (3rd ed.). Chicago: University of Chicago.

    Google Scholar 

  • Lakatos, I. (1970). Falsification and the methodology of scientific research programmes. In I. Lakatos & A. Musgrove (Eds.), Criticism and the growth of knowledge (pp. 91–196). Cambridge: Cambridge University Press.

    Google Scholar 

  • Lawson, A. E. (1985). A review of research on formal reasoning and science teaching. Journal of Research in Science Teaching, 22(7), 569–617.

    Article  Google Scholar 

  • Matthews, M. R. (2002). Constructivism and science education: A further appraisal. Journal of Science Education and Technology, 11(2), 121–134.

    Article  Google Scholar 

  • Medawar, P. B. (1960). Immunological tolerance. Retrieved August 23, 2011, from http://nobelprize.org/nobel_prizes/medicine/laureates/1960/medawar-lecture.html

  • Medawar, P. B. (1963/1990). Is the scientific paper a fraud? In P. B. Medawar (Ed.), The threat and the glory (pp. 228–233). New York: Harper Collins, 1990. (Reprinted in New York: Harper Collins, 1990)

    Google Scholar 

  • Meitner, L., & Frisch, O. R. (1939). Disintegration of uranium by neutrons: A new type of nuclear reaction. Nature, 143(3615), 239–240.

    Article  Google Scholar 

  • Meyers, M. A. (1995). Glen W. Hartman lecture. Science, creativity, and serendipity. American Journal of Roentgenology, 165(4), 755–764.

    Google Scholar 

  • Millar, R., & Osborne, J. (1998). Beyond 2000: Science education for the future. London: King’s College.

    Google Scholar 

  • Miller, A. I. (1986). Imagery in scientific thought. Cambridge, MA: MIT Press.

    Google Scholar 

  • Muldoon, C. A. (2006). Shall I compare thee to a pressure wave? Visualisation, analogy, insight and communication in physics. Bath: University of Bath.

    Google Scholar 

  • Nersessian, N. J. (2008). Creating scientific concepts. Cambridge, MA: The MIT Press.

    Google Scholar 

  • Niaz, M., & Rodriguez, M. A. (2000). Teaching chemistry as a rhetoric of conclusions or heuristic principles – A history and philosophy of science perspective. Chemistry Education: Research and Practice in Europe, 1(3), 315–322.

    Google Scholar 

  • Perks, D. (2006). What is science education for? In T. Gilland (Ed.), What is science education for? (pp. 9–33). London: Academy of Ideas.

    Google Scholar 

  • Piaget, J., & Garcia, R. (1989). Psychogenesis and the history of science (H. Feider, Trans.). New York: Columbia University Press.

    Google Scholar 

  • Polanyi, M. (1962). Personal knowledge: Towards a post-critical philosophy (Corrected version ed.). Chicago: University of Chicago Press.

    Google Scholar 

  • Popper, K. R. (1934/1959). The logic of scientific discovery. London: Hutchinson.

    Google Scholar 

  • Rothenberg, A. (1995). Creative cognitive processes in Kekulé’s discovery of the structure of the benzene molecule. The American Journal of Psychology, 108(3), 419–438.

    Article  Google Scholar 

  • Scerri, E. R. (2003). Philosophical confusion in chemical education research. Journal of Chemical Education, 80(20), 468–474.

    Article  Google Scholar 

  • Taber, K. S. (1995). Development of student understanding: A case study of stability and lability in cognitive structure. Research in Science & Technological Education, 13(1), 87–97.

    Article  Google Scholar 

  • Taber, K. S. (1998). An alternative conceptual framework from chemistry education. International Journal of Science Education, 20(5), 597–608.

    Article  Google Scholar 

  • Taber, K. S. (2000). Finding the optimum level of simplification: The case of teaching about heat and temperature. Physics Education, 35(5), 320–325.

    Article  Google Scholar 

  • Taber, K. S. (2001a). Building the structural concepts of chemistry: Some considerations from educational research. Chemistry Education: Research and Practice in Europe, 2(2), 123–158.

    Google Scholar 

  • Taber, K. S. (2001b). The mismatch between assumed prior knowledge and the learner’s conceptions: A typology of learning impediments. Educational Studies, 27(2), 159–171.

    Article  Google Scholar 

  • Taber, K. S. (2002a). Chemical misconceptions – prevention, diagnosis and cure: Classroom resources (Vol. 2). London: Royal Society of Chemistry.

    Google Scholar 

  • Taber, K. S. (2002b). Chemical misconceptions – prevention, diagnosis and cure: Theoretical background (Vol. 1). London: Royal Society of Chemistry.

    Google Scholar 

  • Taber, K. S. (2003). Mediating mental models of metals: Acknowledging the priority of the learner’s prior learning. Science Education, 87, 732–758.

    Article  Google Scholar 

  • Taber, K. S. (2005). Learning quanta: Barriers to stimulating transitions in student understanding of orbital ideas. Science Education, 89(1), 94–116.

    Article  Google Scholar 

  • Taber, K. S. (2006). Exploring pupils’ understanding of key ‘nature of science’ terms though research as part of initial teacher education. School Science Review, 87(321), 51–61.

    Google Scholar 

  • Taber, K. S. (2007a). Choice for the gifted: Lessons from teaching about scientific explanations. In K. S. Taber (Ed.), Science education for gifted learners (pp. 158–171). London: Routledge.

    Google Scholar 

  • Taber, K. S. (2007b). Classroom-based research and evidence-based practice: A guide for teachers. London: Sage.

    Google Scholar 

  • Taber, K. S. (2008a). Conceptual resources for learning science: Issues of transience and grain-size in cognition and cognitive structure. International Journal of Science Education, 30(8), 1027–1053. doi:10.1080/09500690701485082

    Article  Google Scholar 

  • Taber, K. S. (2008b). Towards a curricular model of the nature of science. Science & Education, 17(2–3), 179–218. doi:10.1007/s11191-006-9056-4

    Article  Google Scholar 

  • Taber, K. S. (2009a). A model of science: Lakatos and scientific research programmes. In Progressing science education: Constructing the scientific research programme into the contingent nature of learning science (pp. 79–110). Dordrecht: Springer.

    Google Scholar 

  • Taber, K. S. (2009b). Progressing science education: Constructing the scientific research programme into the contingent nature of learning science. Dordrecht: Springer.

    Google Scholar 

  • Taber, K. S. (2010a). Learning about astrobiology: A challenge for the public understanding of science. In S. Hegedűs & J. Csonka (Eds.), Astrobiology: Physical origin, biological evolution and spatial distribution (pp. 1–25). New York: Nova.

    Google Scholar 

  • Taber, K. S. (2010b). Straw men and false dichotomies: Overcoming philosophical confusion in chemical education. Journal of Chemical Education, 87(5), 552–558. doi:10.1021/ed8001623

    Article  Google Scholar 

  • Taber, K. S. (forthcoming). Modelling learners and learning in science education: Developing representations of concepts, conceptual structure and conceptual change to inform teaching and research. Springer.

    Google Scholar 

  • Taber, K. S., & García Franco, A. (2010). Learning processes in chemistry: Drawing upon cognitive resources to learn about the particulate structure of matter. Journal of the Learning Sciences, 19(1), 99–142.

    Article  Google Scholar 

  • Taber, K. S., & Watts, M. (1996/2005). The secret life of the chemical bond: Students’ anthropomorphic and animistic references to bonding. In J. K. Gilbert (Ed.), Science education: Major themes in education (Vol. 4, pp. 238–253). London & New York: Routledge.

    Google Scholar 

  • Toulmin, S. (1972). Human understanding: The collective use and evolution of concepts. Princeton, NJ: Princeton University Press.

    Google Scholar 

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Correspondence to Keith S. Taber .

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Taber, K.S. (2012). The Natures of Scientific Thinking: Creativity as the Handmaiden to Logic in the Development of Public and Personal Knowledge. In: Khine, M. (eds) Advances in Nature of Science Research. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-2457-0_3

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