Effectiveness of an Instructional Intervention in Developing Critical Thinking Skills - Role of Argument Mapping in Facilitating Learning of Critical Thinking Skills

Shumaila Mahmood

2016

Abstract

This paper is focused on how argument mapping (AM) software can be helpful for developing critical thinking (CT) skills of initial teacher educators. The study discusses the usefulness of argument mapping software for lessening the cognitive load of students. The main study is conducted to test the effectiveness of an instructional intervention for the development of critical thinking skills. The effectiveness includes an assessment of the implementation process as well. The instructional intervention is comprised of computer supported (audio-video lectures and argument mapping) and non-computer supported (Communities of Inquiry discussions and concept mapping on paper) learning materials thought to enhance the CT skills of initial teacher educators in a public teacher education university in Pakistan. The teaching programme based on seven principles has several elements for teaching critical thinking of which one is computer supported visual representation (argument mapping). In this paper, the focus is on participants’ accounts of the usefulness of visual representation (argument mapping) feature for the provision of critical thinking. The analysis shows the positive influence of computer-supported argument mapping in increasing student interest in learning CT. However, the belief that argument mapping increases critical thinking could not be determined in this study for design issues. Students found that AM help them lessening cognitive load while helping in structuring thoughts. The results from observations and interview responses are discussed for the implications of argument mapping in mainstream teaching at college/university level with regards to teaching critical thinking skills. The paper briefly discusses the possibility of placing cognitive load theory on instructional interventions explains a lot about complex learning environments, element interactivity and learning. Therefore, if rightly executed, visualization tools as part of teaching strategies for CT may increase the critical thinking skills.

References

  1. Abrami, P.C., Bernard, R.M., Borokhovski, E., Wade, A., Surkes, M.A., Tamim, R. and Zhang, D., 2008. Instructional interventions affecting critical thinking skills and dispositions: A stage 1 metaanalysis. Review of Educational Research, 78(4), pp.1102-1134.
  2. Adesope, O. O. and Nesbit, J. C., 2013. Animated and static concept maps enhance learning from spoken narration. Learning and Instruction, (27), pp. 1-10. doi: 10.1016/j.learninstruc.2013.02.002.
  3. Browne, M. N. and Freeman, K., 2000. Distinguishing features of critical thinking classrooms. Teaching in Higher Education, 5(3), pp. 301-309. doi: 10.1080/713699143.
  4. Buehl, M. M., & Fives, H., 2011. Best Practices in Educational Psychology: Using Evolving Concept Maps as Instructional and Assessment Tools. Teaching Educational Psychology, 7(1), 62-87.
  5. Cheema, A. B., & Mirza, M. S., 2013. Effect of concept mapping on students' academic achievement. Journal of Research and Reflections in Education, 7(2), 125- 132.
  6. Chiou, C., 2008. The effect of concept mapping on students' learning achievements and interests. Innovations in Education and Teaching International, 45(4), pp. 375-387. doi: 10.1080/14703290802377240.
  7. Creswell, J. W., 2008. Research design: Qualitative, quantitative, and mixed methods approaches, Sage Publications. Los Angeles, 3rd edition.
  8. Creswell, J.W., 2009. Editorial: Mapping the field of mixed methods research. Journal of Mixed Methods Research, 3(2), pp.95-108.S.
  9. Davies, M., 2011. Concept mapping, mind mapping and argument mapping: what are the differences and do they matter?. Higher education, 62(3), pp.279-301.
  10. Davies, M., 2012. Computer-Aided Mapping and the Teaching of Critical Thinking. Inquiry: Critical Thinking across the Disciplines, 27(2), pp.15-30.
  11. De Jong, T., 2010. Cognitive load theory, educational research, and instructional design: some food for thought. Instructional Science, 38(2), pp.105-134.
  12. Derry, S.J. and Lajoie, S.P. (eds.), 1993. Computers as cognitive tools. Lawrence Erlbaum Associates Pub.
  13. Derry, S.J., 1996. Cognitive schema theory in the constructivist debate. Educational Psychologist, 31(3- 4), pp.163-174.
  14. Dewey, J., 1933. How We Think: A Restatement of the Relation of Reflective Thinking to the Educative Process. DC Heath and Company.
  15. Dwyer, C.P., Hogan, M.J. and Stewart, I., 2012. An evaluation of argument mapping as a method of enhancing critical thinking performance in e-learning environments. Metacognition and Learning, 7(3), pp.219-244.
  16. Dwyer, C.P., Hogan, M.J. and Stewart, I., 2013. An examination of the effects of argument mapping on students' memory and comprehension performance. Thinking Skills and Creativity, 8, pp.11- 24.
  17. Ennis, R., 1991. 'Critical thinking', Teaching Philosophy. 14(1), pp. 5-24. doi: 10.5840/teachphil19911412.
  18. Harrell, M., 2008. 'No Computer Program Required'. Teaching Philosophy,31(4), pp.351-374.
  19. Harrell, M., 2011. 'Understanding, evaluating, and producing arguments: Training is necessary for reasoning skills'. Behavioral and Brain Sciences,34(2), p.80.
  20. Horton, P. B., McConney, A. A., Gallo, M., Woods, A. L., Senn, G. J. and Hamelin, D., 1993. An investigation of the effectiveness of concept mapping as an instructional tool. Science Education, 77(1), pp. 95- 111. doi: 10.1002/sce.3730770107.
  21. Jonassen, D.H., 1994. Technology as cognitive tools: Learners as designers. IT Forum Paper, 1, pp.67-80.
  22. Jonassen, D. H., 1995. Computers as cognitive tools: Learning with technology, not from technology. Journal of Computing in Higher Education, 6(2), pp. 40-73. doi: 10.1007/BF02941038.
  23. Jonassen, D.H., Reeves, T.C., Hong, N., Harvey, D. and Peters, K., 1997. Concept mapping as cognitive learning and assessment tools. Journal of interactive learning research, 8(3), p.289.
  24. Kalyuga, S., Ayres, P., Chandler, P. and Sweller, J., 2003. The expertise reversal effect. Educational Psychologist, 38(1), pp. 23-31. doi: 10.1207/s15326985ep3801_4.
  25. Kim, B. and Reeves, T.C., 2007. Reframing research on learning with technology: In search of the meaning of cognitive tools. Instructional Science, 35(3), pp.207- 256.
  26. Kim, P. and Olaciregui, C., 2008. The effects of a concept map-based information display in an electronic portfolio system on information processing and retention in a fifth-grade science class covering the earth's atmosphere. British Journal of Educational Technology, 39(4), pp. 700-714. doi: 10.1111/j.1467- 8535.2007.00763.x.
  27. Lajoie, S.P. and Derry, S.J. (eds.), 2013. Computers as cognitive tools, Routledge.
  28. Lim, K. Y., Lee, H. W. and Grabowski, B., 2009. Does concept-mapping strategy work for everyone? The levels of generativity and learners' self-regulated learning skills. British Journal of Educational Technology, 40(4), pp. 606-618. doi: 10.1111/j.1467- 8535.2008.00872.x.
  29. Liu, P.L., Chen, C.J. and Chang, Y.J., 2010. Effects of a computer-assisted concept mapping learning strategy on EFL college students' English reading comprehension. Computers & Education, 54(2), pp.436-445.
  30. Moody, D.L., 2004. Cognitive load effects on end user understanding of conceptual models: An experimental analysis. Advances in Databases and Information Systems (pp. 129-143). Springer Berlin Heidelberg.
  31. Moreno, R., 2010. Cognitive load theory: More food for thought. Instructional Science, 38(2), pp.135-141.
  32. National Professional Standards for Teachers in Pakistan, UNESCO,( 2009) www.unesco.org.pk.
  33. Novak, J. D., 2004. Concept maps and how to use them. INSIGHT, 6(2), pp. 15-16. doi: 10.1002/inst.20046215.
  34. Novak, J. D. and Cañas, A. J., 2006. The origins of the concept mapping tool and the continuing evolution of the tool. Information Visualization, 5(3), pp. 175-184. doi: 10.1057/palgrave.ivs.9500126.
  35. Paas, F., Renkl, A. and Sweller, J., 2003. Cognitive load theory and instructional design: Recent developments. Educational psychologist, 38(1), pp.1-4.
  36. Paas, F., Renkl, A. and Sweller, J., 2004. Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional science, 32(1), pp.1-8.
  37. Paas, F. and Ayres, P., 2014. Cognitive load theory: A broader view on the role of memory in learning and education. Educational Psychology Review,26(2), pp.191-195.
  38. Pea, R. D., 1985. Beyond amplification: Using the computer to reorganize mental functioning. Educational Psychologist, 20(4), pp. 167-182. doi: 10.1207/s15326985ep2004_2.
  39. Salomon, G., Perkins, D. N. and Globerson, T., 1991. Partners in Cognition: Extending human intelligence with intelligent technologies. Educational Researcher, 20(3), pp. 2-9. doi: 10.3102/0013189x020003002.
  40. Sweller, J., 1988. Cognitive load during problem solving: Effects on learning. Cognitive science, 12(2), pp.257- 285.
  41. Sweller, J., 1994. Cognitive load theory, learning difficulty, and instructional design. Learning and instruction, 4(4), pp.295-312.
  42. Sweller, J.,1999. Instructional design. Australian Educational Review.
  43. Sweller, J., Ayres, P. and Kalyuga, S., 2011a. Interacting with the External Environment: The Narrow Limits of Change Principle and the Environmental Organising and Linking Principle. Cognitive Load Theory (pp. 39- 53). Springer New York.
  44. Sweller, J., Ayres, P. and Kalyuga, S., 2011b. The modality effect. Cognitive load theory , pp. 129-140. Springer New York.
  45. Tan, S. Y., 2012. Enhancing Critical Thinking Skills Through Online Tools: A Case of Teacher Trainees. OIDA International Journal of Sustainable Development, 3(7), 87-98.
  46. van Gelder, T., 2013. 'Argument mapping'. Encyclopedia of the Mind . doi: 10.4135/9781452257044.n19.
  47. van Gelder, T., Bissett, M. and Cumming, G., 2004. Cultivating expertise in informal reasoning. Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale, 58(2), p.142.
  48. Willingham, D.T., 2008. Critical thinking: Why is it so hard to teach?. Arts Education Policy Review, 109(4), pp.21-32.
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Paper Citation


in Harvard Style

Mahmood S. (2016). Effectiveness of an Instructional Intervention in Developing Critical Thinking Skills - Role of Argument Mapping in Facilitating Learning of Critical Thinking Skills . In Proceedings of the 8th International Conference on Computer Supported Education - Volume 1: CSEDU, ISBN 978-989-758-179-3, pages 330-336. DOI: 10.5220/0005798003300336


in Bibtex Style

@conference{csedu16,
author={Shumaila Mahmood},
title={Effectiveness of an Instructional Intervention in Developing Critical Thinking Skills - Role of Argument Mapping in Facilitating Learning of Critical Thinking Skills},
booktitle={Proceedings of the 8th International Conference on Computer Supported Education - Volume 1: CSEDU,},
year={2016},
pages={330-336},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005798003300336},
isbn={978-989-758-179-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Conference on Computer Supported Education - Volume 1: CSEDU,
TI - Effectiveness of an Instructional Intervention in Developing Critical Thinking Skills - Role of Argument Mapping in Facilitating Learning of Critical Thinking Skills
SN - 978-989-758-179-3
AU - Mahmood S.
PY - 2016
SP - 330
EP - 336
DO - 10.5220/0005798003300336