Metacognition, systems thinking, and problem-solving ability in school-based agriculture, food, and natural resources education

Authors

DOI:

https://doi.org/10.37433/aad.v1i1.21

Keywords:

path analysis, transformational classrooms, self-society framework, complex problems, interdisciplinary thinking

Abstract

Problems within agriculture, food, and natural resource (AFNR) systems are increasingly complex, expanding the need for students to develop problem-solving abilities alongside an understanding of their own thinking. In this effort, we explored the problem-solving abilities, metacognition, and systems thinking of current AFNR secondary school students. A descriptive correlational study design was employed. Data were collected via an online, Qualtrics survey. Student responses on the metacognition, systems thinking, and problem-solving ability survey items suggested opportunities for increased focus on these areas throughout their educational experience. In addition, statistically significant relationships between metacognition and systems thinking and systems thinking and problem-solving ability reinforced the importance of these topics within AFNR Education. Recommendations emerging from this work include additional emphasis on metacognition, systems thinking, and problem-solving skills within secondary school AFNR classrooms; utilization of specific strategies to increase systems thinking; operationalizing specific strategies to increase metacognitive knowledge and metacognitive regulation; along with a cross-cutting recommendation for teachers to make their thinking more explicit during instruction to increase metacognition, systems thinking, and problem-solving skills among learners.

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References

Augustine, N. (2006). Rising above the gathering storm: Energizing and employing America for a brighter economic future. National Academy Press.

Blackburn, J. J., & Robinson, J. S. (2016). Determining the effects of cognitive style, problem complexity, and hypothesis generation on the problem-solving ability of school-based agricultural education students. Journal of Agricultural Education, 57(2), 46-59. https://doi.org10.5032/jae.2016.02046

Brown, A., Bransford, L., Ferrara, R., & Campione, J. (1983). Learning, remembering and understanding. In P. H. Mussen (Ed.), Handbook of child psychology (4th ed., pp. 77). John Wiley and Sons.

Cabrera, D., Cabrera, L., & Powers, E. (2015). A unifying theory of systems thinking with psychosocial applications. Systems Research and Behavioral Science, 32, 534-545. https://doi.org/10.1002/sres.2351

Checkland, P. B. (1999). Systems thinking, systems practice. John Wiley and Sons.

Fischer, G., Shah, M., Tubiello, F. N., & van Velhuizen, H. (2005). Socio-economic and climate change impacts on agriculture: An integrated assessment, 1990-2080. Philosophical Transactions of the Royal Society London B: Biological Sciences, 360(1463), 2067-2083.

Fraenkel, J. R., & Wallen, N. E. (2000). How to design and evaluate research in education. McGraw-Hill.

Gourgey, A. F. (1998). Metacognition in basic skills instruction. Instructional Science, 26(1), 81-96. https://doi.org/10.1023/A:1003092414893

Gregory, W. J. (2000). Transforming self and society: A “critical appreciation” model. Systemic Practice and Action Research, 13(4), 475-501. https://doi.org/10.1023/A:1009541430809

Harris, K. M., & Udry, J. R. (2018). National longitudinal study of adolescent to adult health 1994-2008. Ann Arbor, MI: Carolina Population Center, University of North Carolina-Chapel Hill. https://doi.org/10.3886/ICPSR21600.v21

Hughes, A. J. (2017). Educational complexity and professional development: Teachers’ need for metacognitive awareness. Journal of Technology Education, 29(1), 25-44. https://doi.org/10.21061/jte.v29i1.a.2

Jacobs, J. E., & Paris, S. G. (1987). Children's metacognition about reading: Issues in definition, measurement, and instruction. Educational Psychologist, 22(3-4), 255-278. https://doi.org/10.1207/s15326985ep2203&4_4

Leischow, S. J., & Milstein, B. (2006). Systems thinking and modeling for public health practice. American Journal of Public Health, 96(3), 403-405. https://doi.org/10.2105/AJPH.2005.082842

Magno, C. (2010). The role of metacognitive skills in developing critical thinking. Metacognition and Learning, 5(2), 137-156. https://doi.org/10.1007/s11409-010-9054-4

Moore, S. M., Dolanksy, M. A., Singh, M., Palmieri, P., & Alemi, F. (2010). The systems thinking scale. Case Western Reserve University.

National Academies of Sciences, Engineering, and Medicine. (2018). Science breakthroughs to advance food and agricultural research by 2030. The National Academies Press. https://doi.org/10.17226/25059

National Research Council. (2000). How people learn. National Academy Press.

Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.

Pate, M. L., & Miller, G. (2011). Effects of regulatory self-questioning on secondary-level students' problem-solving performance. Journal of Agricultural Education, 52(1), 72-84. https://doi.org/10.5032/jae.2011.01072

Schraw, G. (1998). Promoting general metacognitive awareness. Instructional Science, 26(1), 113-125. https://doi.org/10.1023/A:1003044231033

Senge, P. M. (2014). The fifth discipline fieldbook: Strategies and tools for building a learning organization. Crown Business.

Stalter, A. M., Phillips, J. M., Ruggiero, J. S., Scardaville, D. L., Merriam, D., … Winegardner, S. (2016). A concept analysis of systems thinking. Nursing Forum, 52(4), 323-330. https://doi.org/10.1111/nuf.12196

Sperling, R. A., Howard, B. C., Miller, L. A., & Murphy C. (2002). Measures of children’s knowledge and regulation of cognition. Contemporary Educational Psychology, 27, 51-79. https://doi.org/10.1006/ceps.2001.1091

Sterling, S. (2001) Sustainable education. Re-visioning learning and change (Bristol, J. W. Arrowsmith) (Schumacher Briefings, 6).

Wang, M. C., Haertel, G. D., & Walberg, H. J. (1990). What influences learning? A content analysis of review literature. The Journal of Educational Research, 84(1), 30-43. https://doi.org/10.1080/00220671.1990.10885988

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Published

2020-01-16

How to Cite

McKim, A., & McKendree, R. . (2020). Metacognition, systems thinking, and problem-solving ability in school-based agriculture, food, and natural resources education. Advancements in Agricultural Development, 1(1), 38–47. https://doi.org/10.37433/aad.v1i1.21

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