The emergence of complexity thinking and its influence on educational research
DOI:
https://doi.org/10.18675/1981-8106.v35.n.69.s19153Keywords:
Complex systems. Complexity thinking. Educational research.Abstract
The fast-paced and ever-changing modern world is witnessing the onset of a novel era of teaching methods, which often combine elements of traditional approaches such as reductionism and holism while providing prospects for fresh discourse, ideas, and outlooks. This paper aims to explain how perspectives on how education is understood have changed throughout time until complexity thinking emerged in more recent decades (Jacobson & Wilensky, 2022; Morin, 1992, 2011). In pursuit of this goal, the main characteristics of reductionism, holism, and systemic thinking are discussed, as well as how such transformations in perspectives have influenced the emergence of complexity thinking. As explained by Davis et al. (2015), complexity thinking started to spread among educational researchers not as a way of superimposing previous theories, but to present new points of view and possibilities instead. Complexity thinking in education is innovative as it goes against previous beliefs that learning occurs in linear ways, meaning that it recognizes and deals with conflict, uncertainty, and disharmony in learning processes. According to Jacobson and Wilensky (2022), educational researchers should continue to explore innovative pedagogies and technologies that embrace complexity, bringing crucial contributions to theories of teaching and learning.
References
ALMEIDA, I. B. Afetividade e condições de ensino: efeitos aversivos da mediação pedagógica no ensino na língua portuguesa. 2007. Trabalho de Conclusão de Curso (Graduação) — Universidade Estadual de Campinas. Disponível em: https://alb.org.br/arquivomorto/edicoes_anteriores/anais16/sem06pdf/sm06ss05_04.pdf. Acesso em: 12 mar. 2025.
BOCK, A. M. B. Psicologia sócio-histórica: uma perspectiva crítica em psicologia. In: BOCK, A. M. B.; GONÇALVES, M. G. M.; FURTADO, O. (org.). Psicologia sócio-histórica: uma perspectiva crítica em psicologia. 3. ed. São Paulo: Cortez, 2007. p. 15-35.
COLE, M.; SCRIBNER, S. Introdução. In: VIGOTSKI, L. S. A formação social da mente: o desenvolvimento dos processos psicológicos superiores. 7. ed. São Paulo: Martins Fontes, 2007. p. 7-15.
DAVIS, B.; SUMARA, D.; LUCE-KAPLER, R. Engaging minds: cultures of education and practices of teaching. 3. ed. New York: Routledge, 2015.
JACOBSON, M. J. Complexity conceptual perspectives for research about educational complex systems. The Journal of Experimental Education, v. 88, n. 3, p. 375-381, 2020. Disponível em: https://doi.org/10.1080/00220973.2019.1652138. Acesso em: 12 mar. 2025.
JACOBSON, M. J.; LEVIN, J. A.; KAPUR, M. Education as a complex system: conceptual and methodological implications. Educational Researcher, v. 48, n. 2, p. 112-119, 2019. Disponível em: https://doi.org/10.3102/0013189X19826958. Acesso em: 12 mar. 2025.
JACOBSON, M. J.; WILENSKY, U. Complex systems and the learning sciences. In: SAWYER, K. (org.). The Cambridge handbook of the learning sciences. 3. ed. Cambridge: Cambridge University Press, 2022. p. 504-522.
JACOBSON, M. J.; WILENSKY, U. Complex systems in education: scientific and educational importance and implications for the learning sciences. Journal of the Learning Sciences, v. 15, n. 1, p. 11-34, 2006. Disponível em: https://doi.org/10.1207/s15327809jls1501_4. Acesso em: 12 mar. 2025.
JOHN-STEINER, V.; SOUBERMAN, E. Posfácio. In: VIGOTSKY, L. S. A formação social da mente: o desenvolvimento dos processos psicológicos superiores. 7. ed. São Paulo: Martins Fontes, 2007. p. 80-90.
MALAINA, A. Two complexities. Emergence: Complexity & Organization, v. 17, n. 1, p. 1-9, 2015.
MARIOTTI, H. Reducionismo, “holismo” e pensamento sistêmico e complexo: suas consequências na vida cotidiana. In: MORIN, E. Religando fronteiras. Passo Fundo: Universidade de Passo Fundo/Editora Universitária, 2005. p. 115-128.
MARKAUSKAITE, L. et al. Rethinking the entwinement between artificial intelligence and human learning: what capabilities do learners need for a world with AI? Computers and Education: Artificial Intelligence, v. 3, 2022. Disponível em: https://doi.org/10.1016/j.caeai.2022.100056. Acesso em: 12 mar. 2025.
MONTUORI, A. Edgar Morin’s path of complexity. In: MORIN, E.; MONTUORI, A. On complexity. New Jersey: Hampton Press, 2008. Disponível em: https://www.academia.edu/213724/Edgar_Morins_Path_of_Complexity. Acesso em: 12 mar. 2025.
MORAES, M. C.; VALENTE, J. A. Como pesquisar em educação a partir da complexidade e da transdisciplinaridade?. São Paulo: Paulus, 2008.
MORIN, E. A cabeça bem feita: repensar a reforma, reformar o pensamento. 19. ed. Rio de Janeiro: Bertrand Brasil, 2011.
MORIN, E. From the concept of system to the paradigm of complexity. Journal of Social and Evolutionary Systems, v. 15, n. 4, p. 371-385, 1992. Disponível em: https://doi.org/10.1016/1061-7361(92)90024-8. Acesso em: 12 mar. 2025.
NOGUEIRA, B. M. A educação no contexto contemporâneo e o pensamento complexo. 2016. 95 f. Dissertação (Mestrado em Tecnologias da Inteligência e Design Digital) – Pontifícia Universidade Católica de São Paulo, São Paulo. Disponível em: https://tede.pucsp.br/handle/handle/18962. Acesso em: 17 abr. 2025.
NOGUEIRA, B. The emergence of complexity thinking and its influence on educational research. Canadian Journal for New Scholars in Education, v. 14, n. 1, p. 1-10, 2023. Disponível em: https://journalhosting.ucalgary.ca/index.php/cjnse/article/view/76940. Acesso em: 17 abr. 2025.
OLIVEIRA, M. K.; REGO, T. C. Vigotski e as complexas relações entre cognição e afeto. In: ARANTES, V. A. Afetividade na escola: alternativas práticas e teóricas. São Paulo: Summus, 2003.
PEREIRA, B. B.; SILVA, L. F.; SANTOS, J. Environmental education and complexity: a study based on Brazilian theses and dissertations. Science & Education, v. 31, 2022. Disponível em: https://doi.org/10.1007/s11191-021-00228-9. Acesso em: 12 mar. 2025.
SAWYER, R. K. (org.). The Cambridge handbook of the learning sciences. 3. ed. Cambridge: Cambridge University Press, 2022. Disponível em: https://doi-org.ezproxy.lib.ucalgary.ca/10.1017/CBO9781139519526. Acesso em: 17 abr. 2025.
SCHUELKA, M. J.; ENGSIG, T. T. On the question of educational purpose: complex educational systems analysis for inclusion. International Journal of Inclusive Education, v. 26, n. 5, p. 448-465, 2022. Disponível em: https://doi.org/10.1080/13603116.2019.1698062. Acesso em: 17 abr. 2025.
SIEMENS, G. Conectivismo: uma teoria da aprendizagem para a era digital. 2004. Disponível em: http://usuarios.upf.br/~teixeira/livros/conectivismo%5bsiemens%5d.pdf. Acesso em: 17 abr. 2025.
SILVA, R. S. Gestão de EaD: educação a distância na era digital. São Paulo: Novatec, 2013.
SOLIGO, A. Prefácio. In: LEITE, S. A. S. Afetividade: as marcas do professor inesquecível. Campinas: Mercado de Letras, 2018. p. 9-15.
SUTTON, B. The wilderness within: the Enki approach to education. Holistic Education Review, v. 2, n. 1, 2022. Disponível em: https://her.journals.publicknowledgeproject.org/index.php/her/article/view/2213. Acesso em: 17 abr. 2025.
TASSONI, E. C. M. A dinâmica interativa na sala de aula: as manifestações afetivas no processo de escolarização. 2008. Tese (Doutorado em Educação) – Universidade Estadual de Campinas, Campinas.
UHL-BIEN, M.; MARION, R.; MCKELVEY, B. Complexity leadership theory: shifting leadership from the industrial age to the knowledge era. The Leadership Quarterly, 2007. Disponível em: https://doi.org/10.1016/j.leaqua.2007.04.002. Acesso em: 17 abr. 2025.
VYGOTSKY, L. S. A formação social da mente: o desenvolvimento dos processos psicológicos superiores. 7. ed. São Paulo: Martins Fontes, 2007.
ZHAO, F. Holistic module learning: an experiment in teaching reform of basic education in China. Science Insights Education Frontiers, v. 11, n. 1, p. 1475-1483, 2022. Disponível em: http://dx.doi.org/10.2139/ssrn.4050545. Acesso em: 17 abr. 2025.
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