Scientific research methodology for the study of learning variables in student
DOI:
https://doi.org/10.5281/zenodo.11254574Keywords:
academic performance, learning, learning styles, pedagogical practices, self-regulation strategiesAbstract
Student learning is a complex phenomenon influenced by multiple factors. This research aimed to explore and comparatively analyze the variables that impact student learning across different geographical and cultural contexts in Ecuador. A mixed-methods approach combining quantitative (quasi-experimental, regression analysis, ANOVA) and qualitative (phenomenological approach, interviews, and focus groups) methods was employed. The results revealed that intrinsic motivation, self-efficacy, parental involvement, effective pedagogical practices, self-regulation strategies, educational resources, and visual learning style were significant predictors of academic performance. Additionally, gaps in achievement were identified between urban, suburban, and rural regions, potentially related to differences in resource access and teaching quality. Qualitative findings complemented these perspectives, highlighting the importance of comprehensively addressing personal, family, and school factors that influence learning, considering the specific needs of each context.
Downloads
References
Al-Shawi, A. K., & Al-Saeidiy, M. M. (2022). Connectivism theory and its application in education. Journal of Human Sciences, 2(1), 26-34. https://doi.org/10.53923/2788-6953.01.02
Ausubel, D. P. (1968). Educational psychology: A cognitive view. Holt, Rinehart and Winston.
Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman and Company.
Bourdieu, P., & Passeron, J. C. (1990). Reproduction in education, society and culture (2nd ed.). Sage Publications.
Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Harvard University Press.
Bruner, J. S. (1966). Toward a theory of instruction. Harvard University Press.
CAST. (2011). Universal Design for Learning guidelines version 2.0. National Center on Universal Design for Learning. http://www.udlcenter.org/aboutudl/udlguidelines
Castillo, M. A., & González, J. C. (2023). El papel del contexto sociocultural en el aprendizaje: una revisión teórica. Revista de Investigación Educativa, 41(1), 67-84. https://doi.org/10.6018/rie.410011
Coffield, F., Moseley, D., Hall, E., & Ecclestone, K. (2004). Learning styles and pedagogy in post-16 learning: A systematic and critical review. Learning and Skills Research Centre.
Deci, E. L., & Ryan, R. M. (2000). The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327965PLI1104_01
Dunn, R., & Dunn, K. (1992). Teaching elementary students through their individual learning styles: Practical approaches for grades 3-6. Allyn & Bacon.
Engeström, Y. (1987). Learning by expanding: An activity-theoretical approach to developmental research. Orienta-Konsultit.
Engeström, Y. (2001). Expansive learning at work: Toward an activity theoretical reconceptualization. Journal of Education and Work, 14(1), 133-156. https://doi.org/10.1080/13639080020028747
Epstein, J. L. (2001). School, family, and community partnerships: Preparing educators and improving schools. Westview Press. https://doi.org/10.4324/9780429494673
Felder, R. M., & Brent, R. (2005). Understanding student differences. Journal of Engineering Education, 94(1), 57-72. https://doi.org/10.1002/j.2168-9830.2005.tb00829.x
Felder, R. M., & Silverman, L. K. (1988). Learning and teaching styles in engineering education. Engineering Education, 78(7), 674-681.
Felder, R. M., & Spurlin, J. E. (2005). Applications, reliability, and validity of the index of learning styles. International Journal of Engineering Education, 21(1), 103-112.
Fullan, M. (2007). The new meaning of educational change (4th ed.). Teachers College Press.
Gay, G. (2010). Culturally responsive teaching: Theory, research, and practice (2nd ed.). Teachers College Press.
Gleason, J. B., & Ratner, N. B. (Eds.). (2017). The development of language (9th ed.). Pearson.
Gregorc, A. F. (1979). Learning/teaching styles: Potent forces behind them. Educational Leadership, 36(4), 234-236.
Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. Routledge. https://doi.org/10.4324/9780203887332
Hawk, T. F., & Shah, A. J. (2007). Using learning style instruments to enhance student learning. Decision Sciences Journal of Innovative Education, 5(1), 1-19. https://doi.org/10.1111/j.1540-4609.2007.00125.x
Hill, N. E., & Tyson, D. F. (2009). Parental involvement in middle school: A meta-analytic assessment of the strategies that promote achievement. Developmental Psychology, 45(3), 740-763. https://doi.org/10.1037/a0015362
Jansen, R. S., van Leeuwen, A., Janssen, J., Conijn, R., & Kester, L. (2022). From self-regulated learning to self-regulation of learning: A systematic literature review. Educational Psychology Review, 34(4), 1089-1135. https://doi.org/10.1007/s10648-021-09636-9
Jeynes, W. H. (2007). The relationship between parental involvement and urban secondary school student academic achievement: A meta-analysis. Urban Education, 42(1), 82-109. https://doi.org/10.1177/0042085906293818
Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. Prentice-Hall.
Kryshkochen, O., Bielova, O., Medvid, O., Chernova, O., & Zhytnyuk, L. (2021). Cognitive theory of multimedia learning and its application in the study of disciplines by students. Universal Journal of Educational Research, 9(6), 1199-1207. https://doi.org/10.13189/ujer.2021.090603
Ladson-Billings, G. (1995). Toward a theory of culturally relevant pedagogy. American Educational Research Journal, 32(3), 465-491. https://doi.org/10.3102/00028312032003465
Lareau, A. (2011). Unequal childhoods: Class, race, and family life (2nd ed.). University of California Press.
Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge University Press.
Lefrançois, G. R. (2012). Theories of human learning: What the old woman said (6th ed.). Wadsworth Cengage Learning.
Leontiev, A. N. (1978). Activity, consciousness, and personality. Prentice-Hall.
Lipina, S. J., & Colombo, J. A. (2009). Pobreza y desarrollo infantil: Una contribución multidisciplinaria. UNICEF. https://www.unicef.org/argentina/media/1801/file/Pobreza%20y%20desarrollo%20infantil.pdf
Malloch, M., & Gañán, L. (2022). Towards a unified theory of learning: A synthesis of four theories. Learning Environments Research, 25(1), 21-38. https://doi.org/10.1007/s10984-021-09372-3
Mavroudi, A., Poikonen, H., Kuikkaniemi, K., & Deshpande, S. (2022). Personalised adaptive learning experiences: A state-of-the-art review and recommendations. Education Sciences, 12(8), 553. https://doi.org/10.3390/educsci12080553
Meyer, A., Rose, D. H., & Gordon, D. (2014). Universal design for learning: Theory and practice. CAST Professional Publishing.
Mislevy, R. J., & Durán, R. P. (2014). A sociocognitive perspective on assessing EL students in the age of common core and next generation science standards. Applied Measurement in Education, 27(4), 299-314. https://doi.org/10.1080/08957347.2014.944114
Newton, P. M. (2015). The learning styles myth is thriving in higher education. Frontiers in Psychology, 6, 1908. https://doi.org/10.3389/fpsyg.2015.01908
Nguyen, H. T., Charity Hudgins, D., Chitkushev, L., Karletta Raymond, H., & Weiburg, S. (2018). Learning environments and cultural contexts. En J. Voogt, G. Knezek, R. Christensen, & K.-W. Lai (Eds.), Second Handbook of Information Technology in Primary and Secondary Education (pp. 121-142). Springer. https://doi.org/10.1007/978-3-319-71054-9_8
Nieto, S. (2010). The light in their eyes: Creating multicultural learning communities (10th ed.). Teachers College Press.
Novak, J. D. (1998). Learning, creating, and using knowledge: Concept maps as facilitative tools in schools and corporations. Lawrence Erlbaum Associates.
Baum W. M. (2011). What is Radical Behaviorism? A Review of Jay Moore's Conceptual Foundations of Radical Behaviorism. Journal of the Experimental Analysis of Behavior, 95(1), 119–126. https://doi.org/10.1901/jeab.2011.95-119
Pashler, H., McDaniel, M., Rohrer, D., & Bjork, R. (2008). Learning styles: Concepts and evidence. Psychological Science in the Public Interest, 9(3), 105-119. https://doi.org/10.1111/j.1539-6053.2009.01038.x
Pavlov, I. P. (1927). Conditioned reflexes: An investigation of the physiological activity of the cerebral cortex. Oxford University Press.
Piaget, J. (1952). The origins of intelligence in children. International Universities Press.
Pintrich, P. R. (2004). A conceptual framework for assessing motivation and self-regulated learning in college students. Educational Psychology Review, 16(4), 385-407. https://doi.org/10.1007/s10648-004-0006-x
Pintrich, P. R., & Schunk, D. H. (2002). Motivation in education: Theory, research, and applications (2nd ed.). Merrill Prentice Hall.
Rogoff, B. (2003). The cultural nature of human development. Oxford University Press.
Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61, 101860. https://doi.org/10.1016/j.cedpsych.2020.101860
Schunk, D. H., & Pajares, F. (2009). Self-efficacy theory. En K. R. Wentzel & A. Wigfield (Eds.), Handbook of motivation at school (pp. 35-53). Routledge.
Schunk, D. H., Pintrich, P. R., & Meece, J. L. (2014). Motivation in education: Theory, research, and applications (4th ed.). Pearson.
Skinner, B. F. (1938). The behavior of organisms: An experimental analysis. Appleton-Century.
Skinner, B. F. (1968). The technology of teaching. Appleton-Century-Crofts.
Sternberg, R. J., & Zhang, L. F. (Eds.). (2001). Perspectives on thinking, learning, and cognitive styles. Lawrence Erlbaum Associates.
Ullah, M. I., Youssef, E. M., & Galdavi, S. (2021). Vygotsky's sociocultural theory and its implications for teacher education. Journal of Curriculum and Teaching, 10(1), 1-8. https://doi.org/10.5430/jct.v10n1p1
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
Weiner, B. (1985). An attributional theory of achievement motivation and emotion. Psychological Review, 92(4), 548-573. https://doi.org/10.1037/0033-295X.92.4.548
Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. Cambridge University Press.
Winne, P. H., & Hadwin, A. F. (1998). Studying as self-regulated learning. En D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Metacognition in educational theory and practice (pp. 277-304). Lawrence Erlbaum Associates.
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory Into Practice, 41(2), 64-70. https://doi.org/10.1207/s15430421tip4102_2
Zimmerman, B. J., & Schunk, D. H. (Eds.). (2008). Motivation and self-regulated learning: Theory, research, and applications. Lawrence Erlbaum Associates.
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Geovanny Francisco Ruiz Muñoz
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Voces de América y el Caribe adheres to the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 license. Under this license, others are allowed to remix, tweak, and build upon your work non-commercially, as long as they credit you for the original creation. Their new works must be under an identical license as the one that covers the original work. For more details on this license, please visit https://creativecommons.org/licenses/by-nc-sa/4.0/.
By publishing in our journal, authors agree to these conditions where others may share, use and adapt their work, as long as it is done non-commercially and with proper attribution given to the original work published in Voces de América y el Caribe.