American Journal of Educational Research
ISSN (Print): 2327-6126 ISSN (Online): 2327-6150 Website: https://www.sciepub.com/journal/education Editor-in-chief: Ratko Pavlović
Open Access
Journal Browser
Go
American Journal of Educational Research. 2024, 12(11), 447-454
DOI: 10.12691/education-12-11-5
Open AccessArticle

Evaluating Cognitive and Affective Development in Chemistry Students using AI-supported Problem-Based Learning

Adolfo E. Obaya Valdivia1, , Carlos Montaño Osorio1, Benjamín Velasco-Bejarano2 and Yolanda Marina Vargas-Rodríguez1

1Physical Chemistry Section

2Organic Chemistry Section, Nanomaterials and Catalysis Laboratory. UIM. FES Cuautitlán, UNAM

Pub. Date: November 14, 2024

Cite this paper:
Adolfo E. Obaya Valdivia, Carlos Montaño Osorio, Benjamín Velasco-Bejarano and Yolanda Marina Vargas-Rodríguez. Evaluating Cognitive and Affective Development in Chemistry Students using AI-supported Problem-Based Learning. American Journal of Educational Research. 2024; 12(11):447-454. doi: 10.12691/education-12-11-5

Abstract

In the search for an adequate scenario for the construction of knowledge, it is necessary to consider the aspects that influence learning, such as the choice of the teaching technique used. The general objective of this work is to evaluate the cognitive and affective development achieved with the use of the Problem-Based Learning (PBL) technique, by students of the subject of Physical Chemistry in the issue of Carnot Cycle with the support of Artificial Intelligence. To this end, an exploratory study was carried out with students of Physical Chemistry of the second semester of the Chemistry career of the FES Cuautitlán UNAM. The data analysis was based on both the cognitive levels achieved and on the cognitive and affective assessments, in accordance with the Bloom-Barrows Taxonomy, obtained with the help of Artificial Intelligence using Chat GPT-4 and Google Gemini, allowing us to identify that, in general, the use of PBL can influence the level of cognitive and affective development achieved by students. in addition to stimulating teamwork, communication and meaningful learning.

Keywords:
Cognitive and Affective development support of AI PBL Carnot Cycle

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References:

[1]  Moreira, M. A. (2020). Aprendizaje significativo: la visión clásica, otras visiones e interés. Proyecciones, (14), 022-030.
 
[2]  Sanghvi, P. (2020). Piaget’s theory of cognitive development: a review. Indian Journal of Mental Health, 7(2), 90-96. 5-Review-Article_Piagets-theory.pdf (indianmentalhealth.com).
 
[3]  Piletti, N., & Rossato, S. M. (2024). Psicologia da aprendizagem: da teoria do condicionamento ao construtivismo. Editorial Contexto. Brasil.
 
[4]  Knowles, M. S., Holton, E. F. I., & Swanson, R. A. (2015). The adult learner: The definitive classic in adult education and human. Florence: Taylor and Francis.
 
[5]  Ma PhD, W. W., Tong, K. W., & Tso, A. W. B. (2020). Learning Environment and Design: Current and Future Impacts. Hong Kong.
 
[6]  Giammatteo, L., & Obaya-Valdivia, A. (2021) Introducing Chemistry of Cleaning through Context-Based Learning in a High-School Chemistry Course) American Journal of Educational Research, 2021, Vol. 9, No. 6, 335-340 Available online at http://pubs.sciepub.com/education/9/6/2 Published by Science and Education Publishing.
 
[7]  Wijnia, L., Noordzij, G., Arends, L. R., Rikers, R. M., & Loyens, S. M. (2024). The effects of problem-based, project-based, and case-based learning on students’ motivation: A meta-analysis. Educational Psychology Review, 36: 29, 1-38.
 
[8]  Notari, M., Baumgartner, A., & Herzog, W. (2014). Social skills as predictors of communication, performance and quality of collaboration in project‐based learning. Journal of Computer Assisted Learning, 30(2), 132-147.
 
[9]  Vargas-Rodríguez, Y.M., Obaya-Valdivia, A. (2021). Problem Based Learning: Barrow And Bloom Taxonomy (Experimental activity) International Journal of Education (IJE) vol 9, No 4, 19-29 December https://airccse.com/ije/abstract/9421ije02.html.
 
[10]  Donche, V., & Van Petegem, P. (2016). Teacher educators' conceptions of learning to teach and related teaching strategies. Styles of Practice in Higher Education (75-90). Routledge.
 
[11]  Fink, L. D. (2013). Creating significant learning experiences: An integrated approach to designing college courses. John Wiley & Sons.
 
[12]  Billett, S. (2014). Integrating learning experiences across tertiary education and practice settings: A socio-personal account. Educational Research Review, 12, 1-13. https:// www.sciencedirect.com/ science/article/pii/S1747938X1400003.
 
[13]  Felfe, J., Schyns, B., & Tymon, A. (2014). The impact of university students’ commitment on in-and extra-role performance. Journal of Applied Research in Higher Education, 6(1), 149-167.
 
[14]  Biggs, J. B. (1987). Student Approaches to Learning and Studying. Research Monograph. Australian Council for Educational Research Ltd., Radford House, Frederick St., Hawthorn 3122, Australia.
 
[15]  Tyng, C. M., Amin, H. U., Saad, M. N., & Malik, A. S. (2017). The influences of emotion on learning and memory. Frontiers in psychology, 8, 235933.
 
[16]  Hanington, B., & Martin, B. (2019). Universal methods of design expanded and revised: 125 Ways to research complex problems, develop innovative ideas, and design effective solutions. Rockport Publishers.
 
[17]  Vergara, D., Extremera, J., Rubio, M. P., & Dávila, L. P. (2019). Meaningful learning through virtual reality learning environments: A case study in materials engineering. Applied Sciences, 9(21), 4625.
 
[18]  Dermol, V., & Čater, T. (2013). The influence of training and training transfer factors on organizational learning and performance. Personnel review, 42(3), 324-348.
 
[19]  Krathwohl, D. R (2002). A revision of Bloom's taxonomy: An overview. Theory into practice, 41(4), 212-218.
 
[20]  Barrows, H. S. (1986) A taxonomy of problem-based learning methods. Medical Education 20 (6), 481–486.
 
[21]  Konopka, C. L., Adaime, M. B., & Mosele, P. H. (2015). Active teaching and learning methodologies: some considerations. Creative Education, 6(14), 1536-1545.
 
[22]  Prince, M. (2004). Does active learning work? A review of the research. Journal of Engineering Education, 93(3), 223-231.
 
[23]  Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., ... & Smith, T. (2022). Principles of problem-based learning (PBL) in STEM education: Using expert wisdom and research to frame educational practice. Education Sciences, 12(10), 728.
 
[24]  Obaya Valdivia Adolfo, Delgadillo García Graciela. (2018) Estudio exploratorio de las actividades de estudio-aprendizaje en los alumnos de química industrial. Educación Química. 9 (4) 212-214.
 
[25]  Chin, C., & Chia, L. G. (2004). Problem‐based learning: Using students' questions to drive knowledge construction. Science Education, 88(5), 707-727.
 
[26]  Sastre De Genoveva (2018) El aprendizaje basado en problemas. Editorial GEDISA. España.
 
[27]  Obaya-Valdivia, A., Montaño-Osorio, C. Rodríguez Vargas, Y.M. (2022) Exploratory Study to Determine the Effectiveness of Discussion Sessions as a Teaching Strategy on the Concepts of Spontaneity. Science Education International ¦ Volume 33 ¦ Issue 4, 1-5.
 
[28]  Anderson, D. B., & Krathwohl, D. R. (2001). Taxonomy for learning, teaching, and assessing. Teaching Strategies for Outcomes-Based Education, 82- 85. Phi Delta Kappa International.
 
[29]  Michaelsen, L. K., Knight, A. B., & Fink, L. D. (Eds.). (2023). Team-based learning: A transformative use of small groups in college teaching. Taylor & Francis.