The effectiveness of using concept maps on course interest and learning chemistry

نوع مقاله : مقاله پژوهشی

نویسندگان

1 Department of Chemistry Education, Farhangian University, P.O. Box 14665-889, Tehran, Iran

2 Department of Psychology and Counselling, Farhangian University, P.O. Box 14665-889, Tehran, Iran

3 BSc Student of Chemistry Education, Department of Chemistry Education, Farhangian University, P.O. Box 14665-889, Tehran, Iran

چکیده

Background and Objective: The present study aimed to investigate the effectiveness of concept map-based instruction on learning and interest in chemistry. This research was conducted using a quasi-experimental design with a pretest–posttest control group structure. Methods: The statistical population comprised eleventh-grade experimental Sciences students in Tabriz out of which a sample of two intact classes from an eleventh-grade cohort at a single school was selected through convenience sampling and randomly assigned to an experimental group (n = 28) and a control group (n = 23). At the beginning of the academic year, both classes were assessed using a written test covering tenth-grade chemistry content and completed the Course Interest Survey by Keller & Subia (1993), which measures motivational dimensions based on the ARCS model (Attention, Relevance, Confidence, Satisfaction). Subsequently, the concepts of the first chapter of eleventh-grade experimental chemistry—including stoichiometry, organic chemistry, periodic table patterns and trends, atomic radius, and elemental reactivity—were taught to the experimental group using concept maps, while the control group received instruction through conventional teaching methods. Findings: Following the intervention, both groups were reassessed using a written chemistry test , and they completed the interest questionnaire for the second time. The collected data were analyzed using one-way and multivariate analysis of covariance (ANCOVA/MANCOVA). Results indicated statistically significant between-group differences across all course interest subscales: Attention (p = 0.001), Relevance (p = 0.040), Confidence (p = 0.001), and Satisfaction (p = 0.034). Additionally, a significant difference was observed between the groups in chemistry learning outcomes (p = 0.001). Conclusion: Therefore, it can be concluded that the application of concept maps exerts a significant positive effect on both chemistry learning and students’ interest in the subject.

کلیدواژه‌ها


عنوان مقاله [English]

The effectiveness of using concept maps on course interest and learning chemistry

نویسندگان [English]

  • Jafar Azamat 1
  • Hossein Vahedi 2
  • Abolfazl Ahmadi 3
1 Department of Chemistry Education, Farhangian University, P.O. Box 14665-889, Tehran, Iran
2 Department of Psychology and Counselling, Farhangian University, P.O. Box 14665-889, Tehran, Iran
3 BSc Student of Chemistry Education, Department of Chemistry Education, Farhangian University, P.O. Box 14665-889, Tehran, Iran
چکیده [English]

Background and Objective: The present study aimed to investigate the effectiveness of concept map-based instruction on learning and interest in chemistry. This research was conducted using a quasi-experimental design with a pretest–posttest control group structure. Methods: The statistical population comprised eleventh-grade experimental Sciences students in Tabriz out of which a sample of two intact classes from an eleventh-grade cohort at a single school was selected through convenience sampling and randomly assigned to an experimental group (n = 28) and a control group (n = 23). At the beginning of the academic year, both classes were assessed using a written test covering tenth-grade chemistry content and completed the Course Interest Survey by Keller & Subia (1993), which measures motivational dimensions based on the ARCS model (Attention, Relevance, Confidence, Satisfaction). Subsequently, the concepts of the first chapter of eleventh-grade experimental chemistry—including stoichiometry, organic chemistry, periodic table patterns and trends, atomic radius, and elemental reactivity—were taught to the experimental group using concept maps, while the control group received instruction through conventional teaching methods. Findings: Following the intervention, both groups were reassessed using a written chemistry test , and they completed the interest questionnaire for the second time. The collected data were analyzed using one-way and multivariate analysis of covariance (ANCOVA/MANCOVA). Results indicated statistically significant between-group differences across all course interest subscales: Attention (p = 0.001), Relevance (p = 0.040), Confidence (p = 0.001), and Satisfaction (p = 0.034). Additionally, a significant difference was observed between the groups in chemistry learning outcomes (p = 0.001). Conclusion: Therefore, it can be concluded that the application of concept maps exerts a significant positive effect on both chemistry learning and students’ interest in the subject.

کلیدواژه‌ها [English]

  • Concept mapping
  • Chemistry learning
  • Course interest
  • Eleventh-grade chemistry
  • Effectiveness
Abraha, M. (2024). Effects of concept mapping on students’ science learning: secondary schools of Habru Woreda, Amhara Region-Ethiopia. Cogent Education11(1). https://doi.org/10.1080/2331186X.2024.2426109
Anastasiou, D., Wirngo, C.N., Bagos, P. (2024). The Effectiveness of Concept Maps on Students' Achievement in Science: A Meta-Analysis. Educational Psychology Review, 36, 39. https://doi.org/10.1007/s10648-024-09877-y
Barchok, H. K. (2011). Effect of collaborative concept mapping teaching strategy on Students' achievement, motivation and attitudes towards chemistry in selected secondary schools in Kenya (Doctoral dissertation, Moi University). https://ir.mu.ac.ke/xmlui/handle/123456789/341
Boghossian, P. (2006). Behaviorism, constructivism, and Socratic pedagogy. Educational Philosophy and Theory,  38 (6), 713-722. https://doi.org/10.1111/j.1469-5812.2006.00226.x
Bolatli G, Bolatli Z. (2024). The Effect of Concept Map Technique on Students' Cognitive Load and Academic Success in Anatomy Course. Medical Science Educator, 34(6), 1487-1496. https://doi.org/10.1007/s40670-024-02143-4. PMID:39758492
BouJaoude, S. & Attieh, M. (2008). The Effect of Using Concept Maps as Study Tools on Achievement in Chemistry. Eurasia Journal of Mathematics, Science and Technology, 4 (3), 233-246.  https://doi.org/10.12973/ejmste/75345
BouJaoude, S. & Barakat, H. (2000). Secondary school students' difficulties with stoichiometry. School Science Review, 81 (296), 91-98. https://eric.ed.gov/?id=EJ604063
Bressington, D. T., Wong, W. K., Lam, K. K. C., & Chien, W. T. (2018). Concept mapping to promote meaningful learning, help relate theory to practice and improve learning self-efficacy in Asian mental health nursing students: A mixed-methods pilot study. Nurse Education Today, 60, 47-55. https://doi.org/10.1016/j.nedt.2017.09.019
Hattie, J. (2015). The applicability of Visible Learning to higher education. Scholarship of Teaching and Learning in Psychology, 1(1), 79–91. https://doi.org/10.1037/stl0000021
Hay, D. B., Kehoe, C., Miquel, M. E., Hatzipanagos, S., Kinchin, I. M., Keevil, S. F., & Lygo-Baker, S. (2008). Measuring the quality of e-learning. British Journal of Educational Technology, 39(6), 1037-1056. https://doi.org/10.1111/j.1467-8535.2007.00777.x
Karakuyu, Y. (2010). The effect of concept mapping on attitude and achievement in a physics course.  International Journal of Physical Sciences,  5(6), pp. 724-737. http://www.academicjournals.org/IJPS
Kardan Halvaee, Z. , Hatami, J. and Fathi Azar, A. (2016). Effect of Concept Map on the Academic Achievement of the High school Students in Physics. New Educational Approaches  11(1), 41-62. https://doi.org/10.22108/nea.2016.21057
Kelly, J. (2022). Developing critical thinking skills in the new age: The need for scientific literacy. Journal of Educational Research, 15(3), 123-138. doi: 10.4018/979-8-3693-0868-4.ch007
Kirschner, P. A., & Hendrick, C. (2020). How learning happens: Seminal works in educational psychology and what they mean in practice. Routledge. [Link]
Mesrabadi, J. and Alilou, A. (2016). The Effectiveness of Conceptual Map on Retention and Understanding and Application of Science Concepts. Educational Psychology12(40), 151-171. https://doi.org/10.22054/jep.2016.5564    
Nasirpour, A. and Zare, Z. (2020). Comparison of the Effectiveness of the Conceptual Mapping Method with the Method of Speaking in Biology Lesson Learning. Research in Biology Education2(2), 19-28. https://dor.isc.ac/dor/20.1001.1.27172252.1399.2.2.2.1
Nesbit, J. C., & Adesope, O. O. (2006). Learning with concept and knowledge maps: A meta-analysis. Review of Educational Research, 76(3), 413-448. https://doi.org/10.3102/00346543076003413
Novak, J. D. (2010). Learning, creating, and using knowledge: Concept maps as facilitative tools in schools and corporations (2nd ed.). Routledge. [Link]
Novak, J. D., & Cañas, A. J. (2008). The theory underlying concept maps and how to construct and use them (Technical Report IHMC CmapTools 2006-01). Florida Institute for Human and Machine Cognition. [Link]
Oliver, K. (2009). An investigation of concept mapping to improve the reading comprehension of science texts. Journal of Science Education and Technology, 18(5), 402-414. https://www.learntechlib.org/p/166941/
Safari, M. , abedini baltork, M. and Saffar Heidari, H. (2023). The Effect of Constructivist Teaching on Interest in Lessons, Academic Vitality and Enthusiasm for School. Journal of Educational Sciences30(2), 121-142. https://doi.org/10.22055/edus.2024.43943.3466  
Sayadi, S. and Mesrabadi, J. (2018). Meta-analysis of the effectiveness of concept mapping instruction on cognitive, meta-cognitive and emotional indexes of academic achievement. Journal of Cognitive Strategies in Learning6(11), 67-94. 10.22084/j.psychogy.2018.12275.1491
Schroeder, N. L., Nesbit, J. C., Anguiano, C. J., & Adesope, O. O. (2018). Studying and constructing concept maps: A meta-analysis. Educational Psychology Review, 30(2), 431-455. https://doi.org/10.1007/s10648-017-9403-9
Schunk, D. H., Meece, J. L., & Pintrich, P. R. (2014). Motivation in education: Theory, research, and applications (4th ed.). Pearson. https://www.amazon.com/Motivation-Education-Theory-Research-Applications/dp/0133017524
Šket, B., Šorgo, A., & Špernjak, A. (2015). Concept Maps as a Tool for Teaching Organic Chemical Reactions. Acta Chimica Slovenica, 62(3), 462–472. doi: 10.17344/acsi.2014.1148
Talbert, L. E., Bonner, J., Mortezaei, K., Guregyan, C., Henbest, G., & Eichler, J. F. (2020). Revisiting the use of concept maps in a large enrollment general chemistry course: Implementation and assessment. Chemistry Education Research and Practice, 21(1), 37-50. https://doi.org/10.1039/C9RP00059C
Tootoonchi Asrehazari, Z., & Morsali, F. (2014). Concept maps in chemistry education and their drawing using computer software. In Proceedings of the 8th Iranian Chemistry Education Seminar. Semnan University. https://sid.ir/paper/829335/fa
Tsaparlıs, G. (2016). Problems and solutions in chemistry education. Journal of the Turkish Chemical Society Section C: Chemical Education1(1), 1-30. https://izlik.org/JA35JH89AS
Wang, Z., Adesope, O. O., Sundararajan, N., & Buckley, P. D. (2020). Effects of different concept map activities on chemistry learning. Educational Psychology, 41(2), 245-260. doi: 10.1080/01443410.2020.1749567