RESEARCH PAPER
Developing a Personalised Learning Model Based on Interactive Novels to Improve the Quality of Mathematics Education
 
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1
Vyatka State University, Kirov, RUSSIA
 
2
Kokand State Pedagogical Institute named after Mukimi, Kokand, UZBEKISTAN
 
3
Kazan (Volga region) Federal University, Kazan, RUSSIA
 
4
Moscow Aviation Institute (National Research University), Moscow, RUSSIA
 
5
I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, RUSSIA
 
 
Publication date: 2022-01-26
 
 
EURASIA J. Math., Sci Tech. Ed 2022;18(2):em2078
 
KEYWORDS
ABSTRACT
The lack of sufficiently developed methodological basis before graduation adversely affects the mathematical competency of future experts that are required by the modern economy. The study aims to investigate the features of the development of a personalized model of teaching mathematics by means of interactive novels to improve the quality of educational results. The main methods of research were the generalization of pedagogical experience and science literature, modelling, observation, analysis of results in AXMA Story Research methods. The chosen methods made it possible to justify the necessity of using interactive novels to personalize teaching mathematics and to confirm the qualitative improvements in the pedagogical system. Fisher’s criterion was used to evaluate the results. 121 schoolchildren from Russian and Uzbek schools participated in the experiment. Individual educational routes supporting the studying of mathematical theory, problem solving in the interactive space AXMA Story Maker were developed. The peculiarities to be considered when designing a personalized model of mathematics learning by means of interactive novelties were formulated. These are the correlation between the didactic goal and the result of educational and research work in a nonlinear environment, the selection of the plot for a visual novel, the elaboration of the text component and the personalized learning track, etc. According to ANCOVA test results, the post-score of the experimental group is statistically higher than the control group. The results of the article can be used to develop ideas for personalising of learning in the digital school, as well as justification for the need for inclusion of digital interactive tools in mathematics education at all levels of education and training.
REFERENCES (56)
1.
Alexandrov, D., Ivaniushina, V., & Simanovsky, D. (2017). Online educational resources for schoolchildren and the digital divide. Voprosy Obrazovaniya / Educational Studies Moscow, 3, 183-201. https://doi.org/10.17323/1814-....
 
2.
Alfaro-Arce, A. L., & Alpízar-Vargas, M. (2019). College education of elementary school teachers: The case of mathematics. [La formación universitaria de docentes de educación primaria: El caso de matemáticas]. Uniciencia, 33(2), 110-154. https://doi.org/10.15359/ru.33....
 
3.
Bawa, S. K., Kaushal, R., & Dhillon, J. K. (2020). Unification of multimedia with techniques of art and vedic aphorisms for development of mathematical skills: A study of Indian and UK school students. Journal on Efficiency and Responsibility in Education and Science, 13(3), 130-139. https://doi.org/10.7160/eriesj....
 
4.
Bovermann, K., & Bastiaens, T. J. (2020). Towards a motivational design? Connecting gamification user types and online learning activities. Research and Practice in Technology Enhanced Learning, 15(1), 4-18. https://doi.org/10.1186/s41039....
 
5.
Catarino, P., Vasco, P., Lopes, J., Silva, H., & Morais, E. (2019). Aprendizaje cooperativo para promover el pensamiento creativo y la creatividad matemática en la educación superior [Cooperative learning on promoting creative thinking and mathematical creativity in higher education]. REICE. Revista Iberoamericana Sobre Calidad, Eficacia y Cambio En Educacion, 17(3), 5-22. https://doi.org/10.15366/reice....
 
6.
Chernyaeva, N. V. (2020). Problem of personalization of learning abroad. Pedagogical Education in Russia, 2, 36-40. https://doi.org/10.26170/po20-....
 
7.
del Río, L. S., Sanz, C. V., & Búcari, N. D. (2019). Incidence of a hypermedia educational material on the teaching and learning of mathematics. Journal of New Approaches in Educational Research, 8(1), 50-57. https://doi.org/10.7821/naer.2....
 
8.
Galimova, E., Konysheva, A., Kalugina, O., & Sizova, Z. (2019). Digital educational footprint as a way to evaluate the results of students’ learning and cognitive activity in the process of teaching mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 15(8), em1732. https://doi.org/10.29333/ejmst....
 
9.
Gault, F. (2019). User innovation in the digital economy. Foresight and STI Governance, 13(3), 6-12. https://doi.org/10.17323/2500-....
 
10.
Ghazali, E. M., Mutum, D. S., & Woon, M. Y. (2019). Multiple sequential mediation in an extended uses and gratifications model of augmented reality game Pokémon Go. Internet Research, 29(3), 504-528. https://doi.org/10.1108/IntR-1....
 
11.
Hamada, M. & Hasan, M. (2017). An interactive learning environment for information and communication theory. Eurasia Journal of Mathematics, Science and Technology Education, 13(1), 35-59. https://doi.org/10.12973/euras....
 
12.
Harding, J. F., Connors, M. C., Krauss, A. F., Aikens, N., Malone, L., & Tarullo, L. (2019). Head start teachers’ professional development, well-being, attitudes, and practices: Understanding changes over time and predictive associations. American Journal of Community Psychology, 63(3-4), 324-337. https://doi.org/10.1002/ajcp.1....
 
13.
Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2020). The potential of digital tools to enhance mathematics and science learning in secondary schools: A context-specific meta-analysis. Computers and Education, 153, 103897. https://doi.org/10.1016/j.comp....
 
14.
Hiranyachattada, T., & Kusirirat, K. (2020). Using mobile augmented reality to enhancing students’ conceptual understanding of physically-based rendering in 3D animation. European Journal of Science and Mathematics Education, 8(1), 1-5. https://doi.org/10.30935/scima....
 
15.
Insorio, A. O., & Librada, A. R. P. (2021). Enhancing mathematical critical thinking and problem-solving skills through Emergenetics® as a grouping mechanism. Contemporary Mathematics and Science Education, 2(1), ep21002. https://doi.org/10.30935/conma....
 
16.
Isaeva, Z. I. (2019). Application of interactive teaching methods at mathematics lessons. Problems of Modern Pedagogical Education, 63(4), 81-84.
 
17.
Isupova, N. I., & Suvorova, T. N. (2018). Text maze as a tool for gamification of the learning process. Informatics at school, 2, 41-46.
 
18.
JASP (Version 0.16). (2021). https://jasp-stats.org/.
 
19.
Jorge, J., & Paredes, R. (2018). Passive-aggressive online learning with nonlinear embeddings. Pattern Recognition, 79, 279-289. https://doi.org/10.1016/j.patc....
 
20.
Karakozov, S. D. & Ryzhova, N. I. (2019). Information and education systems in the context of digitalization of education. Journal of Siberian Federal University, 12(9), 1635-1647. https://doi.org/10.17516/1997-....
 
21.
Karavaev, N. L., & Soboleva, Е. V. (2017). Analysis of software services and platforms that have the potential to gamify learning. Scientific and Methodological Electronic Journal “Concept”, 8, 170202. http://doi.org/10.24422/mcito.....
 
22.
Kaya, M. H., & Adiguzel, T. (2021). Technology integration through evidence-based multimodal reflective professional training. Contemporary Educational Technology, 13(4), ep323. https://doi.org/10.30935/cedte....
 
23.
Kim, H.-Y. (2013). Statistical notes for clinical researchers: assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry & Endodontics, 38(1), 52.
 
24.
Kotyurgina, A. S., Fedorova, E. I., Nikolaev V. B., & Nikitin, Y. B. (2020). Evolution of USE and its impact on the mathematical training of schoolchildren. Education and Science, 22(5), 9-36. http://doi.org/10.17853/1994-5....
 
25.
Lai, Y.-H. (2019). The application of meta-analytic SEM on exploring factors that influence teachers’ usage of interactive whiteboard. Pedagogical Research, 4(3), em0038. https://doi.org/10.29333/pr/58....
 
26.
Legaki, N., Xi, N., Hamari, J., Karpouzis, K., & Assimakopoulos, V. (2020). The effect of challenge-based gamification on learning: An experiment in the context of statistics education. International Journal of Human Computer Studies, 144, 102496. https://doi.org/10.1016/j.ijhc....
 
27.
Levchenko, E. A., & Mantorova, A. (2020). Specificity of post-apocalyptic imagery in the space of the visual novel “Getting Through”. The world of science and art: collection of articles on the materials of the Regional scientific-practical conference of students, graduate students and young scientists, Perm State University, 1, 243-252.
 
28.
Lyubimov, L. L. (2020). Concept of modernization of general education. Without slogans, appeals and admonitions, but with answers to questions: What needs to be done? Why should it be done? How can it be done? National Research University Higher School of Economics.
 
29.
Mora-Luis, C. E., & Martin-Gutierrez, J. (2020). The Change of Educational Processes, Learning and Teaching in Engineering Education. Eurasia Journal of Mathematics, Science and Technology Education, 16(3), em1828. https://doi.org/10.29333/ejmst....
 
30.
More, M. (2018). Mathematics and engineering in real life through mathematical competitions. International Journal of Mathematical Education in Science and Technology, 49(2), 305-321. https://doi.org/10.1080/002073....
 
31.
Nikolaeva, E. N., & Egorova, I. P. (2020). Interactive methods of teaching mathematics in technical universities: Educational and educational aspect. Bulletin of Samara State Technical University. Series: Psychological and Pedagogical Sciences, 1(45), 139-151. https://doi.org/10.17673/vsgtu....
 
32.
Novitasari, M., Sutama, Narimo, S., Fathoni, A., Rahmawati, L., & Widyasari, C. (2020). Habituation of digital literacy and critical thinking in mathematics in elementary school. International Journal of Scientific and Technology Research, 9(3), 3395-3399.
 
33.
Olefirenko, N. V., Kostikova, I. I., Ponomarova, N. O., Bilousova, L. I., & Pikilnyak, A. V. (2019). E-learning resources for successful math teaching to pupils of primary school. CEUR Workshop Proceedings, 2433, 443-458. http://ceur-ws.org/Vol-2433/pa....
 
34.
Park, J., Bermudez, V., Roberts, R. C., & Brannon, E. M. (2016). Non-symbolic approximate arithmetic training improves math performance in preschoolers. Journal of Experimental Child Psychology, 152, 278-293. https://doi.org/10.1016/j.jecp....
 
35.
Paterson, R. E. (2017). Intuitive cognition and models of human–automaton interaction. Human Factors: The Journal of the Human Factors and Ergonomics Society, 59(1), 101-115. https://doi.org/10.1177/001872....
 
36.
Perminov, E. A., Gadjiev, D. D., & Abdurazakov, M. M. (2019). About relevance of fundamentalisation of mathematical training of students of the pedagogical directions during the digital era. Obrazovanie i Nauka, 21(5), 86-111. https://doi.org/10.17853/1994-....
 
37.
Ponomarev, A., & Dezhina, I. (2016). Approaches to the formulation of Russia’s technological priorities. Foresight and STI Governance, 10(1), 7-15. https://doi.org/10.17323/1995-....
 
38.
Qarkaxhja, Y., Kryukova, N. I., Cherezova, Y. A., Rozhnov, S. N., Khairullina, E. R., & Bayanova, A. R. (2021). Digital transformation in education: Teacher candidate views on mobile learning. International Journal of Emerging Technologies in Learning, 16(19), 81-93. https://doi.org/10.3991/ijet.v....
 
39.
Radović, S., Marić, M., & Passey, D. (2019). Technology enhancing mathematics learning behaviours: Shifting learning goals from “producing the right answer” to “understanding how to address current and future mathematical challenges”. Education and Information Technologies, 24(1), 103-126. https://doi.org/10.1007/s10639....
 
40.
Rienties, B., & Tempelaar, D. (2013). The role of cultural dimensions of international and Dutch students on academic and social integration and academic performance in the Netherlands. International Journal of Intercultural Relations, 37(2), 188-201. https://doi.org/10.1016/j.ijin....
 
41.
Sabirova, E. G., Fedorova, T. V., & Sandalova, N. N. (2019). Features and advantages of using websites in teaching mathematics (interactive educational platform UCHI.ru). Eurasia Journal of Mathematics, Science and Technology Education, 15(5), em1729. https://doi.org/10.29333/ejmst....
 
42.
Savina, N. V. (2020). Methodological foundations of personalization of education. Human Science: Humanities Research, 14(4), 82-90. https://doi.org/10.17238/issn1....
 
43.
Semenykhina O. V., & Rudenko Y. О. (2018). Problems of educating to programming of students and way of their overcoming. Information Technologies and Learning Tools, 66(4), 54-64. http://doi.org/10.33407/itlt.v....
 
44.
Shaidullina, A. R., Zakirova, V. G., Kashurnikov, S. N., Arestova, E. N., Shmidt, A. N., & Kovaleva, N. I. (2018). Students training for innovative entrepreneurial activity: Social responsibility competences. ESPACIOS, 39(02), 15-26.
 
45.
Smirnov, E. I., Zykova, T. V., & Tikhomirov, S. A. (2019). The management of school mathematical education with synergistic effect. Perspektivy Nauki i Obrazovania, 37(1), 190-202. https://doi.org/10.32744/pse.2....
 
46.
Soboleva, E. V., Galimova, E. G., Maydangalieva, Z. A., & Batchayeva, K. K. (2018). Didactic value of gamification tools for teaching modeling as a method of learning and cognitive activity at school. Eurasia Journal of Mathematics, Science and Technology Education, 14(6), 2427-2444. https://doi.org/10.29333/ejmst....
 
47.
Soboleva, E. V., & Perevozchikova, M. S. (2019). Features of training future teachers to develop and use mobile gaming applications with educational content. Perspektivy nauki i obrazovania – Perspectives of Science and Education, 41(5), 428-440. https://doi.org/10.32744/pse.2....
 
48.
Soboleva, E. V., Suvorova, T. N., Zenkina, S. V., & Gerasimova, E. K. (2020). The development of critical thinking through the involvement of pupils in competitive robotics (from work experience). Perspektivy nauki i obrazovania – Perspectives of Science and Education, 44(2), 268-284. https://doi.org/10.32744/pse.2....
 
49.
Solodikhina, M. V., & Solodikhina, A. A. (2019). Development of critical thinking of master’s degree students using stem cases. Obrazovanie i Nauka. 21(3), 125-153. https://doi.org/10.17853/1994-....
 
50.
Urvanova, N. А. (2018). Model of development of mathematical thinking of students on the lessons of the disciplines of mathematical and natural science cycle. Innovative Development of Professional Education, 4(20), 39-45.
 
51.
Vaganova, O. I., Khokhlenkova, L. A., Chelnokova, E. A., & Aleshugina, E. A. (2020). Methodological aspects of the organization of the learning process using modern interactive didactic means. Baltic Humanitarian Journal, 9(3), 29-33. https://doi.org/10.26140/bgz3-....
 
52.
Varshavskaya, E., & Kotyrlo, E. S. (2019). Graduates in engineering and economics: Between demand and supply. Voprosy Obrazovaniya / Educational Studies Moscow, 2, 98-128. https://doi.org/10.17323/1814-....
 
53.
Yung, O. C., Junaini, S. N., Kamal, A. A., & Md Ibharim, L. F. (2020). I slash 100%: Gamification of mathematics with hybrid QR-based card game. Indonesian Journal of Electrical Engineering and Computer Science, 20(3), 1453-1459. https://doi.org/10.11591/ijeec....
 
54.
Záhorec, J., Hašková, A., & Munk, M. (2010). Impact of electronic teaching materials on process of education results of an experiment. Informatics in Education, 9(2), 261-281. https://doi.org/10.15388/infed....
 
55.
Zaripova, I. M., Shaidullina, A. R., Upshinskaya, A. E., Sayfutdinova, G. B., & Drovnikov, A. S. (2014). Modeling of petroleum engineers design-technological competence forming in physical-mathematical disciplines studying process. American Journal of Applied Sciences, 11(7), 1049-1053. https://doi.org/10.3844/ajassp....
 
56.
Zeynivandnezhad, F., & Bates, R. (2018). Explicating mathematical thinking in differential equations using a computer algebra system. International Journal of Mathematical Education in Science and Technology, 49(5), 680-704. https://doi.org/10.10-80/00207....
 
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