Learners’ Attitude towards Mathematics, Technology on Their Mathematics Interest: The Mediating Role of Learners’ Mathematics Perception

Peter Yeribatuah, Yarhands Dissou Arthur

Abstract


This research work surveyed inquired into, and scanned carefully, the exhibiting indirect causation of learners’ mathematics perception, a connection jointly engaging learners’ stance towards mathematics and technology on their mathematics interest. This inquest was conducted on 200 Senior High School learners sampled in the Central part of Ghana. The employment of a survey and comprehensive questionnaire was necessitated. Amos Software (v. 23) was instrumental in the Modeling analysis computations (SEM: EFA/CFA), and the paths were tested on the hypotheses. Attitude towards mathematics produced a positive impact on learners’ interest, which in turn impacted positively on learners’ perception of mathematics, and technology yielded a positive impact on how learners perceive mathematics. There was a complete mediation of learners’ perception of mathematics in the association between learners’ attitudes towards mathematics and their interest in mathematics. Further studies could be carried out on the parameters using other methods to inquire about the impact of learners’ attitudes on mathematics and the technology involved in their learning on their mathematics interests. The education system must be mindful of learners’ attitudes, perceptions, and technology in their learning process. Colleges of education must bring up teachers in the light of learners’ attitudes, perceptions, and technology in their learning and the appropriate pedagogy in their delivery of lessons.


Keywords


Learners’ Attitude on Mathematics; Technology; Mathematics Interest; Mathematics Perception; Mediating Role

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References


Adams, A. M., Wilson, H., Money, J., Palmer-Conn, S., & Fearn, J. (2020). Student engagement with feedback and attainment: the role of academic self-efficacy. Assessment and Evaluation in Higher Education, 45(2), 317–329. https://doi.org/10.1080/02602938.2019.1640184

Alam, A. (2020). Challenges and possibilities in teaching and learning of calculus: A case study of India. Journal for the Education of Gifted Young Scientists, 8(1), 407–433. https://doi.org/10.17478/jegys.660201

Amoako, T., Sheng, Z. H., Dogbe, C. S. K., & Pomegbe, W. W. K. (2022). Assessing the Moderation Role of ICT in the Relationship between Supply Chain Integration and SME Performance. Journal of Industrial Integration and Management, 7(2), 203–233. https://doi.org/10.1142/S2424862221500160

Arhin, D., & Gideon, E. (2020). Relationship between Students ’ Interest and Academic Performance in Mathematics : A Study of Agogo State College. Global Scientific Journals, 8(6), 389–396.

Arthur, Y., Addo, S., & Annan, J. (2015). Student Mathematics Interest in Ghana: The Role of Parent Interest, Gender, Basic School Attended and Fear of Basic School Mathematics Teacher. Advances in Research, 5(5), 1–8. https://doi.org/10.9734/air/2015/19889

Arthur, Y., Asiedu-Addo, S., & Assuah, C. (2017). Students’ Perception and Its Impact on Ghanaian Students’ Interest in Mathematics: Multivariate Statistical Analytical Approach. Asian Research Journal of Mathematics, 4(2), 1–12. https://doi.org/10.9734/arjom/2017/33023

Arthur, Y. D., Dogbe, C. S. K., & Asiedu-Addo, S. K. (2022). Enhancing Performance in Mathematics Through Motivation, Peer Assisted Learning, And Teaching Quality: The Mediating Role of Student Interest. Eurasia Journal of Mathematics, Science and Technology Education, 18(2). https://doi.org/10.29333/EJMSTE/11509

Arthur, Y. D., Owusu, E. K., Asiedu-Addo, S., & Arhin, A. K. (2018). Connecting Mathematics To Real-Life Problems: A Teaching Quality That Improves Students’ Mathematics Interest. ? IOSR Journal of Research & Method in Education, 8(4), 65–71. https://doi.org/10.9790/7388-0804026571

Ashton, A. S. (2018). How human resources management best practice influence employee satisfaction and job retention in the Thai hotel industry. Journal of Human Resources in Hospitality and Tourism, 17(2), 175–199. https://doi.org/10.1080/15332845.2017.1340759

Ayotola, A., & Adedeji, T. (2009). The relationship between mathematics self-efficacy and achievement in mathematics. Procedia - Social and Behavioral Sciences, 1(1), 953–957. https://doi.org/10.1016/j.sbspro.2009.01.169

Azmidar, A., Darhim, D., & Dahlan, J. A. (2017). Enhancing Students’ Interest through Mathematics Learning. Journal of Physics: Conference Series, 895(1). https://doi.org/10.1088/1742-6596/895/1/012072

Baah-Duodu, S., Borbye, S., Someah-Addae, E., Ennin, F. C., & Osei-Buabeng, V. (2021). Developing Female Pre-Service Teachers’ Mathematics Self-Efficacy by Integrating History of Mathematics into Teaching During Lesson Study. Social Education Research, 3(1), 91–102. https://doi.org/10.37256/ser.3120221011

Berger, N., Mackenzie, E., & Holmes, K. (2020). Positive attitudes towards mathematics and science are mutually beneficial for student achievement: a latent profile analysis of TIMSS 2015. In Australian Educational Researcher (Vol. 47, Issue 3). Springer Netherlands. https://doi.org/10.1007/s13384-020-00379-8

Cai, S., Liu, E., Yang, Y., & Liang, J. C. (2019). Tablet-based AR technology: Impacts on students’ conceptions and approaches to learning mathematics according to their self-efficacy. British Journal of Educational Technology, 50(1), 248–263. https://doi.org/10.1111/bjet.12718

Callaman, R. A., & Itaas, E. C. (2020). Students’ mathematics achievement in Mindanao context: A meta-analysis. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 5(2), 148–159. https://doi.org/10.23917/jramathedu.v5i2.10282

Casinillo, L. F., Palen, M. A. E., Casinillo, E. L., & Batidor, P. G. (2020). Assessing Senior High Student’s Learning Experiences in Mathematics. Indonesian Journal of Educational Studies, 23(1), 44. https://doi.org/10.26858/ijes.v23i1.13437

Cetin-Dindar, A. (2016). Student motivation in constructivist learning environment. Eurasia Journal of Mathematics, Science and Technology Education, 12(2), 233–247. https://doi.org/10.12973/eurasia.2016.1399a

Çevik, M. (2018). Proje Tabanli (PjT) Fen, Teknoloji, Mühendislik ve Matematik (STEM) egitiminin, meslek lisesi ögrencilerinin akademik basarilarina ve mesleki ilgilerine etkisi. Pegem Egitim ve Ogretim Dergisi, 8(2), 281–306. https://doi.org/10.14527/pegegog.2018.012

Chand, S., Chaudhary, K., Prasad, A., & Chand, V. (2021). Perceived Causes of Students’ Poor Performance in Mathematics: A Case Study at Ba and Tavua Secondary Schools. Frontiers in Applied Mathematics and Statistics, 7(April), 1–13. https://doi.org/10.3389/fams.2021.614408

Chu, H. C., Chen, J. M., & Tsai, C. L. (2017). Effects of an online formative peer-tutoring approach on students’ learning behaviors, performance and cognitive load in mathematics. Interactive Learning Environments, 25(2), 203–219. https://doi.org/10.1080/10494820.2016.1276085

Cochrane, T., & Bateman, R. (2009). Smartphones give you wings: Pedagogical affordances of mobile web 2.0. ASCILITE 2009 - The Australasian Society for Computers in Learning in Tertiary Education, 26(1), 142–152.

Cordero, J. M., & Gil-Izquierdo, M. (2018). The effect of teaching strategies on student achievement: An analysis using TALIS-PISA-link. Journal of Policy Modeling, 40(6), 1313–1331. https://doi.org/10.1016/j.jpolmod.2018.04.003

Das, K. (2020). Realistic Mathematics & Vygotsky’s Theories in Mathematics Education. Shanlax International Journal of Education, 9(1), 104–108. https://doi.org/10.34293/education.v9i1.3346

dos Santos, P. M., & Cirillo, M. Â. (2021). Construction of the average variance extracted index for construct validation in structural equation models with adaptive regressions. Communications in Statistics: Simulation and Computation, 0(0), 1–13. https://doi.org/10.1080/03610918.2021.1888122

Eyyam, R., & Yaratan, H. S. (2014). Impact of Use of Technology in Mathematics Lessons on Student Achievement and Attitudes. Social Behavior and Personality: An International Journal, 42(1), 31S-42S. https://doi.org/10.2224/sbp.2014.42.0.s31

Faber, J. M., Luyten, H., & Visscher, A. J. (2017). The effects of a digital formative assessment tool on mathematics achievement and student motivation: Results of a randomized experiment. Computers and Education, 106, 83–96. https://doi.org/10.1016/j.compedu.2016.12.001

Fabian, K., Topping, K. J., & Barron, I. G. (2018a). Using mobile technologies for mathematics: effects on student attitudes and achievement. Educational Technology Research and Development, 66(5), 1119–1139. https://doi.org/10.1007/s11423-018-9580-3

Fabian, K., Topping, K. J., & Barron, I. G. (2018b). Using mobile technologies for mathematics: effects on student attitudes and achievement. Educational Technology Research and Development, 66(5), 1119–1139. https://doi.org/10.1007/s11423-018-9580-3

Fried, M. N. (2001). Can mathematics education and history of mathematics coexist? Science and Education, 10(4), 391–408. https://doi.org/10.1023/A:1011205014608

Fung, F., Tan, C. Y., & Chen, G. (2018). Student engagement and mathematics achievement: Unraveling main and interactive effects. Psychology in the Schools, 55(7), 815–831. https://doi.org/10.1002/pits.22139

Gokkurt, B., Dundar, S., Soylu, Y., & Akgun, L. (2012). The Effects of Learning Together Technique Which is based on Cooperative Learning on Students’ Achieevement in Mathematics Class. Procedia - Social and Behavioral Sciences, 46, 3431–3434. https://doi.org/10.1016/j.sbspro.2012.06.079

Gómez-García, M., Hossein-Mohand, H., Trujillo-Torres, J. M., Hossein-Mohand, H., & Aznar-Díaz, I. (2020). Technological factors that influence the mathematics performance of secondary school students. Mathematics, 8(11), 1–14. https://doi.org/10.3390/math8111935

Habók, A., Magyar, A., Németh, M. B., & Csapó, B. (2020). Motivation and self-related beliefs as predictors of academic achievement in reading and mathematics: Structural equation models of longitudinal data. International Journal of Educational Research, 103(February), 101634. https://doi.org/10.1016/j.ijer.2020.101634

Heck, R. H., & Mahoe, R. (2010). Student course taking and teacher quality: Their effects on achievement and growth. International Journal of Educational Management, 24(1), 56–72. https://doi.org/10.1108/09513541011013051

Higgins, K., Huscroft-D’Angelo, J., & Crawford, L. (2019). Effects of Technology in Mathematics on Achievement, Motivation, and Attitude: A Meta-Analysis. Journal of Educational Computing Research, 57(2), 283–319. https://doi.org/10.1177/0735633117748416

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(April), 103897. https://doi.org/10.1016/j.compedu.2020.103897

Huang, M. C. L., Chou, C. Y., Wu, Y. T., Shih, J. L., Yeh, C. Y. C., Lao, A. C. C., Fong, H., Lin, Y. F., & Chan, T. W. (2020). Interest-driven video creation for learning mathematics. In Journal of Computers in Education (Vol. 7, Issue 3). https://doi.org/10.1007/s40692-020-00161-w

Jankvist, U. T., Clark, K. M., & Mosvold, R. (2020). Developing mathematical knowledge for teaching teachers: potentials of history of mathematics in teacher educator training. Journal of Mathematics Teacher Education, 23(3), 311–332. https://doi.org/10.1007/s10857-018-09424-x

Karatas-Aydin, F. I., & Isiksal-Bostan, M. (2022). Through Their Eyes: Gifted Students’ Views on Integrating History of Mathematics Embedded Videos Into Mathematics Classrooms. SAGE Open, 12(2), 215824402210995. https://doi.org/10.1177/21582440221099518

Kosel, C., Wolter, I., & Seidel, T. (2021). Profiling secondary school students in mathematics and German language arts using learning-relevant cognitive and motivational-affective characteristics. Learning and Instruction, 73(October 2020), 101434. https://doi.org/10.1016/j.learninstruc.2020.101434

Kusumawati, I. B., Fachrudin, A. D., Kohar, A. W., & Widadah, S. (2020). History of Mathematics for Teaching Mathematics: The Case of Indonesian Prospective Teachers’ Beliefs and Attitudes. Universal Journal of Educational Research, 8(6), 2305–2314. https://doi.org/10.13189/ujer.2020.080614

Leyva, E., Walkington, C., Perera, H., & Bernacki, M. (2022). Making Mathematics Relevant: an Examination of Student Interest in Mathematics, Interest in STEM Careers, and Perceived Relevance. International Journal of Research in Undergraduate Mathematics Education, 0123456789. https://doi.org/10.1007/s40753-021-00159-4

Li, L., Peng, Z., Lu, L., Liao, H., & Li, H. (2020). Peer relationships, self-efficacy, academic motivation, and mathematics achievement in Zhuang adolescents: A moderated mediation model. Children and Youth Services Review, 118(August), 105358. https://doi.org/10.1016/j.childyouth.2020.105358

Marsh, H. W., Guo, J., Dicke, T., Parker, P. D., & Craven, R. G. (2020). Confirmatory Factor Analysis (CFA), Exploratory Structural Equation Modeling (ESEM), and Set-ESEM: Optimal Balance Between Goodness of Fit and Parsimony. Multivariate Behavioral Research, 55(1), 102–119. https://doi.org/10.1080/00273171.2019.1602503

Mazana, M. Y., Montero, C. S., & Casmir, R. O. (2018). Investigating Students’ Attitude towards Learning Mathematics. International Electronic Journal of Mathematics Education, 14(1), 207–231. https://doi.org/10.29333/iejme/3997

Mishra, M., Gorakhnath, I., Lata, P., Rani, R., & Chopra, P. (2022). Integration of technological pedagogical content knowledge (TPACK) in classrooms through a teacher’s lens. International Journal of Health Sciences, 6(June), 12505–12512. https://doi.org/10.53730/ijhs.v6ns3.9536

Monrat, N., Phaksunchai, M., & Chonchaiya, R. (2022). Developing Students’ Mathematical Critical Thinking Skills Using Open-Ended Questions and Activities Based on Student Learning Preferences. Education Research International, 2022(2015). https://doi.org/10.1155/2022/3300363

Otoo, D., Iddrisu, W. A., Kessie, J. A., & Larbi, E. (2018). Structural Model of Students’ Interest and Self-Motivation to Learning Mathematics. Education Research International, 2018. https://doi.org/10.1155/2018/9417109

Partovi, T., & Razavi, M. R. (2019). The effect of game-based learning on academic achievement motivation of elementary school students. Learning and Motivation, 68(June), 101592. https://doi.org/10.1016/j.lmot.2019.101592

Parveen, Q., Mahmood, S. T, Mahmood, A., & Arif, M. (2011). Effect of cooperative learning on academic achievement of 8 th grade students in the subject of social studies. International Journal of Academic Research, 3(1), 950-954.

Ran, H., Kim, N. J., & Secada, W. G. (2022). A meta-analysis on the effects of technology’s functions and roles on students’ mathematics achievement in K-12 classrooms. Journal of Computer Assisted Learning, 38(1), 258–284. https://doi.org/10.1111/jcal.12611

?ahin, Ö., & Danaci, D. (2020). Investigating the effect of history-of-mathematics activities on middle-grade students’ mental computation and opinions: an action research. International Journal of Mathematical Education in Science and Technology. https://doi.org/10.1080/0020739X.2020.1857859

Samuel, T. S., & Warner, J. (2021). “I Can Math!”: Reducing Math Anxiety and Increasing Math Self-Efficacy Using a Mindfulness and Growth Mindset-Based Intervention in First-Year Students. Community College Journal of Research and Practice, 45(3), 205–222. https://doi.org/10.1080/10668926.2019.1666063

Shara, J. (2020). Benefits from Integrating History of Mathematics into Teaching. October, 1–10. http://users.sch.gr/afylakis/ME2013/ME2013JShara.pdf

Singh, K., Granville, M., & Dika, S. (2002). Mathematics and science achievement: Effects of motivation, interest, and academic engagement. Journal of Educational Research, 95(6), 323–332. https://doi.org/10.1080/00220670209596607

Tambunan, H. (2019). The Effectiveness of the Problem Solving Strategy and the Scientific Approach to Students ’ Mathematical Capabilities in High Order Thinking Skills. 14(2), 293–302.

Tambunan, H., Sinaga, B., & Widada, W. (2021). Analysis of teacher performance to build student interest and motivation towards mathematics achievement. International Journal of Evaluation and Research in Education, 10(1), 42–47. https://doi.org/10.11591/ijere.v10i1.20711

Vaiopoulou, J., Papadakis, S., Sifaki, E., Stamovlasis, D., & Kalogiannakis, M. (2021). Parents’ perceptions of educational apps use for kindergarten children: Development and validation of a new instrument (peau-p) and exploration of parents’ profiles. Behavioral Sciences, 11(6). https://doi.org/10.3390/bs11060082

Yalçin, K., & Hasan, A. (2018). The effect of cooperative learning on the academic achievement and attitude of students in Mathematics class. Educational Research and Reviews, 13(21), 712–722. https://doi.org/10.5897/err2018.3636

Yeh, C. Y. C., Cheng, H. N. H., Chen, Z. H., Liao, C. C. Y., & Chan, T. W. (2019). Enhancing achievement and interest in mathematics learning through Math-Island. Research and Practice in Technology Enhanced Learning, 14(1). https://doi.org/10.1186/s41039-019-0100-9




DOI: https://doi.org/10.22342/jpm.17.3.22103.361-378


Jurnal Pendidikan Matematika
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