logo logo European Journal of Educational Research

EU-JER is is a, peer reviewed, online academic research journal.

Subscribe to

Receive Email Alerts

for special events, calls for papers, and professional development opportunities.

Subscribe

Publisher (HQ)

Eurasian Society of Educational Research
Eurasian Society of Educational Research
7321 Parkway Drive South, Hanover, MD 21076, USA
Eurasian Society of Educational Research
Headquarters
7321 Parkway Drive South, Hanover, MD 21076, USA
exploratory factor analysis confirmatory factor analysis integrated teaching practical setting realistic math education

Primary School Teachers' Determinants of Integrated Teaching for Realistic Math Education

Giang Thi Chau Nguyen , Chau Thi Hai Pham , Chung Xuan Pham , Bich Ngoc Nguyen

The purpose of this study was to explore the factor structure of a measurement and to evaluate its internal reliability. Overall, 525 math-majoring el.

T

The purpose of this study was to explore the factor structure of a measurement and to evaluate its internal reliability. Overall, 525 math-majoring elementary school teachers volunteered to participate in this study by answering online survey questions via Google Form. These samples were randomly partitioned into 262 participants for exploratory factor analysis (EFA) and 263 observations for confirmatory factor analysis (CFA). The EFA tended to largely prefer a four-factor solution, which was proven to explain over 68% of the variation in the data. Awareness, effectiveness, engagement, and opportunity were the provisional labels for these hidden variables. The CFA results verified and validated the four-factor model, with all test measures exceeding the specified thresholds, suggesting an acceptable and excellent fit. The results of this study, on the one hand, provide four key areas for realistic math teachers, educators, and policymakers to discuss as opposed to examining individual indicators, and on the other hand, they serve as a foundation for interested researchers to conduct additional analyses, such as multivariate linear regression or complement for cluster analysis.

Keywords: Exploratory factor analysis, confirmatory factor analysis, integrated teaching, practical setting, realistic math education.

cloud_download PDF
Cite
Article Metrics
Views
219
Download
311
Citations
Crossref
0

Scopus
1

References

ktas, M. C., & Tabak, S. (2018). Turkish adaptation of Math and Me Survey: A validity and reliability study. European Journal of Educational Research, 7(3), 707-714. https://doi.org/10.12973/eu-jer.7.3.707

Ardiyani, S. M. (2018). Realistic mathematics education in cooperative learning viewed from learning activity. Journal on Mathematics Education, 9(2), 301-310. https://doi.org/10.22342/jme.9.2.5392.301-310

Arsaythamby, V., & Zubainur, C. M. (2014). How a realistic mathematics educational approach affect students’ activities in primary schools? Procedia-Social and Behavioral Sciences, 159, 309-313. https://doi.org/10.1016/j.sbspro.2014.12.378

Bujang, M. A., Sa’at, N., Bakar, T. M. I. T. A., & Joo, L. C. (2018). Sample size guidelines for logistic regression from observational studies with large population: Emphasis on the accuracy between statistics and parameters based on real life clinical data. The Malaysian Journal of Medical Sciences, 25(4), 122. https://doi.org/10.21315/mjms2018.25.4.12

Ciolan, L., & Ciolan, L. E. (2014). Two perspectives, same reality? How authentic is learning for students and for their teachers. Procedia-Social and Behavioral Sciences, 142, 24-28. https://doi.org/10.1016/j.sbspro.2014.07.581

Connelly, K. A. (2013). The primary practices questionnaire (PPQ): The development and validation of an instrument measuring teachers' perceptions of their implementation of 'developmentally appropriate' responsive practices in the primary grades [Doctoral dissertation, The Pennsylvania State University]. PennState University Library. https://bit.ly/3j7vLcT

den Heuvel-Panhuizen, V., & Wijers, M. (2005). Mathematics standards and curricula in the Netherlands. ZDM, 37(4), 287-307. https://doi.org/10.1007/BF02655816

Do, T.-T., Hoang, K. C., Do, T., Trinh, T. P. T., Nguyen, D. N., Tran, T., Le, T. T. B. T., Nguyen, T. C., & Nguyen, T.-T. (2021). Factors influencing teachers' intentions to use realistic mathematics education in Vietnam: An extension of the theory of planned behavior. Journal on Mathematics Education, 12(2), 331-348. https://doi.org/10.22342/jme.12.2.14094.331-348

Drake, S. M. (2012). Creating standards-based integrated curriculum: The common core state standards edition. Corwin Press. https://doi.org/10.1007/0-306-47202-3

Duyen, N. T. H., & Loc, N. P. (2022). Developing primary students' understanding of mathematics through mathematization: A case of teaching the multiplication of two natural numbers. European Journal of Educational Research, 11(1), 1-16. https://doi.org/10.12973/eu-jer.11.1.1

Fredriksen, H. (2021). Exploring realistic mathematics education in a flipped classroom context at the tertiary level. International Journal of Science and Mathematics Education, 19(2), 377-396. https://doi.org/10.1007/s10763-020-10053-1

Ghosh, S., & Pandya, H. V. (2008). Implementation of integrated learning program in neurosciences during first year of traditional medical course: Perception of students and faculty. BMC medical education, 8, Article 44. https://doi.org/10.1186/1472-6920-8-44

Ginting, M. S., Prahmana, R. C. I., Isa, M., & Murni, M. (2018). Improving the reasoning ability of elementary school student through the indonesian realistic mathematics education. Journal on Mathematics Education, 9(1), 41-54. https://doi.org/10.22342/jme.9.1.5049.41-54

Hair, J. F. (2009). Multivariate data analysis (7th ed.). Pearson.

Hidayat, R., Habibi, A., Saad, M. R. M., Mukminin, A., & bin Wan Idris, W. I. (2018). Exploratory and confirmatory factor analysis of PERMA for Indonesian students in mathematics education programmes. Pedagogika, 132(4), 147-165. https://doi.org/10.15823/p.2018.132.9

Hourigan, M., & Leavy, A. M. (2022). Pre-Service primary teachers’ mathematics teaching efficacy on entry to initial teacher education. European Journal of Mathematics and Science Education, 3(1), 17-33. https://doi.org/10.12973/ejmse.3.1.17

Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi.org/10.1080/10705519909540118

Huntley, M. A. (1999). Theoretical and empirical investigations of integrated mathematics and science education in the middle grades with implications for teacher education. Journal of Teacher Education, 50(1), 57-67. https://doi.org/10.1177/0022487199050001

Kalpana Kumari, M., Mysorekar, V. V., & Raja, S. (2011). Student's perception about integrated teaching in an undergraduate medical curriculum. Journal of Clinical and Diagnostic Research, 5(6), 1256-1259.

Khairunnisak, C., Johar, R., Maulina, S., Zubainur, C. M., & Maidiyah, E. (2022). Teachers’ understanding of realistic mathematics education through a blended professional development workshop on designing learning trajectory. International Journal of Mathematical Education in Science and Technology. Advance online publication. https://doi.org/10.1080/0020739X.2022.2038800

Khan, S. M. (2014). Integrated teaching: A new approach in medical teaching. Journal of Evolution of Medical and Dental Sciences, 3(57), 12939-12946. https://doi.org/10.5958/2231-6728.2019.00030.1

Kim, M. M., Andrews, R. L., & Carr, D. L. (2004). Traditional versus integrated preservice teacher education curriculum: A case study. Journal of Teacher Education, 55(4), 341-356. https://doi.org/10.1177/002248710426677

Korkmaz, F., & Unsal, S. (2016). Developing the scale of teacher self-efficacy in teaching process. European Journal of Educational Research, 5(2), 73-83. https://doi.org/10.12973/eu-jer.5.2.73

Malik, A. S., & Malik, R. H. (2011). Twelve tips for developing an integrated curriculum. Medical teacher, 33(2), 99-104. https://doi.org/10.3109/0142159X.2010.507711

Mariana, N., Sholihah, S., Riski, R., Rahmawati, I., Wiryanto, W., Indrawati, D., & Budiyono, B. (2021). In-service teachers’ perception on implementing realistic mathematics education approach in their best practices. Journal of Physics: Conference Series, 1987(1), Article 012022. https://doi.org/10.1088/1742-6596/1987/1/012022

Papadakis, S., Kalogiannakis, M., & Zaranis, N. (2021). Teaching mathematics with mobile devices and the realistic mathematical education (RME) approach in kindergarten. Advances in Mobile Learning Educational Research, 1(1), 5-18. https://doi.org/10.25082/AMLER.2021.01.002

Prahmana, R. C. I., Sagita, L., Hidayat, W., & Utami, N. W. (2020). Two decades of realistic mathematics education research in Indonesia: A survey. Infinity Journal, 9(2), 223-246. https://doi.org/10.22460/infinity.v6i1.234

Revina, S., & Leung, F. K. S. (2018). Educational borrowing and mathematics curriculum: Realistic mathematics education in the Dutch and Indonesian primary curriculum. International Journal on Emerging Mathematics Education, 2(1),  1-16. https://doi.org/10.12928/ijeme.v2i1.8025

Shriki, A., & Patkin, D. (2016). Elementary school mathematics teachers’ perception of their professional needs. Teacher development, 20(3), 329-347. https://doi.org/10.1080/13664530.2016.1155476

Smith, K. E. (1993). Development of the primary teacher questionnaire. The Journal of Educational Research, 87(1), 23-29. https://www.jstor.org/stable/27541893

Sovey, S., Osman, K., & Mohd-Matore, M. E. (2022). Exploratory and confirmatory factor analysis for disposition levels of computational thinking instrument among secondary school students. European Journal of Educational Research, 11(2), 639-652. https://doi.org/10.12973/eu-jer.11.2.639

Syah, M. F. J., Janudin, S. E., Mansor, M., Fuadi, D., Widiastuti, R., Romadhoni, D. N., & Hafidah, A. S. (2022). The development of indonesian accounting teacher professional identity measurement: An exploratory factor analysis. European Journal of Educational Research, 11(1), 33-49. https://doi.org/10.12973/eu-jer.11.1.33

Toh, T. L., Toh, P. C., Teo, K. M., & Zhu, Y. (2022). On pre-service teachers' content knowledge of school calculus: An exploratory study. European Journal of Mathematics and Science Education. https://doi.org/10.12973/ejmse.3.2.91

Tong, D. H., Nguyen, T.-T., Uyen, B. P., Ngan, L. K., Khanh, L. T., & Tinh, P. T. (2022). Realistic mathematics education's effect on students' performance and attitudes: A case of ellipse topics learning. European Journal of Educational Research, 11(1), 403-421. https://doi.org/10.12973/eu-jer.11.1.403

Trigwell, K., Prosser, M., & Waterhouse, F. (1999). Relations between teachers' approaches to teaching and students' approaches to learning. Higher education, 37(1), 57-70. https://doi.org/10.1023/A:1003548313194

Trujillo-Torres, J.-M., Hossein-Mohand, H., Gómez-García, M., Hossein-Mohand, H., & Cáceres-Reche, M.-P. (2020). Mathematics teachers’ perceptions of the introduction of ICT: The relationship between motivation and use in the teaching function. Mathematics, 8(12), Article 2158. https://doi.org/10.3390/math8122158

Tudor, L. S. (2014). Primary school skills development through integrated activities. Procedia-Social and Behavioral Sciences, 127, 722-727. https://doi.org/10.1016/j.sbspro.2014.03.343

Turmudi. (2012). Teachers' perception toward mathematics teaching innovation in Indonesian junior high school: An exploratory factor analysis. Journal of Mathematics Education, 5(1), 97-120.

Van de Walle, J. A., Karp, K. S., & Bay-Williams, J. M. (2016). Elementary and middle school mathematics. Pearson.

Vashe, A., Devi, V., Rao, R., Abraham, R. R., Pallath, V., & Umakanth, S. (2019). Using an integrated teaching approach to facilitate student achievement of the learning outcomes in a preclinical medical curriculum in India. Advances in Physiology Education, 43(4), 522-528. https://doi.org/10.1152/advan.00067.2019

Widjaja, W. (2011). Towards mathematical literacy in the 21st century: Perspectives from Indonesia. Southeast Asian Mathematics Education journal, 1(1), 75-84. https://doi.org/10.46517/seamej.v1i1.12

Woodbury, S. (1998). Rhetoric, reality, and possibilities: Interdisciplinary teaching and secondary mathematics. School science and mathematics, 98(6), 303-311. https://doi.org/10.1111/j.1949-8594.1998.tb17425.x

Wubbels, T., Korthagen, F., & Broekman, H. (1997). Preparing teachers for realistic mathematics education. Educational Studies in Mathematics, 32(1), 1-28. https://doi.org/10.1023/A:1002900522457

...