Analysis of the effectiveness of website-based Technological Pedagogical Content Knowledge (TPACK) in physics learning: a meta analysis

Authors

DOI:

https://doi.org/10.31349/RevMexFisE.23.010207

Keywords:

meta analysis, website, TPACK, physics learning, learning achievement

Abstract

The use of website technology-based learning in physics learning has become an alternative method of choice to support 21st century education. However, there is still no data study on this topic. The meta analysis in this research examines the effectiveness of website technology-based learning on students' physics learning achievement. In this study, 15 primary studies from Scopus, ERIC, and Google Scholar were collected that met the inclusion and exclusion criteria. The research results show that the use of website technology-based learning has a significant influence on students' physics learning achievement. No publication bias was found in this study. So it can be concluded that website technology-based learning has a good impact on students' physics learning achievement.

Author Biographies

H. Kuswanto, Universitas Negeri Yogyakarta

Professor in Magister Physics Education UNY

P. Putra Wiratama, Universitas Negeri Yogyakarta

Student at Magister Physics Education UNY

References

I. M. Gómez-Trigueros and C. Bustamante, New perspectives on teacher preparation in digital competencies, Bordon. Rev. Pedagog. 75 (2023) 11, https://doi.org/10.13042/Bordon.2023.100532

Ö. Öztuzcu and Z. A. Mısırlı, Teachers’ Self-Efficacy on the Use of Information Technologies in the Distance Education Process: A Scale Development Study, Educ. Policy Anal. Strateg. Res., 18 (2023) 405, https://doi.org/10. 29329/epasr.2023.600.19.

Y. Tao et al., The impact of long-term online learning on social anxiety and problematic smartphone use symptoms among secondary school students with different levels of fear of missing out: Evidence from a symptom network and longitudinal panel network analysis, J. Behav. Addict. 13 (2024) 102, https://doi.org/10.1556/2006.2023.00081

A. P. Sarwendah, N. Azizah, and M. Mumpuniarti, The use of technology in hybrid learning for student with special needs, J. Educ. Learn., 17 (2023) 317, https://doi.org/10.11591/edulearn.v17i2.20810

I. Muhammad, H. K. Rusyid, S. Maharani, and L. M. Angraini, Computational Thinking Research in Mathematics Learning in the Last Decade: A Bibliometric Review, Int. J. Educ. Math. Sci. Technol., 12 (2023) 178, https://doi.org/10.46328/ijemst.3086

D. Gnanasagaran, S. S. A. Rahim and D. Dewitt, Mobile Learning Readiness Among Malaysian Pre-University Students, Malaysian Online J. Educ. Sci., 11 (2023) 13

G. W. McDiarmid and Y. Zhao, Time to Rethink: Educating for a Technology-Transformed World, ECNU Rev. Educ., 6 (2023) 189, https://doi.org/10.1177/20965311221076493

J. Marquardson, Embracing Artificial Intelligence to Improve Self-Directed Learning: A Cybersecurity Classroom Study, Inf. Syst. Educ. J., 22 (2024) 4, https://doi.org/10.62273/wzby3952

B. E. Priando Purba, I. D. Riris, and Z. Muchtar, Development of Website-Based Learning Media Integrated Inquiri Learning Strategies in Learning Thermochemical Matter Chemistry, Budapest Int. Res. Critics Linguist. Educ. J., 4 (2021) 454, https://doi.org/10.33258/birle.v4i1.1658

S. Anshori, Pemanfaatan Teknologi Informasi Dan Komunikasi Sebagai Media Pembelajaran, J. Ilmu Pendidik. PKn dan Sos. Budaya 2 (2019) 88

L. Bao and K. Koenig, Physics education research for 21st century learning, Discip. Interdiscip. Sci. Educ. Res., 1 (2019) 2, https://doi.org/10.1186/s43031-019-0007-8

Y. Ramma, A. Bholoa, M. Watts, and P. S. Nadal, Teaching and learning physics using technology: Making a case for the affective domain, Educ. Inq., 9 (2018) 210, https://doi.org/10.1080/20004508.2017.1343606

D. A. Schmidt, A. D. Thompson, M. J. Koehler, and T. S. Shin, CIE 2014 - 44th International Conference on Computers and Industrial Engineering and IMSS 2014 - 9th International Symposium on Intelligent Manufacturing and Service Systems, Joint International Symposium on ‘The Social Impacts of Developments in Information, Manufacturing and Service Systems’ - Proceedings, CIE 2014 - 44th Int. Conf. Comput. Ind. Eng. IMSS 2014 - 9th Int. Symp. Intell. Manuf. Serv. Syst. Jt. Int. Symp. The Soc. Impacts Dev. Information, Manuf. Serv. Syst. - Proc., 42 (2014) 2531p

M. J. Koehler et al., The Technological Pedagogical Content Knowledge Framework for Teachers and Teacher Educators, In ICT Integrated Teacher Education Models (2013) pp. 1-8

Available: https://cemca.org.in/ckfinder/userfiles/files/ICTteachereducationModule1Final May20.pdf

J. R. Star, Revisiting the origin of, and reflections on the future of, pedagogical content knowledge, Asian J. Math. Educ., 2 (2023) 147, https://doi.org/10.1177/27527263231175885

I. S. G. Alhamid and B. Mohammad-Salehi, Examining EFL Teachers’ Technological Pedagogical Content Knowledge (TPACK) and their Attitudes towards Online Teaching, Learn J. Lang. Educ. Acquis. Res. Netw., 17 (2024) 715

M. J. Koehler, P. Mishra and W. Cain, What Is Technological Pedagogical Content Knowledge (TPACK)?, J. Educ., 193 (2013) 13, www.jstor.org/stable/24636917

U. Saharsa, M. Qaddafi, and Baharuddin, Efektivitas Penerapan Model Pembelajaran Problem Based Learning Berbantuan Video Based Laboratory Terhadap Peningkatan Pemahaman Konsep Fisika, J. Pendidik. Fis., 6 (2018) 57

I. P. A. A. Payadnya, I. M. Wena, P. S. Noviantari, I. M. P. K. Palgunadi, and A. D. C. Pradnyanita, Development of RME Learning Media Based on Virtual Exhibition to Improve Students’ High Order Thinking Skills (HOTS), Math. TeachingResearch J., 15 (2023) 129

H. Çavuş, and S. Deniz, The Effect of Technology Assisted Teaching on Success in Mathematics and Geometry: A MetaAnalysis Study, Particip. Educ. Res., 9 (2022) 358, https://doi.org/10.17275/per.22.45.9.2

Munawaroh, N. S. Setyani, L. Susilowati, and Rukminingsih, The Effect of E-Problem Based Learning on Students’ Interest, Motivation and Achievement, Int. J. Instr., 15 (2022) 503, https://doi.org/10.29333/iji.2022.15328a

T. H. Popp and H. Schuhbauer, Systematic Literature Review of the Effort of Gaming Elements on E-Learning Platforms, In 20th Int. Conf. Cogn. Explor. Learn. Digit. Age (CELDA) (2023) p. 305

G. Savatsomboon, P. Yurayat, O. Chanprasitchai, W. Narkbunnum, J. K. Sharma, and S. Svetsomboon, A Proposed Categorization of Meta-Analysis, Their Respective Example Conceptual Frameworks, and Applicable R Packages for Education Research: A Review, J. Pract. Stud. Educ., 5 (2024) 1, https://doi.org/10.46809/jpse.v5i3.83

T. D. Pigott and J. R. Polanin, Methodological Guidance Paper: High-Quality Meta-Analysis in a Systematic Review, Rev. Educ. Res., 90 (2020) 24, https://doi.org/10.3102/0034654319877153

W. Thalheimer and S. Cook, How to calculate effect sizes from published research: A simplified methodology. (WorkLearning Research, 2022)

K. Alarabi, H. Tairab, Y. Wardat, S. Belbase, and S. Alabidi, Enhancing the Learning of Newton’S Second Law of Motion Using Computer Simulations, J. Balt. Sci. Educ., 21 (2022) 946, https://doi.org/10.33225/jbse/22.21.946

O. Chaidam and A. Poonputta, Learning Achievement Improvement of 1st Grade Students by Using ProblemBased Learning (PBL) on TPACK MODEL, J. Educ. Learn., 11 (2022) 43, https://doi.org/10.5539/jel.v11n2p43

A. Gürses, E. Şahin, and K. Günes¸, Investigation of the Effectiveness of the Problem-Based Learning (PBL) Model in Teaching the Concepts of ‘Heat, Temperature and Pressure’ and the Effects of the Activities on the Development of Scientific Process Skills, Educ. Q. Rev. 5 (2022) 67, https://doi.org/10.31014/aior.1993.05.02.469

O. A. Gutiérrez et al., Assisted Discovery Based Learning of the Electric Force with Scaffolding for Novice Students, Educ. Sci. 12 (2022) 1, https://doi.org/10.3390/educsci12040269

F. Sulaiman, J. J. Rosales, and L. J. Kyung, the Effectiveness of the Integrated Stem-Pbl Physics Module on Students’ Interest, Sensemaking and Effort, J. Balt. Sci. Educ., 22 (2023) 113, https://doi.org/10.33225/jbse/23.22.113

M. R. Zainal, D. Djamas, and Y. Yohandri, Pengaruh Bahan Ajar Mobile Web dalam Pembelajaran Discovery terhadap Pencapaian Kompetensi Peserta Didik Kelas XI SMAN 4 Padang pada Materi Hukum Newton tentang Gravitasi, Usaha, dan Energi, Pillar Phys. Educ., 9 (2017) 129

B. Simic´ et al., Simulation-based and video-based approaches to diversifying physics homework, J. Balt. Sci. Educ. 22 (2023) 506, https://doi.org/10.33225/jbse/23.22.506

Downloads

Published

2026-01-01

How to Cite

[1]
S. Laeli, H. Kuswanto, and P. P. Wiratama, “Analysis of the effectiveness of website-based Technological Pedagogical Content Knowledge (TPACK) in physics learning: a meta analysis”, Rev. Mex. Fis. E, vol. 23, no. 1, pp. 010207 1–, Jan. 2026.

Issue

Section

02 Education in Physics