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All Journal SAINSMAT Paedagoria : Jurnal Kajian, Penelitian dan Pengembangan Kependidikan JISIP: Jurnal Ilmu Sosial dan Pendidikan eL.Muhbib: Jurnal Pemikiran dan Penelitian Pendidikan Dasar JURNAL PENDIDIKAN MIPA Jurnal Eduscience (JES) IJECA (International Journal of Education and Curriculum Application)
Muh. Fitrah, Muh.
Universitas Muhammadiyah Malang
Arts Humanities Computer Science & IT Education Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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Journal : JURNAL PENDIDIKAN MIPA

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The Correlation Between Digital Technology Mastery and Pedagogical Skills of Teachers with Mathematics Learning Outcomes: A Meta-Analysis Fitrah, Muh.; Syarifuddin, Syarifuddin
JURNAL PENDIDIKAN MIPA Vol. 15 No. 4 (2025): JURNAL PENDIDIKAN MIPA
Publisher : Pusat Publikasi Ilmiah, STKIP Taman Siswa Bima

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37630/jpm.v15i4.3509

Abstract

The integration of digital technology in mathematics instruction has become increasingly essential to enhance students’ cognitive engagement and academic outcomes. The purpose of this meta-analysis is to investigate the correlation between digital technology mastery and pedagogical skills of teachers with mathematics learning outcomes published between 2020 and 2024. This quantitative research with a correlation meta-analysis approach utilized a sample of 59 articles published in journals indexed at least in Google Scholar and having a DOI on CrossRef, obtained from journal databases such as Scopus, ERIC, Direct, and Dimensions. Data collection in this research employed the Publish or Perish software and was analyzed using JASP 0.17.3.0 software, assisted by data transformation with Microsoft Excel, aiming to estimate aggregates, draw Forrest plots, and address publication bias. The results of this research indicate that digital technology mastery and pedagogical skills of teachers have a significant influence on students' mathematics learning outcomes, with results free from publication bias and significant variability between studies as evidenced by the correlation value (r) = 0.757. The funnel plot of the 59 studies had varying sample sizes with asymmetric distributions and studies free from potential publication bias strengthened by the plot's display. The research recommends the need to re-evaluate various instruments assessing digital technology mastery and pedagogical skills of teachers to maximize unique variance among the existing variables, and although this study has been generalized, mastery of digital technology and pedagogical skills of teachers can enhance mathematics learning outcomes.
Co-Authors Abdul Kadir Agus Slamet Akbarini, Nur Rahmi Andang, Andang Edi Istiyono Febrianti, Dety Hadi, Arnasari Merdekawati Ilyas Ilyas Irmansah, Irmansah Israfil, Israfil Mei Indra Jayanti MMSI Irfan ,S. Kom Oscar, Oscar Rafiuddin, Rafiuddin Sowanto, Sowanto Syafruddin Syafruddin Syarifuddin Syarifuddin Umar Umar Wajdi, Muhammad Widihastuti