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All Journal Jurnal Perencanaan Wilayah dan Kota Tadris: Jurnal keguruan dan Ilmu Tarbiyah Caraka : Jurnal Ilmu Kebahasaan, Kesastraan, dan Pembelajarannya Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah Journal of Regional and Rural Development Planning JURNAL PANGAN Ethical Lingua: Journal of Language Teaching and Literature Alauddin Journal of Mathematics Education (AJME) Jurnal Ilmu Pendidikan (SOKO GURU) Jurnal Bastra (Bahasa dan Sastra) Bandung Conference Series: Urban & Regional Planning REFEREN International Journal of Contemporary Studies in Education MIMBAR : Jurnal Sosial dan Pembangunan Journal on Education and Teacher Professionalism
Saraswati
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Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Physics Social Sciences Other

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Educational Social Media Use and Students’ Productive Language Skills: A Canonical Correlation Analysis Saraswati; Maulana, Nanang; Santani; Ruhiat, Yayat
Tadris: Jurnal Keguruan dan Ilmu Tarbiyah Vol 11 No 1 (2026): Tadris: Jurnal Keguruan dan Ilmu Tarbiyah
Publisher : Universitas Islam Negeri Raden Intan Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/tadris.v11i1.28995

Abstract

This study examines the multivariate relationship between educational social media utilization (Set X: X₁ = frequency of use, X₂ = active participation in educational activities, X₃ = creativity in creating language-related content, X₄ = content utilization for language learning) and productive language skills (Set Y: Y₁ = creative writing in digital media, Y₂ = speaking in digital media, Y₃ = debating in digital contexts, Y₄ = constructing multimodal texts) among senior secondary school students. Employing a quantitative, multivariate correlational design, 200 eleventh-grade students from SMAN 6 Tangerang Regency were selected via purposive sampling. Data were collected through validated Likert-scale questionnaires and productive language performance tasks administered online via Google Form during September 2025. Instrument reliability was established via Cronbach’s α (0.81–0.89) and McDonald’s ω (0.82–0.88), with content validity confirmed by three language education experts. Canonical Correlation Analysis (CCA) was conducted using SPSS 27, yielding four canonical functions with canonical correlations (Rc) of 0.580, 0.490, 0.258, and 0.077, respectively. Wilks’ Lambda tests confirmed that the first three canonical functions were statistically significant (overall Λ = 0.468, p < .001; Λ = 0.705, p < .001; Λ = 0.928, p = .006), while the fourth was not (Λ = 0.994, p = .280). Analysis of canonical structure coefficients revealed that Canonical Function 1 was predominantly defined by X₂ (r = 0.874) and Y₄ (r = 0.902); Function 2 by X₃ (r = −0.940) and Y₂ (r = 0.948); and Function 3 primarily by Y₃ (r = −0.983). These findings collectively indicate that students who engage more actively and creatively in educational social media activities demonstrate superior productive language competencies, particularly in multimodal composition and digital speaking, underscoring the pedagogical value of structured social media integration in secondary language education.
Co-Authors Almurtadho, Ahmad Fatih Alvina Tania Destiani Asep Hariyanto Bani Pamungkas Barwanto, Lutfhi Ahmad Cucum Melati Deris Eza Rasdina Faizatunnisa Ferbiyandani, Mochamad Rifky Hani Burhanudin Imron Rosidi Indri Yuliantari Putri Islamy, Agung Johar Amir Khaerani, Fahrizah Nurul Lely Syiddatul Akliyah Maulana Yusuf Meliyawati Nanang Maulana Nanik, Rahmani Nugraha Edhi Suyatma Nuraini Nurhasanah, Halimah Patar Marbun Pratama, Aldy Purlilaiceu Putri Septiani Rezzi Firmannurulloh Ridla Rivaldi Noval Gumilar Saah Susilawati Salsabilla Zahra Santani Serdani, Sherly Defannya Setiawan, Muhammad Arief Siti Nuraeni Suhartini Sukmanah Surya Nur Hakim Syah, Fazya Auliyah Teguh Prasetyo Thamrin Tayeb, Thamrin Tonny Judiantono Trisnawati Trivaldi, Harry Nuari Veithzal Rivai Zainal WEISHAGUNA WEISHAGUNA Widagdo, Rama Arianto Wiharja , Irpa Anggriani Wiworo Retnadi Rias Hayu, Wiworo Retnadi Rias Yayat Ruhiat Yulia Asyiawati Yunengsih, Nia