Pengaruh Digital Wellbeing, Cognitive Load, dan Digital Learning Readiness terhadap Hasil Belajar Spreadsheet

M. Azzahra; E. Takidah; S. Susanti

doi:10.33506/jq.v14i2.5873

Authors

M. Azzahra Program Studi Pendidikan Ekonomi, Konsentrasi Pendidikan Akuntansi, Fakultas Ekonomi dan Bisnis, Universitas Negeri Jakarta
E. Takidah Program Studi Pendidikan Ekonomi, Konsentrasi Pendidikan Akuntansi, Fakultas Ekonomi dan Bisnis, Universitas Negeri Jakarta
S. Susanti Program Studi Pendidikan Ekonomi, Konsentrasi Pendidikan Akuntansi, Fakultas Ekonomi dan Bisnis, Universitas Negeri Jakarta

DOI:

https://doi.org/10.33506/jq.v14i2.5873

Abstract

This study examines the partial and simultaneous effects of Digital Wellbeing, Cognitive Load, and Digital Learning Readiness on Spreadsheet Learning Outcomes. A quantitative approach with a survey method and causal associative design was employed. The sample consisted of 125 Grade X Accounting and Financial Institution students from SMKN 40, 48, and 50 in East Jakarta, selected through Proportionate Stratified Random Sampling. Data were collected via a Likert-scale questionnaire and report-card documentation, then analyzed using multiple linear regression. Results show that Digital Wellbeing and Digital Learning Readiness have significant positive effects, while Cognitive Load has a significant negative effect on Learning Outcomes. Collectively, the three variables account for 62.3% of the variance in Learning Outcomes. These findings suggest managing digital device usage duration, structuring clearer teacher instruction, and developing a healthy digital learning ecosystem at school.

References

Alim, B., Alimsyah, A. S., Taslim, A. M., & Makassar, U. N. (2025). Pengaruh Lingkungan Belajar Digital Terhadap Kesehatan. 5, 59–74.

Asahri, P. M., & Sartono. (2025). Analisis Kesehatan Mental Pelajar di Era Pembelajaran Digital. Morfologi : Jurnal Ilmu Pendidikan, Bahasa, Sastra Dan Budaya, 3(3), 243–251. https://doi.org/10.61132/morfologi.v3i3.1704

Aswatun, M., Haifatrrahmah, & Sari, N. (2025). Efektivitas Video Pembelajaran Animasi Dalam Meningkatkan Motivasi Dan Hasil Belajar Siswa Sekolah Dasar. Jurnal Ilmiah Pendidikan Dasar, 10.

Baiduri, Holisin, I., Inganah, S., & Hidayati, W. S. (2024). The Impact of Cognitive Load on Learning Achievement and Semester Level in Mathematics Education Students. Journal of Hunan University Natural Sciences, 51(8). https://doi.org/10.55463/issn.1674-2974.51.8.2

Bandura, A. (1986). Social Foundatio of Thought and Action, a Social Cognitive Theory. Englewood Cliffs, New Jersey: Prentice Hall.

Baron, R. A., & Byrne, D. (2020). Psikologi Sosial.

Cahyono, A., Wahyuni, A. D., & Umam, M. K. (2025). Pembelajaran Berdiferensiasi pada Mata Pelajaran PAI: Tinjauan Literatur Berbasis Dimensi School Well‑Being. Asas Wa Tandhim: Jurnal Hukum, Pendidikan Dan Sosial Keagamaan, 4(2), 405–418. https://doi.org/10.47200/awtjhpsa.v4i2.3117

Centeno et al. (2025). Promoting Well-being in Digital Education. https://doi.org/10.2760/4054846

Devega, M., Yuhelmi, & Volla Nyoto, R. La. (2025). Sosialisasi Digital Wellbeing Pada Siswa Sma Negeri 16 Pekanbaru. J-COSCIS : Journal of Computer Science Community Service, 5(1), 28–36. https://doi.org/10.31849/jcoscis.v5i1.22303

Fismariza, W., & Karima, E. M. (2024). Mas Aliq. Jurnal Pendidikan Dan Sains, 4, 707–721.

Gayatri, I. A. K. D., & Agustika, G. N. S. (2022). Pengembangan Media Audio Visual Pada Materi Operasi Hitung Pecahan Dengan Pendekatan Kontekstual Siswa Kelas IV SD. Jurnal Pendidikan Dan Konseling (JPDK), 4(3), 10–17. https://journal.universitaspahlawan.ac.id/index.php/jpdk/article/view/4222

Ghozali, I. (2021). Aplikasi Analisis Multivariate Dengan Program IBM SPSS 26 (Edisi 10). Badan Penerbit Universitas Diponegoro.

Hasby, R. R., Susanti, S., & Marsofiyati. (2025). Pengaruh Penggunaan Media Sosial Dan Motivasi Belajar Terhadap Hasil Belajar Generasi Z Pada Siswa SMK Negeri 51 Jakarta. Jurnal Pengabdian Masyarakat Dan Riset Pendidikan, 4(1), 1242–1254. https://doi.org/10.31004/jerkin.v4i1.1486

Ismaya, R. . S. S. . A. I. D. (2024). Pengaruh Penggunaan Media Pembelajaran Digital terhadapHasil Belajar Siswa Sekolah Dasar. Jurnal Review Pendidikan dan Pengajaran, Volume 7 Nomor 4, 2024. 7, 13779–13785.

Joshi, D. R., Khanal, J., Chapai, K. P. S., & Adhikari, K. P. (2025). The impact of digital resource utilization on student learning outcomes and self-efficacy across different economic contexts: A comparative analysis of PISA, 2022. International Journal of Educational Research Open, 8(September 2024), 100443. https://doi.org/10.1016/j.ijedro.2025.100443

Natadiwijaya, I. F., Anjarsari, P., & Prasetyo, Z. K. (2026). Diseminasi Perangkat Pembelajaran dan Media Berbasis Cognitive Load Theory untuk Guru dan Siswa SMP di Sekolah Indonesia Kuala Lumpur. 6, 225–235.

Permana, M. J., Hendrayana, A., & Fathurrohman, M. (2025). Pengaruh Pengelolaan Beban Kognitif Terhadap Peningkatan Kecakapan Matematis Siswa. Polinomial: Jurnal Pendidikan Matematika, 4(2), 193–207.

Puniatmaja, G. A., Parwati, N. N., Tegeh, I. M., & Sudatha, I. G. W. (2024). The Effect of E-learning and Students’ Digital Literacy towards Their Learning Outcomes. Pegem Journal of Education and Instruction, 14(1), 348–356. https://doi.org/10.47750/pegegog.14.01.39

Puspitasari, E. I., Widyastuti, & Affandi, G. R. (2024). Pengaruh Stres Akademik dan Cognitive Load. Psikologi, 11(September), 374–388. https://doi.org/10.35891/jip.v11i2.4871

Rahmayani, A., & Surawan. (2025). Menanamkan Digital Well-Being dalam Kurikulum: Upaya Membangun Kesehatan Mental Siswa di Era Digital. 04(02), 2987–3738.

Reyes-Millán, M., Villareal-Rodríguez, M., Murrieta-Flores, M. E., Bedolla-Cornejo, L., Vázquez-Villegas, P., & Membrillo-Hernández, J. (2023). Evaluation of online learning readiness in the new distance learning normality. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e22070

Rezky, D., Sulaiman, A., Kaseng, E. S., Dewi, S. S., Makassar, U. N., Stres, M., Siswa, P., Gadget, P., & Apps, M. (2025). Penguatan Kesadaran Digital Wellbeing pada Siswa melalui Pelatihan dan Simulasi Aplikasi Manajemen Penggunaan Gadget. 3(3), 211–218.

Salsabila, A. N., Jamaluddin, Kusmiyati, & Artayasa, I. P. (2025). The Effect Of E-Readiness Ability On Biology Learning Outcomes of Class X students at SMAN 6 Mataram. 4(1), 13–22.

Sandy, L. P. D. D. S., Santosa, M. H. S., & Mahendrayana, G. (2021). Students’ E-Learning Readiness in Remote Teaching Context. International Journal of Language and Literature, 5(3), 112–122. https://doi.org/10.23887/ijll.v5i3.32623

Sari, F. F., Sudatha, I. G. W., Santoso, M. H., & Suartama, I. K. (2025). Mengurangi Beban Kognitif dalam Pembelajaran Matematika: Tinjauan Sistematis Strategi dan Intervensi Pembelajaran. Jurnal Pendidikan Dan Pembelajaran Indonesia (JPPI), 5(3), 1630–1644. https://doi.org/10.53299/jppi.v5i3.2190

Sari, W. D. P., Subarno, A., & Akbarini, N. R. (2024). Pengaruh self regulated learning dan literasi digital terhadap motivasi berprestasi siswa MPLB SMKN 1 Karanganyar. JIKAP (Jurnal Informasi Dan Komunikasi Administrasi Perkantoran), 8(1), 7. https://doi.org/10.20961/jikap.v8i1.75772

Setyaedhi, H., & Pramana, A. (2025). The influence of Digital Literacy and Learning Independence on Learning Outcomes in Statistics Courses. Journal of Education Technology, 9(1), 51–63. https://doi.org/10.23887/jet.v9i1.82287

Sugiyono. (2023). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung : Alfabeta.

Surna, I. N. S. (2021). Psikologi Pendidikan 2 : Teori-Teori Psikologi Implikasinya

Wagiran, W., Suharjana, S., Nurtanto, M., & Mutohhari, F. (2022). Determining the e-learning readiness of higher education students: A study during the COVID-19 pandemic. Heliyon, 8(10), e11160. https://doi.org/10.1016/j.heliyon.2022.e11160

Wahyuni, D., & Permana, I. S. (2023). Memantau Kesehatan Digital Melalui Aplikasi Digital Wellbeing: Implikasi Terhadap Disiplin dan Prestasi Akademik. Prosiding Seminar Nasional Pascasarjana Universitas Negeri Semarang, 1125–1130. http://pps.unnes.ac.id/pps2/prodi/prosiding-pascasarjana-unnes

Wahyuningtyas, S. (2025). Cognitive Load and Learning Motivation in Junior High School Students. 7(1), 1–9. https://doi.org/10.21070/jims.v7i1.1628

Wariunsora, M., Beddu, M., Nuryati, N., Sa’adah, U., Ulimaz, A., & Februati, B. M. N. (2024). Analisis Pengaruh Cognitive Load dan Fatigue Learning terhadap Keberhasilan Siswa dalam Menyelesaikan Soal Higher-Order Thinking Skills (HOTS). Edu Cendikia: Jurnal Ilmiah Kependidikan, 4(03), 1779–1785. https://doi.org/10.47709/educendikia.v4i03.5555

Yudha, D. K., & Khuntari, D. (2023). Jurnal Ilmiah Manajemen Informasi dan Komunikasi Pengaruh Literasi Digital Terhadap Prestasi Belajar Pada Sis w a SMP Pusaka Bangsa Kara w ang The Effect Of Digital Literacy On Learning Achievement. 7(1), 10–17.