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Journal : EL-FUSHA

Meta-Analysis of the Effectiveness of Computer-Assisted Language Learning (CALL) on Students' Arabic Language Ability Irfan; Hukom, Julham
EL-FUSHA: Jurnal Bahasa Arab dan Pendidikan Vol 6 No 1 (2025): EL-FUSHA: Jurnal Bahasa Arab dan Pendidikan
Publisher : Program Studi Pendidikan Bahasa Arab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/el-fusha.v6i1.8936

Abstract

This study aims to comprehensively evaluate the impact of using Computer-Assisted Language Learning (CALL) on students’ Arabic language proficiency through a meta-analytic approach. Eleven studies (k = 11) that met the inclusion criteria were analyzed using a random-effects model to account for variation across studies. The meta-analysis results indicate that CALL has a significant positive effect on students’ Arabic language skills, with an effect size (d) of 1.23 and a significance level of p < 0.01, classified as a large effect. However, the high level of heterogeneity (I² > 75%) suggests substantial variation among the studies. Therefore, future research is recommended to analyze potential moderator variables such as intervention duration, educational level, types of language skills, and types of technology used, in order to better understand the factors that influence the effectiveness of CALL.
Meta-Analysis of the Effectiveness of Computer-Assisted Language Learning (CALL) on Students' Arabic Language Ability Irfan; Hukom, Julham
EL-FUSHA: Jurnal Bahasa Arab dan Pendidikan Vol 6 No 1 (2025): EL-FUSHA: Jurnal Bahasa Arab dan Pendidikan
Publisher : Program Studi Pendidikan Bahasa Arab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/el-fusha.v6i1.8936

Abstract

This study aims to comprehensively evaluate the impact of using Computer-Assisted Language Learning (CALL) on students’ Arabic language proficiency through a meta-analytic approach. Eleven studies (k = 11) that met the inclusion criteria were analyzed using a random-effects model to account for variation across studies. The meta-analysis results indicate that CALL has a significant positive effect on students’ Arabic language skills, with an effect size (d) of 1.23 and a significance level of p < 0.01, classified as a large effect. However, the high level of heterogeneity (I² > 75%) suggests substantial variation among the studies. Therefore, future research is recommended to analyze potential moderator variables such as intervention duration, educational level, types of language skills, and types of technology used, in order to better understand the factors that influence the effectiveness of CALL.
Integration of Flipped Learning and Project-based Learning: Analysis of Combined Effects on Students' Academic Performance Hukom, Julham; Irfan
EL-FUSHA: Jurnal Bahasa Arab dan Pendidikan Vol 6 No 2 (2025): EL-FUSHA : Jurnal Bahasa Arab dan Pendidikan
Publisher : Program Studi Pendidikan Bahasa Arab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/el-fusha.v6i2.8949

Abstract

This study aims to comprehensively evaluate the effectiveness of the Flipped Learning model integrated with Project-Based Learning (FL-PjBL) on student learning outcomes through a meta-analysis approach. A total of twelve studies (k = 13) that met the inclusion criteria were analyzed using a random-effects model to accommodate variations between studies. The results of the meta-analysis showed that the FL-PjBL model had a significant positive effect on improving student learning outcomes, with an effect size (d) value of 1.22 and a significance of p < 0.01, which is included in the large effect category. However, the high level of heterogeneity (I² = 83.64%) indicated substantial variation between studies. Therefore, further research is recommended to investigate moderator variables such as educational level, subject area, intervention duration, and the quality of technology integration and project design in learning.