Afifah Nurfadilah, Rizki Hikmawan, Hartini Hartini

Pengembangan E-modul Interaktif Berbasis Cognitive Load Theory untuk Meningkatkan Hasil Belajar dan Mengelola Beban Kognitif

Introduction

Pengembangan e-modul interaktif berbasis cognitive load theory untuk meningkatkan hasil belajar dan mengelola beban kognitif. Kembangkan hasil belajar & kelola beban kognitif di SMK dengan e-modul interaktif berbasis Cognitive Load Theory. Studi ini menunjukkan peningkatan ketuntasan belajar dan pengelolaan beban kognitif yang efektif.

Abstract

Pendidikan vokasi di Sekolah Menengah Kejuruan (SMK) menuntut pembelajaran yang mampu mendukung penguasaan kompetensi kerja sekaligus mendorong kemandirian belajar peserta didik. Temuan ini bertujuan mengembangkan dan melakukan analisis penggunaan e-modul interaktif berbasis Cognitive load Theory dalam mendukung proses pembelajaran. Studi ini menerapkan pendekatan kuantatif deskriptif dengan desain pre-eksprerimental tipe one-shot case study pada 37 peserta didik kelas X di salah satu Sekolah Menengah Kejuruan di kabupaten Purwakarta. Sampel penelitian ditentukan menggunakan Teknik sampling jenuh, yaitu seluruh peserta didik dalam satu kelas dijadikan sampel penelitian. Data dikumpulkan menggunakan tes hasil belajar, angket beban kognitif, pengamatan, serta wawancara. Hasil penelitian menunjukkan bahwa 89% peserta didik sudah mencapai ketuntasan belajar dengan nilai rata-rata 91,03 dan hasil uji binomial menunjukkan nilai signifikansi p < 0,001. Selain itu, pengukuran beban kognitif menunjukkan Intrinsic Cognitive Load dikategorikan rendah dengan nilai mean 2,3459, Extraneous Cognitive Load dikategorikan sangat rendah dengan nilai mean 1,3946, dan Germane Cognitive Load berkategori sangat tinggi dengan nilai mean 3,5459. Temuan tersebut mengindikasikan bahwa e-modul yang dikembangkan mampu mengelola beban kognitif peserta didik secara efektif sehingga dapat mendukung proses pembelajaran secara lebih optimal. Ke depan, penelitian serupa dapat dikembangkan dengan melibatkan cakupan materi yang lebih luas, jumlah peserta didik yang lebih beragam, serta menggabungkan berbagai fitur pembelajaran digital lainnya agar dapat berperan lebih luas dalam perbaikan mutu pembelajaran.

Review

This paper addresses a highly relevant topic in vocational education, focusing on the development and evaluation of an interactive e-module grounded in Cognitive Load Theory (CLT) to enhance learning outcomes and manage cognitive burden. The study's objective to support both competency acquisition and learner independence in Vocational High School (SMK) settings is commendable, particularly given the practical demands of vocational training. The authors present promising initial findings, indicating that their developed e-module not only leads to significant improvements in student learning achievement but also effectively manages different facets of cognitive load, aligning with the theoretical underpinnings. Methodologically, the study employed a quantitative descriptive approach with a pre-experimental one-shot case study design, involving 37 students from a single class. While providing initial insights, the one-shot design inherently limits the ability to establish strong causal inferences about the e-module's direct impact compared to traditional methods or a control group. Nevertheless, the reported results are compelling: 89% of students achieved learning mastery with an average score of 91.03 (p < 0.001), suggesting high engagement and comprehension. Crucially, the detailed analysis of cognitive load components—low Intrinsic (mean 2.3459), very low Extraneous (mean 1.3946), and very high Germane (mean 3.5459)—strongly supports the claim that the e-module is well-designed to minimize unnecessary cognitive strain while maximizing learning-relevant processing. Despite these encouraging results, the study's generalizability is constrained by its limited sample size, single school context, and the nature of the one-shot case study design. The abstract itself appropriately acknowledges these limitations, proposing valuable avenues for future research such as a broader material scope, more diverse participant groups, and the integration of additional digital learning features. Overall, this paper offers a significant initial contribution by demonstrating the potential of CLT-based interactive e-modules in vocational education. While further rigorous research employing quasi-experimental or experimental designs with larger and more varied samples is needed to validate these findings and establish stronger causality, the current study provides a solid foundation and strong justification for continued development and investigation in this promising area.

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