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THE INFLUENCE OF INFORMATICS LEARNING FACILITIES AND INFRASTRUCTURE ON STUDENTS' ABILITY TO OPERATE COMPUTERS AT AL-ISHLAH MIDDLE SCHOOL, CILEGON Reza Novanty; Beni Junedi; Ade Fricticarani
Cakrawala Pedagogik Vol 9 No 3 (2025): Cakrawala Pedagogik
Publisher : Sekolah Tinggi Keguruan dan Pendidikan Syekh Manshur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51499/cp.v9i3.863

Abstract

This study was motivated by the limited informatics learning facilities and infrastructure at Al-Ishlah Middle School, Cilegon. Observations revealed several problems in Informatics learning, including inadequate facilities and the suboptimal use of learning media. This research aimed to examine the influence of informatics learning facilities and infrastructure on students’ ability to operate computers. The study employed a quantitative method based on the philosophy of positivism to test hypotheses. This method is considered scientific because it reflects principles of concreteness, objectivity, measurability, rationality, and systematic inquiry. The research analyzed the management and utilization of computer laboratory facilities through quantitative data. Reliability testing showed that the facilities and infrastructure variable had a coefficient of 0.815, while the student ability variable had a coefficient of 0.913 from 60 statement items. Questionnaires X and Y, each with 30 items, were tested for validity and reliability. Data from 44 respondents showed average scores of 92.14 and 78.30, both normally distributed. A significance value of 0.396 indicated that the alternative hypothesis (Ha) was accepted. The results concluded that informatics learning facilities and infrastructure significantly affect students’ ability to operate computers. The quality of these facilities is positively correlated with student competence. Although the average student ability score reached 78.30, improvements are still needed. Therefore, continuous efforts to enhance the quality of facilities, infrastructure, and informatics training are essential to optimize students’ learning outcomes.
DOES E-LEARNING IMPROVE LEARNING OUTCOMES IN ICT-BASED COURSES? AN EXPERIMENTAL APPROACH Ade Fricticarani; Mohamad Bayi Tabrani; Siti Aspariah; Babay Suhendri; Mulya Tiara Fauziah
Jurnal Bisnis Digital Vol. 4 No. 1 (2026): Jurnal Bisnis Digital, Vol. 4 No. 1 Mei 2026
Publisher : Prodi Bisnis Digital Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/j-bisdig.v4i1.4159

Abstract

The integration of digital technologies in higher education has accelerated the adoption of e-learning, particularly in Information and Communication Technology (ICT)-based courses. However, evidence regarding its effectiveness in improving student learning outcomes remains inconclusive. This study aimed to examine the effect of e-learning on learning outcomes in ICT-based courses using an experimental approach. This research employed a quantitative experimental method with a one-group pretest–posttest design. The participants were 43 undergraduate students from the Information Technology Study Program selected through purposive sampling. Data were collected using pretest and posttest achievement tests and analyzed through descriptive statistics, Shapiro–Wilk normality testing, paired sample t-test, N-Gain analysis, and Cohen’s d effect size. The results revealed a significant improvement in students’ learning outcomes after the implementation of e-learning. Statistical analysis indicated a significant difference between pretest and posttest scores, supported by a moderate N-Gain score and a large effect size. These findings suggest that e-learning effectively improves students’ learning outcomes in ICT-based courses and offers both academic and practical benefits in technology-oriented learning environments. Therefore, well-designed e-learning systems should be further integrated into higher education, particularly in digitally aligned disciplines.