Bernadin Maria Noenoek Februati
Politeknik Energi dan Mineral

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Analisis Pengaruh Cognitive Load dan Fatigue Learning terhadap Keberhasilan Siswa dalam Menyelesaikan Soal Higher-Order Thinking Skills (HOTS): Analysis of the Influence of Cognitive Load and Fatigue Learning on Student Success in Solving Higher-Order Thinking Skills (HOTS) Problems Marlen Wariunsora; Megawati Beddu; Nuryati Nuryati; Ulfah Sa'adah; Almira Ulimaz; Bernadin Maria Noenoek Februati
Edu Cendikia: Jurnal Ilmiah Kependidikan Vol. 4 No. 03 (2024): Research Articles, December 2024
Publisher : ITScience (Information Technology and Science)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/educendikia.v4i03.5555

Abstract

This study aims to analyze the effect of cognitive load and learning fatigue on students' success in solving Higher-Order Thinking Skills (HOTS) questions. Mental fatigue due to extensive and rigorous learning is known as learning fatigue, while cognitive load refers to the mental stress experienced by students when absorbing new material. This study used an experimental and quantitative technique. For this study, 120 students were used, half in the control group and the other half in the experimental group. Data were collected through cognitive load surveys, HOTS tests, and learning fatigue. The study's findings showed a correlation between cognitive load and students' performance on the HOTS test. Critical thinking and analytical skills, essential for answering HOTS questions, were often lacking in students with high cognitive load. Another factor that decreased students' efficacy in solving problems was learning fatigue. When students do not get enough sleep or do not spend enough time studying, they become mentally exhausted and lose focus more easily. This fatigue reduces their ability to persist in working on challenging tasks. As a result, students have difficulty applying their information in a higher and more integrated context, even though their knowledge is quite good. The importance of effectively managing cognitive load and learning regarding students' effectiveness in solving HOTS problems cannot be overstated.
Analisis Pengaruh Beban Tugas Akademik Dan Digital Fatigue Terhadap Prestasi Akademik Siswa: Analysis of the Influence of Academic Task Load and Digital Fatigue on Students' Academic Achievement Bernadin Maria Noenoek Februati; Evi Gusliana; Hadi Prayitno; Muhammad Ridhwan; Mozart Malik Ibrahim
Edu Cendikia: Jurnal Ilmiah Kependidikan Vol. 4 No. 03 (2024): Research Articles, December 2024
Publisher : ITScience (Information Technology and Science)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/educendikia.v4i03.5632

Abstract

Students may experience digital fatigue as a result of substantial increases in academic workload and heavy reliance on digital technologies for learning. This study aims to analyze the effects of academic workload and digital fatigue on students’ academic achievement. A quantitative approach using survey techniques was used for this study, involving 200 students from the secondary school level. A questionnaire was used to collect data, which was then analyzed using multiple linear regression. The results showed a negative relationship between students’ academic achievement and workload, indicating that students’ academic achievement decreased in relation to the number of tasks they were asked to complete; this means that the more academic tasks students had to complete, the lower their academic achievement. The main factor that plays a role in this relationship is digital fatigue, which arises from the excessive use of digital devices in the learning process. Digital fatigue results in mental and physical fatigue, thus exacerbating the impact of academic pressure on students’ achievement. Digital fatigue occurs when students are exposed to digital device screens for too long without sufficient breaks. Common symptoms include eye fatigue, difficulty concentrating, sleep disturbances, and increased levels of stress and anxiety. In the long term, this condition can lead to decreased motivation to learn and negatively impact students’ emotional and psychological well-being. Effective strategies to reduce digital fatigue, such as better time management, variety in learning methods, and adequate breaks in academic activities, are needed, and it is important to provide students with balanced academic tasks so that they are not overburdened. Implementing these steps will help students focus on their studies without negatively impacting their emotional or psychological well-being.