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Arief Yulianto
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Examining The Effects of Task Complexity and Task Difficulty on Students’ Knowledge Retention: A Cognitive Load Theory Perspective Yulianto, Arief; Pramono, Suwito Eko; Wijaya, Angga Pandu; Lestari, Slamet; Putit, Lennora
Jurnal Kependidikan : Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran Vol. 11 No. 4 (2025): December (IN PROGRESS)
Publisher : LPPM Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/jk.v11i4.18326

Abstract

This study aims to analyze the effect of task complexity and task difficulty on knowledge retention through cognitive load. Previous studies have been largely outcome-oriented, focusing on student performance without examining long-term knowledge, thus leaving a gap for research that specifically elaborates on knowledge retention. A quantitative approach with a cross-sectional research design was employed. Using the Slovin formula with a 5% margin of error, the study involved 246 undergraduate students majoring in financial management from public universities located in Semarang, Surakarta, and Purwokerto, selected through purposive sampling. Data were analyzed using the variance-based structural equation modeling (VB-SEM) approach. The results reveal that cognitive load has a negative and significant effect on knowledge retention (β = -0.492, t = 4.167, p = 0.000). Task complexity shows a positive and significant effect on cognitive load (β = 0.300, t = 4.326, p = 0.000), but its direct effect on knowledge retention is not significant. Similarly, task difficulty has a positive and significant effect on cognitive load (β = 0.341, t = 4.628, p = 0.000), yet it does not directly affect knowledge retention. The findings indicate that both task complexity and task difficulty have negative and significant indirect effects on knowledge retention through cognitive load. These results demonstrate the importance of proportional instructional design, particularly the segmentation of complex content into smaller units to manage cognitive load. The use of educational technology is recommended to design tasks and instructional materials that align with students’ cognitive capacities, thereby enhancing knowledge retention.
Co-Authors - Kardoyo Adam, Nabil Fikri Agung Yulianto Agus Wahyudin Agus Yuwono Agus Yuwono Alfiyaturrohmah, Rifka Ali Formen Alif, M. Hessal Almira Jovankova Yunan Amin Pujiati Anak Agung Gede Sugianthara Andhi Wijayanto Andi Mursidi Andreanna Kusuma Wardhani Andryan Setyadharma Angga Pandu Wijaya, Angga Pandu Anggara, Aldias wahyu Anggara, Aldias wahyu Anggoro, Haris Dwi Aprilia Anita, Aprilia Ariyana Luthfiyani, Dewi Asani, Sarida Nur Ashari, Teguh Ashari, Teguh Asrori Astuti, Heni Purwo Astyandini, Budi Bambang Subali Belita Yoan Intania Budi Susanto Caridah, Caridah Dayona Ismail, Gurawan Decky Avrilianda Dewi Riyanti, Dewi Dwi Indah Putrianingsih, Dwi Indah Dwi Ratnasari Dyah Rachmawatie, Agnees Eko Handoyo Eny Lestari Fahrur Rozi Fakhruddin Fakhruddin Fakhruddin Febi Ramadhani Rusdin Febriana, Devita Febriyanti, Diah Fuchs, Philip X. Gofar, Abdul Gunawan, Dany Kurnia Haekase, Yongky Defridus Hakim Natigor Sipahutar, Dayan Haryono Haryono Hasanuddin Hasanuddin Heri yanto Heryanti, Yudina Tri I Gusti Ayu Agung Aristi Putri I gusti Ayu Aristi Putri Ida Royani Ida Zulaeha Ilmi Sila Ayu Imam, Atfalul Irwan Irwan Isdaryanti, Barokah Iwan Kurniawan Jarodi , Odi Jarodi, Odi Junipah, Junipah Keban, Kwirinov Kuma Khaer , Ananda Fiky Dibanu Khaer, Ananda Fiky Dibanu Kris Brantas Abiprayu, Kris Brantas Kurniawan, Wibisono Yudhi Kusumaningrum, Indah Lestari, Tika Ayu Lestari, Tika Ayu Lutfi , Fuad Madina Agustina Maemonah, Maemonah Margareta Rahayuningsih Nugroho Edi K Maria Amelia Marifah, Maulina Zaidatul Marinda, Aryanti Masrukhi Masrukhi Melati, Inaya Mihardja, Soma Mokhamat Mukhlisin, Mokhamat Muchsin Muchsin Muhammad Khafid Mukhayanah Mukhayanah Murtiana, Suci Murtiana, Suci Murwatiningsih Murwatiningsih Murwatiningsih Murwatiningsih, Murwatiningsih Nabil Fikri Adam Nasrun Nasrun Noor Hudallah Nuni Widiarti Nurlaily Mauludiyah, Nurlaily Octaviana, Irma Oktia Woro Kasmini Handayani Panca Dewi Purwati, Panca Pendriana, Yuli Pertiwi, Meilinda Brielyan Plangsorn, Boonrat Prasastine, Sachqnava Aguesta Prasetyo, Benedictus Singgih Pratiwi, Yosi Setya Pudjiastuti, RR Endang Sri Pudjiastuti, RR Sri Endang Putit, Lennora Putri, I Gusti Ayu Agung Aristi Putri, Pavita Bayu Qarasyi, Achmad Qhuzairy Rafika Pratiwi, Rafika Rahayu, Rizki Kusumaning Rahman, Fernanda Alfian Ratieh Widhiastuti Ratih Diyah Safitri, Ratih Diyah Ratna Yunita Rini Setyo Witiastuti Rubiyo Rubiyo Ruchman Basori Rusdarti - S Martono Santoso, Seno Sarida Nur Asani Sarwi - Septio Bintoro Andani, Yan Septio Bintoro Andani, Yan Setianingrum, Laras Sheila Erdi El-Majid Shinta Ayu Devi Nurmalasari, Shinta Ayu Devi Sibuea, Ely Yulianita Sibuea, Ely Yulianita Sintya Hayaturrohmah Siti Fiki Ikmah, Siti Fiki Siti Handayani Slamet Lestari Soesanto Soesanto Sri Sumartiningsih Sri Sumartiningsih Sumartiningsih Subronto, Subronto Sucihatiningsih Dian Wisika Prajanti sugi Sugiyo Sugiyo Sugiyo Sugiyo, Sugiyo Sulhadi - Sungkowo Edy Mulyono Susi Tursilowati Susilo, Sigit Suwito Eko Pramono Titi Prihatin Titi Prihatin Totok Sumaryanto Florentinus, Totok Sumaryanto Tri Joko Raharjo Ulfah Mediaty Arief Utomo, Eko Prasetyo Vanditta, Ryni Veryliana Purnamasari, Veryliana Vini Wiratno Putri Wicaksari, Erisa Aprilia Widi Triana Widiyanto Widiyanto wulandari, innayah Yeny Rahma Yeri Sutopo Yoyo Sudaryo Yuli Pendriana Yulianto, Agung Yunita, Elok Arina