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Fajar Arianto
Laboratorium Fisika Radiasi Dan Fisika Medik, Departemen Fisika Universitas Diponegoro, Jl. Prof. Soedarto SH Tembalang Semarang
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Journal : Studies in Learning and Teaching

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A Systematic Review of Mobile Learning-Based Research in Fostering Critical Thinking Skills Darlin, Darlin; Arianto, Fajar; Martadi, Martadi; Laha, M. Saleh; Nurlin, Nurlin; Nisa’, Khoirun
Studies in Learning and Teaching Vol. 7 No. 1 (2026): April
Publisher : CV Sinergi Ilmu dan Publikasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46627/silet.v7i1.762

Abstract

Critical thinking skills are essential competencies in the 21st century, so this study aims to present a systematic literature review on the role of mobile learning (m-learning) in fostering it at the higher education level by identifying trends, methodologies, effectiveness, and challenges. Following PRISMA guidelines, 20 articles from the Scopus database (2020-2025) were qualitatively analyzed. The results consistently show that m-learning interventions, especially when synergized with pedagogical models such as Problem-Based Learning (PBL), have proven significantly effective in improving students' critical thinking skills. Trend analysis reveals a geographic dominance of research from Indonesia (48.1%), with peak research productivity occurring in 2022 and dominated by R&D and quantitative approaches in the context of higher education in the fields of science and vocational studies. Despite this effectiveness, the main challenges identified are the low development of inference sub-skills and the risk of shallow learning. In conclusion, m-learning is a valid strategy; however, future research is recommended to move beyond proof-of-concept studies by focusing on increasing methodological rigor, investigating specific mechanisms between technology features and cognitive sub-skills, and expanding the research context to other disciplines to test the generalizability of the findings.
Co-Authors ABDUL MANAF Abror, Sirojuddin Achmad Sjaifudin Tayibnapis Ade Ika Susan Agusti, Fiqrie Restia Agustina, Sheila Ainurrahmi, Ainurrahmi ALFINA RAHMAWATI, DIAN Ali Khumaeni ALIM SUMARNO AMALIA WAHYUNINGTYAS, ISTI Anas Ahmadi Andi Kristanto Andi Mariono Andi Wibowo Kinandana Anitasari, Emi Anwar Usman Armilah, Mila Siti Asep Yoyo Wardaya Auliyani, Chaeriyatun Nissa Azizul Khakim, Azizul Bachri, Bachtiar S. Bachri, Bachtiar Sjaiful Badiah, Lutfi Isni Bambang Yulianto Binar Kurnia Prahani Chrisdian, Viddo Citra Fitri Kholidya Dahurandi, Keristian Darliawati, Herli Darlin, Darlin Darmanto Darmanto Dewantari, Aditya Dewantoro, Muhammad Dhiaulhaq, Shifiyan Ahmad Dhyan Prastiwi Emi Anitasari Erma Prihastanti Fatah Yasin FAUZI ADHIM, MUHAMMAD Febry Fitriani FITRIA, ZOIMATUL Fuad Anwar, Fuad Gunawan Gunawan Hadi Prasetyo Utomo Hamdiyah, Heni Handayani, Liska Tri Handayani, Nita Hariyati, Mutty Harmanto Harmanto HASAN SUBEKTI Hasan, Siti Nurjannah Hasnawati, Lina Hayati, Widia Herli Darliawati Hisyam, Hisyam Husni Mubarok Iis Nurhasanah Indhiraswari, Saraswati Isa Ansori Islami, Jundu Muhammad Mufakkirul Istiqomah Istiqomah Juari, S K Sofjan Firdausi Kartika Rinakit Adhe, Kartika Rinakit khusnul khotimah Kusuma, Annisa Dian Kusumandari, Kusumandari Laha, M. Saleh Layli Hidayah Lestariningsih, Ayun Rahayu Liska Tri Handayani M.A. Muazar Habibi Maharani, Rosy Puspa Martadi, Martadi Maureen, Irena Y. Medina, Alfiarani Meisa Diningrat, Syaiputra Wahyuda Moh Jazuli, Moh Muhammad Adrian Lathif Muhammad Hanif Muhammad Nur Muhammad Nur Muhammad Nur Muhammad Nur Mustaji Mustaji, Mustaji Ngurah Ayu Ketut Umiati Nisa’, Khoirun Novan Prawira, Dyon Nufus, Asyifa’un Nur, Muhammad Nurhasanah Nurhasanah Nurlin Nurlin, Nurlin Nurul Azmi, Nurul Nuryati, Dwi Wahyu Nurzanah, Salsabilla Choerunnisa Pandji Triadyaksa Prasetyo Basuki Prastiwi, Dhyan Pratama Jujur Wibawa Priyono Priyono PUSPITA WIRASARI, ENGGAL Putra, Riko Putri, Weni Antari Rachma Hasibuan Ramadhan, Avinda Zakcy Rayhani, Fauziah Rety, Dahniarti Cahyani Riyatun, Riyatun Rohid, Nabrisi Rohid, Nibrosu RR. Ella Evrita Hestiandari Ruqoyyah Fitri Rusijono, Rusijono Rusjiono Rusjiono sahamudin, Sahamudin Saraslifah Saraslifah Setyaedhi, Hari Sugiharto Shofiana, Fahlulia Rahma Sholehah Aisyah Siti Khodijah Siti Masitoh Sri Setyowati Sueb Suharyana Suharyana Sumariyah Sumariyah Susarno, Lamijan Hadi SYAIPUTRA WAHYUDA MEISA DINING Tayibnapis, Achmad Sjaifudin Terananda, Nabila Zuhroh Ukhti Nurohma Rizki Utari Dewi Utari Utari Very Richardina Wahyu Setia Budi Waode Hamsia, Waode Wasilatul Murtafiah Wienda Intan Permatasari Wulan Patria Saroinsong Yahya, Fahmi YATIM RIYANTO Yudha Arman Zaenul Muhlisin Zahroh, Mihnatuz