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All Journal International Journal of Evaluation and Research in Education (IJERE) Jurnal Ekonomi dan Pendidikan Cakrawala Pendidikan JURNAL ECONOMIA Jurnal Pendidikan Akuntansi Indonesia Jurnal Pendidikan Indonesia Jurnal Keuangan dan Perbankan Jurnal Dinamika Akuntansi Dinamika Pendidikan Lembaran Ilmu Kependidikan Jurnal Akuntansi Multiparadigma JPBM (Jurnal Pendidikan Bisnis dan Manajemen) JURNAL PENGABDIAN KEPADA MASYARAKAT JABE (Journal of Accounting and Business Education) Public Health of Indonesia Accounting Analysis Journal Economic Education Analysis Journal Jurnal Pendidikan Ekonomi & Bisnis LIABILITIES (JURNAL PENDIDIKAN AKUNTANSI) AFEBI Islamic Finance and Economic Review Sarwahita : Jurnal Pengabdian Kepada Masyarakat Proceeding of Conference on Islamic Management, Accounting, and Economics Jurnal Pengabdian Al-Ikhlas Jurnal Pemberdayaan Masyarakat Universitas Al Azhar Indonesia JASF (Journal of Accounting and Strategic Finance) Jurnal Riset Akuntansi Kontemporer Jurnal REKSA: Rekayasa Keuangan, Syariah dan Audit Journal of Applied Data Sciences Business and Accounting Education Journal Jurnal Ekonomi Participative Journal (PJ) : Jurnal Pengabdian Pada Masyarakat Indonesian Journal of Devotion and Empowerment (IJDE) Share: Jurnal Ekonomi dan Keuangan Islam Indonesian Management and Accounting Research Eastasouth Journal of Impactive Community Services Bookchapter Ekonomi Universitas Negeri Semarang Jurnal Abdimas Indonesia Fonologi: Jurnal Ilmuan Bahasa dan Sastra Inggris Journal of Environment and Sustainability Education Jurnal Pengabdian Nasional (JPN) Indonesia EDUCATIONE: Journal of Education Research and Review Business and Accounting Education Journal Jurnal Dinamika Akuntansi Journal of Accounting, Economics, and Business Education Dinamika Pendidikan "Indonesian Journal of Devotion and Empowerment (IJDE) "
Ahmad Nurkhin
Universitas Negeri Semarang
Religion Arts Humanities Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Physics Public Health Social Sciences Other

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Journal : EDUCATIONE: Journal of Education Research and Review

 1 
CRITICAL THINKING ANALYSIS IN THE ERA OF ARTIFICIAL INTELLIGENCE: STUDY ON UNNES ACCOUNTING EDUCATION STUDENTS Fatimah, Siti; Nurkhin, Ahmad; Setiyani, Rediana; Santoso, Jarot Tri Bowo; Anggaeni, Oki
EDUCATIONE (In Press) Volume 4, Issue 1, January 2026
Publisher : CV. TOTUS TUUS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59397/edu.v4i1.117

Abstract

Rapid diffusion of AI into higher education is reshaping the cognitive ecology of learning and introduces risks of cognitive offloading and automation bias in accounting programs where high-order judgment and ethics remain non-automatable. This descriptive qualitative study sought to describe how UNNES Accounting Education students enact critical thinking while working with AI, examine the moderating roles of digital literacy and self-regulated learning (SRL), and identify pedagogical moves that curb automation bias. Data were gathered from purposively selected second-semester students through a three-stage process—context scans of syllabi/LMS, non-participant classroom observations, and 45–60-minute semi-structured interviews augmented by artifacts such as AI chat excerpts and annotated drafts—and were coded using Miles–Huberman iterative procedures with triangulation, member checking, and an audit trail. Results indicate that students frequently used AI as a “first resort”; high dependence aligned with strengths in remembering/applying but weaknesses in analyzing/evaluating/creating. Conversely, higher digital literacy and SRL correlated with systematic verification, stronger justification, and reduced automation bias. Active-learning routines (trigger questions, guided discussion, “AI-audit” checklists) reliably elevated higher-order performance, while ethical concerns about originality and fairness surfaced among stronger reasoners. Overall, AI operates as a double-edged tool—impeding critical thinking when used uncritically but scaffolding it when embedded in reflective, evidence-seeking routines. Findings inform curriculum redesign, lecturer development, assessment rubrics, and assurance-of-learning aligned with professional standards. Future research should test causal effects of targeted micro-interventions in mixed-methods, multi-site designs, validate critical-thinking rubrics for AI-rich tasks, and track transfer to authentic practice.
Co-Authors - FACHRURROZIE - Kardoyo -, Kardiyem Abdul Rohman Abdul Rohman Abdul Rohman ACHMAD RIFAI Aditama, Raka Rizky Agus Wahyudin Agus Wahyudin Ahmad Syahrul Fauzi Algifari Algifari, Algifari Ali, Noor Faqih Udin Alifah, Atifatul Amir Mahmud Anggaeni, Oki Anisa Septiani Aenul Fajriah Anna Kania Widiatami Anna Widiatami Ardyansyah, Faisal Arif Wahyu Wirawan, Arif Wahyu Asep Purwo Yudi Utomo Asrori Asrori Aulia Rizky Nur Ruwita Bakar, Syarifah Mastura Syed Abu Bangkit Candra Birama, Bangkit Candra Baswara, Satsya Yoga Budiantoro, Risanda Christian Wiradendi Wolor Destiya Laelatul Azizah Dhifah Amaliyah Fadli Dwi Puji Astuti Ervie Sabrina Nuari Fachrurrozie Fadhilah Mahanani Saputri Fadli Arif Setiawan fatimah Fatimah Fiki Nushrotul Hafidh Fikriyah, Minkhatul Hardi Saputro, Iwan Harsono Harsono Harsono Harsono Hartanto, Dadi Hasan Mukhibad Heri yanto Heri Yanto Hidayatun Toyibah Priyati Istu Utami Hobar, Abdul Hoo, Wong Chee Ida Aeni Ida Nur Aeni Ilma Anisaturizqi, Ilma Indah Anisykurlillah Isnarto, Isnarto Jarot Tri Bowo Santoso Kardoyo Kardoyo Khasan Setiaji Kiswanto Kiswanto Kiswanto, Kiswanto Kustini, Sri Kusumantoro Kusumantoro Kusumantoro Kusumantoro, Kusumantoro Maghfira Nur Aziza Mahardika, Aura Aglis Maulida, Winda Nurul Maylia Pramono Sari Maylia Pramono Sari Minkhatul Fikriyah Muhammad Daffa Muhammad Feriady, Muhammad Muhammad Wahyudi Muhsin Muhsin Muhsin Muhsin Muhsin, Muhsin Mukhibab, Hasan Munirah, Anisatul Narenda, Alfa Narendra Utama W, Narendra Utama Nasriatun Khasanah Ngabiyanto - Niam, Sufa’ah Hurumun Nilam Nathania Novanty, Ine Nugroho, Aditya Surya Nurdian Susilowati Partono Thomas Prabowo Yudo Jayanto PUJI LESTARI Puji Novita Sari Rababah, Mahmoud Ali Raharjo, Teguh Hardi Raharjo Rahayu Lestari Ratieh Widhiastuti Ratna Sesotya Wedadjati Rediana Setiyani, Rediana Risanda Alirastra Budiantoro Risnaeni Risnaeni, Risnaeni Rizqi Fajarwati, Baihaqi Rokhani, Sri S Martono S Martono Safitri, Diyah Salis, Abdul Rozaq Selawati Septianingtyas Septiana, Duwi Setiawati Setiawati Shahtaz Twanneke Henga Putri, Shahtaz Twanneke Henga Sifa Farida, Sifa Siti Fatimah Siti Nurdianti, Siti Sri Kustini Subarkah, Afri Subkhan Subkhan Sumiadji - Susanti, NilaYunita Sutikno Sutikno Syafa Azmi Muazaroh Syamsu Hadi Tri Jatmiko Wahyu Prabowo, Tri Jatmiko Wahyu Triwidisari, Asri Umi Thoifah Amalia, Umi Thoifah Usep Suhud Wicaksono Adi Nugroho, Wicaksono Adi Widiyanto Widiyanto Widiyanto Widiyanto Widiyanto Wiji Astuti Yee, Loo Shu Yozi Aulia Rahman, Yozi Aulia