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Who Gives Feedback Matters

Student Biases Towards Human and AI ‐Generated Formative Feedback

Bibliographic Data

ID21499766
AuthorsTanya Nazaretsky (0000-0003-1343-0627, EPFL Lausanne Switzerland, corresponding author), Paola Mejia‐Domenzain (0000-0003-1242-3134, EPFL Lausanne Switzerland), Vinitra Swamy (0000-0002-6840-5923, EPFL Lausanne Switzerland), Jibril Frej (0009-0009-0631-0636, EPFL Lausanne Switzerland), Tanja Käser (0000-0003-0672-0415, EPFL Lausanne Switzerland)
Year2026
Volume42
Issue1
Publication date2026-02-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Computer Assisted Learning (JOURNAL)
Journal identifiersISSN: 0266-4909 • E-ISSN: 1365-2729
PublisherWiley (PUBLISHER • GB)
DOI10.1111/jcal.70153
OpenAlexW4416902917
LanguageEN
Citations received4
References cited80

Corrective Feedback · Formative assessment · Higher education · Peer feedback · Perception · Preference · Educational Strategies and Epistemologies · Psychometric Methodologies and Testing · Student Assessment and Feedback

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    Open Access•Shuqi Xing, Tianyuan Zhao•Acta Psychologica•2026

  • Reasonable adjustments for neurodivergent students in higher education

    Open Access•Daniel Morgan•Disability & Society•2026

  • The Predictive Effects of Perceptions of AI‐generated Feedback on Feedback‐Seeking Behavior

    Open Access•Deliang Man, Li Zhang et al.•International Journal of Applied…•2026

  • Designing Effective Feedback Processes in Higher Education

    Naomi E Winstone, Naomi Winstone et al.•Designing Effective Feedback…•2019

  • Comparing the quality of human and ChatGPT feedback of students’ writing

    Open Access•Jacob Steiss, Tamara Tate et al.•Learning and Instruction•2024

  • What is AI Literacy? Competencies and Design Considerations

    Open Access•Duri Long, Brian Magerko•Proceedings of the 2020 CHI…•2020

  • Empowering educators to be AI-ready

    Open Access•Rose Luckin, Mutlu Cukurova et al.•Computers and Education:…•2022

  • The Power of Feedback Revisited

    Open Access•Benedikt Wisniewski, Klaus Zierer et al.•Frontiers in Psychology•2020

  • Developing evaluative judgement

    Open Access•Jeanne Tai, Joanna Tai et al.•Higher Education•2018

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    John Hattie•Scholarship of Teaching and…•2015

  • My Teacher Is a Machine

    Jihyun Kim, Kelly Merrill et al.•International Journal of…•2020

  • AI-generated feedback on writing

    Open Access•Juan Escalante, Austin Pack et al.•International Journal of…•2023

  • Algorithm appreciation

    Open Access•Jennifer M Logg, Julia A Minson et al.•Organizational Behavior and Human…•2019

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    Open Access•Raymond S Nickerson•Review of General Psychology•1998

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    Fred D Davis•MIS Quarterly•1989

  • Focus on Formative Feedback

    Open Access•Valerie J Shute•Review of Educational Research•2008

  • Embracing LLM Feedback

    Open Access•Theresa Ruwe, Elisabeth Mayweg-Paus•Frontiers in Education•2024

  • Teacher feedback literacy and its interplay with student feedback literacy

    David Carle, Naomi E Winstone•Teaching in Higher Education•2023

  • Impact of AI assistance on student agency

    Open Access•Ali Darvishi, Hassan Khosravi et al.•Computers & Education•2024

  • Learning analytics in European higher education—Trends and barriers

    Open Access•Yi‐Shan Tsai, Diego Rates et al.•Computers & Education•2020

  • Credibility and altered communication styles of AI graders in the classroom

    Open Access•Bryan Abendschein, Xialing Lin et al.•Journal of Computer Assisted…•2024

  • Facilitating learners' self‐assessment during formative writing tasks using writing analytics toolkit

    Open Access•Luzhen Tang, Kejie Shen et al.•Journal of Computer Assisted…•2024

  • AI and formative assessment

    Open Access•Xiaoming Zhai, Ross H Nehm•Journal of Research in Science…•2023

  • Rethinking student-teacher relationships in higher education

    Open Access•Roland Tormey•Higher Education•2021

  • Teachers' trust in AI ‐powered educational technology and a professional development program to improve it

    Open Access•Tanya Nazaretsky, Moriah Ariely et al.•British Journal of Educational…•2022

  • Feedback

    Margaret Price, Karen Handley et al.•Assessment & Evaluation in Higher…•2010

  • Comparing Generative AI and teacher feedback

    Open Access•M Henderson, Margaret Bearman et al.•Assessment & Evaluation in Higher…•2025

  • Rethinking models of feedback for learning

    David Boud, Elizabeth Molloy•Assessment & Evaluation in Higher…•2013

  • Developing evaluative judgement for a time of generative artificial intelligence

    Open Access•Margaret Bearman, Jeanne Tai et al.•Assessment & Evaluation in Higher…•2024

  • Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being

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  • Goodwill

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  • The development of student feedback literacy

    David Carle, David Boud•Assessment & Evaluation in Higher…•2018

  • The Power of Feedback

    Open Access•John Hattie, Helen Timperley•Review of Educational Research•2007

  • Understanding the motivational effects of procedural and informational justice in feedback processes

    Open Access•Quinetta M Roberson, Quinetta Roberson et al.•British Journal of Psychology•2006

  • The need to disentangle assessment and feedback in higher education

    Naomi E Winstone, David Boud•Studies in Higher Education•2022

  • It'd be useful, but I wouldn't use it

    Open Access•Naomi E Winstone, Robert A Nash et al.•Studies in Higher Education•2017

Unique citing works4
Citations per year4
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 4

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