Cover Image

LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gonzalez, Xiomara, Fleming, Gabriella Coloyan, Katz, Andrew, Denton, Maya, Deters, Jessica
Format:	Preprint
Published:	2026
Subjects:	Computers and Society Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

“I hold more assets that help me navigate through my world than I had previously thought”: Community cultural wealth student reflections during an engineering study abroad program
by: Gabriella Coloyan Fleming, et al.
Published: (2026)

Thematic Analysis with Open-Source Generative AI and Machine Learning: A New Method for Inductive Qualitative Codebook Development
by: Katz, Andrew, et al.
Published: (2024)

What engineering employers want: An analysis of technical and professional skills in engineering job advertisements
by: Gabriella Coloyan Fleming, et al.
Published: (2024)

Metaethical angst and the solace of sentimentalism
by: Patrick Fleming
Published: (2024)

Engineering culture under stress: A comparative case study of undergraduate mechanical engineering student experiences
by: Jessica R. Deters, et al.
Published: (2024)

Integration of quantitative and qualitative approaches: essay on mixed methods in accounting research
by: Carlos Renato Theóphilo
Published: (2023)

A research on mix‐teaching method: Characteristics of employment education teachers on employability of students in Chinese institutions
by: Guo Wen, et al.
Published: (2024)

Dental students’ reflective learning from a geriatric interview assignment
by: Mohammad Mahdi Salehi, et al.
Published: (2024)

“Lives and times”: The case for qualitative longitudinal research in anatomical sciences education
by: Charlotte E. Rees, et al.
Published: (2024)

BondBERT: What we learn when assigning sentiment in the bond market
by: Barter, Toby, et al.
Published: (2025)

Association between education about organ transplantation aimed at medical students and the acquisition of the organ donor card. A cross-sectional study.
by: Xiomara Benavides-López
Published: (2014)

Analytics and Intuition in the Process of Selecting Talent
by: Deters, Jürgen
Published: (2023)

Career resources among higher education students: a mixed-method study
by: Sílvia Monteiro
Published: (2023)

Exploring context and culture in clinical reasoning medical education: A qualitative exploratory study
by: Erin Cameron, et al.
Published: (2024)

ChatGPT assistants in online higher education and student satisfaction: a case study
by: Miguel-Ángel Cabeza-Rodríguez
Published: (2025)

Rigour in interpretive qualitative research in education: Ideas to think with
by: Anthony J. Maher
Published: (2025)

Elevating qualitative research in health professions and sciences education
by: Jason M. Organ, et al.
Published: (2026)

Final‐year students' perspectives on socially responsive curricula in medical education: A qualitative case study
by: Anthea Hansen, et al.
Published: (2026)

Exploring the public's beliefs, emotions and sentiments towards the adoption of the metaverse in education: A qualitative inquiry using big data
by: Ali B. Mahmoud
Published: (2024)

Exploring student acceptance of learning technologies in anatomy education: A mixed‐method approach
by: Jason Wen Yau Lee, et al.
Published: (2024)

Reflections on qualitative data analysis software – Possibilities, limitations and challenges in qualitative educational research
by: Epp André
Published: (2020)

An integrated communication and technical skills educational intervention in critical healthcare situations: A qualitative method
by: Rocío Juliá‐Sanchis, et al.
Published: (2025)

Expanding possibilities for generative AI in qualitative analysis: Fostering student feedback literacy through the application of a feedback quality rubric
by: Katherine Drinkwater Gregg, et al.
Published: (2025)

A pragmatic guide to generic qualitative research in counselor education
by: Phillip L. Waalkes, et al.
Published: (2024)

Professional wisdom in counselor education: A consensual qualitative research
by: Peitao Zhu, et al.
Published: (2024)

Research education for diversity in educational research
by: Andrew Brown
Published: (2008)

Informal peer‐assisted learning amongst medical students: A qualitative perspective
by: Timothy J. Morris, et al.
Published: (2024)

Projective deduction of the non-trivial first integral to the Euler problem: an explicit computation
by: Pinzari, Gabriella, et al.
Published: (2025)

Unveiling student sentiment dynamics toward AI‐based education through statistical analysis and Monte Carlo simulation
by: Volkan Duran, et al.
Published: (2025)

Educational assistance to improve reflective practice among student teachers
by: Teresa Mauri
Published: (2016)

PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
by: Goujaud, Baptiste, et al.
Published: (2022)

Dissipation-dispersion analysis of fully-discrete implicit discontinuous Galerkin methods and application to stiff hyperbolic problems
by: Briani, Maya, et al.
Published: (2024)

AI ‐mediated sensemaking in higher education students’ learning processes: Tensions, sensemaking practices, and AI ‐assigned purposes
by: Anni Silvola, et al.
Published: (2025)

Advancing clustering methods in physics education research: A case for mixture models
by: Wang, Minghui, et al.
Published: (2025)

On stable assignments generated by choice functions of mixed type
by: Karzanov, Alexander V.
Published: (2024)

Execution time budget assignment for mixed criticality systems
by: Khelassi, Mohamed Amine, et al.
Published: (2023)

Person-centered and qualitative approaches to network analysis in physics education research
by: Traxler, Adrienne L., et al.
Published: (2024)

The role of critical qualitative research in educational contexts: A Canadian perspective
by: Susan Tilley
Published: (2019)

Nonlinear conjugate gradient methods: worst-case convergence rates via computer-assisted analyses
by: Gupta, Shuvomoy Das, et al.
Published: (2023)

Revenue management, operations research and artificial intelligence: tools application as support to decision makers in parking industry
by: Xiomara Maldonado
Published: (2009)