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Laneshia Conner; Kristel Scoresby; Keith J. Watts – Journal of Faculty Development, 2025
Academic mentorship is essential for faculty development, yet mid-career researchers have limited resources. This study explores AI-assisted mentorship models using biosketch analysis, AI mapping, and human expertise to enhance mentor selection. Tools like Google NotebookLM and Mural streamlined coding, visualization, and theme identification,…
Descriptors: Artificial Intelligence, Faculty Development, Researchers, Mentors
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Erin E. Doran; Amanda O. Latz; Zoë Thornton – Journal of Faculty Development, 2025
This study utilized role mapping, a reflective exercise where participants visually represent their various professional and personal roles. We conducted role map-elicited interviews with 13 community college faculty to understand how they experienced the year 2020. Using role theory and reflection as theoretical frames, we highlight how role maps…
Descriptors: Community Colleges, College Faculty, Faculty Development, Teacher Attitudes
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J. Michael Rifenburg; Jenn Mallette; Rebecca Nowacek – Composition Forum, 2025
This methods-focused article attends to the mechanics of participant drawing as a data collection tool in qualitative research. Writing studies researchers undertaking qualitative research benefit from a wealth of handbooks on how to design methodologically sound studies. However, despite interest in visual research methods, little guidance is…
Descriptors: Research Design, Research Administration, Qualitative Research, Freehand Drawing
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Michelle Yeo; Sarah Hewitt; Joanne Bouma; Rayna Sharma – Journal of the Scholarship of Teaching and Learning, 2025
While concept mapping is widely recognized as an effective active learning strategy, it is still underutilized in higher education. The current literature in SoTL demonstrates the utility of concept maps but the means by which the learning benefits are realized are not well explored. This study focuses on two first-year anatomy and physiology…
Descriptors: Concept Mapping, Metacognition, Learning Strategies, College Students
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Aan Hendrayana; Anwar Mutaqin – Educational Process: International Journal, 2025
Background/purpose: This study investigates the effectiveness of Problem-Based Learning (PBL) integrated with scaffolding in enhancing problem-solving skills among students with varying levels of prior knowledge. The main objective is to determine how scaffolding, when combined with PBL, can support students in developing stronger problem-solving…
Descriptors: Foreign Countries, Problem Based Learning, Scaffolding (Teaching Technique), Problem Solving
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Qinggui Qin; Shuhan Zhang – Education and Information Technologies, 2025
Artificial Intelligence (AI) plays a vital role in the growth and progress of education. Therefore, there is a need to scientifically explore the application of Artificial Intelligence in Education (AIED) and systematically analyze the development trends and research hotspots of AIED to provide reference for researchers. In this study, 1356…
Descriptors: Artificial Intelligence, Knowledge Level, Visual Aids, Concept Mapping
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Helena C. Malinakova – Journal of Chemical Education, 2025
Organic chemistry presents a significant obstacle for students seeking entry into health-related professions. Students' ability to develop effective study approaches is an important predictor of success in the course. Herein, we report an investigation utilizing an OCH-adjusted M-ASSIST instrument to assess possible changes in students' study…
Descriptors: Longitudinal Studies, Study Habits, Organic Chemistry, Structural Equation Models
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Emily Sein Yue Elim Hui – Education 3-13, 2025
A previous study mentioned that students' action responses towards water pollution are incongruent with the training they received in schools. Conducting a course of two weeks with elementary students (N = 22) aged 9-10 in Hong Kong, the study aims to connect primary students' perceptions of the causes, consequences and responsive actions on water…
Descriptors: Concept Mapping, Audio Equipment, Visual Aids, Elementary School Students