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Paul J. Laybourn; Brian Kalet; Aaron J. Sholders – Biochemistry and Molecular Biology Education, 2025
For STEM faculty to approach teaching as a scientist, they must develop tools for data collection and analysis of student learning outcomes. Here, we report a methodology for the development of a learning outcomes assessment instrument and statistical analysis of that instrument that can be undertaken in a short amount of time by a few faculty…
Descriptors: Land Grant Universities, College Science, Science Education, Biochemistry
Yizhu Gao; Xiaoming Zhai; Min Li; Gyeonggeon Lee; Xiaoxiao Liu – Grantee Submission, 2025
The rapid evolution of generative artificial intelligence (GenAI) is transforming science education by facilitating innovative pedagogical paradigms while raising substantial concerns about scholarly integrity. One particularly pressing issue is the growing risk of student use of GenAI tools to outsource assessment tasks, potentially compromising…
Descriptors: Artificial Intelligence, Computer Software, Science Education, Integrity
Yizhu Gao; Xiaoming Zhai; Min Li; Gyeonggeon Lee; Xiaoxiao Liu – Journal of Research in Science Teaching, 2025
The rapid evolution of generative artificial intelligence (GenAI) is transforming science education by facilitating innovative pedagogical paradigms while raising substantial concerns about scholarly integrity. One particularly pressing issue is the growing risk of student use of GenAI tools to outsource assessment tasks, potentially compromising…
Descriptors: Artificial Intelligence, Computer Software, Science Education, Integrity
André A. Rupp; Laura Pinsonneault – National Center for the Improvement of Educational Assessment, 2025
State education agencies are sitting on rich repositories of quantitative and qualitative assessment data. This document is designed to provide a conceptual framework and implementation guidance that can help agency leadership leverage and interrogate student performance data in systematic ways for reporting, outreach, and planning purposes. The…
Descriptors: Evaluation Methods, Educational Assessment, Achievement Tests, College Entrance Examinations

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