Reviewing assessment of student learning in interdisciplinary STEM education

X Gao, P Li, J Shen, H Sun - International Journal of STEM Education, 2020 - Springer
STEM education has received increasing attention in recent years. However, developing
valid and reliable assessment of interdisciplinary learning in STEM has been a challenge …

Applying machine learning in science assessment: a systematic review

X Zhai, Y Yin, JW Pellegrino, KC Haudek… - Studies in Science …, 2020 - Taylor & Francis
Machine learning (ML) is an emergent computerised technology that relies on algorithms
built by 'learning'from training data rather than 'instruction', which holds great potential to …

Applying machine learning to automatically assess scientific models

X Zhai, P He, J Krajcik - Journal of Research in Science …, 2022 - Wiley Online Library
Involving students in scientific modeling practice is one of the most effective approaches to
achieving the next generation science education learning goals. Given the complexity and …

Pengembangan LKPD inkuiri terbimbing untuk meningkatkan keterampilan berpikir kritis dan hasil belajar peserta didik

M Firdaus, I Wilujeng - Jurnal Inovasi Pendidikan IPA, 2018 - journal.uny.ac.id
Abstract Penelitian ini bertujuan untuk:(1) mendeskripsikan karakteristik lembar kerja
peserta didik (LKPD) inkuiri terbimbing;(2) mengetahui kriteria kelayakan LKPD inkuiri …

Studying teachers' sensemaking to investigate teachers' responses to professional development focused on new standards

CD Allen, WR Penuel - Journal of teacher education, 2015 - journals.sagepub.com
Recent research on teacher professional development (PD) underscores the importance of
the coherence of PD with standards, curriculum, and assessment. Teachers' judgments of …

Theory and research on tasks revisited: Task as a context for students' thinking in the era of ambitious reforms in mathematics and science

M Tekkumru-Kisa, MK Stein… - Educational …, 2020 - journals.sagepub.com
Informed by decades of research and standards-based policies, there has been a growing
demand for high-quality teaching and learning in mathematics and science classrooms …

Using automated analysis to assess middle school students' competence with scientific argumentation

CD Wilson, KC Haudek, JF Osborne… - Journal of Research …, 2024 - Wiley Online Library
Abstract Argumentation is fundamental to science education, both as a prominent feature of
scientific reasoning and as an effective mode of learning—a perspective reflected in …

A framework for conceptualizing and evaluating the validity of instructionally relevant assessments

JW Pellegrino, LV DiBello… - Educational Psychologist, 2016 - Taylor & Francis
Assessments that function close to classroom teaching and learning can play a powerful role
in fostering academic achievement. Unfortunately, however, relatively little attention has …

Practices and theories: How can machine learning assist in innovative assessment practices in science education

X Zhai - Journal of Science Education and Technology, 2021 - Springer
As cutting-edge technologies, such as machine learning (ML), are increasingly involved in
science assessments, it is essential to conceptualize how assessment practices are …

Designing knowledge‐in‐use assessments to promote deeper learning

CJ Harris, JS Krajcik, JW Pellegrino… - … : issues and practice, 2019 - Wiley Online Library
Contemporary views on learning highlight that deep learning occurs not simply by
accumulating knowledge, but by using and applying knowledge as one engages in …