The efficacy of learning analytics interventions in higher education: A systematic review

A Larrabee Sønderlund, E Hughes… - … Technology, 2019 - Wiley Online Library
… incorporate predictions based on fluid online data (eg, student … We also performed a literature
search using Web of Science … tailored support to students in STEM courses. Specifically, …

Barriers and opportunities for 2-year and 4-year STEM degrees: Systemic change to support students' diverse pathways

M Feder, S Malcom - 2016 - books.google.com
… The heightened attention to workforce predictions has … This report provides new ways of
both envisioning and planning … education that today’s students use in pursuit of STEM degrees. …

Developing a STEM identity among young women: A social identity perspective

AY Kim, GM Sinatra… - … of Educational Research, 2018 - journals.sagepub.com
… regarding STEM, our literature review also revealed that female students found the STEM
In this intervention study, mothers’ utility value significantly predicted student course taking, …

FAIL is not a four-letter word: A theoretical framework for exploring undergraduate students' approaches to academic challenge and responses to failure in STEM …

MA Henry, S Shorter, L Charkoudian… - CBE—Life Sciences …, 2019 - Am Soc Cell Biol
… undergraduates develop the ability to navigate failure, and as a starting point for future
investigations, we present an integrated complete model predicting how the previously discussed …

Predictors of science, technology, engineering, and mathematics choice options: A meta-analytic path analysis of the social–cognitive choice model by gender and …

RW Lent, HB Sheu, MJ Miller, ME Cusick… - Journal of counseling …, 2018 - psycnet.apa.org
… between SCCT’s key predictor and outcome variables (self-… A literature review was conducted
to locate studies … what attracts students and workers to, or repels them from, STEM domain …

Prediction of Students' Performance via Machine Learning: Perspective for Virtual Learning

A Borgaonkar, M Stadlman, S Salili, A Miri - … : Innovations and Research, 2022 - jstem.org
online lectures to classes of students who are non-responsive muted black screens throughout
the entire session. In this study, we explore the viability of student … A literature survey

Synthesizing results from empirical research on computer-based scaffolding in STEM education: A meta-analysis

BR Belland, AE Walker, NJ Kim… - … Educational Research, 2017 - journals.sagepub.com
students’ ability to recall or understanding of target content. Principles-level assessments
measure the ability to predict … tables are available in the online version of the journal). Sixty-five …

The applications of machine learning in computational thinking assessments: a scoping review

B Tan, HY Jin, M Cutumisu - Computer Science Education, 2024 - Taylor & Francis
… into numerical prediction (regression) and categorical prediction (… in massive open online
courses to collectlarger samples. … Predicting student failure in an introductory programming …

Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
… with online and technology enhanced learning (TEL) research … learning techniques
grounded in theory to help students … used to provide feedback using learning analytics; predict

A systematic review on teaching and learning robotics content knowledge in K-12

L Xia, B Zhong - Computers & Education, 2018 - Elsevier
… RE did not bring significant improvement in student learning. In … a keyword search in
international online bibliographic database … which papers are qualified for your literature review. …