Applying machine learning in science assessment: a systematic review

X Zhai, Y Yin, JW Pellegrino, KC Haudek… - Studies in Science …, 2020 - Taylor & Francis
… learning for students based on the machine’s predictions, we … Before beginning a literature
search, we first specified a set … Usually in these studies, an online system using ML provided …

Interventions in education to prevent STEM pipeline leakage

A van den Hurk, M Meelissen… - International Journal of …, 2019 - Taylor & Francis
… preventing students dropping out of STEM education. The … level was a predictor for the number
of STEM courses taken by the … Effects of an online personal resilience training program for …

[HTML][HTML] Domains and predictors of first-year student success: A systematic review

PJAC Van der Zanden, E Denessen… - … Research Review, 2018 - Elsevier
… In this systematic literature review, we incorporated three … access to 3 articles online and
authors did not respond to requests. … in one domain was predicted by variables from another …

Integrated STEM education: A systematic review of instructional practices in secondary education.

L Thibaut, S Ceuppens, H De Loof, J De Meester… - … Journal of STEM …, 2018 - ERIC
… improve students’ motivation for STEM is integrated STEM education. Nonetheless, the
implementation of this new … A sampled literature review of design-based learning approaches: a …

Trends in educational research about e-learning: A systematic literature review (2009–2018)

J Valverde-Berrocoso, MC Garrido-Arroyo… - Sustainability, 2020 - mdpi.com
… motivation subnode, which is strongly associated with student satisfaction, studies reveal
the importance of achievement emotions as a predictor of the motivation of online students and …

Open learner models in supporting self-regulated learning in higher education: A systematic literature review

D Hooshyar, M Pedaste, K Saks, Ä Leijen… - Computers & …, 2020 - Elsevier
… LA has evolved from predictive and descriptive educational … that investigated OLMs in online
higher education settings. … found in our literature review had objectives to support learners' …

The status of women in STEM in higher education: A review of the literature 2007–2017

H Blackburn - Science & Technology Libraries, 2017 - Taylor & Francis
… to fill the predicted 2.4 million STEM jobs anticipated by 2018 … -wide online tutoring program
to ensure women in STEM have … for men in STEM was found in this literature review. More …

Combining intelligent tutoring systems and gamification: a systematic literature review

A Ramadhan, HLHS Warnars, FHA Razak - Education and Information …, 2024 - Springer
… This study succeeded in synthesizing that ITS + G has the potential to be applied to both STEM
and non-STEM … process is beneficial for students and makes students enjoyable. ITS is a …

A scoping review of immersive virtual reality in STEM education

N Pellas, A Dengel… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… acquisition in many STEM fields requires students’ learning … As presence shows high
educational merit as a predictor for … Palaigeorgiou, “A systematic literature review of mixed reality …

Challenges in STEM learning in Australian schools: Literature and policy review

MJ Timms, K Moyle, PR Weldon, P Mitchell - 2018 - research.acer.edu.au
… skilled students are retained into post-school STEM learning, … for STEM education
including increased online support. … These general knowledge gaps strongly predicted poor …