Predicting academic performance: a systematic literature review

A Hellas, P Ihantola, A Petersen, VV Ajanovski… - … companion of the 23rd …, 2018 - dl.acm.org
The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …

[HTML][HTML] Introduction to survival analysis in practice

F Emmert-Streib, M Dehmer - Machine Learning and Knowledge …, 2019 - mdpi.com
The modeling of time to event data is an important topic with many applications in diverse
areas. The collective of methods to analyze such data are called survival analysis, event …

Identity, critical agency, and engineering: An affective model for predicting engineering as a career choice

A Godwin, G Potvin, Z Hazari… - Journal of engineering …, 2016 - Wiley Online Library
Background Prior to college, many students have no experience with engineering, but some
ultimately choose an engineering career. Women choose engineering at lower rates than …

Spatial thinking and STEM education: When, why, and how?

DH Uttal, CA Cohen - Psychology of learning and motivation, 2012 - Elsevier
We explore the relation between spatial thinking and performance and attainment in
science, technology, engineering and mathematics (STEM) domains. Spatial skills strongly …

Underrepresented minority students receive lower grades and have higher rates of attrition across STEM disciplines: A sign of inequity?

KM Whitcomb, C Singh - International Journal of Science Education, 2021 - Taylor & Francis
Underrepresented minority (URM) students are subjected to historically rooted inequities
when pursuing an education, especially in STEM disciplines with little diversity. In order to …

Facing COVID-19 challenges: 1st-year students' experience with the Romanian hybrid higher educational system

S Potra, A Pugna, MD Pop, R Negrea… - International Journal of …, 2021 - mdpi.com
First-year students undergo several transformations like the transition from high school to
university schedules, teaching methods, and discipline specificities to social changes that …

Race, gender, and measures of success in engineering education

MW Ohland, CE Brawner, MM Camacho… - Journal of …, 2011 - Wiley Online Library
Background Concern for workforce needs, social justice, and the diversification of the
engineering profession make it critical to understand how different metrics may overestimate …

Cause analysis of students' dropout rate in higher education study program

L Paura, I Arhipova - Procedia-social and behavioral sciences, 2014 - Elsevier
The main problem of higher education modernization is the balance between inputs and
relevant outputs, specifically, the right balance of enrolled and graduated students. The …

Science capital or STEM capital? Exploring relationships between science capital and technology, engineering, and maths aspirations and attitudes among young …

J Moote, L Archer, J DeWitt… - Journal of Research in …, 2020 - Wiley Online Library
We previously proposed that science capital (science‐related forms of cultural and social
capital) can be used as a theoretical lens for explaining the patterned nature of aspirations …

Predicting persistence in engineering through an engineering identity scale

AD Patrick, AN Prybutok - International journal of engineering education, 2018 - par.nsf.gov
Identity is emerging as an underlying explanation for persistence in engineering, but few
prior studies have directly measured the engineering identity of engineering students, nor …