Results 11 to 20 of about 167,051 (298)

Analysis of First-Year University Student Dropout through Machine Learning Models: A Comparison between Universities

Mathematics, 2021
Student dropout, defined as the abandonment of a high education program before obtaining the degree without reincorporation, is a problem that affects every higher education institution in the world.
Diego Opazo, Sebastián Moreno, Eduardo Álvarez-Miranda, Jordi Pereira   +3 more
doaj   +3 more sources

Predicting Student Dropout Rates Using Supervised Machine Learning: Insights from the 2022 National Education Accessibility Survey in Somaliland

Applied Sciences
High student dropout rates are a critical issue in Somaliland, significantly impeding educational progress and socioeconomic development. This study leveraged data from the 2022 National Education Accessibility Survey (NEAS) to predict student dropout ...
Mukhtar Abdi Hassan, Abdisalam Hassan Muse, Saralees Nadarajah   +2 more
doaj   +3 more sources

Advancing school dropout early warning systems: the IAFREE relational model for identifying at-risk students

Frontiers in Psychology, 2023
IntroductionThere is a global effort to address the school dropout phenomenon. The urgency to act on it comes from the harmful evidence that school dropout has on societal and individual levels.
Angelina Nunes de Vasconcelos, Angelina Nunes de Vasconcelos, Leogildo Alves Freires, Leogildo Alves Freires, Gleidson Diego Lopes Loureto, Gabriel Fortes, Júlio Cezar Albuquerque da Costa, Luan Filipy Freire Torres, Ig Ibert Bittencourt, Ig Ibert Bittencourt, Thiago Damasceno Cordeiro, Thiago Damasceno Cordeiro, Seiji Isotani, Seiji Isotani   +13 more
doaj   +1 more source

Dropout at Danish vocational schools: does the school’s health promotion capacity play a role? A survey- and register-based prospective study

BMC Public Health, 2020
Background School dropout rates and risky health behavior is common among students in vocational education and training (VET) schools. Students with poor physical and mental health are more likely to drop out, and as such VET schools may be an important ...
Maja Thøgersen, Mette Aadahl, Peter Elsborg, Charlotte Demant Klinker   +3 more
doaj   +1 more source

SDA-Vis: A Visualization System for Student Dropout Analysis Based on Counterfactual Exploration

Applied Sciences, 2022
High and persistent dropout rates represent one of the biggest challenges for improving the efficiency of the educational system, particularly in underdeveloped countries.
Germain Garcia-Zanabria, Daniel A. Gutierrez-Pachas, Guillermo Camara-Chavez, Jorge Poco, Erick Gomez-Nieto   +4 more
doaj   +1 more source

Dropped-out Students and the Decision to Drop-out in Hungary

Central European Journal of Educational Research, 2019
The interpretation of the phenomenon of student dropout, which represents a waste of a relatively large proportion of human and material capital in the social, individual and institutional domain, is impossible without examining dropout students. In this
Gabriella Pusztai, Hajnalka Fényes, Fruzsina Szigeti, Katalin Pallay   +3 more
doaj   +1 more source

Predicting Student Dropout with RFC and KNNC Machine Learning Method: Does Gaming Time Matter? [PDF]

Journal of Artificial Intelligence and System Modelling
High student dropout rates represent a multifaceted challenge for educational institutions and society at large. This study delves into the efficacy of machine learning (ML) models for predicting student dropout, with a particular focus on analyzing the ...
Xinyong Lu, Wei Ding, Wanting Luo, Guizhou Wan   +3 more
doaj   +1 more source

Is Dropping out of High School More Likely after Stressful Life Events? [PDF]

, 2018
High school dropout is typically viewed as the result of long-held vulnerabilities such as learning problems. This research brief, by PRC visiting scholars Véronique Dupéré and Eric Dion and PRC faculty research associate Robert Crosnoe and colleagues ...
Archambault, Isabelle, Crosnoe, Robert, Dion, Eric, Dupéré, Veronique, Janosz, Michel, Leventhal, Tama   +5 more
core   +1 more source

Predicting Student Dropout in Self-Paced MOOC Course Using Random Forest Model

Information, 2021
A significant problem in Massive Open Online Courses (MOOCs) is the high rate of student dropout in these courses. An effective student dropout prediction model of MOOC courses can identify the factors responsible and provide insight on how to initiate ...
Sheran Dass, Kevin Gary, James Cunningham   +2 more
doaj   +1 more source

Predictors of academic efficacy and dropout intention in university students: Can engagement suppress burnout?

PLoS ONE, 2020
In this study we modelled possible causes and consequences of student burnout and engagement on academic efficacy and dropout intention in university students. Further we asked, can student engagement protect against the effects of burnout?
João Marôco, Hugo Assunção, Heidi Harju-Luukkainen, Su-Wei Lin, Pou-Seong Sit, Kwok-Cheung Cheung, Benvindo Maloa, Ivana Stepanović Ilic, Thomas J Smith, Juliana A D B Campos   +9 more
doaj   +1 more source