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Prediction of Students' Early Dropout Based on Their Interaction Logs in Online Learning Environment
Mubarak, Ahmed A.; Cao, Han; Zhang, Weizhen – Interactive Learning Environments, 2022
Online learning has become more popular in higher education since it adds convenience and flexibility to students' schedule. But, it has faced difficulties in the retention of the continuity of students and ensure continual growth in course. Dropout is a concerning factor in online course continuity. Therefore, it has sparked great interest among…
Descriptors: Prediction, Dropouts, Interaction, Learning Analytics
Jing Chen; Zhuo Wang; Li Zhang; Yujia Zhao; Yongjun Ma – Journal of Education for Teaching: International Research and Pedagogy, 2025
To attract and retain rural teachers, the Chinese government has piloted the Free Teacher Education Programme (FTEP) since 2007. Examining the FTEP participants' intentions and reasons for default helps stakeholders make effective and timely adjustments to existing policies and regulations so that more capable preservice teachers may be retained…
Descriptors: Foreign Countries, Preservice Teachers, Teacher Education Programs, Rural Education
Carol A. Mullen; Robert J. Nitowski – International Journal of Educational Reform, 2024
Dropout is a global crisis and an affliction in the United States. This study analyzes graduation rates based on prior academic achievement, attendance, and behavior at an urban American high school in Virginia over 4 years to identify who is (not) graduating and why. Using a correlational, nonexperimental design, four cohorts of graduates were…
Descriptors: Dropouts, High School Students, Graduation Rate, Academic Achievement
Nancy Montes; Fernanda Luna – UNESCO International Institute for Educational Planning, 2024
This article characterizes and reflects on the possible uses of early warning systems (hereafter, EWS) in the region as effective tools to support educational pathways, whenever they identify risks of dropout, difficulties for the achievement of substantive learning, and the possibility of organizing specific actions. This article was developed in…
Descriptors: Data Collection, Data Use, At Risk Students, Foreign Countries
Aomar Ibourk; Soukaina Raoui – Review of Education, 2024
As a specific driver for the transformation of education systems in Morocco, inclusive education is a process that aims to reduce the exclusion of children with disabilities. Indeed, few studies have analysed the exclusion factors that cause children with disabilities not to pursue their education. Based on this, the present paper explores the…
Descriptors: Foreign Countries, Students with Disabilities, Inclusion, Equal Education
Ham, Andres; Vazquez, Emmanuel; Yanez-Pagans, Monica – World Bank, 2023
This paper studies the effects of differential exposure to COVID-19 on educational outcomes in Guatemala. The government adopted a warning index (ranging from 0 to 10) to classify municipalities by infection rates in 2020, which was then used by the Ministry of Education in 2021 to establish a "stoplight" system for in-person…
Descriptors: Foreign Countries, COVID-19, Pandemics, Dropouts
Sara Christine Piotrowski – ProQuest LLC, 2021
Teacher education attrition is a largely understudied topic, especially from the perspective of the college student. What factors prevented education majors from graduating with a teaching degree? There are countless studies about teacher attrition within the first five years in the classroom (DeAngelis et al., 2013; Kopkowski, 2008; Office of…
Descriptors: Education Majors, Teacher Shortage, Disproportionate Representation, Teaching (Occupation)
Voaide?-Cojan, Elena-Alina; Lazar, Theofild-Andrei – Journal of Educational Sciences, 2020
Higher education dropout, or abandonment, represents a contemporary worldwide socioeconomic problem that may be one of the main barriers in the future efforts of the younger generations to bring the world economy forward. Why do students leave higher education prematurely? What can be done to help solve this problem? Does our Higher Education…
Descriptors: Dropouts, Foreign Countries, Dropout Rate, Undergraduate Students
Hanqiang Liu; Xiao Chen; Feng Zhao – Education and Information Technologies, 2024
Massive open online courses (MOOCs) have become one of the most popular ways of learning in recent years due to their flexibility and convenience. However, high dropout rate has become a prominent problem that hinders the further development of MOOCs. Therefore, the prediction of student dropouts is the key to further enhance the MOOCs platform.…
Descriptors: MOOCs, Video Technology, Behavior Patterns, Prediction
L. Brook Buckelew – ProQuest LLC, 2024
The purpose of this quantitative cluster analysis was to create a profile of students attending, graduating, and withdrawing from an alternative high school located in Georgia. Using a hierarchical cluster analysis method, clusters were formed based on the clustering variables of age overage, poverty, Multilingual Learner status, student…
Descriptors: High Schools, Nontraditional Education, High School Students, High School Graduates
Celia Galve-González; Ana Belén Bernardo; Adrián Castro-López – European Journal of Psychology of Education, 2024
University dropout is a phenomenon of growing interest due to its negative consequences. Various variables have been studied in order to understand why this problem occurs. Satisfaction with the degree choice, self-regulation strategies and engagement within the university are some of the variables that have been studied in order to understand why…
Descriptors: College Students, Potential Dropouts, Decision Making, Student Attitudes
Stella Fleetwood; Lottie Hayes; Jessica Ozan; Sylvia Knight – UK Department for Education, 2024
This research report presents the findings of the 2024 Climate Literacy Survey, commissioned by the Department for Education (DfE) to assess the level of climate literacy amongst school leavers leaving secondary education in England. The survey, conducted with a sample of 522 Year 11 school leavers, aimed to: (1) Monitor changes in school leavers'…
Descriptors: Foreign Countries, Secondary School Students, Grade 11, Dropouts
Ewondo Mbebi, Olivier – International Review of Education, 2023
The study presented here examines the determinants of primary school dropout while highlighting the role of household characteristics in Cameroon. Data were drawn from the fourth Cameroonian household survey conducted in 2014 (ECAM 4). The author uses an extended production function to estimate a "logit" model that puts forward the…
Descriptors: Dropouts, Foreign Countries, Predictor Variables, Elementary School Students
Motives for Dropping out from Higher Education--An Analysis of Bachelor's Degree Students in Germany
Behr, Andreas; Giese, Marco; Teguim Kamdjou, Herve D.; Theune, Katja – European Journal of Education, 2021
The increasing number of students enrolled in higher education institutions and the growing demand in the labour market for university graduates make the analysis of study success and study dropout more and more important. Dropping out from higher education is a complex process and students have very different motives for leaving university…
Descriptors: Foreign Countries, Undergraduate Students, Bachelors Degrees, Dropouts
Carreira, Pedro; Lopes, Ana Sofia – Studies in Higher Education, 2021
Dropout rates in higher education (HE) are particularly high for non-traditional students which may be due to unadjusted educational policies. Considering as non-traditional the students who are employed at the enrolment moment and using a longitudinal database containing information on 5351 students from a Portuguese HE institution, an event…
Descriptors: Higher Education, Dropout Rate, Nontraditional Students, College Students