"Motivation": Enrollments in Brazilian computing degrees are at an all-time high, but graduation numbers have not increased at the same rate. Moreover, enrollment growth has mainly attracted male students, steadily expanding the gender gap in Brazilian computing programs. Such high attrition rates have a great economic impact and may…

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…

Background/Context: Conditional cash transfers (CCTs) have become one of the most prevalent and rapidly growing social assistance strategies in developing countries. Typically, education-focused CCT programs provide monthly or bimonthly cash payments to students who meet specific attendance requirements. There is a wealth of literature documenting…

Computer science is a dynamic field of study that requires constant review and updating of the curricular designs in academic programs--in general, measuring the impact of plan changes has been little explored in the literature. In most cases, it focuses only on structuring its curricula, leaving aside several factors associated with important…

Contribution: This work evaluates the role of the complementary training programs (CTPs) offered by the Center for Research and Development in Electronic and Information Technology (CETELI), from the Federal University of Amazonas, Brazil. This analysis highlights the relevant role of the CTP, carried out by CETELI, in supporting students in the…

Early school leaving has profound implications at a socio-economic level and planning effective prevention programs within school is crucial for contrasting it. Based on the hypothesis that the dropout is the last step of a process that ends in the student's decision to leave school, we studied the interplay between multiple risk factors of school…

Aim/Purpose: One of the main objectives of higher education institutions is to provide a high-quality education to their students and reduce dropout rates. This can be achieved by predicting students' academic achievement early using Educational Data Mining (EDM). This study aims to predict students' final grades and identify honorary students at…

In this work, we investigate whether grants improve the academic outcomes of students from socio-economically disadvantaged families and thereby reduce inequalities of educational opportunities. We focus on Italy, which is characterized by high dropout rates, prolonged duration of higher education studies and considerable social inequalities in…

School dropout is a structural problem which permanently penalizes students and society in areas such as low qualification jobs, higher poverty levels and lower life expectancy, lower pensions, and higher economic burden for governments. Given these high consequences and the surge of the problem due to COVID-19 pandemic, in this paper we propose a…

This synthesis report is based on a survey carried out during 2022 with Cedefop's reporting network ReferNet. It makes an important contribution to understanding the magnitude of early leaving from VET (ELVET) in those European countries where relevant data are available, and the mechanisms and support measures countries employ to measure and…

Context: In 2016, the early leaving from education and training (ELET) rate in the Balearic Islands, Spain, was 26.8%. According to the most recent data, the participation rate in intermediate vocational education and training (VET) was 31.5%, and the graduation rate was 53.2%. In this paper, we present the main elements of the social agreement…

Dropping out of school comes from a long-term disengagement process with social and economic consequences. Being able to predict students' behavior earlier can minimize their failures and disengagement. This article presents the SASys architecture based on a lexical approach and a polarized frame network. Its main goal is to define the author's…

Abundant research has shown the influence of social background on university dropout. However, there is little research that considers the different progression options for analysing the structure of the decisions that students make. This article explores the possible alternative decisions of: (1) continuing the initial degree course chosen; (2)…

Dropout and low academic performance at university level constitute a big current challenge. In this work, materials comprising different interactive tools were developed following instructional design, rooted in the cognitive load theory. They were applied in a first-year lecture chemistry course to tackle low academic performance and high…

In many low- and lower-middle-income countries, key barriers to girls' secondary school access and learning include poverty, school inaccessibility, poor school quality, and lack of gender-sensitive practices in the classroom. The nongovernmental organization, Campaign for Female Education (CAMFED), provides a range of financial, pedagogical, and…