Research on contract cheating usually considers most forms of outsourcing combined, although studies have found that students more commonly obtain work from those known to them, rather than from commercial sites; yet little research exists which explores which variables and motivators may be associated with this type of outsourcing. Strategies…

Our paper adds to a growing literature of doctoral training by studying factors that drive time-to-completion based on a new and unique data set from an international European graduate school. While previous research focused on individual factors, we inspect the role of institutional factors and the organization of PhD programs for PhD completion.…

Background: Bullying is widely acknowledged as one of the most harmful events in a child's life, leading to negative life experiences and outcomes. However, 'school effects of bullying' are rarely studied from an international perspective, especially with international large-scale data. Purpose: In this study, we aim to look at bullying through an…

This paper combines a theoretical-based model with a data-driven approach to develop an Early Warning System that detects students who are more likely to dropout. The model uses innovative multilevel statistical and machine learning methods. The paper demonstrates the validity of the approach by applying it to administrative data from a leading…

This study aimed to comparatively review student-level and school-level factors affecting scientific literacy in Singapore, Italy and Turkey. Two-level hierarchical linear modelling (HLM) was applied to the 2015 Programme for International Student Assessment data set. The findings show that (a) the enjoyment of science, interest in broad science…

This analysis compares 15-year-old students who reported career expectations in finance in 13 education systems that participated in the financial literacy assessment of the 2015 Program for International Student Assessment (PISA). In particular, it explores (a) selected demographic characteristics of students who expected to have a career in…

A positive transition to secondary school is pivotal to adolescents' mental health and success. However, the school transition research has mainly focused on transition-related adversities rather than adolescent wellbeing and adaptation. While the disturbing consequences of a difficult school transition are known, little attention has been paid to…

The number of studies addressing issues of inequality in educational outcomes using cognitive achievement tests and variables from large-scale assessment data has increased. Here the value of using a quantile regression approach is compared with a classical regression analysis approach to study the relationships between educational outcomes and…

This study aims at both investigating bullying episodes occurring at school across different grades (from 6 to 8) and evaluating whether educational achievement in math can be predicted on the ground of students' perception of school violence. The sample was composed of 11,064 students coming from middle schools of Southern Italy. Standardized…

Metacognition is a good predictor of University students' achievement and should be more systematically considered since it might also help reduce student drop outs. In particular drop out is a dramatic problem for Italian Universities since it may concern more than 40% of students. The identification of factors that lead to academic failure and…

This paper examines teachers' preexisting notion of the "weak" academic student, and the characteristics implicit in that stereotype. Extant literature demonstrates how the teacher's dichotomous conceptions of "strong" and "weak" academic students are predictive of scholastic success. The goal of this study was to…

The paper approaches the issue of school choice in an indirect manner by investigating the effectiveness of public, private government-dependent and private independent schools in 19 Organisation for Economic Co-Operation and Development countries selected from the PISA 2000 survey for this purpose. In a multilevel approach we estimate these…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…