A visualization tool for data analysis on higher education dropout: a case study at UFES

01/29/2022
by   Pedro P. Ladeira, et al.
0

Through the analysis of cultural, socioeconomic and academic performance aspects it is possible to map the profile of the students and their motivations to drop out. This article aims to create a computational tool for data visualization that allows drawing the profile of students to support educational institutions managers in the definition of dropout avoidance policies. We present a method to treat data collected by higher education institutions over the years, analyze them to understand the dropout and provide that information to the university and the general public. Eight questions were proposed to clarify the dropout from the Federal University of Espírito Santo, Brazil. The questions were answered through the dashboard that helps to understand the causes of dropout. It is expected that this tool can be used by others educational institutions to draw student profiles contributing to possible resolution of the problem.

READ FULL TEXT

page 17

page 18

page 19

page 22

page 23

page 26

page 27

research
06/20/2016

Predicting Student Dropout in Higher Education

Each year, roughly 30 institutions do not return for their second year a...
research
05/15/2023

Evaluating Splitting Approaches in the Context of Student Dropout Prediction

The prediction of academic dropout, with the aim of preventing it, is on...
research
10/16/2022

A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education

Understanding which student support strategies mitigate dropout and impr...
research
05/15/2014

Student Dropout Risk Assessment in Undergraduate Course at Residential University

Student dropout prediction is an indispensable for numerous intelligent ...
research
04/07/2022

Recommended Guidelines for Effective MOOCs based on a Multiple-Case Study

Massive Open Online Courseware (MOOCs) appeared in 2008 and grew conside...
research
12/04/2018

RoboCup Junior in the Hunter Region: Driving the Future of Robotic STEM Education

RoboCup Junior is a project-oriented educational initiative that sponsor...
research
03/03/2017

Étude sur les portails et agrégateurs des ressources pédagogiques universitaires francophones en accès libre

This study responds to the first measure undertaken on July 17, 2015 by ...

Please sign up or login with your details

Forgot password? Click here to reset