Handbook of Contemporary Education Economics
Show Less

Handbook of Contemporary Education Economics

Edited by Geraint Johnes, Jill Johnes, Tommaso Agasisti and Laura López-Torres

This Handbook provides a comprehensive overview of the modern economics of education literature, bringing together a series of original contributions by globally renowned experts in their fields. Covering a wide variety of topics, each chapter assesses the most recent research with an emphasis on skills, evaluation and data analytics.
Buy Book in Print
Show Summary Details
You do not have access to this content

Chapter 9: Data analytics and decision making in education: towards the educational data scientist as a key actor in schools and higher education institutions

Tommaso Agasisti and Alex J. Bowers

Abstract

In this chapter, we outline the importance of data usage for improving policymaking (at the system level), management of educational institutions and pedagogical approaches in the classroom. We illustrate how traditional data analyses are becoming gradually substituted by more sophisticated forms of analytics, and we provide a classification for these recent movements (in particular learning analytics, academic analytics and educational data mining). After having illustrated some examples of recent applications, we warn against potential risks of inadequate analytics in education, and list a number of barriers that impede the widespread application of better data use. As implications, we call for a development of a more robust professional role of data scientists applied to education, with the aim of sustaining and reinforcing a positive data-driven approach to decision making in the educational field.

You are not authenticated to view the full text of this chapter or article.

Elgaronline requires a subscription or purchase to access the full text of books or journals. Please login through your library system or with your personal username and password on the homepage.

Non-subscribers can freely search the site, view abstracts/ extracts and download selected front matter and introductory chapters for personal use.

Your library may not have purchased all subject areas. If you are authenticated and think you should have access to this title, please contact your librarian.


Further information

or login to access all content.