A framework for open textbooks analytics system
Prasad, Deepak · Totaram, Rajneel · Usagawa, Tsuyoshi

PublishedApril 2016
JournalTechTrends
Pages 1–6
PublisherSpringer US

ABSTRACT
In the last few years, open textbook development has picked up dramatically due both to the expense of commercially published textbooks and the increasing availability of high-quality OER alternatives. While this offers a tremendous benefit in terms of lowering student textbook costs, the question remains, to what extent (if any) do open textbooks influence the amount and method in which students engage with their open textbooks. The answers to these questions should provide useful new insights for all involved in open textbooks and aid in their continued development and propagation. Despite seeming difficulty in gathering data to answer these questions, the digital nature of open textbooks, makes it possible to enable a learning analytics system for open textbooks to track how exactly students are interacting with their open textbooks. To date learning analytics for open textbooks has received relatively little attention. To this end, this paper proposes a framework that can act as a useful guide for setting up learning analytics system for open textbooks also applicable to other digital textbooks. The paper concludes by outlining directions for future work.

Keywords data synchronization · EPUB · learning analytics · offline access · online access · textbook analytics · web-based EPUB reader

ISSN1559-7075
RefereedYes
Rights© Springer International Publishing AG, Part of Springer Science+Business Media
DOI10.1007/s11528-016-0070-3
Export optionsBibTex · EndNote · Tagged XML · Google Scholar


Viewed by 41 distinct readers




CLOUD COMMUNITY REVIEWS

The evaluations below represent the judgements of our readers and do not necessarily reflect the opinions of the Cloud editors.

Click a star to be the first to rate this document


POST A COMMENT
SIMILAR RECORDS

Development of open textbooks learning analytics system
Prasad, Deepak; Totaram, Rajneel; Usagawa, Tsuyoshi
Textbook costs have skyrocketed in recent years, putting them beyond the reach of many students, but there are options which can mitigate this problem. Open textbooks, an open educational resource, have proven capable ...
Match: Prasad, Deepak; Totaram, Rajneel; Usagawa, Tsuyoshi; EPUB; learning analytics

Towards development of OER derived custom-built open textbooks: A baseline survey of university teachers at the University of the South Pacific
Prasad, Deepak; Usagawa, Tsuyoshi
Textbook prices have soared over the years, with several studies revealing many university students are finding it difficult to afford textbooks. Fortunately, two innovations – open educational resources (OER) and ...
Match: Prasad, Deepak; Usagawa, Tsuyoshi

Driving student motivation in MOOCs through a conceptual activity-motivation framework
Khalil, Mohammad; Ebner, Martin
Massive Open Online Courses (MOOCs) require students’ commitment and engagement to earn the completion, certified or passing status. This study presents a conceptual Learning Analytics Activity-Motivation framework ...
Match: framework; learning analytics

Analytics for education
MacNeill, Sheila; Campbell, Lorna M.; Hawksey, Martin
This article presents an overview of the development and use of analytics in the context of education. Using Buckingham Shum's three levels of analytics, the authors present a critical analysis of current developments ...
Match: analytics; learning analytics

A framework to integrate public, dynamic metrics into an OER platform
Cohen, Jaclyn Zetta; Omollo, Kathleen Ludewig; Malicke, Dave
The usage metrics for open educational resources (OER) are often either hidden behind an authentication system or shared intermittently in static, aggregated format at the repository level. This paper discusses the ...
Match: analytics

MORF: The MOOC Replication Framework
Educational Technology Collective
The MOOC Replication Framework (MORF) is a framework that facilitates the replication of previously published findings across multiple data sets. It facilitates the construction and evaluation of end-to-end pipelines ...
Match: framework

Produção de recursos educacionais abertos com foco na disseminação do conhecimento: Uma proposta de framework
Zancanaro, Airton
O movimento openness trata o conhecimento como um bem público, e os Recursos Educacionais Abertos (REAs), por sua vez, têm a intenção de promover a qualidade do ensino e levar a inovação para dentro do sistema ...

The open education handbook 2014
Farrow, Rob; Open Knowledge
"Open Education" is a topic which has become increasingly popular in a variety of contexts. This handbook has been written to provide a useful point of reference for readers with a range of different roles and interests ...
Match: learning analytics

Early prediction and variable importance of certificate accomplishment in a MOOC
Ruipérez-Valiente, José A.; Cobos, Ruth; Muñoz-Merino, Pedro J.; Andujar, Álvaro; et al.
The emergence of MOOCs (Massive Open Online Courses) makes available big amounts of data about students' interaction with online educational platforms. This allows for the possibility of making predictions about future ...
Match: learning analytics

OER mapping: Visualising research data and other key data sets
van der Woert, Nicolai; Baas, Marjon; van Hees, Janina; Jacobi, Ria; et al.
Various parties around the world are currently gathering and visualising data on open education projects, OER and MOOCs. This data concerns sources, quantities, usage, demographic information, research results, learning ...
Match: learning analytics