Development of open textbooks learning analytics system
| Published | September 2016 |
| Journal | The International Review of Research in Open and Distributed Learning Volume 17, Issue 5, Pages 215-234 |
ABSTRACT
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 of making textbooks affordable to students. There have been few educational development as promising as the development of open textbooks to lower costs for students. While the last five years have witnessed unparalleled interest and significant advances in the development and dissemination of open textbooks, one important aspect has, until now, remained unexplored: the praxis of learning analytics for extracting information regarding how learners interact and learn with open textbooks, which is crucial for their evaluation and iterative improvement process. Learning analytics offers a faster and more objective means of data collection and processing than traditional counterparts, such as surveys and questionnaires, and—most importantly—with their capability to provide direct evidence of learning, they present the opportunity to enhance both learner performance and environment. With such benefits on offer, it is hardly surprising that the optimism surrounding learning analytics is mounting. However, in practice, it has been pointed out that the technology to deliver its potential is still very much in its infancy, which is true in the case of open textbooks. Against this background, the main aim of our study was to develop a prototype open textbook learning analytics system to track individual learners’ online and offline interactions with their open textbooks in electronic publication (EPUB) format, and to present its developmental work as building blocks for future development in this area. We conclude with a discussion of the practical implications of our work and present directions for future work.| Keywords | EPUB · learning analytics · Open Educational Resources · open textbook analytics system · open textbooks |
| Published at | Athabasca, AB |
| ISSN | 1492-3831 |
| Other number | 5 |
| Refereed | Yes |
| Rights | by/4.0 |
| DOI | 10.19173/irrodl.v17i5.2541 |
| URL | http://www.irrodl.org/index.php/irrodl/article/view/2541 |
| Export options | BibTex · EndNote · Tagged XML · Google Scholar |
AVAILABLE FILES
Viewed by 381 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
A framework for open textbooks analytics system
Prasad, Deepak; Totaram, Rajneel; Usagawa, Tsuyoshi
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 ...
Match: Prasad, Deepak; Totaram, Rajneel; Usagawa, Tsuyoshi; analytics; 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; development; Open Educational Resources; open textbooks
MOOCs for teacher professional development: Reflections and suggested actions
Misra, Pradeep
Teacher Professional Development (TPD) has become a major policy priority within education systems worldwide. But keeping teachers professionally up-to-date and providing them professional development opportunities on ...
Match: development
Open education for a better world: A mentoring programme fostering design and reuse of Open Educational Resources for sustainable development goals
Urbančič, Tanja; Polajnar, Anja; Jermol, Mitja
An international online mentoring programme Open Education for a Better World (OE4BW) has been developed to unlock the potential of open education in achieving the UN Sustainable Development Goals. The programme ...
Match: development
Women’s empowerment through openness: OER, OEP and the Sustainable Development Goals
Perryman, L -A.; de los Arcos, Beatriz
This paper explores the potential of open educational resources (OER) and open educational practices (OEP) in helping achieve women’s empowerment in the developing world. Our evidence comprises the Open Education ...
Match: development; Open Educational Resources
The RISE framework: Using learning analytics to automatically identify open educational resources for continuous improvement
Bodily, Robert; Nyland, Rob; Wiley, David
The RISE (Resource Inspection, Selection, and Enhancement) Framework is a framework supporting the continuous improvement of open educational resources (OER). The framework is an automated process that identifies ...
Match: analytics; learning analytics; Open Educational Resources
Designing continuing professional development MOOCs to promote the adoption of OER and OEP
Karunanayaka, Shironica; Naidu, Som; Rajendra, J.C.N.; Ariadurai, S.A.
There is growing interest in the adoption of open educational resources (OER) and open educational practices (OEP) in a variety of contexts. Continuing professional development (CPD) among practitioners in the effective ...
Match: development; Open Educational Resources
Approaches to OER Development
McGreal, Rory
OER development is becoming more sophisticated as instructors and course specialists become more familiar with the environment. Most OER development approaches for online courses have been developed from those that were ...
Match: development; Open Educational Resources
Open Educational Resource Policy Development at a Campus of the University of the West Indies
McGreal, Rory; Hill, Leroy
Open educational resources (OER) are critical tools recognized by UNESCO and the Commonwealth of Learning (COL) for achieving the United Nations’ Sustainable Development Goals (SDGs), specifically SDG 4: Quality ...
Match: development
Guidelines on the development of open educational resources policies
Miao, Fengchun; Mishra, Sanjaya; Orr, Dominic; Janssen, Ben; et al.
The publication provides guidelines and a systematic approach to develop and implement open educational resources policies in different contexts to achieve the targets of Sustainable Development Goals 4. Using a ...
Match: development









