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 353 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
A sustainable model for OpenCourseWare development
Johansen, Justin; Wiley, David A.
The purposes of this study were to (a) determine the cost of converting BYU Independent Study's e-learning courses into OpenCourseWare, (b) assess the impact of opening those courses on paid enrollment in the ...
Match: development; Open Educational Resources
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
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
e-Tutor: A multilingual Open Educational Resource for faculty development to teach online
Rapp, Christian; Gülbahar, Yasemin; Adnan, Müge
The situation in Ukraine poses severe problems to the higher education system and to students in Eastern Ukraine. Many students and academicians had been compelled to leave their university buildings and move westwards. ...
Match: development
‘Inspiration, ideas, encouragement’: Teacher development and improved use of technology in language teaching through open educational practice
Borthwick, Kate; Gallagher-Brett, Angela
This paper describes a study undertaken with language tutors who were engaged in a project to publish and create open educational resources. We sought to investigate how far working with open content could offer ...
Match: development; Open Educational Resources
Equipping Language Educators at Scale: Open Educational Resources and Institutional Collaboration for Professional Development and Practice
Power, Tom; Deane, Michele; Hedges, Claire
In much of South Asia (e.g. India, Bangladesh, Sri-Lanka) there had been a post-colonial emphasis on the use of mother tongue. For instance, in Bangladesh, a nation almost solely founded on the basis of the language ...
Match: development
Framework for the development of OER-based learning materials in ODL environment
Teng, Khor Ean; Hung, Chung Sheng; Gil-Jaurena, Inés
This paper describes the framework for the development of OER-based learning materials TCC121/05 Programming Fundamentals with Java for ODL learners in Wawasan Open University (WOU) using three main development phases ...
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









