Abstract

Learning object repositories are a shared, open and public space; however, the possibility and ability of personal expression in an open, global, public space is crucial. The aim of this study is to explore personal spaces in a big learning object repository as a facilitator for adoption of Open Educational Resources (OERs) into teaching practices and to gain more insight into different types of OER user behaviors by analyzing the users' behaviors in the Bookmark Collection of MERLOT (a personal space, formerly known as Personal Collection), along with other community activities in that repository: writing comments and peer reviews, as well as sharing learning materials, learning exercises, and contents that were built with the content builder. In addition, using a data mining methodology, most active Bookmark Collection contributors (N=507) were classified into clusters of users with the same patterns of activity. Three clusters resulted, which gave insights into different types of contributor behavior. Furthermore, it was found that personal spaces are applicable for a variety of uses with diverse goals. Members create personal spaces for their own use, while allowing others to view and copy; or for other users. Personal space encourages the reuse of learning materials and enables the construction of unique learning processes that suit the learner's needs. They may offer the possibility of personalizing public repositories and promoting the reuse of OERs.

Highlights

  • The current global trends of sharing and retrieving Open Educational Resources (OER) provides a strategic opportunity to improve the quality of education as well as facilitate policy dialogue, knowledge sharing, and capacity building (Downes, 2007; Bonk, 2009; Hilton, Wiley, Stein, & Johnson, 2010; Hilton & Wiley, 2011; Hart, Chetty, & Archer, 2015)

  • Personal spaces in learning object repositories allow users to construct, preserve and present knowledge in a way uniquely suited to their individual patterns of use by utilizing technological tools to mark materials such as tags, bookmark collections, etc. (Razavi & Iverson, 2006; Cechinel, Sánchez-Alonso, & García-Barriocanal, 2011; Qian, 2010)

  • Personal workspaces within open repositories allow the construction of a unique learning process in private spaces that suit the learner's needs. Creators of these learning processes can use materials developed by others and include them in their personal spaces within the repository

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Summary

Introduction

The current global trends of sharing and retrieving Open Educational Resources (OER) provides a strategic opportunity to improve the quality of education as well as facilitate policy dialogue, knowledge sharing, and capacity building (Downes, 2007; Bonk, 2009; Hilton, Wiley, Stein, & Johnson, 2010; Hilton & Wiley, 2011; Hart, Chetty, & Archer, 2015). Despite the many advantages inherent in OER (Downes, 2007), the level of OER adoption into common teaching practices remains quite low (De Liddo, 2010; Murphy, 2013) due to a variety of barriers and challenges (Cannell, Macintyre, & Hewitt, 2015; Bernstein, 2014; Pirkkalainen & Pawlowski, 2013). The aim of this study is to explore personal spaces in a big learning object repository as a facilitator for adoption of OER into teaching practices and to gain more insights into different types of OER user behaviors by analyzing users' behaviors in the Bookmark Collection of MERLOT (a personal space, formerly known as personal collection), along with other community activities in the repository, such as: writing comments, peer reviewing, submitting learning exercises, and content builder materials. Using a data mining methodology, the Bookmark Collection users were classified into clusters based on their activity

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