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Massive Open Online Courses (MOOCs), capable of providing free (or low cost) courses for millions of learners anytime and anywhere, have gained the attention of researchers, educational institutions, and learners worldwide. Even though they provide several benefits, there are still some criticisms of MOOCs. For instance, MOOCs’ high dropout rates or predominantly elite participation are considered to be important problems. In order to develop solutions for these problems, a deeper understanding of MOOCs is required. Today, despite the availability of several research studies about MOOCs, there is a shortage of in-depth research on course characteristics, learner characteristics, and predictors of certification rates. This study examined MOOC and learner characteristics in detail and explored the predictors of course certification rates based on data from 122 Massachusetts Institute of Technology MOOCs (MITx) on edX platform as well as data about the 2.8 million participants registered in these MOOCs. The results indicated that as the number of courses offered and the number of learners enrolled increased in years, there was a decrease in the certification rates among enrolled learners. According to our results, the number of average chapters completed, total forum messages, and mean age predicted course certification rates positively. On the other hand, the total number of chapters in a course predicted the course certification rates negatively. Based on these results, shorter and more interactive MOOCs are recommended by considering the needs of the learners, course content design, and strategies encouraging the enrolled students to enter the courses.

This formative research study is an attempt to develop a design model for gamified learning experiences situated in real-life educational contexts. This chapter reports on the overall gamification model with the emphasis on the contexts and their interactions. With this focus, this chapter aims to posit an alternative perspective to existing gamification design praxis in education which mainly focuses on separate game elements, by arguing that designing a gamified learning experience needs a systematic approach with considerations of the interrelated dimensions and their interplays. The study was conducted throughout the 2014-15 academic year, and the data were collected from two separate groups of pre-service teachers through observations and document collections (n=118) and four sets of interviews (n=42). The results showed that gamification design has intertwined components that form a fuzzy design model: GELD. The findings also support the complex and the dynamic nature of gamified learning design, and the need for a more systematic approach to design and development of such experiences.