Multiplatform MOOC Analytics: Comparing Global and Regional Patterns in edX and Edraak

José A. Ruipérez Valiente, Sherif A. Halawa, J. Reich
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引用次数: 8

Abstract

While global massive open online course (MOOC) providers such as edX, Coursera, and FutureLearn have garnered the bulk of attention from researchers and the popular press, MOOCs are also provisioned by a series of regional providers, who are often using the Open edX platform. We leverage the data infrastructure shared by the main edX instance and one regional Open edX provider, Edraak in Jordan, to compare the experience of learners from Arab countries on both platforms. Comparing learners from Arab countries on edX to those on Edraak, the Edraak population has a more even gender balance, more learners with lower education levels, greater participation from more developing countries, higher levels of persistence and completion, and a larger total population of learners. This "apples to apples" comparison of MOOC learners is facilitated by an approach to multiplatform MOOC analytics, which employs parallel research processes to create joint aggregate datasets without sharing identifiable data across institutions. Our findings suggest that greater research attention should be paid towards regional MOOC providers, and regional providers may have an important role to play in expanding access to higher education.
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多平台MOOC分析:比较edX和Edraak的全球和地区模式
虽然全球大规模开放在线课程(MOOC)提供商,如edX、Coursera和FutureLearn,已经获得了研究人员和大众媒体的大量关注,但MOOC也由一系列地区提供商提供,他们通常使用开放edX平台。我们利用主要edX实例和一个区域开放edX提供商(约旦的Edraak)共享的数据基础设施,比较来自阿拉伯国家学习者在两个平台上的体验。将阿拉伯国家在edX上的学习者与在Edraak上的学习者进行比较,Edraak人口的性别平衡更为均衡,更多的受教育程度较低的学习者,更多的发展中国家的参与,更高的坚持和完成程度,以及更多的学习者总数。多平台MOOC分析方法促进了这种对MOOC学习者的“苹果对苹果”的比较,该方法采用并行研究过程来创建联合汇总数据集,而无需跨机构共享可识别的数据。我们的研究结果表明,应该对区域MOOC提供者给予更多的关注,区域提供者可能在扩大高等教育机会方面发挥重要作用。
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