Learner Engagement and Demographic Influences in Brazilian Massive Open Online Courses: Aprenda Mais Platform Case Study

Analytics Pub Date : 2024-04-03 DOI:10.3390/analytics3020010
Júlia Marques Carvalho da Silva, Gabriela Hahn Pedroso, Augusto Basso Veber, Úrsula Gomes Rosa Maruyama
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Abstract

This paper explores the dynamics of student engagement and demographic influences in Massive Open Online Courses (MOOCs). The study analyzes multiple facets of Brazilian MOOC participation, including re-enrollment patterns, course completion rates, and the impact of demographic characteristics on learning outcomes. Using survey data and statistical analyses from the public Aprenda Mais Platform, this study reveals that MOOC learners exhibit a strong tendency toward continuous learning, with a majority re-enrolling in subsequent courses within a short timeframe. The average completion rate across courses is around 42.14%, with learners maintaining consistent academic performance. Demographic factors, notably, race/color and disability, are found to influence enrollment and completion rates, underscoring the importance of inclusive educational practices. Geographical location impacts students’ decision to enroll in and complete courses, highlighting the necessity for region-specific educational strategies. The research concludes that a diverse array of factors, including content interest, personal motivation, and demographic attributes, shape student engagement in MOOCs. These insights are vital for educators and course designers in creating effective, inclusive, and engaging online learning experiences.
巴西大规模开放在线课程中的学习者参与度和人口统计学影响因素:Aprenda Mais 平台案例研究
本文探讨了大规模开放式在线课程(MOOC)中学生参与的动态和人口统计学影响因素。研究分析了巴西 MOOC 参与的多个方面,包括重新注册模式、课程完成率以及人口特征对学习成果的影响。本研究利用来自公共 Aprenda Mais 平台的调查数据和统计分析,揭示出 MOOC 学习者表现出强烈的持续学习倾向,大多数人在短时间内重新注册了后续课程。各门课程的平均完成率约为 42.14%,学习者的学习成绩保持稳定。人口统计因素,特别是种族/肤色和残疾,对入学率和结业率都有影响,凸显了全纳教育实践的重要性。地理位置影响着学生注册和完成课程的决定,凸显了针对特定地区制定教育战略的必要性。研究得出的结论是,包括内容兴趣、个人动机和人口属性在内的一系列因素影响着学生对 MOOC 的参与。这些见解对于教育工作者和课程设计者创造有效、包容和吸引人的在线学习体验至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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