An adaptive hybrid MOOC model: Disrupting the MOOC concept in higher education

Abstract In the 18th century, the educational model underwent a disruptive change driven by the transition from an agricultural to an industrial society. In the 21st century, the change from the industrial society to a knowledge society has been consolidated, but it has not involved a disruption in the learning context. Some elements, many based on technologies, can be considered disruptive, but they have not had sufficient effect to produce a change in the model that has predominated for 300 years. In 2008, teachers began to offer training outside the walls of the university, with a totally disruptive and chaotic model compared to the traditional one; this was supported by open, informal, cooperative, connectivist, autonomous and self-guided training. Massive open online courses (MOOCs) began with cMOOCs, and most universities join the initiative, but they abandoned this disruption, ultimately offering the same courses they always had with free access for anyone, resulting in the second generation of MOOCs (xMOOCs). These MOOCs responded to a new social demand, but their characteristics and context make a formative disruption – which has not yet emerged – necessary. This paper analyses the elements of the two generations of MOOCs in order to propose a new model that does not require sophisticated technological solutions and recovers the initial disruptive sense of MOOCs, so called ahMOOC. It also presents a case study that integrates the social advantages of cMOOCs, the organisational benefits of xMOOCs and the personalisation of the learning, which is essential due to the heterogeneity of the participants. The results and the participant viewpoints emerging from the case study confirm the feasibility of the model, the improvement of the results of current MOOCs and the need – demanded by the participants – to consider diversity, all of which should be accomplished in a disruptive way.

[1]  José-Andrés Martínez-Silva,et al.  Literatura y práctica: una revisión crítica acerca de los MOOC Literature and Practice: A Critical Review of MOOCs , 2015 .

[2]  Juan Carlos Aguado Franco Visión de los MOOC desde una perspectiva práctica , 2017 .

[3]  Francisco José García-Peñalvo,et al.  Future Trends in the Design Strategies and Technological Affordances of E-Learning , 2016 .

[4]  Herbert W. Marsh,et al.  SEEQ: A Reliable, Valid, and Useful Instrument for Collecting Students' Evaluations of University Teaching. , 1982 .

[5]  George Siemens Connectivism: A Learning Theory for the Digital Age , 2004 .

[6]  Dolores Lerís,et al.  Relation between adaptive learning actions and profiles of MOOCs users , 2016, TEEM.

[7]  Meltem Huri Baturay An Overview of the World of MOOCs , 2015 .

[8]  Lorenzo García Aretio Los MOOC están muy vivos. Respuestas a algunas preguntas , 2017 .

[9]  Francisco José García-Peñalvo,et al.  SEEQ survey adapted to ahMOOC , 2017 .

[10]  Allison Littlejohn,et al.  Learning in MOOCs: Motivations and self-regulated learning in MOOCs , 2016, Internet High. Educ..

[11]  Miguel Hernández,et al.  Validation of indicators for implementing an adaptive platform for MOOCs , 2017, Comput. Hum. Behav..

[12]  Nishikant Sonwalkar,et al.  The First Adaptive MOOC: A Case Study on Pedagogy Framework and Scalable Cloud Architecture—Part I , 2013 .

[13]  Shirley Williams,et al.  MOOCs: A systematic study of the published literature 2008-2012 , 2013 .

[14]  Miquel Oliver Riera,et al.  MOOCs en España. Análisis de la demanda. Panorama actual de los Cursos Masivos Abiertos en Línea en la plataforma Miríada X , 2015 .

[15]  Sandra Sanchez-Gordon,et al.  Research challenges in accessible MOOCs: a systematic literature review 2008–2016 , 2017, Universal Access in the Information Society.

[16]  Peter Brusilovsky Methods and Techniques of Adaptive Hypermedia , 1996 .

[17]  Wilfried Admiraal,et al.  A Taxonomy of Massive Open Online Courses. , 2016 .

[18]  Allison Littlejohn,et al.  Instructional quality of Massive Open Online Courses (MOOCs) , 2015, Comput. Educ..

[19]  Francisco José García-Peñalvo,et al.  Una revisión actualizada del concepto de eLearning. Décimo Aniversario An updated review of the concept of eLearning. Tenth anniversary , 2015 .

[20]  Francisco José García-Peñalvo,et al.  Los MOOC: un análisis desde una perspectiva de la innovación institucional universitaria , 2017 .

[21]  Francisco José García Peñalvo,et al.  Evaluación del impacto del término “MOOC” vs “elearning” en la literatura científica y de divulgación , 2014 .

[22]  Sarah Porter,et al.  To MOOC or not to MOOC: How can online learning help to build the future of higher education? , 2015 .

[23]  Jean Jacoby,et al.  The Disruptive Potential of the Massive Open Online Course: A Literature Review. , 2014 .

[24]  Francisco José García-Peñalvo,et al.  From massive access to cooperation: lessons learned and proven results of a hybrid xMOOC/cMOOC pedagogical approach to MOOCs , 2016, International Journal of Educational Technology in Higher Education.

[25]  María Luisa Sein-Echaluce,et al.  Engineering Final Project Supervised in an Adaptive Way With Moodle Support , 2017, IEEE Revista Iberoamericana de Tecnologias del Aprendizaje.

[26]  António Teixeira,et al.  A New Competence-based Approach for Personalizing MOOCs in a Mobile Collaborative and Networked Environment , 2016 .

[27]  S. A. Becker,et al.  NMC Horizon Report: 2016 Higher Education Edition , 2015 .

[28]  R. Ardila,et al.  Los orígenes del conductismo, Watson y el manifiesto conductista de 1913 , 2013 .

[29]  Maria Sein-echaluce,et al.  Adaptive instructional design of engineering online courses , 2011, 2011 Promotion and Innovation with New Technologies in Engineering Education (FINTDI 2011).

[30]  Lorenzo Garc'ia Aretio,et al.  Educación a distancia y virtual: calidad, disrupción, aprendizajes adaptativo y móvil , 2017 .

[31]  D. Neubauer,et al.  The end of the university as we know it , 2011 .

[32]  Dolores Lerís,et al.  La personalización del aprendizaje: un objetivo del paradigma educativo centrado en el aprendizaje , 2011 .

[33]  Francisco J. García-Peñalvo,et al.  Methodological Approach and Technological Framework to Break the Current Limitations of MOOC Model , 2015, J. Univers. Comput. Sci..

[34]  Francisco J. García-Peñalvo,et al.  Learning Design in Adaptive Educational Hypermedia Systems , 2008, J. Univers. Comput. Sci..