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Large scale analytics of global and regional MOOC providers: Differences in learners' demographics, preferences, and perceptions

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Large scale analytics of global and regional MOOC providers: Differences in learners' demographics, preferences, and perceptions

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dc.contributor.author Ruipérez-Valiente, José A. es_ES
dc.contributor.author Staubitz, Thomas es_ES
dc.contributor.author Jenner, Matt es_ES
dc.contributor.author Halawa, Sherif es_ES
dc.contributor.author Zhang, Jiayin es_ES
dc.contributor.author Despujol, Ignacio es_ES
dc.contributor.author Maldonado-Mahauad, Jorge es_ES
dc.contributor.author Montoro, German es_ES
dc.contributor.author Peffer, Melanie es_ES
dc.contributor.author Rohloff, Tobias es_ES
dc.contributor.author Lane, Jenny es_ES
dc.contributor.author Turró, Carlos es_ES
dc.contributor.author Xitong, Li es_ES
dc.contributor.author Pérez-Sanagustín, Mar es_ES
dc.contributor.author Reich, Justin es_ES
dc.date.accessioned 2024-02-28T19:04:11Z
dc.date.available 2024-02-28T19:04:11Z
dc.date.issued 2022-01 es_ES
dc.identifier.issn 0360-1315 es_ES
dc.identifier.uri http://hdl.handle.net/10251/202827
dc.description.abstract [EN] Massive Open Online Courses (MOOCs) remarkably attracted global media attention, but the spotlight has been concentrated on a handful of English-language providers. While Coursera, edX, Udacity, and FutureLearn received most of the attention and scrutiny, an entirely new ecosystem of local MOOC providers was growing in parallel. This ecosystem is harder to study than the major players: they are spread around the world, have less staff devoted to maintaining research data, and operate in multiple languages with university and corporate regional partners. To better understand how online learning opportunities are expanding through this regional MOOC ecosystem, we created a research partnership among 15 different MOOC providers from nine countries. We gathered data from over eight million learners in six thousand MOOCs, and we conducted a large-scale survey with more than 10 thousand participants. From our analysis, we argue that these regional providers may be better positioned to meet the goals of expanding access to higher education in their regions than the better-known global providers. To make this claim we highlight three trends: first, regional providers attract a larger local population with more inclusive demographic profiles; second, students predominantly choose their courses based on topical interest, and regional providers do a better job at catering to those needs; and third, many students feel more at ease learning from institutions they already know and have references from. Our work raises the importance of local education in the global MOOC ecosystem, while calling for additional research and conversations across the diversity of MOOC providers. es_ES
dc.description.sponsorship We would like to thank support from the MIT-SPAIN program sponsored by "la Caixa" Foundation SEED FUND. Jose A. Ruiperez-Valiente acknowledges support from the Spanish Ministry of Science and Innovation through the Juan de la Cierva Incorporacion program (IJC2020-044852-I). Xitong Li acknowledges funding support from the French National Research Agency (ANR) [Grants ANR AAPG iMOOC-18-CE28-0020-01 and Investissements d'Avenir LabEx Ecodec Grant ANR-11-LABX-0047]. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Computers & Education es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Learning analytics es_ES
dc.subject Educational data mining es_ES
dc.subject Massive open online courses es_ES
dc.subject Large scale analytics es_ES
dc.subject Cultural factors es_ES
dc.subject Equity es_ES
dc.subject Distance learning es_ES
dc.subject.classification INGENIERIA DE LA CONSTRUCCION es_ES
dc.title Large scale analytics of global and regional MOOC providers: Differences in learners' demographics, preferences, and perceptions es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.compedu.2021.104426 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/ANR//ANR-11-LABX-0047/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/ANR//ANR AAPG iMOOC-18-CE28-0020-01/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI//IJC2020-044852-I//Ayudas Juan de la Cierva-incorporación, convocatoria 2020/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingeniería del Diseño - Escola Tècnica Superior d'Enginyeria del Disseny es_ES
dc.description.bibliographicCitation Ruipérez-Valiente, JA.; Staubitz, T.; Jenner, M.; Halawa, S.; Zhang, J.; Despujol, I.; Maldonado-Mahauad, J.... (2022). Large scale analytics of global and regional MOOC providers: Differences in learners' demographics, preferences, and perceptions. Computers & Education. 180:1-17. https://doi.org/10.1016/j.compedu.2021.104426 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.compedu.2021.104426 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 17 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 180 es_ES
dc.relation.pasarela S\474822 es_ES
dc.contributor.funder Agencia Estatal de Investigación es_ES
dc.contributor.funder Agence Nationale de la Recherche, Francia es_ES
dc.contributor.funder Norwegian Agency for Development Cooperation es_ES
dc.contributor.funder Fundació Bancària Caixa d'Estalvis i Pensions de Barcelona es_ES


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