Since MIT (Massachusetts Institute of Technology) started the OpenCourseWare movement, by publishing its course materials as open educational resources, many types of initiatives have been developed to open access to education via the use of digital technologies. Among other resources, the MOOCs have proliferated. These offer specialised online courses (frequently free) to an unlimited number of students. However, the drop-out rate of students that starts a MOOC (Massive Open Online Courses) are very high, which makes it useful to analyse the student profiles, establishing typologies and individual profiles. As the study by the LRPC (Personal Network and Community Laboratory) and the JRC shows, the initial diagnosis of learning intention can be very useful for improving educational performance.
Researchers from the University of Seville have carried out a study within the Moocknowledge project, a European initiative which collects data on a large scale on participant in MOOCs between 2014 and 2018. The project gathered information from more than 23,000 users from a total of 84 different MOOCs.
The study analysed the psychological factors that influence the learning of the participants in the massive online courses. Its results show that initial intention is related to individual differences in drop-out probability.
The research was carried out by means of a survey of 1768 participants from 6 different MOOCs. The students were classified in function of their motivational profile and learning intentions at the start of the course. The results show that initial motivation is clearly associated with the satisfaction and the quality perceived on the quality of the learning experience. "A good initial diagnosis of the learning intention and motivational profile of each student can therefore help to design personalised learning plans, as well as improve the degree to which students benefit from the course", explains the University of Seville teacher Isidro Maya.
The Laboratorio de Redes Personales y Comunidades de la Universidad de Sevilla (Personal Network and Community Laboratory) collaborated in the preparation of the databases generated in this European Commission project. Currently, the data is being used in various research projects, and have been especially useful for exploring the impact of the MOOCs on learning, employability and the development of professional careers.
Although the article was available online in June 2019, the printed version was issued in February 2020.