Does the Use of Learning Management Systems With Hypermedia Mean Improved Student Learning Outcomes?

Frontiers in Psychology
María Consuelo Sáiz-ManzanaresCésar Ignacio García-Osorio

Abstract

Learning management systems (LMSs) that incorporate hypermedia Smart Tutoring Systems and personalized student feedback can increase self-regulated learning (SRL), motivation, and effective learning. These systems are studied with the following aims: (1) to verify whether the use of LMS with hypermedia Smart Tutoring Systems improves student learning outcomes; (2) to verify whether the learning outcomes will be grouped into performance clusters (Satisfactory, Good, and Excellent); and (3) to verify whether those clusters will group together the different learning outcomes assessed in four different evaluation procedures. Use of the LMS with hypermedia Smart Tutoring Systems was studied among students of Health Sciences, all of whom had similar test results in the use of metacognitive skills. It explained 38% of the variance in student learning outcomes in the evaluation procedures. Likewise, three clusters that grouped the learning outcomes in relation to the variable 'Use of an LMS with hypermedia Smart Tutoring Systems vs. No use' explained 60.4% of the variance. Each cluster grouped the learning outcomes in the different evaluation procedures. In conclusion, LMS with hypermedia Smart Tutoring Systems in Moodle increased the ...Continue Reading

References

Jan 5, 2011·The British Journal of Educational Psychology·Inger Throndsen
Jun 1, 2017·Frontiers in Psychology·María Consuelo Sáiz ManzanaresJosé F Díez-Pastor

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Citations

Mar 4, 2020·International Journal of Environmental Research and Public Health·María Consuelo Sáiz-ManzanaresÁlvar Arnaiz González
Aug 8, 2020·International Journal of Environmental Research and Public Health·María Consuelo Sáiz-ManzanaresJavier Ochoa-Orihuel
Nov 19, 2019·Frontiers in Psychology·María Consuelo Sáiz ManzanaresJairo Rodríguez-Medina
Jul 20, 2021·Journal of Computing in Higher Education·María Consuelo Sáiz-ManzanaresYi Peng Ji
Jul 15, 2020··Goncalo Paiva DiasElisabeth Brito

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Software Mentioned

R
Educational Data Mining - EDM
Pandas
Moodle Platform
Moodle
Smart
MetaTutor
Matlab
SPSS
Moodle ( Modular Object Oriented Developmental Learning Enviro...

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