Development of the Online Course Overload Indicator and the Student Mental Fatigue Survey

The purpose of this study is to develop and examine the psychometric properties of the Online Course Overload Indicator (OCOI) and the Student Mental Fatigue Survey (SMFS). The OCOI was designed to measure students’ perceptions of cognitive overload in online courses. The SMFS was used to assess stu...

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Detalles Bibliográficos
Autores: Alleyne Bayne, Gail, Inan, Fethi A.
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2023
País:México
Institución:UNIVERSIDAD NACIONAL AUTÓNOMA DE MÉXICO
Repositorio:Revista Mexicana de Bachillerato a Distancia
Idioma:español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/84993
Acceso en línea:https://revistas.unam.mx/index.php/rmbd/article/view/84993
Access Level:acceso abierto
Palabra clave:mental fatigue
cognitive overload
online learning
online course design
student support
online course development
fatiga mental
sobrecarga cognitiva
aprendizaje en línea
diseño de cursos en línea
apoyo al estudiante
desarrollo del curso en línea
Descripción
Sumario:The purpose of this study is to develop and examine the psychometric properties of the Online Course Overload Indicator (OCOI) and the Student Mental Fatigue Survey (SMFS). The OCOI was designed to measure students’ perceptions of cognitive overload in online courses. The SMFS was used to assess students’ perceptions of mental fatigue while taking online courses. An exploratory factor analysis was conducted on a sample of 378 undergraduate students from various institutions offering online courses across the United States. Results of a factor and reliability analyses confirmed that the instruments are valid and reliable measures of students’ perceived mental fatigue and overload from online course elements. The analysis supported the model that students’ perceptions of overload in online courses consist of four constructs—information relevance, information overload, course design, and facilitation—in addition to the one-factor structure of the SMFS, which consists of the student mental fatigue construct.