Development and Validation of a Digital Learning Competence Scale: A Comprehensive Review

• Main Authors: Junfeng Yang, Ahmed Tlili, Ronghuai Huang, Rongxia Zhuang, Kaushal Kumar Bhagat
• Format: Article
• Language: English
• Published: MDPI AG 2021-05-01
• Series: Sustainability
• Subjects: digital natives; digital learning competence; learning competence; scale development
• Online Access: https://www.mdpi.com/2071-1050/13/10/5593

Digital learning competence (DLC) can help students learn effectively in digital learning environments. However, most of the studies in the literature focused on digital competencies in general without paying specific attention to learning. Therefore, this paper developed a DLC framework based on a comprehensive literature review, which consists of six dimensions, namely technology use, cognitive processing, digital reading skill, time-management, peer management and will management. This study then developed a scale to assess these competencies where 3473 middle school students participated in the scale validation process. Specifically, exploratory factor analysis, confirmatory factor analysis and item discrimination were used to validate this scale. The six dimensions accounted for 58.66% of the total variance of the scale. The overall internal consistency coefficient was 0.94 for the scale. The results showed that the developed DLC scale is a valid and reliable instrument for assessing middle school students’ digital learning competence. The findings of this study can help teachers and specialists to improve the competencies of their learners by providing a new validated scale that could be used to assess learners and identify their DLC weakness, hence provide the needed trainings accordingly.