Abstract

Objectives This study aimed to develop a prototype of a mobile application to support the improvement of learning strategies for college students based on their learning styles. Methods With reference to a literature review of learning strategies and styles, strategies were extracted to inform the design of a mobile application aimed at supporting the use of learning strategies based on learning styles. Experts validated the extracted strategies, and the prototype was initially developed accordingly. A usability test was performed with students from University A, and based on the test results, the initial prototype was revised until an evolved version was finalized and presented. Results The strategies were extracted and divided into groups considering such factors as the characteristics of college student users, the connection between learning strategies and academic performance, and the characteristics of mobile applications, respectively. Expert validation of the design strategies indicated that both CVI and IRA were 1.00, securing validity and reliability. The mobile app prototype developed based on the extracted strategies featured menus such as learning style diagnosis, learning strategy recommendation, learning strategy application, learning management, sharing for collaborative learning, and gamification for facilitating learning. The usability test results for the prototype showed that the mean values for all items were 4.25 or higher, signifying positive results. Conclusions The significance of the mobile app prototype presented in this paper lies in its consideration of users’ learning styles, which are among the relevant user characteristics, to recommend appropriate learning strategies and support users as they apply those learning strategies in reality. The study results indicate that utilizing learning styles and gamification could positively influence college students by motivating them to enhance their understanding of learning strategies while also improving their ability to utilize those learning strategies.

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