This is source code for the paper: "A-Novel-Method-to-Measure-Self-Regulated-Learning-Based-on-Social-Media", published at the IEEE , May. 2021 (https://ieeexplore.ieee.org/abstract/document/9580478)
Self-Regulated Learning (SRL) draws many scholars’ attention because of the fast proliferation of the quantity of information available to students and the advancements in educational technologies. This paper targets introducing a new approach to measure higher education students’ adoption of Self-Regulated Learning (SRL) strategies. The most common way to measure SRL is using very large or limited questionnaires, usually at the beginning of the term. The proposed approach is based on the administration of questions in small chunks over the term taking advantage of social media platforms (particularly Facebook). The paper describes the contents and procedures of the novel approach and compares it against the well-known Motivated Strategies for Learning Questionnaire (MSLQ). Firstly, the MSLQ was applied for initial data gathering (number of participants=344). Secondly, the new approach was administered via two Facebook groups voluntarily (number of participants=170). The study included students from diverse disciplines in different academic years. The findings show some differences between both instruments and reveal that the administration of questions in small chunks along the term leads to more reliable and internally consistent results (according to Cronbach’s coefficient values) and less affected by gender difference. Furthermore, SRL measurement in the novel approach takes place over an extended period, introducing some variations in the students’ answers. The results of a satisfaction questionnaire and interviews with non-active participants indicate the positive role of social media in enhancing students’ participation and emphasize the need for timely feedback to enhance the participation of students.