This study seeks to rigorously examine and assess the pedagogical methodologies used by educators to foster self-regulated learning among elementary school students. Cultivating autonomy in the learning process is a critical element in enhancing academic achievement and equipping students to face the challenges that arise in education and everyday life. In their capacity as facilitators, educators play a critical role in building learning environments that promote active student engagement, critical thinking, and accountability for one’s educational journey. A review of the prevailing scientific literature suggests that effective strategies for enhancing student autonomy include the implementation of contextual learning and the integration of instructional units. Contextual learning emphasizes the interaction between curricular content and the learner’s foundational experiences, thereby facilitating a deeper and more relevant understanding of the concepts presented. In addition, the synthesis of educational modules provides students with the freedom to design learning schedules and learning approaches tailored to their unique needs, thereby reducing their dependence on educators. Beyond the elements that shape educational policies, external factors such as family support, institutional conditions, and students’ pedagogical orientations also significantly contribute to the instillation of self-regulated learning habits. Through the application of a well- structured pedagogical framework and the creation of a nurturing learning environment, students will not only improve their academic competence but also be better prepared for prospective academic challenges. It is anticipated that the insights gained from this study will serve as a valuable asset for educators in the development of more effective instructional strategies aimed at strengthening the self-directed learning abilities of elementary school students.