<![CDATA[This study examines the effectiveness of the STATPRO game-based learning on mathematics achievement and investigates the factors that influence the formation of self-regulated learning (SRL) among senior high school students in rural areas. Recognizing SRL as a critical factor influencing academic success, creativity, and lifelong learning, this research examines the roles of gender, class, and parental education level in shaping SRL. Employing a quantitative pre-post design using the Wilcoxon-Signed and Friedman test for mathematics achievement and three-way multivariate analysis of variance (MANOVA) for SRL evaluation. Data were collected from cluster-randomized samples across classes 8A to 8C using standardized mathematics tests and the Academic Self-Regulated Learning Questionnaire (ASLQ). Results indicate that class (p = 0.016) and gender (p = 0.001) significantly affect mathematics achievement, while parental education level has no direct impact (p = 0.623). However, SRL development is significantly influenced by the interaction of class, gender, and parental education (p=0.004). These findings highlight the necessity of integrated support from both schools and families to cultivate the students’ self-regulated learning, thereby enhancing students’ cognitive and academic outcomes, especially within resource-limited rural contexts.]]>
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