Eric.ed.gov – New Perspectives on Problem-Solving: Autonomous Math Learning Behavior and Math Achievement.

Autonomous Learning Behavior (ALB) as mediators between internal and external influences and performance on high level cognitive tasks was proposed as a possible explanation for gender-related differences in mathematics. This study developed a measure of ALB by drawing on teachers’ working knowledge and the literature on problem-solving, including self-regulatory and metacognitive strategies. The Math Assessment Project Questionnaire was used to assess students’ awareness of their behaviors in a mathematics class and a non-routine word problem solving was used to measure the ALB. Students’ confidence and achievement were also collected as data. No gender differences were found on the math achievement measures, the ALB questionnaire, or the confidence measure on two-tailed t-tests. However, the inclusion of the interaction term between gender and confidence showed a significant rise in the multiple R. The results of correlation analyses revealed significant correlations between the ALB score and the standardized test score, and confidence in math learning and gender. (YP)