performance of undergraduate studies, thereby strengthening their future perspective in the
field of scientific activities, particularly in higher education interest. This study is aimed at
establishing and examining a structural model for the association involving students' attitude
and belief toward statistics, academics motivations, self-efficacy, statistical reasoning and
students' academic performance. Bachelor of Mathematics Education students from Sultan …
A strong statistical reasoning command and other factors will revise the academic
performance of undergraduate studies, thereby strengthening their future perspective in the
field of scientific activities, particularly in higher education interest. This study is aimed at
establishing and examining a structural model for the association involving students' attitude
and belief toward statistics, academics motivations, self-efficacy, statistical reasoning and
students' academic performance. Bachelor of Mathematics Education students from Sultan …