A teacher wants to determine which factors can significantly predict academic performance in mathematics of a group of learners.   Which among the three factors: prior knowledge, mind set, math anxiety can predict a group of students’ academic performance in mathematics?

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.5: Correlation And Causation
Problem 11PPS
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A teacher wants to determine which factors can significantly predict academic performance in mathematics of a group of learners.  

Which among the three factors: prior knowledge, mind set, math anxiety can predict a group of students’ academic performance in mathematics?

 

SPSS result

Coefficientsa

Model Unstandardized Coefficients Standardized Coefficients t Sig
B Std. Error Beta
(Constant) -17.729 4.503  

-3.937

.000
Prior Knowledge .357 .058 .430 6.132 .000

Mind set

3.382 1.617 .147 2.091 .038
Math anxiety -.220 .458 -.030 -.480 .632
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