final project stastics 1

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Final Project: Lab Report- Self-Efficacy & Stress

Afaf Almutairi

Southern Nazarene University

Introduction to Statistics

State your Hypothesis

Solution

First, we regress stress against all the other variables to give the equation;

Y=b0 + b1*Self efficacy + b2*Achievement anxiety + b3*Math anxiety +b4*Self attitude

The test hypothesis is given as

Ho: There is no relationship between Self efficacy and stress as an undergraduate.

H1: There is a relationship between Self efficacy and stress as an undergraduate.

This is written as;

Ho:=0

H1:≠0

  • Math Anxiety
  • Academic achievement
  • Self-Attitude
  • Self-Efficacy

Ho:=0

H1:≠0

The p-value is 0.1210. this is greater than 0.05 which is the level of significance. We fail to reject the null hypothesis and conclude that math anxiety is not significant.

Ho:=0

H1:≠0

The p-value is 0.2825 this is greater than 0.05. We fail to reject the null hypothesis and conclude that academic achievement is not significant.

Ho:=0

H1:≠0

The p-value is 0.2021, which is greater than 0.05. We fail to reject the null hypothesis and conclude that academic achievement is not significant.

Ho:=0

H1:≠0

The p-value is 0.046, which is less than 0.05. We reject the null hypothesis and conclude that there is a relationship between self-efficacy and stress.

Regressing Stress against Self efficacy;

The regression equation is: y=141.44-1.422 x

The correlation coefficient r is -0.6127.

r (17) = -0.6127.

Decision: There is a moderate relationship between the Student self-efficacy and stress as an undergraduate student such that as self-efficacy increases the others decrease.

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