Analysis of Variance (ANOVA)

QUESTION 1

1. Scenario:
   A researcher collected data from male and female Caucasian, African American, and Hispanic graduate students using quantitative measures of extraversion, academic self-efficacy, dissertation anxiety, and math anxiety, each on a scale of 0 to 100 with higher scores indicating more of the specific latent attribute (e.g., more anxiety). Each participant was also asked if they intended to conduct a qualitative or quantitative dissertation study and how many months they estimated it would take to complete the dissertation.
   Note: Items 1 – 4 refer to the scenario.
   Select the statistical procedure that would be used to test each of the following null hypotheses:
   Dissertation anxiety and number of months to complete a dissertation are not related.

a. Correlation

b. Paired samples t test

c. Analysis of Variance (ANOVA)

d. Multiple linear regression

e. Chi square test of independence
14.29 points
QUESTION 2

1. Note: Please refer to the previous scenario to answer this question.
   Males and Females do not differ on math anxiety.

a. Correlation

b. Paired samples t test

c. Analysis of Variance (ANOVA)

d. Multiple linear regression

e. Chi square test of independence
14.285 points
QUESTION 3

1. Note: Please refer to the previous scenario to answer this question.
   There is not an association between ethnicity and intent to conduct a qualitative or quantitative dissertation study.

a. Correlation

b. Paired samples t test

c. Analysis of Variance (ANOVA)

d. Multiple linear regression

e. Chi square test of independence
14.285 points

QUESTION 4

1. Note: Please refer to the previous scenario to answer this question.
   Dissertation anxiety scores and math anxiety scores are not equal.

a. Correlation

b. Paired samples t test

c. Analysis of Variance (ANOVA)

d. Multiple linear regression

e. Chi square test of independence

14.285 points
QUESTION 5

1. Below is IBM SPSS output of a correlation matrix of five variables labelled Var1, Var2, Var3, Var4, Var5. Which variable has the weakest relationship with Var1?

14.285 points

QUESTION 6

1. Below is IBM SPSS output of an independent samples t test. Which of the following is a correct statement?

QUESTION 7

1. Below is IBM SPSS output of a multiple linear regression. Which of the following is a correct statement?

Sample Solution