2. Correlations FA4 BAL4 SAT3 FA4 Pearson Correlation 1 .662 ** .260 * Sig. (2-t

Question

2.

Correlations

FA4

BAL4

SAT3

FA4

Pearson Correlation

1

.662**

.260*

Sig. (2-tailed)

.000

.027

N

72

72

72

BAL4

Pearson Correlation

.662**

1

.763**

Sig. (2-tailed)

.000

.000

N

72

72

72

SAT3

Pearson Correlation

.260*

.763**

1

Sig. (2-tailed)

.027

.000

N

72

72

72

**. Correlation is significant at the 0.01 level (2-tailed).

*. Correlation is significant at the 0.05 level (2-tailed).

a. what type of statistical analysis is this for each output

b. what is each analysis testing for

c. please interpret the output for each analysis based upon what each is testing for. Also, tell me how you were able to come to this interpretation conclusion (i.e., if an analysis is testing for correlation, then which constructs are correlated with each other and how did you come to this conclusion based upon the output).

Correlations

FA4

BAL4

SAT3

FA4

Pearson Correlation

1

.662**

.260*

Sig. (2-tailed)

.000

.027

N

72

72

72

BAL4

Pearson Correlation

.662**

1

.763**

Sig. (2-tailed)

.000

.000

N

72

72

72

SAT3

Pearson Correlation

.260*

.763**

1

Sig. (2-tailed)

.027

.000

N

72

72

72

**. Correlation is significant at the 0.01 level (2-tailed).

*. Correlation is significant at the 0.05 level (2-tailed).

Explanation / Answer

a) It is a correlation analysis of the variables FA4, BAL4 and SAT3.

b) This correlation analysis is testing for correlation between variables FA4, BAL4 and SAT3. The objective is to find whether the correlation between these variables is significant or not. Significant positive correlation means if the value of one variable goes up the value of the other variable also goes up. Significant negative correlation means if the value of one variable goes up the value of the other variable goes down and vice versa.

c)FA4 is significantly positively (the sign of the correlation coefficient is positive) correlated with BAL4 at both 1% level of significance and 5% level of significance because the p-value of the correlation coefficient is almost 0. If the p-value of a statistic is less than the level of significance then it is significant but if the p-value is more than the level of significance then it is not statistically significant.

FA4 is significantly positively correlated with SAT3 at 5% level of significance because the p-value is 0.027 which is less than 0.05 but more than 0.01.

BAL4 is positively significantly correlated with SAT3 at both 1% and 5% level of significance as the p-value is 0.000 which is less than both 0.01 and 0.05.

SAT3 is significantly positively correlated with FA4 at 5% level of significance and with BAL4 both at 1% and 5% level of significance (Explained above).

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