Name: Discussion for SPSS output for correlation and chi-square
Uploaded: 2023-03-01
Duration: 1 min 28 s
Description: abstract. Discussion for SPSS output for correlation and chi-square.

abstract. Discussion for SPSS output for correlation and chi-square. 

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Discussion for SPSS output for correlation and chi-square

Correlation between Age and Annual Income Variable

More discussion on correlation. The correlation between Age variable and Annual income from the SPSS output is 0.463. This means that the two variables are positively correlated though with a weak correlation as explained by the correlation coefficient. A correlation coefficient of 0.463 shows a weak relationship meaning that a change in one variable slightly affects the other variable. In this case, a change in Age slightly affects the Annual Income and vice versa is true.. 

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The correlation between Age variable and Annual income from the SPSS output is 0.463. This means that the two variables are positively correlated though with a weak correlation as explained by the correlation  coefficient. A correlation coefficient of 0.463 shows a weak relationship meaning that a change in one variable slightly affects the other variable. In this case, a change in Age slightly affects the Annual Income and vice versa is true.

Output from spss for correlation. Table Description automatically generated. 

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Table

Description automatically generated

Figure 1.1: A pictorial representation of SPSS output showing the correlation coefficient between Age and Annual Income.

CHI-SQUARE ANALYSIS OF SEX AND Smoker variables. This analysis entails using chi square analysis to determine whether there is any relationship between Sex and whether the individual smokes or not. From the SPSS output, Smoker is a constant so there are no computations for Chi-square in this case. SPSS gives output for variables and rarely does it analyze qualitative variable in Chi-square.. 

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CHI-SQUARE ANALYSIS OF SEX AND Smoker variables

This analysis entails using chi square analysis to determine whether there is any relationship between Sex and whether the individual smokes or not. From the SPSS output, Smoker is a constant so there are no computations for Chi-square in this case.  SPSS gives output for variables and rarely does it analyze qualitative variable in Chi-square.