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Interpreting SPSS Correlation Output

Interpreting SPSS Correlation Output Correlations estimate the strength of the linear relationship between two (and only two) variables. Correlation coefficients range from (a perfect negative Correlation ) to positive (a perfect positive Correlation ). The closer Correlation coefficients get to or , the stronger the Correlation . The closer a Correlation coefficient gets to zero, the weaker the Correlation is between the two variables. Ordinal or ratio data (or a combination) must be used. The types of correlations we study do not use nominal data. SPSS permits calculation of many correlations at a time and presents the results in a Correlation matrix.. A sample Correlation matrix is given below. The variables are: Optimism: Compared to now, I expect that my family will be better off financially a year from now. Life Satisfaction: Overall, life is good for me and my family right now.

There are many ways to calculate multiple difference tests. The one used below is called the Least Significant Differences test (LSD). It compares all possible pairs of …

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