Example

Example of a Correlation Test

Consider a study investigating the correlation between people's calorie estimates and their weight. Since there is no expectation about the direction of the relationship, a two-tailed test is conducted. For a sample of 2222 students, Pearson's rr is computed to be .21-.21. Using statistical software, the pp-value is found to be .348.348. Because the pp-value is greater than .05.05, the null hypothesis is retained, concluding that there is no statistically significant relationship between the variables. Alternatively, computing the test by hand involves finding the critical value. For 222=2022 - 2 = 20 degrees of freedom, the critical value is .444.444. Since the absolute value of the sample correlation coefficient (.21.21) is less extreme than the critical value (.444.444), this confirms that the pp-value is greater than .05.05, leading to the same conclusion to retain the null hypothesis.

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Updated 2026-05-01

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Research Methods in Psychology - 4th American Edition @ KPU