SPSS assignment 2

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Apr 3, 2024

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SPSS assignment #2 Name: Aya Alameddine Use SPSS to test the following two null hypotheses, report the p-value for each null hypothesis, and provide your conclusions . If the null hypothesis is rejected ( p < .05; i.e., the relationship is found to be significant), interpret the nature of the relationship (by looking at observed values and compare them to expected values). 1. H 0 : There is no association between gender and how many nights a student goes out. (Hint: Recode Nights into a different variable Nights2 with two categories: values between 0 to 2 nights recoded as new value 1 and all others as new value 2.) We reject the null hypothesis considering that the p value is less than 0.05 (0.017 < 0.05). We can conclude that there is a statistical difference and a correlation between gender and how many nights a student goes out. Transform/Recode into Different Variables Double left click on the variable you want recoded, or select it and send it over to the box. As Output Variable, enter the name you want to call the new variable Click Change Click Old and New Values Old value: (Enter the old values you want recoded. Sometimes you can go to Range and enter appropriate values) New value: (Enter the new values you want.) Click ADD Continue with the next Old/New Value. Always click ADD after you add a new value. Click Continue Click OK 2. H 0 : There is no association between Greek membership and GPA. (Hint: Recode GPA into a different variable GPA2: all values up to 3.19 recoded as new value 1, and values 3.2 or above as new value 2.) Write null and alternative hypotheses ( H 0 and Halignl ¿ 1 ¿ ¿ ¿ ) for each of the following statements/questions. Use SPSS to calculate a p value for each question and derive your conclusions . H 0 = There is no association between Greek membership and GPA Halignl ¿ 1 ¿ ¿ ¿ = There is an association between Greek membership and GPA We do not reject the null hypothesis considering that the p-value is greater than 0.05 (0.850 > 0.05). We can conclude that there is no statistical difference and no correlation between Greek membership and GPA.
3. On average the students go out 3 times per week. (You are trying to show that the students do not go out 3 times per week. That is your prediction/hypothesis, which you’ll put under the alternative hypothesis.) H 0 = The students go out 3 times per week Halignl ¿ 1 ¿ ¿ ¿ = The students do not go out 3 times per week The results of the one-sample t test show that students, on average, do not go out 3 nights per week ( χ 2 = 2.11 ,SD = 0.995 ,t ( 83 ) =− 8.17 , p = . < 0.001 ) 4. Can you reject the null hypothesis that the students like wine cooler and tequila about the same? For question 4, I used a paired samples test to determine if we can reject the null hypothesis that students like wine cooler and tequila about the same. In conducting this test, I determined how the two-sided p- value is 0.432. Considering that 0.432 is greater than 0.05, I determined that we cannot reject the null hypothesis and can conclude that there is no statistical difference. In summary, this indicates that students like wine cooler and tequila about the same. 5. Do Greeks, on the average, have as many drinks as independents (i.e., non-Greeks)? (The null hypothesis is that Greeks and Independents have the same number of drinks.) H 0 = Greeks and Independents have the same number of drinks Halignl ¿ 1 ¿ ¿ ¿ = Greeks and Independents do not have the same number of drinks The results of the independent-samples t-test show that Greeks and Independents do not have the same number of drinks. ( χ 2 Greek = 6.43 ,SD = 3.25 , χ 2 Independent =− 4.42 ,SD = 2.95 ,t ( 80 ) = 2.94 , p = 0.004 ) 6. Can you reject the null hypothesis that students with GPA 3.2 and above go out more often than students with GPAs below 3.2? (Hint: Use GPA2 in question 2) The results of an independent-samples t-test show that students with GPA 3.2 do not go out more often than students with GPAs below 3.2 χ 2 Below = 2.32 ,SD = 0.99 vs χ 2 Above = 1.81 ,SD = 0.96 ,t ( 80 ) = 2.32 , p = 0.012 ¿
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