Question
Specifically, the correlation should be +.70 or above for us to feel confident about the test-retest reliability of the happiness measure used in our survey.
Specifically, the correlation should be +.70 or above for us to feel confident about the test-retest reliability of the happiness measure used in our survey.
Descriptive Statistics | |||
Mean | Std. Deviation | N | |
Overall Happiness Score (Sum of 4 Items) | 19.00 | 5.110 | 93 |
Overall Happiness Score (Sum of 4 Items) on Measure 5 Weeks Later | 19.81 | 5.361 | 69 |
Correlations | |||
Overall Happiness Score (Sum of 4 Items) | Overall Happiness Score (Sum of 4 Items) on Measure 5 Weeks Later | ||
Overall Happiness Score (Sum of 4 Items) | Pearson Correlation | 1 | .744** |
Sig. (2-tailed) | .000 | ||
Sum of Squares and Cross-products | 2402.000 | 1294.354 | |
Covariance | 26.109 | 20.224 | |
N | 93 | 65 | |
Overall Happiness Score (Sum of 4 Items) on Measure 5 Weeks Later | Pearson Correlation | .744** | 1 |
Sig. (2-tailed) | .000 | ||
Sum of Squares and Cross-products | 1294.354 | 1954.551 | |
Covariance | 20.224 | 28.743 | |
N | 65 | 69 | |
**. Correlation is significant at the 0.01 level (2-tailed). |
Answer following question
1. Based on the correlation coefficient between happiness score at Time 1 and Time 2, does the happiness measure appear to have sufficient test-retest reliability? In your response, report the Pearson r, and explain the criteria you used to make your determination.
Reliability data below to answer 2-3
An overall Cronhbach's of .70 or above usually provides sufficient evidence for high internal consistency across items on a measure.
Case Processing Summary | |||
N | % | ||
Cases | Valid | 93 | 94.9 |
Excludeda | 5 | 5.1 | |
Total | 98 | 100.0 | |
a. Listwise deletion based on all variables in the procedure. |
Reliability Statistics | ||
Cronbach's Alpha | Cronbach's Alpha Based on Standardized Items | N of Items |
.838 | .851 | 4 |
Inter-Item Correlation Matrix | ||||
Item #1 on Subjective Happiness Scale (In general, I consider myself:) | Item #2 on Subjective Happiness Scale(Compared to most of my peers, I consider myself:) | Item #3 on Subjective Happiness Scale(Some people are generally very happy. They enjoy life regardless of whatis going on, gettin... | Happiness Scale Item #4 Reverse Coded | |
Item #1 on Subjective Happiness Scale (In general, I consider myself:) | 1.000 | .834 | .726 | .458 |
Item #2 on Subjective Happiness Scale(Compared to most of my peers, I consider myself:) | .834 | 1.000 | .754 | .373 |
Item #3 on Subjective Happiness Scale(Some people are generally very happy. They enjoy life regardless of whatis going on, gettin... | .726 | .754 | 1.000 | .382 |
Happiness Scale Item #4 Reverse Coded | .458 | .373 | .382 | 1.000 |
Item-Total Statistics | |||||
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Squared Multiple Correlation | Cronbach's Alpha if Item Deleted | |
Item #1 on Subjective Happiness Scale (In general, I consider myself:) | 13.84 | 15.854 | .816 | .736 | .745 |
Item #2 on Subjective Happiness Scale(Compared to most of my peers, I consider myself:) | 14.39 | 14.588 | .773 | .743 | .748 |
Item #3 on Subjective Happiness Scale(Some people are generally very happy. They enjoy life regardless of whatis going on, gettin... | 14.48 | 14.644 | .728 | .603 | .768 |
Happiness Scale Item #4 Reverse Coded | 14.29 | 16.839 | .436 | .217 | .906 |
Answer the following question
2. Based on the Cronhbach's Alpha statistic, does the four-item happiness measure appear to have sufficient internal consistency (inter-item reliability)? In your response, report Cronhbach's Alpha and explain the criteria you used to make your determination.
3. As you examine the Inter-Item Correlation Matrix and the Item-Total Statistics (Cronbach's Alpha if Item Deleted column) included in the Reliability Analysis output, it indicates that one of the four items on the happiness measure is not as strongly correlated as the other three items. Report which item (1, 2, 3 or 4) the output indicates as being a relatively weaker fit (i.e., not as strongly related with the others) in the measure and what the Cronbach's Alpha would be if this item were to be excluded from the scale.
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