1 Allen_Hines_Fletcher_Depression_August+13,+2024_14.26 (1).xlsx
Missing file
Gender_merge | Age | YrsEd | RegSMUse | FavSMPlatform | DailySMTime | SurveyCommitment | BDI_SAD | BDI_PESS | BDI_PastFail | ... |
---|---|---|---|---|---|---|---|---|---|---|
0 | 20 | 6 | 2 | 1 | 6.7 | 2 | 2.0 | 3.0 | 4.0 | ... |
0 | 19 | 5 | 2 | 1 | 2.0 | 2 | 2.0 | 2.0 | 3.0 | ... |
1 | 20 | 7 | 2 | 4 | 18.0 | 2 | 1.0 | 1.0 | 1.0 | ... |
0 | 24 | 10 | 2 | 7 | 3.0 | 2 | 2.0 | 1.0 | 2.0 | ... |
0 | 24 | 8 | 2 | 2 | 6.7 | 2 | 2.0 | 2.0 | 2.0 | ... |
Gender_merge
column.Demographic | Frequency (N) | Percentage (%) |
---|---|---|
Gender | ||
Male | 121 | 67.98% |
Female | 57 | 32.02% |
Prefer not to say | 0 | 0.00% |
Age | ||
Mean (SD) | 21.47 (2.16) | |
Education Level | ||
High School | 162 | 91.01% |
Undergraduate degree | 16 | 8.99% |
Post Graduate Degree | 0 | 0.00% |
Variable | Coefficient | p-value |
---|---|---|
Intercept (const) | 22.088 | < 0.001 |
BDI_Total_centered | 0.011 | 0.609 |
BSMAS_NegImpact_centered | -0.663 | 0.013 |
Interaction | 0.018 | 0.240 |
RSES_Total
is explained by the model.BSMAS_NegImpact_centered
is statistically significant with a p-value of 0.013, indicating a negative relationship with RSES_Total
.BDI_Total
(depression scores) and RSES_Total
(self-esteem scores) is not statistically significant. The p-value for BDI_Total_centered
is 0.609, which is much higher than the typical significance level of 0.05. This means we fail to reject the null hypothesis and cannot conclude that there is a significant relationship between depression scores on the BDI-II and self-esteem scores on the RSES.BDI_Total_centered
and BSMAS_NegImpact_centered
in the regression model.missingno
package does not provide a direct implementation of Little's MCAR test. However, we can use the statsmodels
package to perform this test.statsmodels
package.missingno
package does not provide a direct implementation of Little's MCAR test. However, we can use the statsmodels
package to perform this test.statsmodels
package.statsmodels
package to perform Little's MCAR test.values
attribute on a tuple object, which does not exist.values
attribute on a tuple object, which does not exist.values
attribute on a tuple object, which does not exist.values
attribute on a tuple object, which does not exist.1 Allen_Hines_Fletcher_Depression_August+13,+2024_14.26 (1).sav
Missing file
Gender_merge
is a nominal variable and may need to be recoded.Gender_merge
Gender_merge
variable or any other specific variables?Gender_merge
is a nominal variable and may need to be recoded.Gender_merge
Gender_merge
variable or any other specific variables? Frequency Percent Valid Percent Cumulative Percent
Social Media Platform | Frequency | Percent | Valid Percent | Cumulative Percent |
---|---|---|---|---|
91 | 51.4% | 51.4% | 51.4% | |
TikTok | 16 | 9.0% | 9.0% | 60.5% |
16 | 9.0% | 9.0% | 69.5% | |
YouTube | 33 | 18.6% | 18.6% | 88.1% |
1 | 0.6% | 0.6% | 88.7% | |
Snapchat | 7 | 4.0% | 4.0% | 92.7% |
11 | 6.2% | 6.2% | 98.9% | |
2 | 1.1% | 1.1% | 100.0% | |
Total | 177 | 100.0% | 100.0% | 100.0% |
Social Media Platform | Frequency | Percent | Valid Percent | Cumulative Percent |
---|---|---|---|---|
91 | 51.4% | 51.4% | 51.4% | |
TikTok | 16 | 9.0% | 9.0% | 60.5% |
16 | 9.0% | 9.0% | 69.5% | |
YouTube | 33 | 18.6% | 18.6% | 88.1% |
1 | 0.6% | 0.6% | 88.7% | |
Snapchat | 7 | 4.0% | 4.0% | 92.7% |
11 | 6.2% | 6.2% | 98.9% | |
2 | 1.1% | 1.1% | 100.0% | |
Total | 177 | 100.0% | 100.0% | 100.0% |
Social Media Platform | Frequency | Percent | Valid Percent | Cumulative Percent |
---|---|---|---|---|
91 | 51.4% | 51.4% | 51.4% | |
TikTok | 16 | 9.0% | 9.0% | 60.5% |
16 | 9.0% | 9.0% | 69.5% | |
YouTube | 33 | 18.6% | 18.6% | 88.1% |
1 | 0.6% | 0.6% | 88.7% | |
Snapchat | 7 | 4.0% | 4.0% | 92.7% |
11 | 6.2% | 6.2% | 98.9% | |
2 | 1.1% | 1.1% | 100.0% | |
Total | 177 | 100.0% | 100.0% | 100.0% |
Social Media Platform | Frequency | Percent | Valid Percent | Cumulative Percent |
---|---|---|---|---|
91 | 51.4% | 51.4% | 51.4% | |
TikTok | 16 | 9.0% | 9.0% | 60.5% |
16 | 9.0% | 9.0% | 69.5% | |
YouTube | 33 | 18.6% | 18.6% | 88.1% |
1 | 0.6% | 0.6% | 88.7% | |
Snapchat | 7 | 4.0% | 4.0% | 92.7% |
11 | 6.2% | 6.2% | 98.9% | |
2 | 1.1% | 1.1% | 100.0% | |
Total | 177 | 100.0% | 100.0% | 100.0% |
Allen_Hines_Fletcher_Depression_August+13,+2024_16.55 (1).sav
Missing file
Column | Missing Responses |
---|---|
BDI_PESS | 10 |
BDI_Cry | 10 |
BDI_LossEne | 21 |
BDI_Irrit | 21 |
BDI_ConcDiff | 21 |
BDI_LossSex | 10 |
BSMAS_ThinkPlan | 21 |
BSMAS_Urge | 21 |
BSMAS_Escape | 21 |
BSMAS_CutDown | 21 |
BSMAS_Restless | 21 |
BSMAS_NegImpact | 21 |
Gender_merge
column in the dataset. Let's proceed with this calculation.Gender_merge
does not exist in the dataset. Could you please provide the correct column name for gender?Age
column in the dataset. We will calculate the following statistics:Statistic | Age |
---|---|
N | 177 |
Minimum | 18 |
Maximum | 25 |
Mean | 21.48 |
Std. Deviation | 2.16 |
Mean Std. Minimum Maximum Reliability
Deviation