Logistic Regression - Part D The biostatistician in the previous question also conducted a polytomous logistic regression
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Logistic Regression - Part D
The biostatistician in the previous question also conducted a polytomous logistic regression model to examine the relationship between screen time and depression severity.
Screen time was collapsed into two categories:
- 0= 6 hours of screen time - reference group
- 1 = > 6 hours of screentime
Depression severity was categorized as:
- 0= Mild Depression - reference group
- 1 = Moderate Depression
- 2 = Severe Depression
The results are shown in the table below:
Parameters | Outcome Group | Odds Ratio | 95% CI |
> 6 hrs/day vs. 6 hrs/day | Moderate Depression | 1.45 | 1.33-1.56 |
> 6 hrs/day vs. 6 hrs/day | Severe Depression | 1.82 | 1.75-1.95 |
Write out the two odds ratio interpretations.
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