Differences in medication patterns and dosages between youth and adults
The study acknowledges that medication patterns and dosages differ significantly between youth and adult patients. This difference makes direct comparison and interpretation of results challenging.
Model convergence issues due to insufficient sample sizes
The models used for certain drugs (aripiprazole, perospirone, paliperidone, and ziprasidone) failed to converge, likely due to limited sample sizes within specific age groups. This makes it difficult to draw reliable conclusions about those particular medications' effects.
Retrospective study design
The study was conducted retrospectively using electronic medical records, introducing potential biases related to data quality, completeness, and accuracy.
Potential for unmeasured confounders
Although the study considers some confounding factors, it may not fully account for all variables influencing prolactin levels (e.g., other medications, comorbidities). The study attempts to address this issue with its statistical models and analysis procedures.