Leveraging Advanced Analytics to Derive an Effective Promotional Channel Mix to Optimize Sales for a Brand in the Mature Lifecycle Phase
The pharma industry faces an uncomfortable truth: financial constraints force systematic compromises in monitoring quality that directly put trial outcomes at risk. Traditional central review approaches examine 100% of screening and baseline assessments but that scrutiny can reduce to 20% random sample at follow up visits, leaving the majority of rater patient interactions completely unreviewed.