Analytical Testing

PREDICTIVE MODELING - Predicting Price Changes of Oncology Drugs in the US: Can Proportional Hazard Models Predict the Timing & Percentage of Changes?

Bruce Wang, PhD, MA, suggests that Cox Proportional Hazard Models can be used to predict price change percentages and timing of prescription drugs in the market, which is extremely valuable as it enables more informed insights through predictive modeling and analytics on the lifecycle of a drug.

Frequently Asked Questions About Analytical Testing

What are the latest trends in analytical testing for pharmaceuticals?

Recent trends include advanced automation in lab processes, predictive in silico modeling, and the adoption of diverse analytical techniques to support evolving biologics, inhaled therapies, and personalized medicines.

How are CDMOs improving resilience in analytical supply chains?

CDMOs are using multi-sourcing strategies, expanding vendor bases, and implementing flexible automation solutions to mitigate risks related to material shortages, tariffs, and geopolitical disruptions.

What role does automation play in modern analytical labs?

Automation solutions—such as semi-automated inhaled product testing and plug‑and‑play instruments—are enhancing accuracy, efficiency, and agility in testing workflows.