Analyzed Multichannel Engagement Patterns to Understand HCP Adoption Behavior

An oncology commercial team wanted to understand how HCP interactions across channels related to prescribing adoption.

Traditional channel reporting showed engagement volumes and performance but provided limited visibility into the timing, combinations and sequences of tactics experienced by HCPs before initiating treatment.

1. Multichannel Exposure Analysis

• Integrated HCP-level engagement across field and digital channels.
• Examined tactic exposure during the 180 days preceding new prescription activity.

2. Adoption & Engagement Segmentation

• Analyzed differences in engagement breadth, frequency and timing across HCP groups.
• Compared engagement patterns across adoption stages, HCP tiers and practice settings.

3. Tactic Sequencing Analytics

• Investigated common channel and tactic sequences preceding adoption.
• Applied analytical modeling to explore the relationship between engagement patterns and prescribing outcomes.

• Integrated HCP-level view of historical omnichannel engagement.
• Comparative analysis of engagement across adoption stages and HCP segments.
• Tactic sequencing framework to investigate pre-adoption engagement patterns.
• Analytical foundation for refining channel strategy and future engagement planning.