From activities to impact: connecting medical planning, KOL engagement, and insights

By Maaike Addicks, MD, expert trainer of the courses Strategic KOL Planning & Engagement, The Medical Plan and Tactical Implementation and Boosting Medical Affairs Impact with Insights Excellence. 

While planning, KOL engagement, and insight generation are often in place in Medical Affairs teams, they don’t always operate as a connected system.

• A Medical Plan is developed.
• KOL engagement is ongoing.
• Insights are being captured.

… Yet the impact is not always optimal. Not because the individual elements are missing, but because they are not fully aligned and reinforcing each other.
 

🎯 What high-performing teams do differently

High-performing Medical Affairs teams don’t treat planning, KOL engagement, and insights as separate activities. They operate them as a closed loop.

• The plan defines direction and priorities
• KOL engagement is designed to generate value and learning
• Insights are translated into decisions and action
• Those insights then refine the plan

When this loop is weak, teams stay activity-driven. When it works, they become impact-driven.
 

⚠️ Where it breaks in practice

In practice, several disconnects tend to appear:

• The plan sets priorities, but is not actively used in the field
• KOL engagement is relationship-driven, not objective-driven
• Insights are collected, but not translated into decisions
• Feedback from the field does not meaningfully influence strategy

The issue is rarely effort or expertise. It’s the lack of integration between steps.
 

🔄 A practical framework: the impact loop

To make this more tangible, the connection between planning, engagement, and insights can be broken down into four practical steps:
 

1. Direction (Plan)

• Clear priorities linked to unmet needs
• Activities that will support those priorities
• Explicit insight gaps, assumptions or hypotheses to explore

Ask yourself:
What do we need to achieve, learn, or validate?
 

2. Activation (KOL Engagement)

• Purposeful stakeholder selection
• Interactions aligned with strategic objectives
• Consistency in approach across teams

Ask yourself:
Are our engagements designed to generate both value and insight?
 

3. Intelligence (Insights)

• Structured capture (not anecdotal)
• Focus on patterns, not isolated feedback
• Ensuring the insights reach the right internal stakeholders
• Translation into implications

Ask yourself:
What is this telling us, and what will we do differently?
 

4. Adaptation (Back to Plan)

• Regular feedback loops into planning
• Strategy adjusted based on real-world input
• Clear communication back to the field

Ask yourself:
How is our strategy evolving based on what we learn?
 

✅ Quick self-check

Use the questions below as a quick check to assess how well your current approach is connected:

• Do field interactions clearly link to Medical Plan priorities?
• Are KOL engagements used to reach the plan objectives, not just maintain relationships?
• Can you trace insights → internal communication → changes in strategy?
• Do insights lead to action, or mainly reporting?
• Is there a consistent feedback loop between field and strategy?

If the answer is unclear to several of these, the loop is likely not working optimally.
 

📌 The Takeaway

Impact in Medical Affairs doesn’t come from adding more activity, it comes from connecting what already exists.

Planning, KOL engagement, and insights are not separate capabilities, they are part of the same system.