Turning Medical Insights into Patient Impact - Summary - MDSpire

Turning Medical Insights into Patient Impact

Veeva research reveals a stark gap between the insights biopharma captures and the actions it takes – highlighting a missed opportunity to improve patient outcomes

  • By

  • Manuel Möller

  • May 21, 2026

  • 6 min

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Objective:

To address the underutilization of medical insights in biopharma and propose a specific framework for operationalizing these insights to improve patient outcomes.

Key Findings:
  • Up to 90% of medicines in clinical development do not reach the market due to various barriers.
  • KOLs believe only 30% of their insights are utilized by biopharma organizations, indicating a significant gap.
  • Insight capture is inconsistent and fragmented, leading to lost intelligence on patient needs and unmet medical requirements.
  • AI can transform insight analysis, enabling real-time detection of medical themes and improving decision-making.
Interpretation:

Closing the insights gap is crucial for biopharma to enhance patient care and ensure that therapies are aligned with real-world needs, ultimately leading to better patient outcomes.

Limitations:
  • The article does not provide specific case studies or examples of successful implementation, limiting practical applicability.
  • Potential challenges in standardizing processes across diverse organizations are not addressed, which could hinder implementation.
Conclusion:

A commitment to a structured approach in utilizing medical insights can elevate the role of medical affairs and improve patient outcomes, as evidenced by potential case studies.

Original Source(s)

Turning Medical Insights into Patient Impact

  • by Manuel Möller

  • May 21, 2026

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