Predicting Clinical Trial Recruitment Failure Through Site-Level Feasibility and Participant Burden Modeling

Speciality: Others


Speaker:

Vikram Cheryala | HCP

Description:

Welcome to today’s episode. In clinical research, recruiting participants can be a major challenge, often leading to trial delays or failures. Predicting recruitment failure is crucial for efficient trial design. By analyzing site-level feasibility—such as available resources and patient access—researchers can identify locations best suited for recruitment. Additionally, modeling participant burden, like visit frequency and travel demands, helps assess how likely people are to enroll and stay in a study. Combining these approaches allows for more accurate predictions of recruitment outcomes, enabling adjustments before trials begin. This ultimately leads to better resource allocation, faster recruitment, and higher trial success rates.

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