Clinical Trial Efficiency Factors

Research in clinical trials has identified several factors that impact quality and efficiency, such as patient recruitment, trial design, and regulatory approval processes. Recent innovations in patient recruitment, including decentralized trials and AI-assisted matching, have improved access and retention, especially in underserved populations. Streamlined regulatory processes and the use of adaptive trial designs have reduced the time and cost associated with traditional trials. The integration of real-world evidence (RWE) is improving data relevance, while advancements in clinical data management and analytics are enhancing trial outcomes and speeding up the time to market.

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