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These findings suggest that digital transformation in clinical research requires more than permissive policy frameworks; it depends on effective alignment among regulation, infrastructure, and implementation science. By introducing a reproducible framework that links regulatory friction to observed technology adoption, this study provides actionable insights for accelerating safe, interoperable, and scalable smart clinical trial deployment within evolving digital health ecosystems.
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Yang et al. (2026) studied this question.
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