Centralive Blog
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What Compliance Rate Should You Set as a Minimum Threshold, and How Do You Enforce It?
July 27, 2026
Stop guessing your wearable data thresholds. Learn why the 80% rule causes sample bias and how to set evidence-based compliance rules for valid research results.
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One of the most common questions from researchers designing a wearable sleep study is deceptively simple: how many nights of data do I need before my estimate of a participant’s sleep is stable and representative?
July 27, 2026
How many nights of wearable data do you really need? Learn why 7 nights is enough for habitual means, but 60+ nights are required for sleep variability study.
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