Sleep Efficiency
Sleep efficiency is the percentage of time spent in bed that is actually spent asleep. Above 85 percent indicates restorative, consolidated sleep; below 80 percent flags fragmented sleep regardless of how long you were horizontal. It is one of the most actionable metrics any wearable produces because the levers that move it, bedroom temperature, alcohol timing, caffeine half-life, light exposure, are inside your direct control.
Why this biomarker matters
A person who spends nine hours in bed but achieves only seven hours of actual sleep has a sleep efficiency of 78 percent. They will not feel rested, and over weeks they accumulate the same metabolic and cognitive deficits seen in chronic short sleep: impaired glucose tolerance, elevated cortisol, reduced HRV, blunted testosterone, slower cognitive processing. Sleep efficiency below 80 percent sustained over months is associated in observational data with higher rates of cardiovascular events, depression, immune dysfunction, and accelerated biological aging. The drivers of low sleep efficiency are mostly identifiable. Alcohol within three hours of bed fragments REM and slow-wave sleep. Late caffeine extends sleep latency and reduces sleep depth. Bedroom temperatures above 66°F drive more wake-after-sleep-onset. Untreated sleep apnea is the most common medical cause of low efficiency in men over 40 and is grossly underdiagnosed. Anxiety and rumination drive a different pattern, where time-to-fall-asleep balloons. Each pattern responds to a different intervention, which is why tracking efficiency over weeks and looking at the architecture (latency, REM, deep, wake periods) matters more than the single percentage.
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