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Energy through the day: how Aurek draws your curve

Rest & Refuel shows a curve of how alert you’re likely to feel today, with a few windows marked on it. Here’s exactly how it’s drawn, and what it can’t tell you.

General information, not medical advice. Check with a doctor before starting a new program, especially with an injury or a medical condition.

Two processes, one curve

Sleep scientists have long described alertness with two processes [1, 2]. Sleep pressure builds the longer you’re awake and clears while you sleep. Your body clock raises and lowers alertness on a roughly 24-hour rhythm, whatever you slept. The three-process model of alertness adds a third: sleep inertia, the grogginess right after waking [3, 4]. Aurek uses that model’s published numbers.

What goes in

The windows

What it can’t do

Where it runs

The curve is worked out on your phone each time you open Rest. It isn’t saved, synced or sent anywhere, like the rest of your sleep data.

Sources

  1. Borbély AA. A two process model of sleep regulation. Human Neurobiology. 1982;1(3):195–204.
  2. Borbély AA, Daan S, Wirz-Justice A, Deboer T. The two-process model of sleep regulation: a reappraisal. Journal of Sleep Research. 2016;25(2):131–143.
  3. Åkerstedt T, Folkard S. The three-process model of alertness and its extension to performance, sleep latency, and sleep length. Chronobiology International. 1997;14(2):115–123.
  4. Tassi P, Muzet A. Sleep inertia. Sleep Medicine Reviews. 2000;4(4):341–353.
  5. Roenneberg T, Wirz-Justice A, Merrow M. Life between clocks: daily temporal patterns of human chronotypes. Journal of Biological Rhythms. 2003;18(1):80–90.
  6. Van Dongen HPA, Maislin G, Mullington JM, Dinges DF. The cumulative cost of additional wakefulness. Sleep. 2003;26(2):117–126.
  7. Monk TH. The post-lunch dip in performance. Clinics in Sports Medicine. 2005;24(2):e15–e23.
  8. Lavie P. Ultrashort sleep-waking schedule. III. Gates and forbidden zones for sleep. Electroencephalography and Clinical Neurophysiology. 1986;63(5):414–425.
  9. Drust B, Waterhouse J, Atkinson G, Edwards B, Reilly T. Circadian rhythms in sports performance: an update. Chronobiology International. 2005;22(1):21–44.
  10. Stutz J, Eiholzer R, Spengler CM. Effects of evening exercise on sleep in healthy participants: a systematic review and meta-analysis. Sports Medicine. 2019;49(2):269–287.

Written by the Aurek team. This post describes how the app works today; the app’s own “Why?” sheets show the same numbers.

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