Epidemiological Workbench

Sleep Duration Dose-Response Explorer

Subject & Cohort Parameters

Habitual Sleep (Baseline) 5.5 hrs/night
Target Sleep Intervention 7.5 hrs/night
Age Cohort Calibration
Baseline Hazard Ratio
1.24
+24% excess risk
Target Hazard Ratio
1.00
Optimal Nadir Range
Relative Risk Reduction
-19.4%
Delta to 7.5 hrs
Long-Sleep Attenuation
42.0%
Reverse causation drop

Weekly Sleep Extension Simulator

Simulate shifting baseline toward optimal 7.5h nadir via structured increments:
Current debt reconciliation: 14.0 hrs/week of reclaimed sleep deficit.
Adjusted Mortality Hazard Ratio (HR)
Unadjusted (Confounded) Curve
Optimal Nadir Zone (7.0–7.5h)

Bimodal Asymmetry & Etiological Mechanisms

Short Sleep (< 7.0h): Direct Physiological Injury Causal
Sympathetic hyperactivation, elevated systemic inflammation (CRP/IL-6), endothelial dysfunction, and impaired glucose tolerance drive genuine cardiovascular and metabolic pathology.
Long Sleep (> 9.0h): Reverse Causation Confounded
Reverse causation driven by subclinical comorbidities, depression, sleep fragmentation, and sedentary baseline. Controlling for occult chronic disease attenuates right-tail hazard by 42%.

Large-Scale Cohort Meta-Analytic Reference Studies

Cohort / Study Sample Size (N) Follow-up Nadir Short RR (<6h) Long RR (>9h)
UK Biobank Prospective Study 479,000 12.2 yrs 7.0–7.5h 1.22 (1.18–1.27) 1.26 (Adjusted)
Nurses' Health Study (NHS I & II) 184,000 24.0 yrs 7.0h 1.25 (1.20–1.31) 1.38 (Unadjusted)
Cappuccio et al. Meta-Analysis 1,382,999 15.8 yrs 7.0–8.0h 1.24 (1.17–1.31) 1.30 (1.22–1.40)
Enjoy this tool? Build your own with Super