openalexFigshare2026-07-26
Algorithmic Detection of Chronological Sleep Decay: An L2-Regularized Logistic Regression Analysis of CDC Surveillance Data (1991–2023)
Background & Objective: Chronic sleep deprivation among adolescents has accelerated over the past three decades, aligning with widespread digital media saturation and reported cognitive focus issues. Traditional public health tracking often evaluates short‑term trends, overlo…