Jialu Dou · National Bureau of Economic Research 2026 · quasi-experimental difference-in-differences study · n=?

Breaking the Early Bell: Lessons from the First Statewide Mandate on School Start Times

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Level 2 - randomized trial

Level 2 by design analogy (quasi-experimental natural experiment using difference-in-differences).

OpenAlex W4410887258 · doi:10.3386/w35184 · record verified 2026-08-29

What was done

The authors evaluated the impact of California's Senate Bill 328—the first statewide mandate delaying start times for middle and high schools—on adolescent sleep duration, mental health, and academic performance. They applied difference-in-differences and matched difference-in-differences designs using data from the Youth Risk Behavior Surveillance System (YRBS), the American Time Use Survey (ATUS), the Stanford Education Data Archive (SEDA), and SAT examination records.

What was found

The abstract reports that SB 328 led to significant improvements in sleep duration and academic performance. Mental health benefits were suggestive but statistically imprecise. Substantial effect heterogeneity was observed, with stronger improvements in both sleep and academic metrics among boys and Hispanic students. The abstract does not report specific numerical effect sizes, point estimates, or confidence intervals.

Why it matters

This study provides population-level, quasi-experimental evidence on the efficacy of statewide policy mandates for later school start times, demonstrating measurable benefits for adolescent sleep and academic achievement alongside subgroup-specific gains.

Limits

The abstract reports no exact sample sizes, numerical estimates, or confidence intervals. Mental health estimates remain imprecise. The analysis depends on observational survey and administrative datasets, which include self-reported measures of sleep and well-being, and findings from California may not fully generalize to states with different educational or demographic structures.

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