Claims

Optimal sleep duration varies by subject: about 8–9 hours for mathematics and 7–8 hours for Chinese, English, science, and arts

Claim · All claims
Evidence · 1 study · associational r2 · q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? Quadratic regression vertex estimates place the optimal sleep interval at 8–9 h for mathematics and 7–8 h for the other subjects. → Wang 2025

Evidence

Wang 2025

Wang, M., Chen, Z., Han, N., & Yao, H. (2025). Sleep duration and subject-specific academic performance among adolescents in China. npj Science of Learning. https://doi.org/10.1038/s41539-025-00361-y

q2 · i? · associational · r2

Quadratic OLS vertex calculation (−b/2a) on sleep treated as an ordinal variable (1 = <6 h to 6 = >10 h), yielding subject-specific turning points from the regression coefficients in Table 2.

"The results suggest that for Chinese, English, science, and the arts, the o p t i m a ld u r a t i o ni sa p p r o x i m a t e l yb e t w e e n7a n d8 h ,w h i l ef o rm a t h e- matics, it lies between 8 and 9 h."

Discussion

Learner Variables

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