Not every hour of study time is equally productive; the benefit of an additional hour depends on the student's position on their learning curve¶
Claim · All claims
Evidence · 1 study · theoreticalr3·q2
Currency · newest study 2024 · 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? Under a logistic curve relating time spent to achievement, some hours of study time will be more productive than others depending on the warm-up period and curve position. → Brendan A. Schuetze 2024
Evidence¶
Brendan A. Schuetze 2024¶
Brendan A. Schuetze. (2024). A Computational Model of School Achievement. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09853-6
q2 · i? · theoretical · r3
Analytical implication derived from the logistic curve assumption in the CoMSA. Students at the ceiling or floor of a test are not anticipated to get much benefit from an additional hour of study, while others benefit greatly.
"An interesting implication of the CoMSA is that not every hour of study time is equal. As shown in Fig. 1, if we assume a logistic curve relating time spent to achievement, some hours of study time will be more productive than others."
Discussion¶
Related Claims¶
- Whether EF gains are seen depends on the amount of time children spend doggedly practicing and pushing themselves to improve — related
- Heterogeneous learning curves across practitioners create organizational challenges including perceived unfairness — related
- Accumulated deliberate practice is associated with performance, explaining a domain-dependent share of its variance: about a quarter in games, 4% in education and under 1% in professions — related
- Efficiency in the work curve is conditioned by factors beyond fatigue proper: practice, adaptation, preparedness, warming up, spurts, voluntary effort, ennui, and diurnal rhythms (Offner) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
comsa-study-hours-unequal-productivity |
title |
Not every hour of study time is equally productive; the benefit of an additional hour depends on the student's position on their learning curve |
description |
Not every hour of study time is equally productive; the benefit of an additional hour depends on the student's position on their learning curve |
status |
review |
evidence_strength |
weak |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — brendan-a-schuetze-2024 |
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