High STEM educational dose is associated with roughly double the rate of STEM publications compared with low dose¶
Claim · All claims
Evidence · 1 study · associationalr?·q2
Currency · newest study 2004 · 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? The high dose group published in STEM at nearly twice the low dose rate (11.2% vs 5.7%, gain ratio 1.972, 95% CI 1.379–2.820). → Wai 2004
Evidence¶
Wai 2004¶
Wai, J., Lubinski, D., Benbow, C. P., & Steiger, J. H. (2004). Accomplishment in Science, Technology, Engineering, and Mathematics (STEM) and Its Relation to STEM Educational Dose: A 25-Year Longitudinal Study (Web Supplement). https://scholar.google.com
q2 · i? · associational · r?
Combined-cohort proportion comparison for STEM publication by dose level. High dose reached 11.2% versus 5.7% for low dose, with a "1.972 (1.379, 2.820)" gain ratio; the proportion-difference CI (0.019, 0.091) excludes zero.
"STEM Publication 5.7% 11.2% (0.019, 0.091) 1.972 (1.379, 2.820)"
Discussion¶
Related Claims¶
- High STEM educational dose is associated with a higher rate of attaining at least one STEM accomplishment (PhD, publication, tenure, patent, or occupation) — related
- High STEM educational dose is associated with a higher rate of earning a STEM PhD than low dose across three talent-search cohorts combined — related
- High versus low STEM educational dose shows no statistically significant difference in STEM tenure, patents, or STEM occupation for the combined cohorts — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
high-stem-dose-stem-publications |
title |
High STEM educational dose is associated with roughly double the rate of STEM publications compared with low dose |
description |
High STEM educational dose is associated with roughly double the rate of STEM publications compared with low dose |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2004 |
generated |
by process:wiki-ingest on 2026-10-24 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — wai-2004 |
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