High versus low STEM educational dose shows no statistically significant difference in STEM tenure, patents, or STEM occupation for the combined cohorts¶
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.
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q2 i? For STEM tenure, STEM patent, and STEM occupation, the combined-cohort gain-ratio confidence intervals include 1, so no statistically significant difference between dose groups was detected; equivalence was not tested. → 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 comparison for STEM tenure: 4.4% high dose versus 2.9% low dose, with gain ratio "1.558 (0.909, 2.820)" and proportion-difference CI (−0.010, 0.041) including zero. Patent (1.110, CI 0.838–1.471) and occupation (1.178, CI 1.007–1.377) ratios are reported in the same table.
"STEM Tenure 2.9% 4.4% (−0.010, 0.041) 1.558 (0.909, 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 roughly double the rate of STEM publications compared with low dose — 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
- STEM educational dose levels rose across successive talent-search cohorts, with later cohorts showing higher median dose — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
stem-dose-null-tenure-patent-occupation |
title |
High versus low STEM educational dose shows no statistically significant difference in STEM tenure, patents, or STEM occupation for the combined cohorts |
description |
High versus low STEM educational dose shows no statistically significant difference in STEM tenure, patents, or STEM occupation for the combined cohorts |
status |
review |
evidence_strength |
weak |
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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