No evidence of publication bias was detected in the pooled L2 gender-difference literature¶
Claim · All claims
Evidence · 1 study · quant-synthesisr3·q3
Currency · newest study 2026 · 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.
q3 i? Funnel plot symmetry, a non-significant Egger test, and a fail-safe N of 5364 indicate absence of detectable publication bias. → Chen 2026
Evidence¶
Chen 2026¶
Chen, X., Zhou, Z., & Padilla, A. M. (2026). Do Females Outperform Males on Second/Foreign Language (L2) Achievement? A Meta-Analytical Review across Three Decades. Educational Psychology Review. https://doi.org/10.1007/s10648-025-10092-6
q3 · i? · quant-synthesis · r3
Publication-bias diagnostics for the meta-analysis: a symmetric funnel plot, the Egger regression test reported here, and fail-safe N = 5364 exceeding the 220 threshold. The authors urge caution under high heterogeneity.
"the non-significant result from the Egger test (b = 3.28, 95% CI [−22.40, 28.96], p > 0.05) indicated that the intercept value was not significantly different from zero, meaning an absence of a small-study effect or other form of bias"
Discussion¶
Related Claims¶
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- Publication-bias checks indicate the pooled effect is unlikely to result from publication bias — related
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- Publication-bias tests (Egger's test and trim-and-fill) indicate absence of publication bias for the overall effect and moderators — related
- The pooled effect of writing instruction for US ELL students is robust to sensitivity analyses but funnel plot asymmetry suggests possible missing positive effect sizes — related
- The pooled self-efficacy–partnership correlation appears robust to the file-drawer problem — related
- Publication-bias checks indicate limited risk of publication bias in the extensive reading literature synthesized — related
- Publication bias analyses suggest the negative correlation is robust but trim-and-fill adjusts it to r = −.227 — related
- The pooled burnout–dropout intentions effect appears robust to outliers and minimally influenced by publication bias — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
no-publication-bias-l2-gender-meta-analysis |
title |
No evidence of publication bias was detected in the pooled L2 gender-difference literature |
description |
No evidence of publication bias was detected in the pooled L2 gender-difference literature |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-22 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — chen-2026 |
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