Claims

Teachers perceived the ranking of male students to be more accurate than that of female students

Claim · All claims
Evidence · 1 study · causal r2 · 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? Female students received significantly fewer 'yes' ratings and more 'no' ratings than male students, indicating teachers perceived the ranking of male students to be more accurate. → Sun 2026

Evidence

Sun 2026

Sun, C., Major, L., Daltry, R., Obradovic, L., & Friedberg, A. (2026). Enhancing literacy and numeracy through teacher dashboards and digital personalised learning: an A/B/C test in Kenyan early years education. Education Tech Research Dev. https://doi.org/10.1007/s11423-026-10703-1

q3 · i? · causal · r2

Chi-square analysis of the relationship between teacher accuracy ratings and learner gender across the two dashboard partitions. A significant dependence between gender and rating types was found, with male students' rankings perceived as more accurate.

"Female students received significantly fewer “yes” ratings (χ2 (1, N = 15,609) = 6.34, p =.035) and more “no” ratings (χ 2 (1, N = 6,501) = 10.01, p =.005) than male students, indicating that teachers perceived the ranking of male students to be more accurate."

Discussion

Page metadata
Field Value
type claim
id gender-bias-in-dashboard-accuracy-ratings
title Teachers perceived the ranking of male students to be more accurate than that of female students
description Teachers perceived the ranking of male students to be more accurate than that of female students
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-28
trust unverified — no one has confirmed this page's content
sources 1 — sun-2026

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