Claims

CTT item selection dropped five low-discrimination items, retaining 20 items of moderate difficulty

Claim · All claims
Evidence · 1 study (2 entries) · design r3 · 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? Five items with discrimination indices below 0.3 were excluded from the GLAT. → Yueqiao Jin 2024 q2 i? Retained items showed discrimination indices from 0.33 to 0.55 and difficulties from 0.25 to 0.90. → Yueqiao Jin 2024 (2)

Evidence

Yueqiao Jin 2024

Yueqiao Jin, Roberto Martinez-Maldonado, Dragan Gašević and Lixiang Yan. (2024). GLAT: The Generative AI Literacy Assessment Test. https://arxiv.org/abs/2411.00283 doi:10.48550/arxiv.2411.00283

q2 · i? · design · r3

Classical test theory item analysis with 200 higher education students computed item difficulty and point-biserial discrimination; items 6, 9, 14, 15, and 20 fell below the 0.3 discrimination threshold and were excluded.

"atotaloffiveitems(Items6,9,14,15,and20)haddiscriminationindicesbelowthethresholdof0.3."

Yueqiao Jin 2024 (2)

Yueqiao Jin, Roberto Martinez-Maldonado, Dragan Gašević and Lixiang Yan. (2024). GLAT: The Generative AI Literacy Assessment Test. https://arxiv.org/abs/2411.00283

q2 · i? · design · r3

The article reports the retained items' difficulty spread and that discrimination indices ranged from 0.33 to 0.55 (M = 0.41, SD = 0.06), indicating items differentiate high and low performers across proficiency levels.

"Of the 20 items retained, the item difficulties ranged between 0.25 and 0.90 (M = 0.67, SD = 0.14)"

Discussion

Page metadata
Field Value
type claim
id glat-item-selection-discrimination
title CTT item selection dropped five low-discrimination items, retaining 20 items of moderate difficulty
description CTT item selection dropped five low-discrimination items, retaining 20 items of moderate difficulty
status review
evidence_strength moderate
newest_evidence 2024
generated by process:wiki-ingest on 2026-10-12
trust unverified — no one has confirmed this page's content
sources 2 — yueqiao-jin-2024, yueqiao-jin-2024-2

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