Claims

AI literacy scales show good structural validity and internal consistency but are rarely tested for other measurement properties

Claim · All claims
Evidence · 1 study · review r3 · q2
Currency · newest study 2024 · checked against its sources 2026-10-26 (automated, 1 of 1 entry) · 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? Across the 16 scales, structural validity and internal consistency evidence is good, while content validity, reliability, construct validity, and responsiveness were tested in only a few scales, and cross-cultural validity and measurement error in none. → Tomáš Lintner 2024

Evidence

Tomáš Lintner 2024

Tomáš Lintner. (2024). A systematic review of AI literacy scales. npj Science of Learning 9:50. https://doi.org/10.1038/s41539-024-00264-4

q2 · i? · review · r3

COSMIN and GRADE-based quality assessment (Table 2) of the 16 scales; the review reports "good structural validity and internal consistency" overall, with no scale tested for cross-cultural validity or measurement error.

"Overall, the scales demonstrated good structural validity and internal consistency. On the other hand, only a few have been tested for content validity, reliability, construct validity, and responsiveness. None of the scales have been tested fo r cross-cultural validity and measurement error."

Discussion

Page metadata
Field Value
type claim
id ai-scales-structural-validity-strong-other-properties-untested
title AI literacy scales show good structural validity and internal consistency but are rarely tested for other measurement properties
description AI literacy scales show good structural validity and internal consistency but are rarely tested for other measurement properties
status review
evidence_strength moderate
newest_evidence 2024
source_checked 2026-10-26
generated by process:wiki-ingest on 2026-10-26
trust unverified — no one has confirmed this page's content
sources 1 — tomáš-lintner-2024

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