Ethical reasoning and reflective thinking are reported as the strongest predictors of sustainable and trustworthy AI use¶
Claim · All claims
Evidence · 1 study · associationalr?·q2
Currency · newest study 2025 · 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? The study reports that ethical reasoning and reflective thinking are the strongest predictors of sustainable and trustworthy artificial intelligence use. → Md. Masudul Islam 2025
Evidence¶
Md. Masudul Islam 2025¶
Md. Masudul Islam, Mirza Niaz Morshed, Md. Shafiqul Islam. (2025). Artificial Intelligence Literacy and Sustainable Development: An Ethical Governance and Development Goals Framework. https://orcid.org/0000-0001-7643-5420 doi:10.1002/sd.71155
q2 · i? · associational · r?
The article's stated empirical finding, reported in the abstract: "ethical reasoning and reflective thinking are the strongest predictors of sustainable and trustworthy artificial intelligence use." The available text does not print the regression coefficients or effect sizes supporting this statement.
"Findings show that ethical reasoning and reflective thinking are the strongest predictors of sustainable and trustworthy artificial intelligence use."
Discussion¶
Related Claims¶
- Academic integrity and transparency is the strongest predictor of ethical GenAI use, followed by ethical and technical AI literacy and critical thinking — reports the opposite
- All six predictor constructs correlate positively and significantly with ethical GenAI use, ranging from r = 0.370 to r = 0.507 — related
- Six predictor constructs jointly explain 44.0% of the variance in ethical GenAI use among university students, with all structural paths positive and significant — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ethical-reasoning-strongest-predictor-trustworthy-ai-use |
title |
Ethical reasoning and reflective thinking are reported as the strongest predictors of sustainable and trustworthy AI use |
description |
Ethical reasoning and reflective thinking are reported as the strongest predictors of sustainable and trustworthy AI use |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — md-masudul-islam-2025 |
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