AI-enhanced simulation in high-acuity nursing training improves clinical confidence and emergency preparedness¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2026 · checked against its sources 2026-10-20 (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? In one pre/post-test study reviewed, students exposed to AI simulations showed a statistically significant improvement in clinical confidence with a mean gain of 1.06 on a 5-point scale. → Alrazeeni 2026
Evidence¶
Alrazeeni 2026¶
Alrazeeni, D. M., Alharrasi, M., Khan, R. M. K., Biswas, R. K., Tama, I. J., Halder, C. R., Deb, B., Bashar, F., & Akter, F. (2026). Transforming Nursing Education with Artificial Intelligence: A Systematic Review (2010–2025). SAGE Open Nursing. https://doi.org/10.1177/23779608261424597
q2 · i? · review · r2
The review reports a pre/post-test study (attributed to Creighton et al., 2025) in which "students exposed to AI simulations showed a statistically significant improvement in clinical confidence" with a mean gain of 1.06 on a 5-point scale. No standardized effect size is printed.
"In one pre/post-test study, students exposed to AI simulations showed a statistically significant improvement in clinical confidence with a mean gain of 1.06 on a 5-point scale (Creighton et al., 2025)."
Discussion¶
Related Claims¶
- Learners valued safe, repeatable, nonjudgmental AI practice environments that reduced anxiety and bridged the theory-practice gap — related
- AI-powered simulations show short-term gains in communication confidence and structured knowledge in RCTs, with limited or inferior effects for tactile psychomotor skills — related
- Simulation Based Education Improves Outcomes — a broader claim this one bears on
- AI-driven case simulations in ambulatory settings support diagnostic reasoning and anticipatory thinking in nursing education — related
- An LLM-based Q&A practice system reduced presentation anxiety and improved perceived preparedness among first-time conference participants — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ai-simulation-improves-clinical-confidence-nursing |
title |
AI-enhanced simulation in high-acuity nursing training improves clinical confidence and emergency preparedness |
description |
AI-enhanced simulation in high-acuity nursing training improves clinical confidence and emergency preparedness |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — alrazeeni-2026 |
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