GenAI significantly improves academic writing scores for both clinical medicine and nursing students¶
Claim · All claims
Evidence · 1 study (2 entries) · quant-synthesisr1–r2·q2
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.
q2 i? GenAI improved academic writing scores for clinical medicine students (P < 0.00001, MD = 5.80, 95%CI 4.58 to 7.02, one cohort study, n = 128). → Xie Guanli 2026
q2 i? GenAI improved academic writing scores for nursing students (P < 0.00001, MD = 5.20, 95%CI 3.34 to 7.06, one quasi-experimental study, n = 203). → Xie Guanli 2026 (2)
Evidence¶
Xie Guanli 2026¶
Xie Guanli, Liao Jianglong, Tang Xiaoxia, Fu Han, Liu Duo, Deng Li, Wang Tao, Hong Xin. (2026). The impact of generative artificial intelligence on clinical skills and knowledge acquisition in medical undergraduates: a systematic review and meta-analysis. BMC Medical Education. https://doi.org/10.1186/s12909-026-09458-3
q2 · i? · quant-synthesis · r1
Meta-analysis of two studies pooling academic writing scores: one cohort study of 128 clinical medicine students showing MD = 5.80 (95%CI 4.58 to 7.02, P < 0.00001) favouring GenAI.
"GenAI can improve the academic writing scores for both clinical medicine students (P < 0.00001, MD = 5.80, 95%CI: 4.58 to 7.02, one cohort study, n = 128), and nursing students (P < 0.00001, MD = 5.20, 95%CI: 3.34 to 7.06, one quasi-experimental study, n = 203)"
Xie Guanli 2026 (2)¶
Xie Guanli, Liao Jianglong, Tang Xiaoxia, Fu Han, Liu Duo, Deng Li, Wang Tao, Hong Xin. (2026). The impact of generative artificial intelligence on clinical skills and knowledge acquisition in medical undergraduates: a systematic review and meta-analysis. BMC Medical Education. https://doi.org/10.1186/s12909-026-09458-3
q2 · i? · quant-synthesis · r2
Meta-analysis pooling academic writing scores for nursing students: one quasi-experimental study of 203 nursing students showing MD = 5.20 (95%CI 3.34 to 7.06, P < 0.00001) favouring GenAI.
"GenAI can improve the academic writing scores for both clinical medicine students (P < 0.00001, MD = 5.80, 95%CI: 4.58 to 7.02, one cohort study, n = 128), and nursing students (P < 0.00001, MD = 5.20, 95%CI: 3.34 to 7.06, one quasi-experimental study, n = 203)"
Discussion¶
Related Claims¶
- Nursing students show significant knowledge improvement with GenAI (SMD = 1.11) unlike clinical medicine students — related
- GenAI does not significantly improve knowledge exam scores of clinical medicine students compared with traditional teaching, with high heterogeneity — related
- Nursing students show significant, homogeneous clinical skills benefit from GenAI (SMD = 0.98), and the overall clinical-skills effect differs between majors — related
- GenAI does not significantly improve clinical skills of clinical medicine students compared with traditional teaching — related
- GAI-assisted teaching significantly increases student satisfaction with teaching compared with traditional teaching (SMD = 1.52; OR = 5.58) — related
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review |
generated |
by process:wiki-ingest on 2026-10-31 |
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