Evidence map›Paper›PMID 42812266›Full record

ArticleFrontiers in medicine2026

Association between artificial intelligence literacy and empathic behavior among nursing interns: adjustment for moral distress and moral resilience.

Chuanying Ding, Bingxia Zhang, Shijin Jia

Abstract read
In one paragraph

Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Chuanying DingQilu Hospital of Shandong University (Qingdao), Qingdao, China.
Bingxia ZhangQilu Hospital of Shandong University (Qingdao), Qingdao, China.
Shijin JiaQilu Hospital of Shandong University (Qingdao), Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Artificial intelligence (AI) literacy is increasingly relevant in nursing education, yet its association with empathic behavior among nursing interns remains unclear. Methods: This cross-sectional study included 300 nursing interns from three tertiary hospitals in China (December 2025-April 2026). AI literacy and empathic behavior were assessed using validated scales. Moral distress and moral resilience were included as covariates. Multivariable linear regression and restricted cubic spline analyses were performed, with subgroup analyses to assess robustness. Results: Higher AI literacy was significantly associated with greater empathic behavior in the unadjusted model ( Conclusions: Higher AI literacy was statistically associated with greater empathic behavior among nursing interns. Longitudinal and intervention studies are needed to determine the temporal and causal relationships between these constructs.

Indexed as

artificial intelligence literacyempathymoral distressmoral resiliencenursing interns

Identifiers

PMID42812266
PMCPMC13619417

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.