Evidence map›Paper›PMID 42258796›Full record

ArticleJMIR nursing2026

Informatics Competency and Technology Self-Efficacy Levels Among Undergraduate Nursing Students: Cross-Sectional Study.

Nader Alnomasy, Habib Alrashedi, Sharifah Alsayed, Petelyne Pangket, Razan Alsayed

Abstract read
In one paragraph

Article in JMIR nursing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Nader Alnomasy *Medical Surgical Department, College of Nursing, University of Ha'il, PO Box 2240, Hail, 55349, Saudi Arabia, 966 0532476596.ORCID 0000-0002-4865-1190
Habib Alrashedi *Medical Surgical Department, College of Nursing, University of Ha'il, PO Box 2240, Hail, 55349, Saudi Arabia, 966 0532476596.ORCID 0000-0001-9121-268X
Sharifah Alsayed *Medical Surgical Department, College of Nursing, King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia.ORCID 0000-0002-8291-2446
Petelyne Pangket *Medical Surgical Department, College of Nursing, Taif University, Taif, Mecca Region, Saudi Arabia.ORCID 0000-0002-6370-0739
Razan Alsayed *Nursing Education Department, King Fahd Armed Forces Hospital, Jeddah, Mecca Region, Saudi Arabia.ORCID 0009-0009-6522-4797

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The Saudi Arabian health care sector is transforming under Vision 2030 with the goal of digitizing its services. This necessitates a digitally prepared nursing workforce; however, there is evidence suggesting that nursing students have limited informatics competency and that these skills are minimally covered in their training programs. Objective: This study measured the baseline informatics competency and technology self-efficacy of undergraduate nursing students at the University of Hail, Saudi Arabia. Methods: Using a descriptive cross-sectional design, data were collected from 243 undergraduate nursing students at the University of Hail through an online survey. The survey measured demographics, informatics competency (Canadian Nurse Informatics Competency Assessment Scale), and digital technology self-efficacy. Data analysis used descriptive statistics, 2-tailed t tests, ANOVA, and hierarchical regression analysis. Results: Students reported a moderate level of informatics competency, with a mean Canadian Nurse Informatics Competency Assessment Scale item score of 2.57 (SD 0.84) on a scale from 1 to 4. They also showed moderate to high self-efficacy for digital technology, with a mean item score of 2.7 (SD 0.56) out of 4. Informatics competency scores were substantially higher in students with prior informatics training and frequent electronic health record exposure. In the underpowered exploratory hierarchical regression model, self-efficacy for digital technology showed a small positive association with informatics competency that approached statistical significance; however, the overall model was not statistically significant and explained only a limited proportion of the variance. Conclusions: This single-site study of undergraduate nursing students at the University of Hail found moderate self-reported informatics competency despite higher digital technology self-efficacy, indicating a need for strengthened informatics education to support the Saudi Vision 2030. While underpowered, exploratory analyses and self-report data mean that these institution-specific findings should be interpreted cautiously and used primarily to guide future multisite and mixed methods research.

Indexed as

Nursing InformaticsSelf EfficacyStudents, NursingAdultCross-Sectional StudiesEducation, Nursing, BaccalaureateFemaleHumansMaleSaudi ArabiaSurveys and Questionnairesdigital healthelectronic health recordsinformatics competencynursing educationself-efficacy

Identifiers

PMID42258796
PMCPMC13245837

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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 OpenQuestion graph.