Evidence map›Paper›PMID 41808912›Full record

ReviewFrontiers in digital health2026

Trends in application of digital technology in nursing informatics: an integrative bibliometric analysis.

Bomi An, Sujin Choi

Abstract readReview
In one paragraph

Review in Frontiers in digital health, 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. Review
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

2 authors.

Bomi AnDepartment of Nursing, Hannam University, Daejeon, Republic of Korea.
Sujin ChoiCollege of Nursing, School of Medicine, Soonchunhyang University, Asan, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital technology has led to innovations in healthcare, particularly in the field of nursing informatics. Although challenges such as resistance to technology, insufficient training, and security have been reported, comprehensive bibliometric analyses evaluating research trends and patterns are scarce. Therefore, this study aimed to examine trends and patterns in the application of digital technologies to nursing informatics by utilizing an integrative bibliometric analysis. Methods: A comprehensive literature search was conducted on PubMed, CINAHL, MEDLINE, Embase, Web of Science, and Scopus for original articles published before 2024. This review followed the PRISMA guidelines, and 409 studies were included. VOSviewer and Excel 2019 were used to analyze the number of publications by journal, year, country, authors, citations, and keywords. Results: Digital technology research began in 1985 and has increased significantly since 2015. The United States had the highest number of publications, whereas Conclusion: This study highlights the growing importance of digital technology in nursing informatics, with research surging since 2015 due to advancements in artificial intelligence, virtual reality, and big data. Issues such as non-standardized nursing practices that utilize digital technologies and ethical considerations remain underexamined. Therefore, nursing professionals should focus on developing digital technology nursing standards in diverse nursing contexts, promote global collaboration, and strengthen digital competencies to maximize the benefits of digital innovation in the field of nursing informatics.

Indexed as

applicationdigitalinformaticsnursingtechnolgy

Identifiers

PMID41808912
PMCPMC12968252

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.