Evidence map›Paper›PMID 42500237›Full record

ArticleFrontiers in nutrition2026

Exploring the use, benefits, and challenges of nutrition applications among clinical nutrition specialists in Saudi Arabia.

Hala A Alsultani, Alyaa M Zagzoog

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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

2 authors.

Hala A AlsultaniDepartment of Community Health, Faculty of Applied Medical Sciences, Northern Border University, Arar, Saudi Arabia.
Alyaa M ZagzoogDepartment of Community Health, Faculty of Applied Medical Sciences, Northern Border University, Arar, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background/Objectives: Technological advancements in Saudi Arabia have influenced healthcare delivery, including clinical nutrition practice. This study examined the impact of digital nutrition tools on clinical dietitians' work, focusing on perceived benefits, challenges, and experiences with technology integration. Methods: A mixed-methods design was employed. Quantitative data were collected through a self-developed online survey of senior clinical nutrition students, interns, and practicing clinical dietitians ( Results: Survey participants were predominantly female, Saudi nationals with bachelor's degrees in clinical nutrition and 1 to 5 years of professional experience. Respondents generally agreed on the usefulness of digital tools; however, perceived barriers differed significantly by educational level ( Conclusions: Digital nutrition tools can facilitate aspects of clinical practice, including workflow and patient care. However, balanced use is important to maintain professional competence and preserve critical manual skills, suggesting that technology should complement, rather than replace, core clinical expertise.

Indexed as

artificial intelligenceclinical nutritiondietitiansdigital health adoptionmixed methodsnutrition applicationsreflexive thematic analysis

Identifiers

PMID42500237
PMCPMC13395606

What OpenQuestion holds

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LicenceCC BY
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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.