Evidence map›Paper›PMID 40270505›Full record

ArticleFrontiers in medicine2025

Barriers to the utilization of the Sehaty mobile health application in Saudi Arabia: a cross-sectional survey of non-healthcare users.

Haitham Alzghaibi

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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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

1 author.

Haitham AlzghaibiDepartment of Health Informatics, College of Applied Medical Sciences, Qassim University, Buraydah, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Mobile health (mHealth) applications have the potential to enhance healthcare accessibility and management. However, several barriers continue to hinder their widespread adoption. In Saudi Arabia, the Sehaty app plays a critical role in national digital health efforts, yet little is known about the challenges faced by non-healthcare users. Methods: A cross-sectional survey was conducted among 403 non-healthcare users of the Sehaty app. Data were collected using a structured, validated questionnaire assessing ten categories of barriers: technical limitations, usability challenges, accessibility constraints, privacy and security concerns, communication and interaction difficulties, functionality restrictions, user satisfaction deficits, cost-related issues, time and productivity constraints, and inadequate support and training. Descriptive statistics, correlation analysis, and group comparisons using one-way ANOVA and t-tests were performed. Results: Technical issues such as frequent crashes and slow response times were reported as the most prominent barriers, significantly affecting user satisfaction. Usability challenges, including unintuitive navigation, were also widely reported. Privacy and security concerns-particularly regarding transparency and data protection-were major deterrents to app use. Accessibility constraints were more pronounced among older adults and those with disabilities, often compounded by limited support and training. Time inefficiencies and limited app functionality further reduced engagement. Cost-related barriers were minimal. Correlation analysis revealed strong associations among technical, usability, and functionality barriers, while demographic comparisons showed no significant differences across user groups. Discussion: The findings underscore the need for comprehensive improvements to enhance the Sehaty app's usability, reliability, security, and accessibility. Addressing these challenges through technical optimisation, user-centred design, enhanced data protection, and targeted training can support broader adoption and align the app's development with Saudi Arabia's Vision 2030 digital health goals.

Indexed as

barrierscross-sectionalmHealthSehaty appsurvey

Identifiers

PMID40270505
PMCPMC12014757

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.