Evidence map›Paper›PMID 40718399›Full record

ArticleDigital health

Evaluating user satisfaction and engagement in mHealth: Insights from the Integrated Digital Health Engagement Model (IDHEM).

Hind Mashan Alshammari, Reem Iafi Almutairi, Asma Yahya Ghazwani, Ronal Surya Aditya

Abstract read
In one paragraph

Article in Digital health. 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

4 authors.

Hind Mashan AlshammariGeneral Directorate Contact Center (GDCC) Department in Riyadh, Ministry of Health (MOH), Riyadh, Saudi Arabia.
Reem Iafi AlmutairiPublic Health and Health Informatics College, University of Hail, Hail, Saudi Arabia.ORCID https://orcid.org/0000-0003-4367-3937
Asma Yahya GhazwaniGeneral Directorate Contact Center (GDCC) Department in Riyadh, Ministry of Health (MOH), Riyadh, Saudi Arabia.
Ronal Surya AdityaFaculty of Nursing, Universitas Jember, Jember, Indonesia.ORCID https://orcid.org/0000-0002-4118-7233

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In recent years, mobile health (mHealth) applications have revolutionized healthcare by improving accessibility, boosting patient engagement, and simplifying health management processes. However, despite their increasing popularity, there is still a significant lack of understanding regarding how demographic factors shape user perceptions and interactions with these tools. Objective: This research aims to assess user satisfaction and the perceived value of the Sehhaty app among residents of Hail City, Saudi Arabia, while also examining how demographic variables influence user engagement. The findings emphasize the necessity of incorporating demographic insights into the design of mHealth applications and introduce the Integrated Digital Health Engagement Model (IDHEM) as a novel theoretical framework. Method: A cross-sectional study design was implemented, using an electronic survey distributed to 333 users of the Sehhaty app. The survey evaluated key aspects such as ease of use, user satisfaction, system information organization, and perceived usefulness. Convenience sampling was utilized to ensure participation from a wide range of demographic groups. Descriptive statistics and Pearson correlation analysis were conducted to explore the relationships between demographic characteristics and user perceptions. Results: The study revealed high levels of user satisfaction, with 94% of participants reporting that the app was easy to use, resulting in an overall satisfaction score of 4.56 out of 5. Significant correlations were identified between demographic factors like age, gender, and employment status, suggesting that personalized development approaches can significantly enhance user engagement. Conclusion: The Sehhaty app shows great promise in enhancing healthcare access and management, especially among younger and female users. The findings underscore the importance of considering demographic factors in the design of mHealth applications to better meet diverse user needs. Additionally, this study introduces the IDHEM, providing a new framework for understanding user behavior and guiding the development of future digital health solutions.

Indexed as

healthcare accessibilityintegrated digital health engagement modelmHealth applicationsSehhaty appuser satisfaction

Identifiers

PMID40718399
PMCPMC12290358

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.