Evidence map›Paper›PMID 42293721›Full record

ArticleSaudi medical journal2026

Evaluation of Raqeem Health Information System in Primary Healthcare Centers in Makkah, Saudi Arabia, Using the DeLone and McLean Information System Success Model.

Ali M Alzahrani, Holly C Felix

Abstract read
In one paragraph

Article in Saudi medical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

Ali M AlzahraniAssociate Professor, Department of Health Administration and Hospitals, Faculty of Public Health and Health Informatics, Umm Al-Qura University, Makkah, Kingdom of Saudi Arabia.ORCID 0000-0001-8849-9675
Holly C FelixRetired Professor, Ponca, Arkansas, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To evaluate the implementation of Raqeem, a new Electronic Health Information Systems (EHIS) implemented at primary healthcare centers (PHCs) in Makkah. Implementing EHIS requires huge investments, making evaluation of systems success important. Methods: In this cross-sectional survey design study, a developed questionnaire guided by DeLone and McLean Information System success model (D&M model) was used to collect data from PHCs' providers. Descriptive and structural equation modeling (SEM) techniques were performed to describe and examine the association between the model's constructs and assess Raqeem success. Results: A total of 490 providers submitted completed records and were included in this study. The SEM revealed that system quality is significantly and positively associated with use (β = 0.38, p <0.001) and user satisfaction (β = 0.13, p <0.001); information quality is significantly and positively associated with use (β = 0.33, p <0.001) and user satisfaction (β = 0.13, p <0.001); and service quality is significantly and positively associated with use (β=0.23, p <0.001) and user satisfaction (β = 0.08, p = 0.003). Use of the system was significantly and positively associated with user satisfaction (β = 0.40, p <0.001) and perceived net benefits (β = 0.34, p <0.001). Finally, user satisfaction was significantly and positively associated with perceived net benefits (β = 0.73, p <0.001). Conclusion: This evaluation showed overall positive views suggesting implementation success. However, lower scores were observed for service quality, suggesting a need to address that component. Our study also found support for the D&M model of EHIS system implementation.

Indexed as

Health Information SystemsPrimary Health CareCross-Sectional StudiesHumansSaudi ArabiaSurveys and QuestionnairesEHISImplementationRaqeem

Identifiers

PMID42293721
PMCPMC13264153

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LicenceCC BY-NC
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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.