Evidence map›Paper›PMID 42857695›Full record

ArticlePatient preference and adherence2026

Medication Adherence Among Adults with Diabetes in Jazan, Saudi Arabia: Role of Pharmacist Support and Digital Health.

Fatimah Mohammed Sahli, Mansour Almuqbil, Sara Alrouwaijeh, Ayat Ahmad Alhazmi, Sharifah Jaber Alraythi, Salma Mohammed Alattas, Raghad Hamdan Meshari, Revan Hassan Kharizi, Amnah Ali Hadi Mobaraki, Osaylah Mohammed Alshlali and 4 more

Abstract read
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Article in Patient preference and adherence, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Fatimah Mohammed SahliDepartment of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Riyadh, Saudi Arabia.
Mansour AlmuqbilDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
Sara AlrouwaijehCorporate of Pharmacy Services, King Saud University Medical City, Riyadh, Saudi Arabia.
Ayat Ahmad AlhazmiCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Sharifah Jaber AlraythiCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Salma Mohammed AlattasCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Raghad Hamdan MeshariCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Revan Hassan KhariziCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Amnah Ali Hadi MobarakiCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Osaylah Mohammed AlshlaliCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Lamis Mohammed MoafaCollege of Pharmacy, Jazan University, Jazan, Saudi Arabia.
Rehab Ali ShwiaDiabetic and Endocrine Center, Jizan General Hospital, Jizan, Saudi Arabia.
Rafiulla GilkaramenthiDepartment of Emergency Medical Services, College of Applied Sciences, AlMaarefa University, Diriyah, Riyadh, 13713, Saudi Arabia.ORCID 0000-0001-6061-9401
Syed Mohammed Basheeruddin AsdaqDepartment of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Riyadh, Saudi Arabia.ORCID 0000-0003-1533-9667

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Medication adherence is critical for achieving optimal glycemic control and preventing diabetes-related complications. However, poor adherence remains a major barrier to effective diabetes management worldwide. Evidence regarding factors associated with medication adherence among adults with diabetes in Saudi Arabia remains limited. This study aimed to assess medication adherence among adults with diabetes and examine associations of sociodemographic, clinical, pharmacist-related, and digital health factors with adherence levels. Methods: A cross-sectional study was conducted among adults with type 1 or type 2 diabetes attending a specialized diabetes center in Jazan, Saudi Arabia, during February-March 2025. Participants were recruited using non-probability convenience sampling. Of 489 patients approached, 388 completed the questionnaire, yielding a response rate of 79.3%. Data were collected using a bilingual (Arabic/English) electronic questionnaire. Medication adherence was assessed using the 8-item Morisky Medication Adherence Scale (MMAS-8). Descriptive statistics, bivariate analyses, correlation analysis, and multinomial logistic regression were performed using IBM SPSS Statistics version 27. Results: Overall, 77.1% of participants demonstrated low medication adherence, while 16.5% and 6.4% demonstrated moderate and high adherence, respectively. In the adjusted multinomial logistic regression model, higher satisfaction with the current diabetes management plan was significantly associated with greater odds of moderate adherence (OR=1.650, 95% CI: 1.212-2.245, P=0.001) and high adherence (OR=2.038, 95% CI: 1.165-3.565, P=0.013) compared with low adherence. Insulin use was associated with moderate vs low adherence (OR=2.175, 95% CI: 1.008-4.692, P=0.048), but not with high adherence. Participants who did not use mobile applications or digital health tools had higher odds of high vs low adherence than those who used such tools (OR=2.685, 95% CI: 1.007-7.154, P=0.048). Age and comorbid conditions were not significantly associated with adherence level in the adjusted model. Frequency of pharmacist consultation was significant overall (P=0.001), although individual category comparisons did not demonstrate a consistent pattern across adherence levels. Multicollinearity diagnostics indicated no problematic collinearity (VIF=1.04-1.34; tolerance ≥0.75). Conclusion: Medication adherence was predominantly low among study participants. Higher satisfaction with diabetes management was consistently associated with greater adherence, while insulin use and digital health tool use showed category-specific associations. The unexpected association between digital-tool non-use and high adherence should be interpreted cautiously and does not establish a causal effect of digital technology on adherence. Further longitudinal and prospective studies are warranted to clarify these associations and determine how structured pharmacist engagement and personalized digital-health strategies can be optimally incorporated into patient-centered diabetes care.

Indexed as

diabetes mellitusdigital healthmedication adherenceMorisky Medication Adherence Scalepatient satisfactionpharmacist supportSaudi Arabia

Identifiers

PMID42857695
PMCPMC13651746

What Socratic holds

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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 Socratic graph.