ArticlePharmacy practice
The impact of a self-management educational program coordinated through WhatsApp on diabetes control.
Article in Pharmacy practice. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 25 papers, 3 of them syntheses that pooled 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.
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.
Empowering Patients With Diabetes and Their Family Members: Assessing the Impact of Free Informative Mobile Messages
Effect of Self-management Education With Ongoing Support Using Social Media on Glycemic Control Among Patients With Diabetes Type 2.
The Effectiveness of Educational Intervention Based on Health Belief Model Delivered Via WhatsApp on Oral Health Knowledge and Behaviors of Individuals With Type 2 Diabetes Mellitus; A Randomized Controlled Trial
Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it, 56 citations in OpenAlex.
- Effectiveness of patient-centred care in self-management of type 2 diabetes: a systematic review and meta-analysis.BMC health services research · 2025Pooled it
- The Effectiveness of Telemedicine Solutions for the Management of Type 2 Diabetes: A Systematic Review, Meta-Analysis, and Meta-Regression.Journal of diabetes science and technology · 2023Pooled it
- The effectiveness of patient-centered care vs. usual care in type 2 diabetes self-management: A systematic review and meta-analysis.Frontiers in public health · 2022Pooled it
- The effect of educational program delivered Whatsapp based on the theory of planned behavior on dietary behaviors of women with prediabetes: a quasi-experimental study.BMC women's health · 2025Trial
- Clinical Impact of Personalized Physician's Education and Remote Feedback Via a Digital Platform on Glycemic Control: Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Effectiveness of a Social Networking Site Based Automatic Mobile Message Providing System on Glycemic Control in Patients with Type 2 Diabetes Mellitus.Endocrinology and metabolism (Seoul, Korea) · 2024Trial
- Trial
- Personalized Digital Health Solutions to Increasing Diabetes-Related Knowledge and Behavioral Outcomes: Results From a Randomized Controlled Trial.JMIR diabetes · 2026Article
- The comparative efficacy of comprehensive self-care interventions in chronic illness: An updated meta-analysis of randomized controlled trials.International journal of nursing studies advances · 2026Review
- Reimagined diabetic care approach: A qualitative study on the acceptability of mhealth interventions in a LMIC.PloS one · 2026Article
- Psycho-social and behavioral trends in Type 2 Diabetes self-management amongst medically underserved patients during the COVID-19 pandemic in an mHealth intervention.medRxiv : the preprint server for health sciences · 2025Article
- Expert Opinion on Optimizing Suboptimal Basal Insulin Titration in India: Addressing Challenges and Leveraging Digital Solutions.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Connecting Health and Technology: Validation of Instant Messaging for Use as Diabetes Mellitus Control Strategy in Older Brazilian Adults.International journal of environmental research and public health · 2025Article
- Health quality management practises for cardiovascular diseases, diabetes, and obesity care in the UAE: a scoping review.Frontiers in public health · 2025Article
- Effect of WhatsApp Messenger-based education on the knowledge of health ambassadors about home care for minor illnesses.BMC health services research · 2024Article
- Effects of an instructional WhatsApp group on self-care and HbA1c among female patients with Type 2 diabetes mellitus.PloS one · 2024Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2024.Diabetes care · 2024Review
- 5. Facilitating Positive Health Behaviors and Well-being to Improve Health Outcomes: Standards of Care in Diabetes-2024.Diabetes care · 2024Review
- Impact of a Digital Atopic Dermatitis Educational Intervention on Hispanic Patients and Family Members.Journal of clinical medicine · 2023Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2023.Diabetes care · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSocial media can effectively mediate digital health interventions and thus, overcome barriers associated with face-to-face interaction.
objectiveTo assess the impact of patient-centered diabetes education program administered through WhatsApp on glycosylated hemoglobin (HbA1c) values, assess the correlation, if any, between health literacy and numeracy on intervention outcomes.
methodsDuring an 'intervention phase' spread over six months, target diabetic patients (N=109) received structured education through WhatsApp as per the American Association of Diabetes Educators Self-Care Behaviors recommendations. The control group with an equal number of participants received 'usual care' provided by health professionals void of the social media intervention. Changes in HbA1c levels were recorded thrice (at baseline, 3 and 6 months) for the test group and twice (baseline and 6 months) for the control group. Change in HbA1c values were compared and statistical significance was defined at p<0.05. Baseline health literacy and diabetes numeracy were assessed for both groups (N=218) using the Literacy Assessment for Diabetes (LAD), and the Diabetes Numeracy Test (DNT), respectively, and values were correlated with HbA1c change p<0.05. Participants' satisfaction with the intervention was also assessed.
resultsThe average age of respondents was 41.98 (SD 15.05) years, with a diabetes history of 10.2 (SD 8.5) years. At baseline, the average HbA1c in the control and test groups were 8.4 (SD 1.06) and 8.5 (SD 1.29), respectively. After six months, a significant drop in HbA1c value was noticed in intervention group (7.7; SD 1.35; p= 0.001); with no significance in the control group (8.4; SD 1.32; p=0.032, paired t-test). Moreover, the reduction in HbA1c was more in the test group (0.7%) than the control group (0.1%) with a difference of 0.6% which is considered clinically significant. There was no significant correlation between LAD score and HbA1c at baseline (r=-0.203, p=0.064), 3 months (r=-0.123, p=0.266) and 6 months (r=-0.106, p= 0.337) Pearson correlation. A similar result was observed with DNT, where DNT score and HbA1c at baseline, 3 months and 6 months showed no correlation (r=0.112, 0.959 and 0.886; respectively) with HbA1c levels. Eighty percent of the respondents found the social media intervention 'beneficial' and suggested it be used long term.
conclusionsDiabetes education via WhatsApp showed promising outcomes regardless of the level of patients' health literacy or numeracy.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.