Impact of self-care training on prediabetes prevention among UIN Jakarta employees The Role of Public Health Pharmacy in Education and Monitoring

Main Article Content

Barita Juliano Siregar
Almahdy A
Almasdy, D.
Syamsuddin, A
Betha, O. S
Rohaedi, E

Abstract

Prediabetes is a preclinical condition with a high risk of progressing to type 2 diabetes. This study evaluated an eight-week self-care training program among UIN Jakarta employees, facilitated by Public Health Pharmacy and integrating Avicenna’s classical health principles with WhatsApp-based digital education. A quasi-experimental pre–post design without a control group was applied to 39 participants meeting prediabetes criteria. Clinical parameters assessed included random blood glucose (RBG), systolic blood pressure (SBP), body mass index (BMI), and waist circumference (WC), along with self-care practices using the Indonesian version of the Diabetes Self-Management Questionnaire (DSMQ). Data were analyzed using Wilcoxon signed-rank test and Cohen’s dz effect size. Significant improvements were observed in SBP (dz = -0.530), BMI (dz = -0.253), WC (dz = -0.320), and DSMQ score (dz = +0.793), while RBG showed no significant change. These findings support a culturally relevant, cost-effective model for workplace-based prediabetes prevention. In line with American Diabetes Association (ADA) 2025 Standards of Care, the approach emphasizes person-centered Diabetes Self-Management Education and Support (DSMES) and team-based support; European Society of Cardiology (ESC) 2024 guidelines align the observed SBP reduction with recommended targets after lifestyle intervention. Future programs should extend duration and adopt hybrid delivery for optimal glycemic control.

Article Details

How to Cite
Siregar, B. J., A, A., Almasdy, D., A, S., Betha, O. S., & Rohaedi, E. (2026). Impact of self-care training on prediabetes prevention among UIN Jakarta employees: The Role of Public Health Pharmacy in Education and Monitoring. Jurnal Sains Farmasi & Klinis, 12(3), 206–216. https://doi.org/10.25077/jsfk.12.3.206-216.2025
Section
Research Articles
Author Biographies

Almahdy A, Faculty of Pharmacy, Universitas Andalas, Padang, Indonesia

  translator       Double-click   Select to translate

 

  translator       Double-click   Select to translate

 

  translator       Double-click   Select to translate

 

 

Almasdy, D. , Faculty of Pharmacy, Universitas Andalas, Padang, Indonesia

  translator       Double-click   Select to translate

 

 

Syamsuddin, A, Department of Islamic Philosophy, UNIDA Gontor, Indonesia

  translator       Double-click   Select to translate

 

  translator       Double-click   Select to translate

 

 

References

[1]. Ministry of Health of the Republic of Indonesia. (2025). Non-Communicable Disease Screening (NCD). Ministry of Health of the Republic of Indonesia

[2]. American Diabetes Association. (2024). Standards of Care in Diabetes – 2025. Diabetes Care, 48(Supplement_1), S128-S145. https://doi.org/10.2337/dc25-S006

[3]. International Pharmaceutical Federation (FIP). (2023). Community Pharmacy Insights: Supporting the Need for Self-Care. FIP Multinational Needs Assessment Programme. https://www.fip.org/file/5710

[4]. Ministry of Health of the Republic of Indonesia. (2021). National Guidelines for Medical Services for the Management of Hypertension in Adults. Not. HK.01.07/MENKES/4634/2021

[5]. Ministry of Health of the Republic of Indonesia. (2024). Obesity Cognition. Ministry of Health of the Republic of Indonesia

[6]. Gultom, A.B., & Indrawati, A. (2020). Self-management education in improving self-efficacy and quality of life for diabetics. Journal of Community Service in Health, 2(2), 32-38.

[7]. Israfil. (2025)., Community Nursing, D., Health, F., Technology and Health Bali, I. Mohammadiyah Journal of Nursing Intervention in the Control of Blood Glucose Instability in the Care of Type 2 Diabetes Patients in the Community: A Review of the Literature of Israfil 1. In the Journal of Nursing Muhammadiyah (Volume 10, Edition 1).

[8]. Anderson, M., & Thompson, H. (2018). Lose weight wisely. Directorate General of Advanced Health. Directorate General of Advanced Health

[9]. Triwinarto, A., Muljati, S., & Jahari, A. (2017). Body mass index and abdominal circumference as indicators of diabetes and hypertension risk. Basic Health Research. https://doi.org/10.22435/pgm.v35i2.3381.119-135

[10]. Balgis, B., Handyani, S., Somardiano, S., & Tuvan, N.K. (2023). Evaluation of self-care activities using the Diabetes Self-Management Questionnaire in diabetic Patients. Journal of Public Health, https://journal.unnes.ac.id/nju/index.php/kemas/article/view/40355

[11]. Vinci, A., Losonzi, A., & Stodder, A. (2020). Validity of the Diabetes Self-Management Questionnaire (DSMQ) in Hungarian patients with type 2 diabetes. Health Outcomes and Quality of Life , 18(344).

[12]. Márkus, B., Hargittay, C., Iller, B., Rinfel, J., Bencsik, P., Oláh, I., Kalabay, L., & Vörös, K. (2022). Validation of the revised Diabetes Self-Management Questionnaire (DSMQ-R) in the primary care setting. BMC Primary Care, 23(2). https://doi.org/10.1186 s12875-021-01615-5

[13]. Novianti, L. W., Sorianto, & Rahman, R. T. (2024). Improve patient self-care behaviors through diabetes self-management education and support. Journal of Health Media , Padjadjaran University.

[14]. Schmidt, A., Garr, A., Hermans, N., Kolzer, B., Hooper, J., & Haack, T. (2013). Diabetes Self-Management Questionnaire (DSMQ): Development and Evaluation of Tools to Evaluate Diabetes Self-Care Activities Related to Glycemic Control. Health Outcomes and Quality of Life, 11, 138. Https://hqlo.biomedcentral.com/articles/10.1186/1477-7525-11-138, https://doi.org/10.1186/1477-7525-11-138

[15]. American Diabetes Association. (2024). Standards of Care in Diabetes – 2025. Diabetes Care, 48(Supplement_1), S128-S145. https://doi.org/10.2337/dc25-S006

[16]. Ministry of Health of the Republic of Indonesia. (2023). Guidelines for Diabetes Management in Primary Health Facilities. Jakarta: Ministry of Health of the Republic of Indonesia.

[17]. Sudarianto, BA, et al. (2023). Effects of a personalized intervention program on the reduction of blood glucose levels and diabetes among people with diabetes in Indonesia: a randomized controlled trial. Journal of Approaches, 18(1), 61-69. Https://doi.org/10.20473/jn.v18i1.42714

[18]. Kim, S. H., et al. (2020). The effect of lifestyle modification programs on blood glucose regulation and obesity indicators in patients with type 2 diabetes. Journal of Diabetes and Metabolism , Article ID PMC7502894. [PMC link: PMC7502894].

[19]. Pranata, S., Wu, SFV, Wang, TJT, Liang, S.Y., Pestara, D.N., Zhuang, Y.H., Lu, K.C. (2023). Effects of a personalized intervention program on the reduction of blood glucose levels and diabetes among people with diabetes in Indonesia: a randomized controlled trial. Journal of Physical Medicine , 18(1), 71-79. Https://doi.org/10.20473/jn.v18i1.42714

[20]. Jones, D.J., Hartmann-Boyce, J., Gibb, S.A., & Aviard, P. (2014). Diet or diet plus exercise versus usual weight loss treatment in overweight or obese adults: a systematic review with meta-analysis. American Journal of Preventive Medicine, 47(4), 418-431. https://doi.org/10.1016/j.amepre.2014.05.020

[21]. Liu, Y., Zhang, H., & Chen, L. (2024). Psychological interventions and glycemic control among adults with T2 blood sugar: a randomized trial. ChronicDiseasePrevention,21(1),1-10. https://doi.org/10.1016/j.pcd.2024.09.006

[22]. Azmiardi. (2025). Validation and reliability of the Indonesian version of the Diabetes Self-Management Questionnaire (DSMQ) in prediabetes patients in primary services. JP3I: Journal of Indonesian Psychology and Education Measurement, 14(1), 57–78.

[23]. Cornelius, A. (2018). Reliability and validity of the Diabetes Management Self-Efficacy Scale (DMSES) in the Indonesian context. Journal of Health Psychology, 23(4), 512–520.

[24]. Putunanga, R., Siregar, B. J., & Arif, S. (2025). Revised DSMQ-R: Adaptation and validation for primary practice in Indonesia. JP3I: Journal of Indonesian Psychology and Education Measurement, 14(1), 96–115. [Azmiardi, 2025; Putunanga et al., 2025]

[25]. Budiono, A., & Prasetia, D. (2022). The accuracy of the Wilcoxon test in longitudinal clinical data measurement. Journal of Health Statistics and Methodology, 10(2), 88–95. [Budiono & Prasetia, 2022]

[26]. Putri, O. P. K. Z. (2021). The effect of self-efficacy, social support, and emotion regulation on self-care behavior of people with diabetes mellitus. Thesis. Faculty of Psychology, UIN Syarif Hidayatullah Jakarta. https://repository.uinjkt.ac.id/dspace/bitstream/123456789/78349/1/OCTAVIA%20PUTRI%20KARTIKA%20ZANDRA-FPSI.pdf

[27]. ASHP Statement on the Pharmacist’s Role in Public Health, (2021) https://www.ashp.org/-/media/assets/policy-guidelines/docs/statements/pharmacists-role-public-health.pdf

[28]. Strand, M. A., & Miller, D. R. (2014). Pharmacy and public health: A pathwayforward.Journal of the American Pharmacists Association, 54(3), 243–246. https://doi.org/10.1331/JAPhA.2014.13145

[29]. World Health Organization & International Pharmaceutical Federation. (2011). Joint FIP/WHO Guidelines on Good Pharmacy Practice. WHO TechnicalReportSeries,No.961,Annex8. https://www.who.int/docs/default-source/medicines/norms-and-standards/guidelines/distribution/trs961-annex8-fipwhoguidelinesgoodpharmacypractice.pdf

[30]. Wood M et al. (2024). ADA Standards of Care DSMES update. https://doi:10.2337/dc25-SREV

[31]. CDC (2024). National Standards for DSMES. Available at: https://www.cdc.gov/diabetes/dsmes-toolkit/national-standards.html.