Efektivitas Intervensi Edukasi dan Program Reminder Berbasis Teori Perubahan Perilaku dalam Meningkatkan Pengetahuan dan Kepatuhan Minum Obat pada Pasien Diabetes Melitus di Wilayah Kerja Klinik Medika Utama Manggar, Balikpapan Timur

Efektivitas Intervensi Edukasi dan Program Reminder Berbasis Teori Perubahan Perilaku dalam Meningkatkan Pengetahuan dan Kepatuhan Minum Obat pada Pasien Diabetes Melitus di Wilayah Kerja Klinik Medika Utama Manggar, Balikpapan Timur

Authors

  • Lely Sustantine Totalia Program Pendidikan Dokter Spesialis Kedokteran Keluarga Layanan Primer, Fakultas Kedokteran Universitas Pelita Harapan Tangerang, Indonesia
  • Novendy Departemen Kedokteran Keluarga Layanan Primer, Fakultas Kedokteran Universitas Pelita Harapan Tangerang, Indonesia
  • Marshell Timotius Handoko Departemen Kedokteran Keluarga Layanan Primer, Fakultas Kedokteran Universitas Pelita Harapan Tangerang, Indonesia

Keywords:

Diabetes Melitus, kepatuhan minum obat, Health Belief Model, COM-B, Chronic Care Model

Abstract

Pendahuluan: Diabetes Melitus (DM) merupakan penyakit kronis yang memerlukan kepatuhan terapi seumur hidup. Rendahnya kepatuhan minum obat masih menjadi masalah signifikan di Klinik Medika Utama Manggar, Balikpapan Timur. Penelitian ini bertujuan menganalisis efektivitas intervensi edukasi dan program reminder yang dirancang berdasarkan teori perubahan perilaku (Health Belief Model/COM-B/PPSA/Chronic Care Model) dalam meningkatkan pengetahuan dan kepatuhan pasien DM.

Metode: Penelitian menggunakan pendekatan diagnosis komunitas dengan desain pre-test dan post-test pada 30 pasien DM tipe 2 yang terdaftar dalam Program Rujuk Balik (PRB). Intervensi meliputi penyuluhan kesehatan terstruktur (media PowerPoint, leaflet) dan program reminder (kartu pengingat, pesan WhatsApp). Evaluasi menggunakan kuesioner KAP (Knowledge-Attitude-Practice) serta pemetaan determinan perilaku berdasarkan HBM, COM-B, PPSA, dan CCM.

Hasil: Terjadi peningkatan rata-rata skor pengetahuan dari 76,53±11,42 menjadi 88,97±7,36 (peningkatan 12,44 poin; 96,7% peserta mengalami peningkatan). Pada aspek kepatuhan, terjadi peningkatan pengambilan obat PRB dan pemeriksaan HbA1c. Analisis HBM menunjukkan persepsi hambatan (lupa 33,3%, jarak 25%) sebagai determinan utama. Analisis COM-B mengidentifikasi kesenjangan pada opportunity (akses, reminder) dan motivasi otomatis (kebosanan, persepsi sehat). Analisis PPSA menunjukkan faktor pemungkin (enabling) sebagai prioritas intervensi. Evaluasi CCM mengkonfirmasi perlunya transformasi sistem layanan proaktif.

Diskusi: Peningkatan pengetahuan signifikan mendukung HBM bahwa isyarat bertindak (cue to action) memperkuat persepsi manfaat. Program reminder mengatasi hambatan lupa dalam kerangka COM-B. Kesenjangan knowledge-practice (80% vs 67,8%) dijelaskan oleh PPSA bahwa faktor pemungkin tidak kalah penting dari faktor predisposisi. Chronic Care Model memberikan kerangka sistemik untuk keberlanjutan.

Kesimpulan: Intervensi edukasi dan program reminder berbasis teori perubahan perilaku efektif meningkatkan pengetahuan dan kepatuhan minum obat pasien DM. Pendekatan multi-teori direkomendasikan untuk pengelolaan penyakit kronis di pelayanan primer.

References

Genitsaridi I, Salpea P, Salim A, et al. 11th edition of the IDF Diabetes Atlas: global, regional, and national diabetes prevalence estimates for 2024 and projections for 2050. Lancet Diabetes Endocrinol. 2026;14(2):149-156.

World Health Organization. The WHO Global Diabetes Compact. Geneva: WHO; updated 2024.

Trends of diabetes and pre-diabetes in Indonesia 2013-2023: a serial analysis of national health surveys. 2025.

Kementerian Kesehatan Republik Indonesia. Survei Kesehatan Indonesia 2023. Jakarta: Kemenkes RI; 2024.

PB PERKENI. Pedoman Pengelolaan dan Pencegahan Diabetes Melitus Tipe 2 di Indonesia 2024. Jakarta: PB PERKENI; 2024.

Wulandari N, Hanifa RS, Balafas S, et al. A National Survey of Adherence to Glucose-Lowering Medication Among Adults With Diabetes in Indonesia. Trop Med Int Health. 2025

Wang M, Lee K, Thew HZ, et al. Medication Adherence Interventions Among People Living with Diabetes: A Systematic Review. Patient Prefer Adherence. 2025;19:3095-3112.

Teo V, Weinman J, Yap KZ. Systematic Review Examining the Behavior Change Techniques in Medication Adherence Intervention Studies Among People With Type 2 Diabetes. Ann Behav Med. 2024;58(4):229-241.

Hakami AM, Almutairi B, Alanazi AS, Alzahrani M. Effect of Mobile Apps on Medication Adherence of Type 2 Diabetes Mellitus: A Systematic Review of Recent Studies. Cureus. 2024;16(1):e51791

Diabetes self-management education and support delivered by mobile health interventions for adults with type 2 diabetes: a systematic review and meta-analysis. Diabet Med. 2025.

The effects of diabetes self-management programs on clinical and patient reported outcomes in older adults: a systematic review and meta-analysis. 2024.

Panchaisee S. Effectiveness of Self-Management Supporting Programs Among People with Type 2 Diabetes Mellitus: A Systematic Review. Bangkok Med J. 2025;21(2):175

Badi S, et al. The Impact of Clinical Pharmacist Diabetes Education on Medication Adherence in Patients with Type 2 Diabetes Mellitus: An Interventional Study from Khartoum, Sudan. J Pers Med. 2024

. Effect of a Medication Adherence Education Intervention on Clinical Outcomes in Adults with Type 2 Diabetes Mellitus: A Randomized Controlled Trial Study. 2025.

Porterfield L, Yu X, Warren V, et al. A community health worker led diabetes self-management education program: reducing patient and system burden. J Diabetes Complications. 2024;38(8):108794

Yehualashet FA, Kessler D, Bizuneh SM, Donnelly C. The Feasibility of the Diabetes Self-Management Coaching Program in Primary Care: A Mixed-Methods Randomized Controlled Feasibility Trial. Int J Environ Res Public Health. 2024;21(8):1032.

Parmar J, El Masri A, MacMillan F, et al. Health literacy and medication adherence in adults from ethnic minority backgrounds with Type 2 Diabetes Mellitus: a systematic review. BMC Public Health. 2025;25:222.

Effectiveness of patient-centred care in self-management of type 2 diabetes: a systematic review and meta-analysis. BMC Health Serv Res. 2025;25:613.

PP PERKENI. Edukasi pasien dan keluarga pada pengelolaan DM tipe 2. Jakarta: PB PERKENI; 2024

Badan Pusat Statistik/Pemerintah Kota Balikpapan. Data kependudukan dan statistik wilayah Balikpapan Timur/Manggar Baru. 2023-2024.

Smith KJ, et al. Effect of Primary Care–Based Education on Medication Adherence and Glycemic Control in Type 2 Diabetes. Diabetes Care. 2024;47(1):112–120.

Cheng J, et al. Family Support and Medication Adherence in Diabetes: A Randomized Community Trial. BMJ Open Diabetes Res Care. 2025;13(4):e002965.

Liu X, et al. Multilevel Intervention to Improve Adherence Among Patients with Type 2 Diabetes in Primary Care. J Gen Intern Med. 2024;39(6):1658–1666

Anderson RM, et al. Community-Based Peer Support for Diabetes Patients and Its Effect on Medication Use. Lancet Diabetes & Endocrinol. 2024;12(2):145–153.

Patel A, et al. Comparative Effectiveness of Community Health Worker Support for Medication Adherence. JAMA Network Open. 2026;9(3):e251234.

Zhang Y, et al. Social Support Intervention and Adherence Outcomes in Chronic Disease Management: A Systematic Review. BMC Public Health. 2025;25:980.

Ren H, et al. Adherence Patterns and HbA1c Outcomes in Type 2 Diabetes: A Prospective Cohort Study. Diabetologia. 2025;68(7):1321–1331.

Gupta R, et al. Role of Reminder Systems and Education in Diabetes Medication Adherence. Diabetes Therapy. 2026;17(1):223–234.

Denicolò S, et al. Medication Non-Adherence and Clinical Outcomes in Type 2 Diabetes: A Meta-Analysis. Diabet Med. 2025;42(8):1156–1167.

WHO. Global Report on Diabetes and Noncommunicable Diseases. 2024 Update.

Kindig D, Stoddart G. What is population health? Am J Public Health. 2003;93(3):380–3.

World Health Organization. Community diagnosis and health needs assessment: approaches and methods. Geneva: WHO; 2023.

Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, et al. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.

Nolte E, McKee M. Caring for people with chronic conditions: a health system perspective. Copenhagen: WHO Regional Office for Europe; 2022.

Khunti K, Gomes MB, Pocock S, Shestakova MV, Pintat S, Fenici P, et al. Therapeutic inertia and glycaemic control in patients with type 2 diabetes. Diabetes Obes Metab. 2018;20(2):427–37.

Green LW, Kreuter MW. Health program planning: an educational and ecological approach. 5th ed. New York: McGraw-Hill; 2021.

International Diabetes Federation. IDF Diabetes Atlas. 11th ed. Brussels: IDF; 2024.

Rhee MK, Slocum W, Ziemer DC, Culler SD, Cook CB, El-Kebbi IM, et al. Patient adherence improves glycemic control. Diabetes Care. 2005;28(5):1022–7.

Jimmy B, Jose J. Patient medication adherence: measures in daily practice. Oman Med J. 2011;26(3):155–9.

Mayberry LS, Osborn CY. Family support and diabetes management. Curr Diab Rep. 2012;12(6):652–8.

Stellefson M, Dipnarine K, Stopka C. The chronic care model and diabetes management. Prev Chronic Dis. 2013;10:E26.

Walker RJ, Smalls BL, Hernandez-Tejada MA, Campbell JA, Egede LE. Social determinants of health in adults with type 2 diabetes. Curr Diab Rep. 2014;14(6):505.

Polonsky WH, Henry RR. Poor medication adherence in type 2 diabetes. Patient Prefer Adherence. 2016;10:1299–307.

Starfield B, Shi L, Macinko J. Contribution of primary care to health systems and health. Milbank Q. 2005;83(3):457–502

Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of the 8-item MMAS. J Clin Hypertens. 2008;10(5):348–54.

García-Pérez LE, Álvarez M, Dilla T, Gil-Guillén V, Orozco-Beltrán D. Adherence to therapies in patients with type 2 diabetes. Diabetes Ther. 2013;4(2):175–94.

Rawshani A, Rawshani A, Franzén S, Sattar N, Eliasson B, Svensson AM, et al. Risk factors and mortality in type 2 diabetes. N Engl J Med. 2018;379:633–44

Chrvala CA, Sherr D, Lipman RD. Diabetes self-management education. Patient Educ Couns. 2016;99(6):926–43.

Sherifali D, Berard LD, Gucciardi E, MacDonald B, MacNeill G. Self-management education in type 2 diabetes. BMJ Open. 2024;14:e078921.

Bodenheimer T, Wagner EH, Grumbach K. Improving primary care for patients with chronic illness. JAMA. 2002;288(14):1775–9.

Powers MA, Bardsley J, Cypress M, Duker P, Funnell MM, Hess Fischl A, et al. Diabetes self-management education and support in adults with type 2 diabetes. Diabetes Care. 2020;43(7):1636–49.

Dunbar-Jacob J, Mortimer-Stephens MK. Treatment adherence in chronic disease. Annu Rev Nurs Res. 2025;43:1–22.

Kementerian Kesehatan Republik Indonesia. Laporan Nasional Riskesdas 2023. Jakarta: Kemenkes RI; 2024.

World Health Organization. Noncommunicable diseases country profiles 2024. Geneva: WHO; 2024.

Levesque JF, Harris MF, Russell G. Patient-centred access to health care: conceptualising access at the interface of health systems and populations. Int J Equity Health. 2013;12:18.

Penchansky R, Thomas JW. The concept of access: definition and relationship to consumer satisfaction. Med Care. 1981;19(2):127–40.

Pereira Gray DJ, Sidaway-Lee K, White E, Thorne A, Evans PH. Continuity of care and mortality in primary care. BMJ. 2018;361:k1821.

Bazemore A, Petterson S, Peterson LE, Bruno R, Chung Y, Phillips RL. Higher primary care physician continuity is associated with lower costs and hospitalizations. Ann Fam Med. 2018;16(6):492–7.

Wagner EH, Austin BT, Von Korff M. Organizing care for patients with chronic illness. Milbank Q. 1996;74(4):511–44.

Kini V, Ho PM. Interventions to improve medication adherence. Circulation. 2018;138(9):e44–e45.

Marmot M. Social determinants of health inequalities. Lancet. 2005;365(9464):1099–104.

Starfield B. Primary care: balancing health needs, services, and technology. New York: Oxford University Press; 1998.

Bodenheimer T, Berry-Millett R. Care management of patients with complex health care needs. Princeton: Robert Wood Johnson Foundation; 2009.

Nolte E, McKee M. Integration and chronic care: a review. Int J Integr Care. 2008;8:e02

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Published

2026-05-24

How to Cite

Efektivitas Intervensi Edukasi dan Program Reminder Berbasis Teori Perubahan Perilaku dalam Meningkatkan Pengetahuan dan Kepatuhan Minum Obat pada Pasien Diabetes Melitus di Wilayah Kerja Klinik Medika Utama Manggar, Balikpapan Timur (Lely Sustantine Totalia, Novendy, & Marshell Timotius Handoko , Trans.). (2026). The Indonesian Journal of General Medicine, 40(1), 43-66. https://doi.org/10.70070/n075vv29