Type 2 Diabetes Mellitus Risk Factors Based On An Analytical Epidemiology Approach In Community Health Centers
DOI:
https://doi.org/10.59585/ijhs.v3i4.896Keywords:
Type 2 Diabetes Mellitus, Risk Factors, Analytical Epidemiology, Community Health CenterAbstract
Background: Type 2 diabetes mellitus (T2DM) is a chronic disease with increasing prevalence in Indonesia and is a leading cause of morbidity and mortality. According to the 2023 Basic Health Research (Riskesdas), the prevalence of DM in Indonesia has reached 2.3%, with a trend of increasing annually. Community health centers (Puskesmas), as first-level health care facilities, play a crucial role in early detection and control of T2DM risk factors.
Objective: This study aims to analyze the risk factors associated with the incidence of Type 2 Diabetes Mellitus based on an analytical epidemiological approach in the working area of Health Center X.
Methods: The study design used a case-control study approach with a sample size of 100 respondents (50 cases and 50 controls). Independent variables included age, obesity, physical activity, diet, family history, and smoking habits. Data analysis was performed bivariately using the Chi- Square test and multivariately using multiple logistic regression.
Bivariate analysis showed that variables significantly associated with the incidence of Type 2 DM were obesity (p = 0.001), low physical activity (p = 0.003), high-calorie diet (p = 0.002), and family history of DM (p = 0.004). Logistic regression results showed that obesity was the most dominant risk factor with Odds Ratio (OR) = 5.6 (95% CI: 2.1–14.9).
Conclusion: Obesity, low physical activity, high-calorie diet, and family history of DM have been shown to be significant risk factors for the occurrence of Type 2 Diabetes Mellitus. Preventive efforts can be carried out through balanced nutrition education, promotion of physical activity, and early detection in individuals with high-risk factors.
Downloads
References
Arifina Fahamsya, Wahyuni, T., Idris, I., Ardianto, A., Cahyanta, AN, & Wicaksono, RR (2025). Important Efforts in Tackling TB with the Most Effective Strategy to Ensure Adherence to Therapy with Supervision. Sahabat Sosial: Journal of Community Service, 3 (2), 426–433. https://doi.org/10.59585/sosisabdimas.v3i2.638
American Diabetes Association. (2023). Standards of Medical Care in Diabetes - 2023. Diabetes Care, 46(Suppl 1), S1–S154.
Provincial Health Office. (2023). Provincial Health Profile 2023. Jakarta: Ministry of Health of the Republic of Indonesia.
Devito, J. A. (2017). The Interpersonal Communication Book. Pearson Education.
Danurjaya, D., & Solehudin, S. (2024). Nursing Manpower Calculation. JIMAD: Multidisciplinary Scientific Journal, 1 (2), 116–124. https://doi.org/10.59585/jimad.v1i2.281
Guyton, A.C., & Hall, J.E. (2020). Textbooks of Medical Physiology (14th ed.). Elsevier.
International Diabetes Federation (IDF). (2023). IDF Diabetes Atlas (10th ed.). Brussels: IDF.
Ikhsan Ibrahim., Dunggio, ARS, (2025). Diabetes Mellitus Wound Care Education for Families of Sufferers in the Community. Sahabat Sosial: Journal of Community Service, 3 (4), 854–863. https://doi.org/10.59585/sosisabdimas.v3i4.819
Ministry of Health of the Republic of Indonesia. (2023). National Basic Health Research Report (Riskesdas) 2023. Jakarta: Health Research and Development Agency.
Kotler, P. (2020). Principles of Marketing (18th ed.). Pearson.
Lestari, D., & Rahayu, F. (2021). The Relationship between Obesity and the Incidence of Type 2 Diabetes Mellitus at the Ngawi Community Health Center. Journal of Health Research, 10(2), 115–123.
Malaha, N., Rusdi, M., Syafri, M., Pannyiwi, R., Sima, Y., & Rahmat, RA (2022). The Relationship Between Knowledge Level and Smoking Behavior at SMA N 1 Liang, Banggai Islands Regency. Barongko: Journal of Health Sciences, 1 (1), 11–16. https://doi.org/10.59585/bajik.v1i1.17
Purnamasari, A., Saragih, H., Pannyiwi, R., Puspitarini, NA, Makualaina, FN, & Sipahutar, P. (2024). Empowering Students in Improving Knowledge of Healthy Toothbrushing Techniques in The Use of the Tongue Scraper. International Journal of Health Sciences, 2 (2), 687–695. https://doi.org/10.59585/ijhs.v2i2.362
Sari, P., & Kurniawati, R. (2021). Risk Factors for Type 2 Diabetes Mellitus in the Sleman Community Health Center Work Area. Indonesian Midwifery Scientific Journal, 7(1), 44–52.
Suryani, A., Yuliana, D., & Prasetyo, B. (2022). The Relationship between Physical Activity and Diet and the Incidence of Diabetes Mellitus. Journal of Health Epidemiology, 9(3), 210–219.
Saragih, H., Manurung, H., Pannyiwi, R., Hutabarat, E., Rezasyah, T., & Sugiono, M. (2024). Screening of the Film ' Иди и смотри ' by the Embassy of the Russian Federation in Jakarta: Anti-War Struggle in World War II. Sahabat Sosial: Journal of Community Service, 2 (3), 362–372. https://doi.org/10.59585/sosisabdimas.v2i3.363
WHO. (2021). Global Report on Diabetes. Geneva: World Health Organization.
Widyaningsih, L., & Setiawan, I. (2022). The Relationship between Family History and the Incidence of Type 2 Diabetes Mellitus. Jurnal Medika Nusantara, 5(2), 76–83.
Yuliana, M., & Setyawati, N. (2022). Lifestyle and the Incidence of Type 2 Diabetes Mellitus. Nutrition and Health Media, 14(1), 53–61.
Zainuddin, A. (2021). Consumption Patterns and Physical Activity on the Risk of Diabetes Mellitus. Journal of Nursing and Public Health, 12(2), 121–130.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Ikhsan Ibrahim, Arifina Fahamsya, Farida Fakhrunnisa

This work is licensed under a Creative Commons Attribution 4.0 International License.

