Background: The global prevalence of type 2 diabetes mellitus is steadily increasing, with a particularly notable rise among women. This study aims to identify factors associated with type 2 diabetes mellitus among women in the working area of Biaro Public Health Center.
Methods: A case-control study design was employed, involving 50 women diagnosed with type 2 diabetes mellitus (cases) and 50 women without type 2 diabetes mellitus (controls), selected randomly from the same population. Data were analyzed using both bivariate and multivariate statistical methods to determine significant predictors of type 2 diabetes mellitus.
Results: Bivariate analysis revealed significant associations between type 2 diabetes mellitus with age, family history of diabetes, level of education, physical activity, and stress (p < 0.05). Multivariate analysis identified that low physical activity as the most influential risk factor.
Conclusion: These findings highlight the urgent need for targeted health promotion strategies—particularly in the Biaro Public Health Center area— behavioral interventions such as physical activity on high-risk groups to effectively reduce the incidence of type 2 diabetes mellitus among women.
- 1. Saraswati MR. Diabetes Melitus Adalah Masalah Kita [Internet]. yankes.kemkes.go.id2022;Available from: https://yankes.kemkes.go.id/view_artikel/1131/diabetes-melitus-adalah-masalah-kita
- 2. Organization WH. Diabetes Key Fact [Internet]. who.int2023;Available from: https://www.who.int/news-room/fact-sheets/detail/diabetes
- 3. Pahlevi R. Jumlah Penderita Diabetes Indonesia Terbesar Kelima di Dunia [Internet]. databoks.katadata.co.id2021;Available from: https://databoks.katadata.co.id/datapublish/2021/11/22/jumlah-penderita-diabetes-indonesia-terbesar-kelima-di-dunia#:~:text=Pada 2021%2C
- 4. Federation ID. Diabetes Around The World In 2021 [Internet]. diabetesatlas.org2021;Available from: https://diabetesatlas.org/
- 5. Federation ID. Diabetes Atlas Global [Internet]. diabetesatlas.org2021;Available from: https://diabetesatlas.org/data/en/world/
- 6. Federation ID. Type 2 Diabetes [Internet]. idf.orgAvailable from: https://idf.org/about-diabetes/type-2-diabetes/
- 7. Kesehatan K. Survei Kesehatan Indonesia (SKI) 2023 dalam Angka. 2023.
- 8. KW A, L M, H J. Sex Differences in Type 2 Diabetes. Cardiovasc Med 2023;26(3):96–9.
- 9. Ciarambino T, Crispino P, Leto G, Mastrolorenzo E, Para O, Giordano M. Influence of Gender in Diabetes Mellitus and Its Complication. Int J Mol Sci 2022;23(16):1–13.
- 10. Kesehatan Sumatera Barat D. Profil Kesehatan Sumatera Barat Tahun 2021. 2021.
- 11. Kesehatan Sumatera Barat D. Profil Kesehatan Sumatera Barat Tahun 2022. 2022.
- 12. Agam DK. Profil Dinas Kesehatan Agam Tahun 2022. 2022;
- 13. Agam DK. Profil Dinas Kesehatan Agam Tahun 2020. 2020.
- 14. Agam DK. Profil Dinas Kesehatan Agam Tahun 2021. 2021.
- 15. Isnaini N, Ratnasari R. Faktor Risiko Mempengaruhi Kejadian Diabetes Mellitus Tipe Dua. J Kebidanan dan Keperawatan Aisyiyah 2018;14(1):59–68.
- 16. Sundayana, I Made. Rismayanti, I Dewa Ayu. Devi IAP. Penurunan Kadar Gula Darah Pasien DM Tipe 2 dengan Aktivitas Fisik. J Keperawatan Silampari [Internet] 2021;140(1):6. Available from: http://dspace.ucuenca.edu.ec/bitstream/123456789/35612/1/Trabajo de Titulacion.pdf%0Ahttps://educacion.gob.ec/wp-content/uploads/downloads/2019/01/GUIA-METODOLOGICA-EF.pdf%0Ahttp://dx.doi.org/10.1016/j.fishres.2013.04.005%0Ahttps://doi.org/10.1038/s41598-
- 17. Harris ML, Oldmeadow C, Hure A, Luu J, Loxton D, Attia J. Stress Increases the Risk of Type 2 Diabetes Onset in Women : A 12-Year Longitudinal Study using Causal Modelling. 2017;1–13.
- 18. Arania R, Triwahyuni T, Prasetya T, Cahyani SD. Hubungan Antara Pekerjaan Dan Aktivitas Fisik Dengan Kejadian Diabetes Mellitus Di Klinik Mardi Waluyo Kabupaten Lampung Tengah. J Med Malahayati 2021;5(3):163–9.
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