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.
Copyright (c) 2025 INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright Rights & Permissions Guide
Reproducing Published Material from other Publishers
It is absolutely essential that authors obtain permission to reproduce any published material (figures, schemes, tables or any extract of a text) which does not fall into the public domain, or for which they do not hold the copyright. Permission should be requested by the authors from the copyright holder (usually the Publisher, please refer to the imprint of the individual publications to identify the copyright holder).
Permission is required for:
- Your own works published by other Publishers and for which you did not retain copyright.
- Substantial extracts from anyones’ works or a series of works.
- Use of Tables, Graphs, Charts, Schemes and Artworks if they are unaltered or slightly modified.
- Photographs for which you do not hold copyright.
Permission is not required for:
- Reconstruction of your own table with data already published elsewhere. Please notice that in this case you must cite the source of the data in the form of either “Data from…” or “Adapted from…”.
- Reasonably short quotes are considered fair use and therefore do not require permission.
- Graphs, Charts, Schemes and Artworks that are completely redrawn by the authors and significantly changed beyond recognition do not require permission.
Obtaining Permission
In order to avoid unnecessary delays in the publication process, you should start obtaining permissions as early as possible. If in any doubt about the copyright, apply for permission. JNH cannot publish material from other publications without permission.
The copyright holder may give you instructions on the form of acknowledgement to be followed; otherwise follow the style: “Reproduced with permission from [author], [book/journal title]; published by [publisher], [year].’ at the end of the caption of the Table, Figure or Scheme.
Every mansucript should be accompanied by "Copyright Transfer Agreement" prior to the article publication
Similar Articles
- Elsa Widyavihusna, Idral Purnakarya, Azrimaidaliza, DETERMINANTS OF IRON AND FOLIC ACID SUPPLEMENTATION ADHERENCE AND ITS IMPACT ON ANEMIA AMONG PREGNANT WOMEN: A SYSTEMATIC LITERATURE REVIEW : ANEMIA AMONG PREGNANT WOMEN , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 8 No. 1 (2026): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Tasnim Tasnim, THE RELATIONSHIP BETWEEN DEMOGRAPHIC FACTORS AND INDIVIDUAL PERCEPTION ABOUT COVID-19 VACCINES: PERCEPTION ABOUT COVID-19 VACCINES , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 3 No. 1 (2021): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Rince Maripadang, Sunarsih Sunarsih, Sultan Akbar Toruntju, RISK FACTORS OF STUNTING IN THE SUB-DISTRICT OF SOUTH WAKORUMBA MUNA REGENCY: Stunting Risk Factor , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 3 No. 2 (2021): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Hasniah Dina, Apriyanti, Dedi Krismiadi, Nazaruddin, Risk Factors for The Incident of Serotinus Pregnancy in The Lalowaru Health Center Area, North Moramo District: Serotinus Pregnancy , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 6 No. 1 (2024): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Sartini Risky MS, Dewi Sari Pratiwi, Muhammad Ikhsan Akbar, FACTORS ASSOCIATED WITH ELDERLY’S SATISFACTION IN INTEGRATED HEALTH SERVICE POST IN VILLAGE TOBIMEITA DISTRICT OF NAMBO CITY OF KENDARI: Elderly's Satisfaction , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 2 No. 2 (2020): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Fitri Rachmillah Fadmi, La Djabo Buton, DETERMINANT FACTORS OF UNDERNUTRITION IN PETOAHA VILLAGE: PATH ANALYSIS: Path analysis of determinants of undernutrition , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 2 No. 1 (2020): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Jantrisa Maria Magdalena, Imelda Derang, Friska Ginting, The Relationship Between Risky Food Consumption Behavior And The Incidence Of Obesity In The Community Tanjung Anom: Food Consumption Behavior , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 6 No. 1 (2024): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Ishika Ghosh, Dr. Suchismita Sinha, PSYCHOLOGICAL CHARACTERISTICS OF PATIENTS SUFFERING FROM SKIN DISORDERS: SKIN DISORDERS , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 5 No. 2 (2023): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Eka Dharma Marhanto, Anry Hariadhin Depu, Sanitation And Temperature Factors Related To Existence Of Cockroach And Rats Vectors On Passenger Ship In Kendari City Port: Cockroach And Rats Vectors , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 4 No. 2 (2022): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Wa Ode Gustiani Purnamasari, Fauziah Mulanna, Wa Ode Yuliastri, Asfani Yuhadi, IMMUNOMODULATORY POTENTIAL OF ETHANOL EXTRACT OF HENNA LEAF (Lawsonia Inermis L.) AGAINST MACROPHAGE PHAGOCYTOSIS IN MALE MICE (Mus Musculus): EXTRACT OF HENNA LEAF , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 1 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Santi Setiawati, M. Fadhillah, Aljutri, Melsi Pita Sari, Novi Putriana Dewi, Ratno Widoyo, UTILIZATION OF TELEMEDICINE AMONG UNDERGRADUATE STUDENTS AT THE FACULTY OF PUBLIC HEALTH, ANDALAS UNIVERSITY IN PADANG : UTILIZATION OF TELEMEDICINE , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 1 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Wiwid Pramita, Defriman Djafri, Ade Suzana Eka Putri , MULTILEVEL ANALYSIS OF DETERMINANT OF DEATH OF INDONESIAN HAJJ PILGRIMS 2022-2024: DETERMINANT OF DEATH OF INDONESIAN HAJJ PILGRIMS , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Zahriatil Umri, Dien Gusta Anggraini Nursal, Ratno Widoyo, SOCIOECONOMIC ANALYSIS AND PARENTING PATTERNS ON THE INCIDENCE OF STUNTING IN TODDLERS IN AKABILURU DISTRICT, LIMA PULUH KOTA REGENCY: PARENTING PATTERNS ON THE INCIDENCE OF STUNTING , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Auliya Ul-Humami, Dien Gusta Anggraini Nursal, Ratno Widoyo, THE RISK FACTORS FOR WASTING IN CHILDREN AGED 24–59 MONTHS IN RURAL AREAS OF WEST SUMATRA PROVINCE: ANALYSIS OF SKI 2023 DATA : WASTING IN CHILDREN AGED 24–59 MONTHS , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Salsabila Syafni Aulia, Ratno Widoyo, Kamal Kasra, THE RELATIONSHIP BETWEEN COMMUNITY BEHAVIOR IN WASTE MANAGEMENT AND THE INCIDENCE OF DENGUE HEMORRHAGIC FEVER IN INDONESIA: A SYSTEMATIC REVIEW : COMMUNITY BEHAVIOR IN WASTE MANAGEMENT , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 8 No. 1 (2026): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Silvia Amanda Lodi, Ade Suzana Eka Putri, Yeffi Masnarivan, FACTORS ASSOCIATED WITH HEALTH SEEKING BEHAVIOUR OF PNEUMONIA CHILDREN UNDER FIVE IN LUBUK BEGALUNG HEALTH CENTER 2024 : PNEUMONIA CHILDREN UNDER FIVE , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 8 No. 1 (2026): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT





