Background: Diabetes remains the most prevalent non-communicable disease (NCD) in Padang City, with the highest case burden reported at Belimbing Health Centre (74.3%, or 998 cases). This study aimed to evaluate the effect of mobile-based nutrition education on diabetes knowledge and blood glucose control among patients with type 2 diabetes mellitus.
Methods: A quasi-experimental design was employed involving 66 respondents, using a pre-test–post-test with control group design. Participants were selected through simple random sampling, and the intervention was conducted from December 2024 to July 2025. Data analysis was performed using univariate and bivariate methods.
Results: The intervention demonstrated statistically significant improvements in all outcome variables within the intervention group. The proportion of respondents with good diabetes knowledge increased from 0.0% to 90.9% (p < 0.001) and normal blood glucose levels rose from 27.3% to 81.8% (p < 0.001). In contrast, the control group showed no statistically significant changes across all variables (p > 0.05).
Conclusion: In conclusion, mobile-based nutrition education is effective in improving diabetes knowledge, promoting adherence to recommended dietary patterns, and achieving better glycemic control. This approach represents a practical and scalable educational intervention for supporting self-management of type 2 diabetes mellitus, particularly in primary care settings.
- 1. Viandarisa N, Priyono D. Penggunaan Mobile Health Berbasis Smartphone untuk Meningkatkan Self Management pada Pasien Diabetes Melitus Tipe 2: Literature Review . ProNers. 2022;7:1-18.
- 2. International Diabetes Federation. IDF Diabetes Atlas Ninth Edition 2019. 9th Edn. International Diabetes Federation.; 2019. Accessed November 22, 2024. https://diabetesatlas.org/atlas/ninth-edition/
- 3. Ramadhani NF, Siregar KN, Adrian V, Sari IR, Hikmahrachim HG. Hubungan Aktivitas Fisik dengan Diabetes Melitus pada Wanita Usia 20-25 di DKI Jakarta (Analisis Data Posbindu PTM 2019). Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan. 2022;2(2). doi:10.51181/bikfokes.v2i2.5820
- 4. Wardoyo NB, Kusumo MP. Education Needs Analysis Through Smart-Phone Applications in Changing Knowledge, Attitude, and Behavior among Patients with Diabetes Mellitus. Jurnal Aisyah : Jurnal Ilmu Kesehatan. 2023;8(1). doi:10.30604/jika.v8i1.1512
- 5. Sun H, Saeedi P, Karuranga S, et al. IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045. Diabetes Res Clin Pract. 2022;183:109119. doi:10.1016/j.diabres.2021.109119
- 6. Badan Penelitian dan Pengembangan Kesehatan Kementrian Kesehatan Republik Indonesia. Laporan Riskesdas 2018 Nasional. Published online 2018. Accessed November 22, 2024. https://repository.badankebijakan.kemkes.go.id/id/eprint/3514/
- 7. Badan Penelitian dan Pengembangan Kesehatan Kementrian Kesehatan Republik Indonesia. Laporan Riskesdas Sumatera Barat 2018. Published online 2018. Accessed November 22, 2024. https://repository.badankebijakan.kemkes.go.id/id/eprint/3906/1/LAPORAN%20RISKESDAS%20SUMATRA%20BARAT%202018.pdf
- 8. Dinas Kesehatan. Profil Kesehatan Tahun 2023 (Edisi 2024).; 2024. Accessed November 1, 2024. https://dinkes.padang.go.id/uploads/audios/dinkes_66ceae73612a7.pdf
- 9. Perkumpulan Endokrinologi Indonesia (PERKENI). Pedoman Pengelolaan Dan Pencegahan Diabetes Melitus Tipe 2 Dewasa Di Indonesia.; 2019. Accessed October 25, 2023. https://pbperkeni.or.id/wp-content/uploads/2021/06/Pedoman-Pengelolaan-DM-Tipe-2-Dewasa-di-Indonesia-eBook-PDF.pdf
- 10. Laila MN, Yuniarti Y, Noviardhi A, Prasetya Muninggar DL, Jaelani M. Edukasi Gizi Berbasis Aplikasi Android Meningkatkan Pengetahuan Empat Pilar Penatalaksanaa Diabetes Melitus pada Peserta Prolanis. Jurnal Riset Gizi. 2020;8(1):18-24. doi:10.31983/jrg.v8i1.5516
- 11. Haida N, Putri K, Isfandiari MA. Hubungan Empat Pilar Pengendalian DM Tipe 2 dengan Rerata Kadar Gula Darah. Published online 2013:1-10.
- 12. Relawati A, Syafriati A, Al Hasbi H, Fitria PN. Edukasi pasien chronic kidney disease berbasis aplikasi android : buku saku pasien. JHeS (Journal of Health Studies). 2018;2(2):1-7. doi:10.31101/jhes.408
- 13. Risti KN. Pengaruh Edukasi Gizi melalui Ceramah disertai Game Online terhadap Pengetahuan Gizi dan Pemilihan Makanan Sehat pada Remaja Overweight. Published online 2021:1-14. Accessed November 22, 2024. https://digilib.uns.ac.id/dokumen/detail/84369/Pengaruh-Edukasi-Gizi-Melalui-Ceramah-Disertai-Game-Online-Terhadap-Pengetahuan-Gizi-dan-Pemilihan-Makanan-Sehat-pada-Remaja-Overweight
- 14. Fauziyah RN. Sampling Dan Besar Sampel Bidang Kesehatan Masyarakat Dan Klinis. Cetakan pertama. (Mulyo GPE, ed.). Politeknik Kesehatan Kemenkes Bandung; 2019.
- 15. Rosilawati Tan, I Made Rantiasa, Sarwan Sarwan. Pengaruh Edukasi Media Booklet Terhadap Kepatuhan Diet Pada Penderita Diabetes Melitus Tipe 2 Di Wilayah Kerja Puskesmas Ranomuut. Vitamin : Jurnal ilmu Kesehatan Umum. 2024;1(4):55-64. doi:10.61132/vitamin.v1i4.102
- 16. Imelda S. Faktor-Faktor yang Mempengaruhi Terjadinya Diabetes Melitus di Puskesmas Harapan Raya Tahun 2018. Scientia Journal. 2019;8(1):28-39. doi:https://doi.org/10.5281/scj.v8i1.406
- 17. Saldeva ID, Rohmawati DL, Sa’adah HD. Hubungan Tingkat Pengetahuan dan Kepatuhan Pengobatan Terhadap Kejadian Peningkatan Kadar Gula Darah pada Pasien Diabetes Melitus di Wilayah Kecamatan Ngawi. e-Journal Cakra Medika. 2022;9(1):31. doi:10.55313/ojs.v9i1.88
- 18. Nadrati B, Hajri Z, Suharti S. Gambaran nilai Ankle Brachial Index (ABI) pada penyandang DM Tipe 2 di Puskesmas Gunungsari Lombok Barat . Holistik Jurnal Kesehatan. 2019;13(2):128-135. doi:10.33024/hjk.v13i2.1392
- 19. Anggraeni DE, Darmayanti R, Saputra A, Khasanah U, Hardiyanti A. Hubungan pengetahuan dengan kepatuhan diet pada pasien Diabetes Mellitus Tipe II di RSUD Kota Bandung . Jurnal Keperawatan BSI. 2023;11(2). https://ejurnal.ars.ac.id/index.php/keperawatan/index
- 20. Kaluku K. Pengaruh Edukasi Gizi Terhadap Pengetahuan dan Sikap Pasien Diabetes Mellitus Tipe II. Global Health Science (GHS). 2021;5(3):121. doi:10.33846/ghs5305
- 21. Devina Nur Astiza, Cahyono J, Wahyuningrum DR. The Effect of Nutrition Education Using Leaflet Media on Knowledge of Meal Planning in Type II Diabetes Mellitus Outpatients at the Pasundan Health Center in Samarinda. Formosa Journal of Science and Technology. 2023;2(7):1901-1912. doi:10.55927/fjst.v2i7.5262
- 22. Fitriyani W, Kurniasari R. Pengaruh Media Edukasi terhadap Peningkatan Pengetahuan Pencegahan Diabetes Mellitus pada Remaja. Jurnal Untuk Masyarakat Sehat (JUKMAS) e-ISSN. 2022;6(2):2715-8748. http://ejournal.urindo.ac.id/index.php/jukmas
- 23. Denecke K, Jolo P, Sevinc B, Nussli S. Creating Individualized Education Material for Diabetes Patients Using the eDiabetes Platform. Stud Health Technol Inform. 2019;(260):1-8. Accessed July 3, 2025. https://pubmed.ncbi.nlm.nih.gov/31118312/
- 24. Padliah R, S KE. Hubungan tingkat pengetahuan nutrisi dengan kadar gula darah nuchter post Prandial pada pasien Diabetes Mellitus tipe 2 di Poliklinik Rumah Sakit Islam Sukapura Jakarta Tahun 2019. Afiat : Kesehatan dan Anak. 2019;5(02):59-70. doi:10.34005/afiat.v5i02.2563
- 25. Juhartini J. Hubungan antara frekuensi pemberian konsultasi gizi dengan kepatuhan diet dan kadar gula darah pada Diabetes Tipe 2 di Unit Pelayanan Terpadu Diabetes Melitus Center Kota Ternate. Jurnal Riset Kesehatan. 2018;6(2):35-40. doi:10.31983/jrk.v6i2.2907
- 26. Jati SAY, Setyaji DY, Purnawijayanti HA. The Effect of Family Support in Nutrition Education on Dietary Adherence and Blood Glucose Levels of Type 2 Diabetes Mellitus Inpatients at Panti Rapih Hospital Yogyakarta. Journal of Global Nutrition (JGN). 2024;4(2):358-365.
- 27. Rahayu KB, Dian Saraswati L, Setyawan H. Faktor-faktor yang berhubungan dengan kadar gula darah pada penderita Diabetes Melitus Tipe 2 (Studi di Wilayah Kerja Puskesmas Kedung Mundu Kota Semarang. 2018;6(2):2356-3346. doi:https://doi.org/10.14710/jkm.v6i2.20782.
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
- Satriani Syarif, Titi Purnama, Asni Ramayana Tina, Ilma Septiana, Detection of mtDNA Mutations Using the Amplification Refractory Mutation System-Polymerase Chain Reaction Method in Type II Diabetes Mellitus Patients in Publich Health Center Poasia: Detection of mtDNA Mutations , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 5 No. 2 (2023): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Claudya Putri Azeny, Ade Suzana Eka Putri, Ratno Widoyo, Masrizal, THE FACTORS ASSOCIATE WITH THE INCIDENCE OF TYPE 2 DIABETES MELLITUS IN WOMEN IN THE WORKING AREA OF THE BIARO COMMUNITY HEALTH CENTER : TYPE 2 DIABETES MELLITUS , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Indra Indra, Wa Ode Rahmadania, Asri Dwi Novianti, Nawawi Nawawi, La Ode Ardiansyah, Moh. Nisyar Sy. Abd. Azis, Firmansyah, THE RELATIONSHIP BETWEEN EDUCATION AND KNOWLEDGE ABOUT DIABETES MELLITUS IN THE COASTAL AREA OF LAPULU DISTRICT: DIABETES MELLITUS , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 6 No. 2 (2024): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- La Ode Ardiansyah, Nawawi Nawawi, GIVING RED RICE (ORIZA NIVARA) TO CHANGE GLUCOSE LEVELS IN DIABETES MELLITUS PATIENTS IN KENDARI CITY: Red Rice to Change Glucose Levels , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 3 No. 1 (2021): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Ghaida Fauziyyah Rachmawati, Falaah Abdussalaam, Sali Setiatin, DESIGN OF AN ANDROID-BASED ONLINE REGISTRATION APPLICATION FOR OUTPATIENT SERVICE AT THE NUR ILAHI MENTAL HEALTH CLINIC: ANDROID-BASED ONLINE REGISTRATION APPLICATION , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Hadafiah Hadafiah, Sunarsih Sunarsih, Erwin Azizi Jayadipraja, Putu Suri Saraswati, Sartini Risky, FACTORS RELATING TO THE UTILIZATION OF NCD INTEGRATED POST: Utilization of NCD Integrated Post , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 2 No. 1 (2020): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Roza Mulyana, Dwitya Elvira, Rose Dinda Martini, FACTORS ASSOCIATED WITH MORTALITY OF ELDERLY PATIENTS WITH COVID-19 INFECTION AT M. DJAMIL HOSPITAL, PADANG, WEST SUMATRA, INDONESIA : COVID-19 INFECTION , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Witri Pratiwi, Yogi Puji Rachmawan, Profile Of Congenital Heart Disease (CHD) Patients In Cirebon, Indonesia: Maternal Passive Smoking Risk : Maternal Passive Smoking Risk , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 6 No. 1 (2024): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Rizka Yulia Sary, Helmizar Helmizar, Andani Eka Putra, CORRELATION BETWEEN FOOD QUALITY AND MICROBIOTA PROFILE OF PREGNANT WOMEN IN THE CITY OF PADANG : FOOD QUALITY AND MICROBIOTA PROFILE , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Mukhlis, Syahrial, Frima Elda, Denas Symond, Deni Elnovriza, Eva Yuniritha, ANALYSIS OF PHYSICAL ACTIVITY AND NITRIC OXIDE ON THE INCIDENCE OF HYPERTENSION AMONG THE ELDERLY IN THE WORKING AREA OF NANGGALO PUBLIC HEALTH CENTER IN 2025 : HYPERTENSION AMONG THE ELDERLY , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (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)
- Yozha Ofalitna, Idral Purnakarya, Azrimaidaliza, ANALYSIS OF DETERMINANTS OF WASTING INCIDENCE AMONG CHILDREN AGED 12–59 MONTHS IN THE WORKING AREA OF KAYU GADANG PUBLIC HEALTH CENTER IN 2025 : WASTING INCIDENCE AMONG CHILDREN , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Shintia Perdana, Helmizar , Azrimaidaliza, THE THE EFFECT OF MANJUJAI-BASED PSYCHOSOCIAL STIMULATION EDUCATION USING ANIMATED VIDEO ON THE KNOWLEDGE AND ATTITUDE OF MOTHERS WITH CHILDREN AGED 6–24 MONTHS : PSYCHOSOCIAL STIMULATION EDUCATION , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- Mukhlis, Syahrial, Frima Elda, Denas Symond, Deni Elnovriza, Eva Yuniritha, ANALYSIS OF PHYSICAL ACTIVITY AND NITRIC OXIDE ON THE INCIDENCE OF HYPERTENSION AMONG THE ELDERLY IN THE WORKING AREA OF NANGGALO PUBLIC HEALTH CENTER IN 2025 : HYPERTENSION AMONG THE ELDERLY , INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT (IJHSRD): Vol. 7 No. 2 (2025): INDONESIAN JOURNAL OF HEALTH SCIENCES RESEARCH AND DEVELOPMENT
- 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





