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All Journal GEMA TEKNOLOGI METANA Bioma : Berkala Ilmiah Biologi Jurnal Pendidikan Bahasa dan Sastra Indonesia Undiksha JURNAL HUTAN LESTARI Edutech Widya Warta JRMA (Jurnal Riset Manajemen dan Akuntansi) Jurnal Kedokteran dan Kesehatan : Publikasi Ilmiah Fakultas Kedokteran Universitas Sriwijaya Medical Journal of Indonesia Jurnal Ilmu Kesehatan Masyarakat Majalah Obat Tradisional Jurnal Dinamika Pengabdian (JDP) Biomedical Journal of Indonesia Journal of Biology Education Journal of Industrial Engineering Management Jurnal Ilmiah Kebijakan Hukum EDUHUMANIORA: Jurnal Pendidikan Dasar Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri Jurnal Teknik Industri : Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik Industri Syifa' MEDIKA: Jurnal Kedokteran dan Kesehatan Jurnal Analisis Bisnis Ekonomi Media Ilmu Kesehatan Journal TEPAT: Teknologi Terapan untuk Pengabdian Masyarakat Proceedings of the International Conference on Applied Science and Health SRIWIJAYA JOURNAL OF MEDICINE Jurnal Entomologi Indonesia Journal of Physical Education and Sports Barometer Medical Technology and Public Health Journal Magistra Andalusia : Jurnal Ilmu Sastra Community Development Journal Jurnal Ilmu Manajemen Jurnal Ilmiah Teknik Industri ad-Dawaa : Journal of Pharmaceutical Sciences Buletin KKN Pendidikan Unnes Law Journal JURNAL USM LAW REVIEW Jurnal Pengabdian Masyarakat: Humanity and Medicine KESANS : International Journal of Health and Science Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Jurnal Penelitian Sains dan Pendidikan (JPSP) Journal of Lex Philosophy (JLP) Arif: Jurnal Sastra dan Kearifan Lokal Barakuda 45 Semarang Law Review Jurnal Hukum Prioris Jurnal Pengmas Kestra (JPK) Prosiding Seminar Nasional dan Call For Paper Kebidanan Universitas Ngudi Waluyo Abjad : Journal of Humanities & Education Jurnal Multidisiplin Indonesia Jurnal Penelitian dan Pengkajian Ilmiah COSMOS Al-Iqro' CHI JOURNAL OF Community Health Issues
Dwi Handayani
Program Studi Doktoral Ilmu-Ilmu Teknik, Fakultas Teknik, Universitas Gadjah Mada
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

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FAKTOR RISIKO KANKER PAYUDARA PADA WANITA DI RSUD PANEMBAHAN SENOPATI BANTUL Kartika Rukmi, Dwi; Handayani, Dwi
Jurnal Media Ilmu Kesehatan Vol 3 No 3 (2014): Media Ilmu Kesehatan
Publisher : Universitas Jenderal Achmad Yani Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (315.279 KB)

Abstract

Background: The incidence of breast cancer is increasing, particularly in previously low incidence areas such as Asia. In fact in Indonesia, it is considered as the leading cancer among women in certain metro such as Yogyakarta. The exact etiology of breast cancer remains unknown but the risk factors responsible for the causation of breast cancer may be population specific. Identifying these factors holds great promise in reducing the incidence, morbidity and mortality due this disease. Objective: To unveil risk factors related to breast cancer cases in Panembahan Senopati Hospital of Bantul. Methods: This study applied case control study method with 33 respondents for either case group or control group involved inclusion criteria. Data were surveyed by using a purposeful questionnaire and data of breast cancer cases was attained from patient?s medical record. Data analysis applied Chi-Square (?=0.05) and double logistic regression. Results: Risk factors related to breast cancer cases according to multivariable analysis were; age of first pregnancy >30 years old (OR: 44,67;CI: 3,25?614,11; p=0,004), Parity History >2 children (OR: 10,07;Cl:1,59?63,91; p=0,014), age of menarche <12 (OR : 15,84; CI: 1,27?198,29;p=0,032), age of menopause >55 years old (OR: 0,007;CI: 0,00?0,18; p=0,003), and history of benign tumor infection (OR:62,15;CI: 3,33?1158,97; p=0,006). History of benign tumor infection was the risk factor with the most significant influence. The result of dual variable test with chi-square described a relation between age >30 years old, history of exclusive breastfeeding, radiation exposure, family history, and application of hormonal contraceptive. Conclusions: Risk factors that had relations to breast cancer cases were age of first pregnancy >30 years old, parity history >2 children, age of menarche <12 years old, age of menopause >55 years old, and history of benign tumor infection. Keywords: Breast cancer, risk factors
PERFORMANSI GURU DALAM PEMANFAATAN KETERAMPILAN MENGADAKAN VARIASI PADA PEMBELAJARAN BAHASA INDONESIA DI KELAS X SMA NEGERI 1 BLAHBATUH Handayani, Dwi
Jurnal Pendidikan Bahasa dan Sastra Indonesia Undiksha Vol 1, No 5 (2013)
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jjpbs.v1i5.577

Abstract

PERFORMANSI GURU DALAM PEMANFAATAN KETERAMPILAN MENGADAKAN VARIASI PADA PEMBELAJARAN BAHASA INDONESIA DI KELAS X SMA NEGERI 1 BLAHBATUH oleh   Ni Gusti Made Dwi Handayani 0712011003 Jurusan Pendidikan Bahasa dan Sastra Indonesia Fakultas Pendidikan Bahasa dan Seni, Universitas Pendidikan Ganesha   ABSTRAK   Penelitian ini bertujuan untuk mendeskripsikan (1) variasi-variasi yang dimunculkan guru bahasa Indonesia ketika mengajar, (2) performansi guru dalam pemanfaatan keterampilan mengadakan variasi pada pembelajaran bahasa Indonesia, (3) kendala-kendala yang dihadapi guru dalam memanfaatkan keterampilan mengadakan variasi pada pembelajaran bahasa Indonesia, (4) usaha guru mengatasi masalah yang dihadapi dalam mengadakan variasi pada pembelajaran bahasa Indonesia di kelas X SMA Negeri 1 Blahbatuh. Penelitian ini menggunakan rancangan deskriptif kualitatif. Pengumpulan data dilakukan dengan observasi, kuesioner, dan wawancara. Data dianalisis dengan langkah sebagai berikut: reduksi, penyajian, dan penyimpulan/verifikasi. Hasil penelitian ini menunjukkan bahwa performansi guru dalam pemanfaatan keterampilan mengadakan variasi ketika mengajar di kelas X SMA Negeri 1 Blahbatuh bervariasi yakni (1) variasi gaya mengajar yang meliputi variasi suara, pemusatan perhatian, kontak pandang, perubahan posisi, kesenyapan, gerak dan mimik, (2) variasi penggunaan media dan bahan ajar yang meliputi variasi visual (papan tulis, power point, buku teks), audio (rekaman, suara langsung yang digunakan guru serta suara siswa), dan taktil, (3) variasi pola interaksi dan kegiatan siswa yang meliputi pola interaksi satu arah, dua arah, dan multi arah. Kendala yang dihadapi oleh guru dalam mengadakan variasi yakni (1) perhatian siswa yang menurun, (2) kurangnya partisipasi siswa, (3) kurangnya waktu untuk menambah materi pelajaran, (4) kesulitan mendapatkan media. Usaha yang dilakukan guru dalam mengatasi masalah yang dihadapi dalam pemanfaatan keterampilan mengadakan variasi yakni (1) memvariasikan gaya mengajar, (2) mengadakan diskusi kelompok dan memberikan penguatan berupa hadiah, (3) menyuruh siswa mencari materi terkait melalui internet, toko buku ataupun mengunjungi perpustakaan, (4) saling tukar atau meminta media pembelajaran dengan guru sejawat dari sekolah yang sama atau dari sekolah lain. Kata kunci: performansi, keterampilan, variasi, pembelajaran, bahasa Indonesia
KEJADIAN SKABIES BERDASARKAN PEMERIKSAAN DERMOSKOP, MIKROSKOP DAN SKORING DI PONDOK PESANTREN AL ITTIFAQIAH Miftahurrizqiyah, Miftahurrizqiyah; Prasasti, Gita Dwi; Anwar, Chairil; Handayani, Dwi; Dalilah, Dalilah; Aryani, Indah Astri; Ghifari, Ahmad
Syifa'Medika Vol 10, No 2 (2020): Syifa' MEDIKA: Jurnal Kedokteran dan Kesehatan
Publisher : Faculty of Medicine

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32502/sm.v10i2.1972

Abstract

ABSTRAK Skabies merupakan penyakit kulit akibat arthopod, spesies Sarcoptes scabiei, dengan gejala klinis berupa rasa gatal dan lesi polimorfik berupa eritem, papul, nodul, atau pustula. Penyakit tular ini berhubungan dengan rendahnya higienitas perorangan dan kebiasaan bertukar barang. Faktor lain yang berperan yaitu rendahnya sosial ekonomi dan sanitasi lingkungan. Skabies memiliki prevalensi tinggi di negara tropis dan berkembang, salah satunya Indonesia. Pesantren merupakan tempat potensial bagi transmisi penyakit kulit, terutama skabies, karena memiliki lingkungan tempat tinggal yang padat. Penelitian ini bersifat deskriptif dengan desain potong lintang dan dilakukan pada bulan Oktober hingga Desember 2018. Data diambil dari semua santri yang menderita penyakit skabies. Prevalensi skabies sebesar 112 (4,4%) dengan jumlah subjek terbanyak berjenis kelamin perempuan 78 (69,6%). Lesi skabies positif secara dermokopis terdapat pada 53 subjek (47%), sedangkan positif secara mikroskopis sebanyak 19 subjek (17%). Skabies yang masih terdiagnosis mencerminkan rendahnya tingkat sanitasi dan higienitas para santri dalam mencegah penyakit kulit menular seperti skabies.   ABSTRACT Scabies is a skin disease due to arthopod, a species of Sarcoptes scabiei, with clinical symptoms of itching and polymorphic lesions in the form of erythema, papules, nodules, or pustules. This contagious disease is associated with low personal hygiene and habits of exchanging goods. Other factors that play a role are low socioeconomic and environmental sanitation. Scabies has a high prevalence in tropical and developing countries, one of which is Indonesia. Pesantren is a potential place for the transmission of skin diseases, especially scabies, because it has a dense residential environment. This research is a descriptive cross-sectional design and was conducted in October to December 2018. Data were taken from all students suffering scabies. The prevalence of scabies was 112 (4.4%) with the highest number of female subjects was 78 (69.6%). Dermocopically positive scabies lesions were found in 53 subjects (47%), while microscopically positive were 19 subjects (17%). Scabies that are still diagnosed reflect the low level of sanitation and hygiene of students in preventing infectious skin diseases such as scabies. Keywords : skin disease, scabies, pesantren.
DEBIT AIR SUNGAI MELANCAR DI KAWASAN LINDUNG GUNUNG LONCEK KECAMATAN ANJONGAN KABUPATEN PONTIANAK Sutrisnawati, Ana; Handayani, Dwi; Latifah, Siti
JURNAL HUTAN LESTARI Vol 3, No 3 (2015): JURNAL HUTAN LESTARI
Publisher : Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jhl.v3i3.12306

Abstract

In addition, water is non biological factor from the forest that has an important role, especially for people who lived in that area. The availability of the water in one area have to be describe to explore that the potential and availability of the water in the area. For Melancar river, there’s no research about the availability of the river water. This research aims to study water debit of Melancar river in protected area of Gunung Loncek in Kecamatan Anjongan Kabupaten Pontianak in rainy and dry. It also explain the condition of vegetation in Gunung Loncek. The results show that water debit of Melancar river in dry days was 0,0278 m3/s and the debit in rainy days was 0,0392 m3/s. The function of the forest in Gunung Loncek area is important to manage water availability, it is shown by the difference of the Melancar river’s debit value between rainy and dry days is not too far evently it is significantly different. The availability of the Melancar river’s water is still good enough and it still can supply  people who lived in Melancar river area for their daily used. Keywords : Water Debit, The Melancar River, availability.
PREVALENSI PENDERITA KATARAK DENGAN DIABETES MELITUS DI RS SRIWIJAYA PALEMBANG TAHUN 2019 Gusmana, Danti Iwan; Erna, Riani; Handayani, Dwi
Sriwijaya Journal of Medicine Vol. 3 No. 2 (2020): Sriwijaya Journal of Medicine
Publisher : Fakultas Kedokteran Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32539/SJM.V3I2.122

Abstract

Abstract Prevalence Of Cataract Patients With Diabetes Mellitus In Sriwijaya Palembang Hospital 2019.Cataracts are opacities that occurs in the eye lens and thus block light entering the eye. Indonesia's population has a tendency to suffer cataracts 15 years sooner than the population in the subtropics. Approximately 16-22% of cataract surgery patients under 55 years old. Patients with diabetes mellitus 4.9 times higher risk of developing cataracts. Data from the Ministry of Health in 2014 said that the prevalence of cataract in the province of South Sumatra in 2013 was recorded at 1.7%. Research shows 31.4% of cataract patients with diabetes mellitus. This study aimed to determine the prevalence of cataract patients with diabetes mellitus in hospital Sriwijaya Palembang in 2019.This research is a descriptive survey method. The study population was all patients with cataract were hospitalized in the Hospital Eye Clinic Sriwijaya many as 494 and as many as 101 used as a sample with a total sampling technique. Observed data from medical records of patients in hospital medical record Installation Sriwijaya period of January - September 2019.The results showed that cataract patients with diabetes mellitus, the most suffered by women were 60 (60.4%), age group 56-65 years (39.6%), history of diabetic retinopathy NPDR types of 7 people (6.9% ), the type of PDR of 4 people (4.0%), postoperative visual acuity of cataract with good category 57 (56.4%), while 20 (19.8%), and worse 24 (23.8%). The prevalence of cataract patients with diabetes mellitus in hospital Sriwijaya Palembang in 2019 amounted to 20.44%.
Peningkatan Hasil Belajar IPA dengan Modifikasi Literasi Sains dan Bridge Card pada Pokok Bahasan Kelangsungan Hidup Makhluk Hidup Handayani, Dwi
Jurnal Penelitian Sains dan Pendidikan (JPSP) Vol 1, No 2 (2021)
Publisher : Institut Agama Islam Negeri Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (443.565 KB) | DOI: 10.23971/jpsp.v1i2.3321

Abstract

Penelitian ini bertujuan untuk meningkatkan  hasil belajar IPA siswa kelas IXA MTsN 4 Ngawi pada pokok bahasan kelangsungan hidup makhluk hidup melalui modifikasi literasi sains dan bridge card. Jenis penelitian ini merupakan penelitian tindakan kelas. Teknik pengumpulan data menggunakan angket, observasi dan tes. Jumlah putaran dalam penelitian tindakan kelas sebanyak dua siklus yang terdiri dari tahap perencanaan, tindakan, observasi dan refleksi. Adapun teknik analisis data menggunakan deskriptif analitik. Hasil penelitian menemukan bahwa model pembelajaran dengan memodifikasi literasi sains dan bridge card memiliki dampak positif dalam meningkatkan kemampuan siswa pada materi Kelangsungan Hidup Makhluk Hidup di kelas IX E MTsN 4 Ngawi yang ditandai dengan peningkatan ketuntasan belajar siswa dalam setiap siklus.  Pada siklus I siswa secara klasikal keberhasilan belajar siswa mencapai 66,66 %, sedangkan siklus II mencapai 83,33 %,. Siklus I belum mencapai kriteria ketuntasan sedangkan siklus II telah mencapai kriteria ketuntasan dengan kenaikan 16,67%. Pada siklus I hasil pengamatan menyatakan bahwa rata-rata aktivitas siswa masih kurang (76,5%). Pada siklus II rata-rata aktivitas siswa sudah mencapai kategori aktif (90%). Terjadi peningkatan aktivitas siswa sebesar 13,34%. Peningkatan ini terutama pada aktivitas diskusi antar siswa dan kemauan siswa dalam menyampaikan pendapatnya. Hal Ini menunjukkan siswa semakin termotivasi dalam belajar IPA pada materi Kelangsungan Hidup Makhluk Hidup.
PERBEDAAN DAYA TETAS TELUR NYAMUK Aedes aegypti PADA TIGA JENIS AIR PERINDUKAN Lestari, Alin Puja Dewi; Handayani, Dwi; Prasasty, Gita Dwi; Dalilah, Dalilah; Pariyana, Pariyana
Syifa'Medika Vol 12, No 2 (2022): Syifa' MEDIKA: Jurnal Kedokteran dan Kesehatan
Publisher : Faculty of Medicine

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32502/sm.v12i2.4003

Abstract

Demam Berdarah Dengue adalah penyakit yang disebabkan oleh virus dengue dan ditularkan oleh nyamuk Aedes aegypti. Nyamuk Ae. aegyptimeletakkan telurnya di berbagai penampungan air sebagai tempat perindukan di sekitar kawasan rumah penduduk. Penelitian ini bertujuan untuk mengetahui perbedaan daya tetas telur nyamuk Ae. aegypti pada tiga jenis air (air sumur, air hujan, dan air PAM). Penelitian ini adalah penelitian eksperimental dengan desain Post Test Only with Control Group Design. Sampel penelitian berupa telur nyamuk Ae. aegypti yang diperoleh dari Lokalitbang Baturaja dan tiga jenis air yang diambil dari rumah warga di sekitar Kelurahan Kebun Bunga Kecamatan Sukarami Kota Palembang. Data diperoleh dengan melakukan pengamatan langsung terhadap penetasan telur nyamuk Ae. Aegypti di ketiga air tersebut yang dilakukan sebanyak enam kali pengulangan. Hasil yang diperoleh dianalisis dengan menggunakan uji normalitas Saphiro Wilk, Kruskal Wallis, T-test dan Mann-Whitney.Hasil penelitian didapatkan air sumur merupakan jenis air dengan jumlah penetasan tertinggi yaitu sebanyak 48 butir (26,66%), dan paling sedikit air PAM (2,7%). Terdapat perbedaan yang signifikan daya tetas telur nyamuk Ae. aegypti pada tiga jenis air (p<0,05). Temuan ini memberikan informasi kepada masyarakat mengenai tempat potensial perindukan nyamuk Ae. aegypti sehingga dapat mengambil tindakan pemberantasan tempat perindukan.
Breaking Boundaries: A Comparative Analysis of Weak vs. Strong Bases in Eugenol Isolation from Syzygium aromaticum (L.) Merr. & LM Perry Handayani, Dwi; Sitindaon, Rina SE; Hidayati, Nurul; Setiawansyah, Arif
Ad-Dawaa: Journal of Pharmaceutical Sciences Vol. 6 No. 2 (2023)
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/djps.v6i2.47483

Abstract

Eugenol, a phenolic compound classified within the phenylpropanoid group, stands out as a key constituent of clove oil, boasting a myriad of biological activities. Its isolation typically involves the utilization of an alkaline solution, yet the choice of alkaline agent significantly impacts the yield of eugenol. This study delves into the impact of various alkaline solutions on the isolated eugenol content from Syzygium aromaticum essential oil, leveraging its acidic properties to form a soluble eugenol salt in an aqueous medium. Employing alkaline solutions with a concentration of 1 N, including both strong bases (such as KOH, NaOH, and Ba(OH)₂) and weak bases (like Ni(OH)₂, Al(OH)₃, and Zn(OH)₂), we scrutinized the diverse outcomes on eugenol content. Results revealed that KOH yielded the highest eugenol content at 96.91%, while Zn(OH)₂ displayed the lowest at 20.99%. Nevertheless, the potential of weak alkaline solutions in the eugenol isolation process from Syzygium aromaticum essential oil remains noteworthy. Future endeavors should focus on optimizing the ideal concentration of weak alkaline solutions for this purpose.
WhatsApp sebagai media Literasi Penyebaran Pengetahuan Jamu Tradisional di Masa Pandemi Ratna, Sri Ratnawati; Handayani, Dwi; Suroyo; Anggaeni, Bea; Chasanah, Ida Nurul
Arif: Jurnal Sastra dan Kearifan Lokal Vol 3 No 2 (2024): Arif: Jurnal Sastra dan Kearifan Lokal
Publisher : Fakultas Bahasa dan Seni

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/Arif.032.08

Abstract

This article about knowledge of healthy drinks that send from whatsapp groups in time of Covid-19. The recipes using spices as an examples of participation of housewifes in maintaining immune sytem against Corona virus. The recipes sent in whatsapp groups is heritage of culture tradition from Indonesian tribes that transmitted from mouth to mouth, but when social distancing applied, that knowledge transmitted via whatsapp. This article also note that Covid-19 awaken of importance how to make healthy drinks to housewifes. If each housewifes can make healthy drinks using spices, than it can give birth of healthy generations. By analizing content that contain experience at interpret of Covid-19 based of individual or collective experience. Makalah ini membicarakan tentang kemunculan pengetahuan minuman sehat (health drink) yang dikirimkan lewat whatsapp grup di masa Covid 19. Resep-resep minuman berbahan rempah sebagai contoh partisipasi ibu rumah tangga dalam menjaga imunitas tubuh agar mampu melawan virus corona yang mematikan. Resep-resep minuman sehat yang dikirimkan ke sesama anggota merupakan warisan dari pengetahuan adat suku-suku bangsa Indonesia yang dulunya transmisikan dari mulut ke mulut namun disaat diberlakukannya social distancing pengetahuan tersebut di transmisikan lewat whatsapp. Selain ini dalam makalah ini juga mencatat bahwa Covid-19 menyadarkan akan pentingnya ketrampilan membuat minumam sehat pada masing-masing ibu rumah tangga. Jika masing-masing ibu rumah tangga traampil menyajikan minuman sehat berbahan rempah, niscaya akan melahirkan generasi bangsa yang sehat. Dengan menanganlisis konten yang berisi pengalaman seseorang dalam menginterpetasi Covid-19 berdasarkan pengalaman pribadi maupun pengalaman kolektif.
Regional Cluster Analysis in East Java Province Based on Non-Communicable Disease Using Fuzzy C-Means Handayani, Dwi; Fasya, Abdul Hakim Zakkiy; Ibad, Mursyidul; Budiarti, Tamara Nur
TEKNOLOGI MEDIS DAN JURNAL KESEHATAN UMUM Vol 8 No 2 (2024): Medical Technology and Public Health Journal September 2024
Publisher : Universitas Nahdlatul Ulama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33086/mtphj.v8i2.5568

Abstract

East Java has a prevalence of NCD exceeding the national average. Limited information on the disease clustering makes less optimal policy-making for preventing and controlling. This study aims to cluster areas and identify NCD risk factors. The study used secondary data from Basic Health Research in 2018. The data was analyzed using FCM. There were 3 clusters resulting from this research. In Cluster 1, the average proportion of all NCD's and 33.33% of the NCD's risk factors exceeds the average proportion of the province. In Cluster 2, the average proportion of 1 NCD and 77.78% of the NCD's risk factors exceeds the average proportion of the province. In Cluster 3, all NCD's have an average proportion less than the average proportion in the province and 22.22% of the NCD's risk factors have an average proportion exceeding the average proportion in the province. Cluster 1 is the cluster with the average proportion of NCD's exceeding the average proportion of NCD's in the province and the highest among the other clusters. Cluster 2 is a cluster with an area with risk factors for NCD's with the highest average proportion of the different clusters.  Keywords: NCDs, analysis cluster, fuzzy c-means
Co-Authors -, Nilda . Wahyuni, . A. Besse Riyani Indah Abdul Mun’im Afif, Klarissa Afifah, Widiyanti Afriyani, Luvi Dian Agung Setyo Sasongko Agus Aan Adriansyah Ahmad Ghiffari Ahmad Zulfikar Al-Faris, Muhammad Nadhori Faqih Ana Sutrisnawati, Ana Anggaeni, Bea Anggista, Giovani Angrayni, Septi Ayu Anindya Ardiansari Anna S. Ranti, Anna Annisa Kartika Sari Anuhgera, Diah Evawanna Apriani, Ratna Agil Ardiayasari, Anindya Arif Setiawansyah Armin Darmawan Aryani, Indah Astri Astuti, Septi Kusuma Avianto, Primadi Ayu, Friska Azhari, Dalilah Bahar, Ferialdy Idhar Basuki, Demas Emirbuwono Berampu, Sabirin Bintang, Siti Sarah Bintang, Siti Sarah Bintang Sarah BJ, Muhammad Facheruddin Budiastuti Cahyo, Winda Nur Calista, Dea Chairil Anwar Dalilah Dalilah Damayanti Damayanti Dessidianti, Rachma Dewi, Novita Puspita Diyono Ikhsan Dwi Budi Santoso Dwi Handayani Ella Amalia, Ella Eristi, Bella Etik Wahyuningsih Fadhlu Ridho, Muhammad Fahmal, A. Muin Fahmi Arifan Fani, Reisa Hesti Farid Mardin Fasa, S.T., M.T., Nadia Fasya, Abdul Hakim Zakkiy Fathia, Rizky Amelia Ferry Dwi Cahyadi Firdausi, Nur Haliza FS Nugraheni S Ghifari, Ahmad Gita Dwi Prasasty Gracea Petricka Gusmana, Danti Iwan Halim, Anriz Nazaruddin Hanafi, Rosmalina Hanistya, Ria Haris Wibisono Harun Joko Prayitno Haryanto, Didid Herlindah, Herlindah Herra Studiawan Ibnurizq, Muhammad Isnanda Ida Nurul Chasanah Ikhsan, Triananda Shafira Irnanda, Andi Irpandi, Irpandi IRWAN SETIAWAN Isnaeni Istifaiyah, Amanatul Iswardani, Ratih Izzulhaq, Muhammad Agung Jannah, Neisya Rachmah Raudhatul Karnoto, K Khairani, Attina Kristalia, Mareska Reggina Kuara Jangga Uma, Wilhelmus Kuncoro, Teguh Laila Faizah Achmad, Laila Faizah Laila Faizah, Laila Lallo, Polina Lestari, Alin Puja Dewi Lestari, Riska Yulia Ayu Lisdiana Lisdiana Lusia Hayati, Lusia M. Fauzi Maghfiroh Rahayu Nindatama, Maghfiroh Rahayu Malik Ibrahim Margaretha TS, Margaretha Martadiansyah, Abarham Miftahul Jannah Miftahurrizqiyah, Miftahurrizqiyah Minsih Mohamad Endy Y Yulianto Muchtar, Warni Muhammad Ilyas Muhammad Irsan Saleh Muhammad Rusman Mujimin, Mujimin Mukarim, Rifki Nurul Mulyadi Mulyadi Murni Murni Mursyidul Ibad Murwanti Muskhofah Oviyanti Muzakky, Fuad Nahrani, Ulya Nawi, Syahruddin Nourma Rhomadhoni, Muslikha Novera Herdiani, Novera Nur Faridhotul Khasanah, Alfin Nur Hidayati Nurhidayah Nurhidayah Nurin Fitria, Halla Nurjannah, Elok Siti Nursaid, Muhammad Nurul Hidayati Oktariana, Desi Oktaviany Irma Wiputri Pangestu, Ilyas Teguh Parenreng, Syarifuddin Mabe pariyana, Pariyana Prasasti, Gita Dwi Pratiwi Puji Lestari Pristi, Eka Destriyanto Puji, Pratiwi Purnomo, Abdul Harits Puspita, Mawar Ratna, Sri Ratnawati Ratnasari Diah Utami Riani Erna, Riani Rico Vendamawan RINA SE SITINDAON Ritonga, Nikmah Jalilah Rukmi, Dwi Kartika Rum, Muhammad Fadel Saiful - Sakti, Fajriani Samjas, Mutawakkil Samlan, Karima Sani, Nur Qhomaril Andrea Sari, Septa Sarjana Parman Satriya Nurgiri, Yoga Septiandani, Dian Shiddiq, Abdul Halim Shohenuddin, Shohenuddin Shomad, Abd Simarmata, Juni Mariati Siti Harnina Bintari Siti Latifah Sitorus, Riris Soegiyanto Soegiyanto, Soegiyanto Sri Rustiyaningsih Sulpiana Suroyo Susiana Purwantisari Susilawati Susilawati, Susilawati Syamsul, Diniary Ikasari Syatriawati Syatriawati Syawalyani, Ugi Fitri Tahir, Nurfaidah Tamara Nur Budiarti Theresy, Elzabet Tilman, Alarico M Titin Novayanti Dey Tri Rustiadi, Tri Tristiana, Vera U.S, Supardi Ulfiana, Alfa Utomo, Tri Duto Wahyu Sopandi Wijaya, I Gusti Ngurah Satria Wijaya, Muhammad Agusta Yoga, Aldhila Gusta Handiarya Yosi Wulandari Yoviyanti, Rifkah Yulastini, Fitria Yulifianti, Ade Lina Zein, Elvida Rahmi