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All Journal International Journal of Public Health Science (IJPHS) JURNAL GIZI INDONESIA JURNAL PROMOSI KESEHATAN INDONESIA Jurnal Kesehatan Masyarakat Althea Medical Journal Jurnal Berkala Epidemiologi Public Health of Indonesia AcTion: Aceh Nutrition Journal JURNAL MUTIARA NERS Jurnal Keperawatan Priority Jurnal Kesmas Prima Indonesia Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Jurnal Aisyah : Jurnal Ilmu Kesehatan AgriHealth: Journal of Agri-food, Nutrition and Public Health Jurnal Kesehatan Tambusai Open Access Health Scientific Journal Sehat Rakyat: Jurnal Kesehatan Masyarakat Buletin Kedokteran dan Kesehatan Prima International Journal of Health and Pharmaceutical (IJHP) Jurnal Riset Rumpun Ilmu Kedokteran (JURRIKE) Data Sciences Indonesia (DSI) Jurnal Kedokteran Ibnu Nafis Promotor: Jurnal Mahasiswa Kesehatan Masyarakat Media Ilmiah Kesehatan Indonesia Journal of Engineering and Science Application Jurnal Kesehatan
Victor Trismanjaya Hulu
Fakultas Kesehatan Masyarakat, Universitas Prima Indonesia, Medan Petisah, Sumatera Utara
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Dentistry Education Environmental Science Health Professions Immunology & microbiology Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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FAKTOR-FAKTOR YANG MEMENGARUHI MINAT IBU MEMILIH IMPLANT SEBAGAI ALAT KONTRASEPSI KELUARGA BERENCANA Trismanjaya Hulu, Victor
Jurnal Kesmas Prima Indonesia Vol. 4 No. 1 (2020): Edisi Januari
Publisher : Program Studi Sarjana Kesehatan Masyarakat Universitas Prima Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34012/jkpi.v4i1.945

Abstract

Berdasarkan data Laporan Puskesmas Desa Lalang di Kelurahan Desa Lalang Tahun 2017 sebanyak 257 orang orang menjalani program Keluarga Berencana (KB), IUD sebanyak enam jiwa (2,33%), KB Implant lima jiwa (1,94%), KB Suntik 92 jiwa (35,79%), KB Pil 102 jiwa (39,68%) dan KB Kondom 52 jiwa (20,23%). Berdasarkan hasil wawancara penulis dengan delapan responden akseptor KB bahwa tiga orang mengatakan takut menggunakan alat kontrasepsi implant, tiga orang mengatakan belum tahu tentang alat kontrasepsi implant dan dua orang mengatakan tidak mendapatkan dukungan suami. Penelitian ini menggunakan Survey Analitik yang bertujuan untuk mengetahui faktor-faktor (pengetahuan, sikap dan dukungan suami) yang memengaruhi rendahnya minat ibu untuk memilih implant sebagai alat kontrasepsi di Kelurahan Desa Lalang. Rancangan penelitian yang digunakan adalah Cross Sectional dengan menggunakan kuesioner sebagai intrumen penelitian dengan jumlah responden 70 orang melalui consecutive sampling. Data dianalisis dengan menggunakan rumus regresi linier. Adanya hasil penelitian ini adalah sebagai berikut: Dimensi pengetahuan didapatkan p-value = 0,006, dimensi sikap didapatkan p-value = 0,008, dimensi dukungan suami didapatkan p-value = 0,000. Ketiga dimensi tersebut mempunyai p <0,05 yang berarti terdapat pengaruh antara pengetahuan, sikap dan dukungan suami dengan minat ibu untuk memilih implant sebagai alat kontrasepsi KB
Mental Health Exploration and Screening in Adults and Elderly Age Groups Frans Judea Samosir; Victor Trismanjaya Hulu; Hartono; Aida Julpa; Yohana Trisintya Sinurat
International Journal of Health and Pharmaceutical (IJHP) Vol. 2 No. 1 (2022): February 2022
Publisher : CV. Inara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (136.391 KB) | DOI: 10.51601/ijhp.v2i1.25

Abstract

Mental health is an issue that is often discussed during the Covid-19 pandemic. It is critical to understand mental health for realizing its beneficial aspects. Early detection or screening of mental health status is an excellent step to prevent mental health problems. The researchers are interested in screening mental health problems in groups of adults and the elderly. This research design is a descriptive study with a cross-sectional data collection approach. The population in this study were all residents on Jalan Pasar VII Padang Bulan, Medan. The research sample was 139 people who were recruited by non-probability sampling with purposive sampling technique. Data collection was carried out from August to December 2021. The questionnaire used in this study is the Depression Anxiety Stress Scales (DASS 42) questionnaire, which is a tool for measuring stress, anxiety, and depression levels which contains 42 questions. This study shows that from 139 respondents, 54 people (38.85) suffer from mental health problems. Types of mental health problems experienced by respondents were stress as much as 32 people (23%), 54 people (38.85%) experienced anxiety, and 36 people experienced depression (25.9%). It is crucial for the community to educate themselves on how to manage their mental health in a healthier way.
Machine Learning Models Prediction Medication Nonadherence Risk in Type 2 Diabetes: A Systematic Review Hulu, Victor Trismanjaya; Hulu, Yusuf Panserito; Telaumbanua, Kharis Meiwan K; Sirait, Reni Aprinawaty; Zebua, Arianus; Simatupang, Rumiris
Jurnal Keperawatan Priority Vol. 9 No. 1 (2026)
Publisher : Universitas Prima Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34012/jukep.v9i1.7859

Abstract

The prediction of medication nonadherence among patients with T2DM can be improved in accuracy and speed using machine learning (ML). This study aimed to develop an ML model to predict the risk of medication nonadherence among patients with T2DM. Methods, inclusion criteria comprised English-language, open-access journal articles published between 2020 and 2025 that developed and validated ML–based prediction models, including ensemble methods, gradient-boosting models, SVMs, and neural networks. Exclusion criteria included review articles, non-English papers, studies published before 2020, studies lacking prediction model development or validation, and studies using only traditional statistical methods, such as logistic regression. The article search was conducted in PubMed, Scopus, ScienceDirect, and Google Scholar. Prediction Model Risk of Bias Assessment Tool (PROBAST) to assess the methodological quality and usefulness of the qualified studies. This narrative synthesis examines the characteristics of ML-based prediction models, their performance, and the factors that predict adherence among patients with T2DM. The papers were sourced from various scientific journal databases. The results show that cross-sectional and cohort studies were among the research designs used in the five papers reviewed. The AUROC of the internal test was 0.782, and the AUROC of the external test was 0.771. The learned-feature classification model achieved an average accuracy of 79.7%. Among these algorithms, the AUC of the best-performing algorithm was 0.866 ± 0.082. The SVM classifier outperformed the others, achieving a recall of 0.9979 and an AUC of 0.9998. The conclusion indicates that predictive capacity is influenced by clinical metrics and the number of prescribed medications.
Pregnant Women's Knowledges, Attitudes, and Practices (KAP) Regarding COVID-19 Prevention Sirait, Reni Aprinawaty; Susanti, Dewi; Hulu, Victor Trismanjaya
Jurnal Kesehatan - STIKes Prima Nusantara Vol 15 No 1 (2024): Jurnal Kesehatan
Publisher : LPPM Universitas Prima Nusantara Bukittinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35730/jk.v15i1.1144

Abstract

Background: Pregnant women have heightened vulnerability during the COVID-19 pandemic due to the need for regular health facility visits for prenatal care and the added responsibility of caring for family members who have contracted COVID-19. The Knowledge, Attitudes, and Practices (KAP) score of pregnant women in relation to COVID-19 prevention can be utilized as input to determine the intervention strategy.Objective: The purpose of this study is to examine the KAP scores of pregnant women. This study employs a quantitative approach and utilizes a descriptive survey methodology.Method: The study included a total of 93 pregnant women who sought medical care at the Pagar Jati Health Center in Deli Serdang Regency in 2022. The sample methodology employed was the method of total sampling. The data collection process involved distributing questionnaires to pregnant women, followed by an analysis that included calculating the frequency distribution of demographic data such as the mother's age, education level, and number of children. Additionally, variables related to the knowledge, attitudes, and practices of pregnant women were also examined.Result: The findings indicated that a majority of individuals possessed inadequate knowledge (62.4%). The predominant sentiment among pregnant women is negative, accounting for 60.2%. A majority of pregnant women (53.8%) fail to adhere to health protocols. Pregnant women between the ages of 20 and 35 exhibit low KAP scores.Conclusion: Similarly, consider the educational attainment of women. Pregnant women with a parity of more than 2 persons also exhibited low KAP scores.
PERSEPSI DAN KEPATUHAN PETUGAS KESEHATAN DALAM MENERAPKAN PROTOKOL KESEHATAN COVID-19 Manalu, Putranto; Gultom, Dameria; Hulu, Victor Trismanjaya; Karo Karo, Ulina; Pardede, Ribka Rusiani; Sihaloho, Linda Suryani
Jurnal Kesehatan - STIKes Prima Nusantara Vol 12 (2021): Supplementary 1
Publisher : LPPM Universitas Prima Nusantara Bukittinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35730/jk.v12i0.469

Abstract

Latar Belakang: Kepatuhan tenaga kesehatan dalam menerapkan protokol kesehatan COVID-19 sangat penting meminimalkan risiko infeksi COVID-19. Persepsi individu tentang ancaman/ keparahan penyakit akan mendorong seseorang dalam melakukan tindakan pencegahan. Tujuan: Penelitian ini bertujuan untuk mengetahui pengaruh persepsi dengan kepatuhan tenaga kesehatan terhadap protokol kesehatan COVID-19. Metode: Penelitian ini bersifat survei analitik dengan pendekatan cross sectional. Populasi pada penelitian ini yaitu tenaga kesehatan di Puskesmas Rambung. Teknik pengambilan sampel menggunakan total sampling (n= 43). Variabel dependen pada penelitian ini adalah kepatuhan tenaga kesehatan. Variabel independen yaitu persepsi penggunaan APD, persepsi physical distancing, persepsi hand hygiene. Pengumpulan data dalam penelitian ini dilakukan melalui wawancara dengan menggunakan kuesioner (persepsi penggunaan APD= 11 pernyataan, persepsi physical distancing= 5 pernyataan, persepsi hand hygiene= 5 pernyataan, dan kepatuhan= 14 pernyataan). Penelitian ini menggunakan uji statistik Chi-square (Confidence Interval (CI) 95%; α = 0,05). Analisis multivariat menggunakan regresi logistik. Hasil: Persepsi penggunaan APD (p= 0,001; PR= 15,2; 95% CI= 3,680-62,780), physical distancing (p= 0,047; PR= 6,667; 95% CI= 1,955-22,731), dan hand hygiene (p= 0,002; PR= 12,333; 95% CI= 2,859-53,206) memiliki pengaruh dengan kepatuhan tenaga kesehatan terhadap protokol kesehatan COVID-19. Variabel independen yang dominan adalah persepsi penggunaan APD (p=0,027; PR= 41,329; 95% CI= 1,54-1.109,178). Kesimpulan: Persepsi tenaga kesehatan terhadap penggunaan APD, physical distancing, dan hand hygiene di Puskesmas Rambung Kota Binjai memiliki persepsi baik dan tenaga kesehatan sebagian besar sudah patuh terhadap protokol kesehatan COVID-19. Variabel independen yang dominan yaitu persepsi penggunaan APD.
SCOPING REVIEW ON RISK FACTORS ASSOCIATED WITH HYPERTENSION IN INDONESIA Hulu, Victor Trismanjaya; Saragih, Julwansa; S, Buenita; Damanik, Derma Wani; Zebua, Arianus; Yunia, Eva Anita; Rifai, Achmad; Dewi, Rani Sartika
Jurnal Ilmiah Keperawatan Vol 8 No 2 (2025): Jurnal Mutiara Ners
Publisher : Program Studi Ners UNIVERSITAS SARI MUTIARA INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Background: Hypertension is a global health problem that contributes significantly to deaths from cardiovascular disease. Unhealthy lifestyles, including excessive salt consumption, physical inactivity, and obesity, are the primary factors. Without management, hypertension can lead to serious complications such as heart disease, stroke, and kidney failure. Objective: This study aims to investigate, summarise, and identify various scientific evidence related to hypertension risk factors. Methods: This study employed a scoping review approach organised according to the PRISMA protocol. The Population– Concept–Context (PCC) framework was utilised as an initial guideline in formulating research questions and searching for relevant articles. The literature search process was conducted using several databases, including Google Scholar and Scopus. The included articles had to meet the inclusion criteria, which were limited to open-access journals published between 2020 and 2025. From a total of 512 articles found, only 14 met the selection criteria and were suitable for analysis. The data extraction process was conducted by eight people on the 14 selected articles, followed by qualitative data analysis. Results: The findings indicate that factors such as age, gender, length of employment, consumption of salt, sugary drinks, high-fat foods, elevated total cholesterol levels, low vegetable intake, lack of physical activity, stress, and abdominal circumference that exceeds the recommended play a role in increasing the risk of hypertension. Conclusion: These factors trigger fluid retention, insulin resistance, dyslipidemia, and central obesity that together raise blood pressure and accelerate vascular damage.
Self-efficacy and Determinants of Self-Management Behaviors in Patients With Type 2 Diabetes Mellitus: A Cross-Sectional Study Victor Trismanjaya Hulu; Cynthia Theofani Marpaung; Kristina Waty Br Manullang
Media Ilmiah Kesehatan Indonesia Vol. 4 No. 2 (2026): MAY
Publisher : Pakis Journal Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58184/miki.v4i2.956

Abstract

Abstract The ability of patients with type 2 diabetes mellitus (T2DM) to engage in self-care practices, including dietary control, exercise, medication adherence, and foot care, is crucial for diabetes management. This study aims to analyze self-efficacy and the determinants of self-management behaviors in patients with T2DM. A cross-sectional design was used in this study, conducted at UPT Puskesmas Martubung, Medan, from November 2025 to December 2025. The research population consists of all patients with T2DM in 2024, totaling 453 individuals. The research sample comprised 113 individuals obtained using a simple random sampling technique. Data were collected by distributing questionnaires to research subjects, and analyzed using the Chi-Square and Logistic Regression tests. The research results show that the duration of suffering from diabetes mellitus with OR = 5.08 (95% CI: 2.247-11.518), attitude with OR = 3.11 (95% CI: 1.432-6.776), self-motivation with OR = 4.28 (95% CI: 1.917-9.588), self-efficacy with OR = 8.80 (95% CI: 3.719-20.823), and family support with OR = 3.20 (95% CI: 1.453-7.090) are related to the self-management behavior of T2DM. Furthermore, education (elementary/middle school) with OR = 1.05 (95% CI: 0.397- 2.799), secondary education (high school/vocational school) with OR = 0.54 (95% CI: 0.171-1.706), and knowledge with OR = 1.20 (95% CI: 0.565-2.548) are not related to the self-management behavior of T2DM. In conclusion, low self-efficacy, with an AOR of 8.24 (95% CI: 2.811-24.150), is a substantial risk factor for self-management behavior.
Risk Factors of Musculoskeletal Disorders among Workers of Water Refilling Depot Hulu, Victor Trismanjaya; Manalu, Putranto; Siregar, Santy Deasy; Singa, Aditya Bastanta Guru; Amrulah, Addin
AgriHealth: Journal of Agri-food, Nutrition and Public Health Vol 4, No 1 (2023): April
Publisher : Research and Development Center for Food, Nutrition and Public Health (P4GKM) LPPM UNS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/agrihealth.v4i1.70676

Abstract

Complaints of musculoskeletal disorders (MSDs) are common in workers with a reasonably heavy workload, such as workers at refill drinking water depots. MSDs can be caused by repetitive activities such as daily bending, lifting and lowering liters of drinking water refills. This study aimed to identify the risk factors of MSDs among workers at refilled drinking water filling depots and analyze the dominant factors that influence MSDs. This study was quantitative research with an analytical survey using a cross-sectional design conducted in Simpang Selayang Village, Medan City, Indonesia. A total of 40 refilled drinking water depot workers were involved in this study with a comprehensive sampling approach. Data was collected directly by distributing questionnaires to workers at refill drinking water filling depots. Data were tested statistically using the Chi-Square test and logistic regression. The analysis showed that work posture, workload, tenure and length of work are associated with MSDs complaints. The results of the logistic regression test showed that the dominant variable influencing MSDs complaints is work posture. Refillable drinking water depot workers with non-ergonomic working postures were likely to experience MSDs complaints 11 times as often as those with ergonomic work postures. The findings highlight the need for local health agencies to educate or empower workers at water refilling stations regarding MSDs complaints. Musculoskeletal disorders associated with work involving heavy loads could be prevented if workers know ergonomic work postures well. In addition, adequate rest is recommended to avoid musculoskeletal injuries.
Co-Authors Abdi Dharma Abdul Wahab ACHMAD RIFAI Achmad Rifai Aida Julpa Aminuyati Amrulah, Addin Balqis Nurmauli Damanik Binarwan Halim Buenita, Buenita Crispin, Andrian Reinaldo Cynthia Theofani Marpaung Damanik, Derma Wani DAMERIA DAMERIA Dameria Gultom Defacto Firmawati Zega Dewi Susanti Dewi Susanti Dewi, Rani Sartika Edbert, Edbert Eka Lolita Eliyanti Pakpahan Eka Lolita Eliyanti Pakpahan Ellista Anatasia Sinaga Fadilla Ripta Frans Judea Samosir Frans Judea Samosir Ginting, Anabel Tesalonika BR Gultom, Dameria Handayani, Sri Harahap, Emira Nadiah Haris, Muhammad Akbar Hartono Hartono Hartono Hartono Hasibuan, Nadilla Holan Dianju Melva Meinaria Sitanggang Hulu, Yusuf Panserito Ignatius Sandyawan Imanuel Sibero Jamhari Jamhari Jeremia Chandra Partogi Siallagan Julianto Julianto Jumadi Kipli Sinaga Kamble, Pratik Bibhisan Karo Karo, Ulina Kristina Waty Br Manullang Lase, Dian Veronika Linda Suryani Sihaloho Mafe Robbi Simanjuntak Manalu, Madeline Elisa Patricia Masryna Siagian NAUFAL, NAUFAL Novita Marcelina, Diah Pakpahan, Eka Lolita Eliyanti Pane, Putri Yunita Panjaitan, Hajijah I. L. Pardede, Ribka Rusiani Perry Boy Chandra Siahaan Putranto Manalu Putri Marlinang Manalaksak Hutajulu Rafika, Nazla Ghina Rahmi, Nurfadhilah Rambe, Fadilah Ummul Choiriyah Rapael Ginting Ribka Rusiani Pardede Robert Kurniawan, Robert Rotua Sumihar Sitorus S, Buenita Samosir, Frans Judea Santy Deasy Siregar Saragih, Julwansa Sheila Anjelyn Tarigan Siagian, Masryna Sibagariang, Eva Ellya Sihaloho, Linda Suryani Sijabat, Vina Helsa Laora Simanjuntak, Mafe Robbi Simanjuntak, Wiwi April Yanti Simatupang, Rumiris Sinaga, Suharni Pintamas Sinambela, Megawati Singa, Aditya Bastanta Guru Singarimbun, Nurbaiti Br Sinurat, Buenita Sirait, Reni Aprinawaty Syahputri, Ratu Julia Tarigan, Nita Kastrina Telaumbanua, Kharis Meiwan K Ulina Karo Karo Vina Helsa Laora Sijabat Waruwu, Fransiska Lalania Widya Yanti Sihotang Yohana Trisintya Sinurat Yohanna Adelina Pasaribu Yuliandini, Marsheila Yunia, Eva Anita Zebua, Arianus Zendrato, Victorwan Novri