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Analisis Perbedaan Faktor Psikososial dalam Pemanfaatan Layanan Antenatal Care pada Remaja di Kota Jayapura Lisda Oktavia Madu Pamangin; Christin Debora Nabuasa; Asriati Asriati; Natalia Paskawati Adimuntja; Fajrin Violita; Ade Alwi Imbiri; Isna Ainurrohimah; Muhammad Fajar Aswad Nugroho
JUMANTIK (Jurnal Ilmiah Penelitian Kesehatan) Vol 11, No 1 (2026)
Publisher : Prodi Kesehatan Masyarakat Fakultas Kesehatan Masyarakat UIN Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30829/jumantik.v11i1.28551

Abstract

The coverage of antenatal care in Papua has yet to meet the national target. This situation is consistent with the persistently high rates of maternal and child mortality. This study aims to analyse differences in perceptions, self-efficacy and social support based on the coverage of the six antenatal care visits (K6) among adolescents. A prospective study design was employed, with the study conducted in Jayapura City. The sample population consisted of all adolescents who had given birth. Sampling was carried out using purposive sampling, with a sample size of 102 respondents. Data collection was conducted through interviews using a questionnaire, which took place from 1 August to 9 September 2025. Data were analysed computationally using the Mann-Whitney test as the hypothesis test. The results showed differences in perception (p = 0.002), self-efficacy (p = 0.000), and social support (p = 0.001) between adolescents who utilised antenatal care based on the K6 coverage and those who did not. Based on these results, it can be concluded that psychosocial factors comprising perception, self-efficacy, and social support in adolescents are associated with their utilisation of antenatal care.Keywords: Teenage, antenatal care, perception, self-efficacy, social support
Face Mask Wearing Detection Using Support Vector Machine (SVM) Muhammad Nur Yasir Utomo; Fajrin Violita
IJID (International Journal on Informatics for Development) Vol. 10 No. 2 (2021): IJID December
Publisher : Faculty of Science and Technology, Universitas Islam Negeri (UIN) Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/ijid.2021.3038

Abstract

As an effort to prevent the spread of the Covid-19, various countries have implemented health protocol policies such as work-from-home, social distancing, and face mask-wearing in public places. However, monitoring compliance with the policy is still difficult, especially for the face mask policy. It is still managed by humans and is costly. Thus, this research proposes a face mask-wearing detection using a soft-margin Support Vector Machine (SVM). There are three main stages: feature selection and preprocessing, model training, and evaluation. During the first stage, the dataset of 3833 images (1915 images with face masks and 1918 images without face masks) was prepared to be used in the training stage. The training stage was conducted using SVM added with the soft-margin objective to overcome images that could not be separated linearly. At the final stage, evaluation was conducted using a confusion matrix with 10 folds cross-validation. Based on the experiments, the proposed method shows a performance accuracy of 91.7%, a precision of 90.3%, recall of 93.5%, and an F-measure of 91.8%. Our method also worked fast, taking only 0.025 seconds to process a new image. It is 7.12 times faster than Deep Learning which requires 0.18 seconds for one classification.
Dukungan Sosial Perilaku Pencegahan Covid-19 pada Mahasiswa Kesehatan Kota Jayapura: Social Support of Covid-19 Prevention Health Student in Jayapura Fajrin Violita; Muhammad Akbar Nurdin
Media Publikasi Promosi Kesehatan Indonesia (MPPKI) Vol. 5 No. 1 (2022)
Publisher : Fakultas Kesehatan Masyarakat, Universitas Muhammadiyah Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (782.256 KB) | DOI: 10.56338/mppki.v5i1.1810

Abstract

Latar Belakang: Covid-19 telah menjadi pandemi yang menyerang segala usia. Protokol kesehatan mulai dari menggunakan masker, mencuci tangan, menjaga jarak, menghindari kerumunan hingga program vaksinasi telah digencarkan sebagai langkah pencegahan penyakit menular ini. Semakin baik penerapan protokol kesehatan maka dapat saling melindungi dari penularan virus korona tersebut. Dukungan sosial dimasa pandemi Covid-19 menjadi pendorong dalam penerapan protokol kesehatan dalam upaya pencegahan dan memutus mata rantai penularan virus korona. Penelitian ini bertujuan untuk mengetahui pengaruh dukungan sosial berupa dukungan keluarga dan teman terhadap perilaku pencegahan Covid-19. Metode: Penelitian ini menggunakan metode kuantitatif, analitik observasional dengan desain cross sectional. Penelitian dilakukan di Kota Jayapura pada bulan Januari-Juli 2021 dengan total sampel 311 mahasiswa kesehatan. Pengumpulan data menggunakan kuesioner yang diisi secara online oleh responden. Pengolahan dan analisis data dilakukan secara univariat dan bivariat dengan menggunakan uji chi-square. Hasil: Penelitian menemukan sebanyak 195 mahasiswa (62,7%) memiliki perilaku pencegahan Covid-19 yang baik. Hasil uji chi-square menunjukkan dukungan keluarga (p= 0,023) dan dukungan teman (p=0,001) memiliki hubungan signifikan terhadap perilaku pencegahan Covid-19 pada mahasiswa kesehatan di Kota Jayapura. Kesimpulan: Dukungan sosial berupa dukungan keluarga dan teman sangat penting untuk mendorong dan meningkatkan perilaku pencegahan Covid-19 pada mahasiswa kesehatan.
Potensi Paparan Media Sosial pada Gejala Hiperaktivitas Remaja di Kota Jayapura Asriati Asriati; Lisda Oktavia Madu Pamangin; Helen Try Juniasti; Natalia Paskawati Adimuntja; Fajrin Violita; Muhammad Akbar Nurdin; Maria Papuana Natalia Mayabubun; Marlessy Christina Taa
MAHESA : Malahayati Health Student Journal Vol 6, No 5 (2026): Volume 6 Nomor 5 (2026)
Publisher : Universitas Malahayati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/mahesa.v6i5.22236

Abstract

ABSTRACT Social media use (SMU) among children and adolescents has increased since the Covid-19 pandemic. SMU can become addictive and is related to the emergence of health problems, such as symptoms of attention deficit hyperactivity disorder (ADHD). This study aims to determine the relationship of SMU among adolescents in Jayapura to the risk of attention deficit hyperactivity disorder (ADHD). This was a cross-sectional survey in August 2024. The samples in this study were from 301 adolescents aged 15-19 years at SMAN 2 Jayapura. Data analysis using the Pearson correlation test. Most respondents were female (50,8%), and most respondents parent jobs were Civil Servants (38,9%). A total of 46 people (15.28%) of respondents had ADHD symptoms, women were more likely to show ADHD symptoms (18,2%), and as many as 33 people (10.96%) of adolescents who experienced social media addiction were in the severe category. The correlation between social media addiction and ADHD symptoms is positive with a moderate correlation strength (r = 0.5419; p-value 0.000), so there is a significant relationship between social media addiction and the incidence of ADHD. Adolescents who experience increased social media addiction also experience increased ADHD symptoms. Appropriate management and policies are needed in the prevention and control of social media usde and ADHD in children and adolescents. Parents and schools should pay more attention to adolescents with internet and social media addiction, and ADHD symptoms should be carefully evaluated. Keywords: Social Media, ADHD, Adolescents.  ABSTRAK Penggunaan media sosial (SMU) di antara anak-anak dan remaja telah meningkat sejak pandemi Covid-19. SMU dapat menjadi adiktif dan terkait dengan munculnya masalah kesehatan, seperti gejala gangguan hiperaktif defisit perhatian (ADHD). Penelitian ini bertujuan untuk menentukan hubungan penggunaan media sosial di kalangan remaja di Jayapura dengan risiko ADHD. Penelitian ini adalah survei cross-sectional pada Agustus 2024. Sampel dalam penelitian ini berasal dari 301 remaja berusia 15-19 tahun di SMAN 2 Jayapura. Analisis Data menggunakan uji Korelasi Pearson. Sebagian besar responden adalah perempuan (50,8%), dan sebagian besar responden pekerjaan orang tua adalah pegawai negeri sipil (38,9%). Sebanyak 46 orang (15,28%) responden mengalami gejala ADHD, remaja perempuan lebih cenderung menunjukkan gejala ADHD (18,2%), dan sebanyak 33 orang (10,96%) remaja yang mengalami kecanduan media sosial ada di kategori berat. Korelasi antara kecanduan media sosial dan gejala ADHD positif dengan kekuatan korelasi sedang (r = 0,5419; p-value 0,000), sehingga ada hubungan yang signifikan antara kecanduan media sosial dan kejadian ADHD. Remaja yang mengalami peningkatan kecanduan media sosial juga mengalami peningkatan gejala ADHD. Manajemen dan kebijakan yang tepat diperlukan dalam pencegahan dan kontrol penggunaan media sosial dan risiko ADHD pada anak -anak dan remaja. Orang tua dan sekolah harus lebih memperhatikan remaja dengan kecanduan internet dan media sosial, dan gejala ADHD harus dievaluasi dengan cermat. Kata Kunci: Media Sosial, ADHD, Remaja.
Hubungan Faktor Sosial Demografi dengan Psychological Distress pada Penderita Hipertensi di Kota Jayapura Asriati Asriati; Natalia Paskawati Adimuntja; Lisda Oktavia Madu Pamangin; Helen Try Juniasti; Fajrin Violita; Christin Debora Nabuasa
JUMANTIK (Jurnal Ilmiah Penelitian Kesehatan) Vol 11, No 2 (2026)
Publisher : Prodi Kesehatan Masyarakat Fakultas Kesehatan Masyarakat UIN Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30829/jumantik.v11i2.28074

Abstract

The prevalence of hypertension in Papua has increased to 22.6%. Hypertension is a chronic disease with a high global burden and is often accompanied by psychological stress that can maintain the clinical condition and quality of life of sufferers. This study aims to describe the level of psychological stress in sufferers of hypertension and identify factors associated with it. This type of study used a cross-sectional design with a population of all sufferers of hypertension aged 18 years and above at the Abepura Community Health Center in 2025. A sample of 100 respondents was taken using the Accidental Sampling technique. Data were collected using a structured questionnaire and the K10 instrument, then analyzed descriptively, the Mann-Whitney test, and the One-way ANOVA test using Stata 13. The results showed that psychological stress in the high category was experienced by 31% of respondents, with the moderate category being 24%, the mild category being 19%, and the non-stressful category being 27%. Of all the factors analyzed, income had a significant relationship with the level of psychological distress (p = 0.040), while age, gender, marital status, and other characteristics did not show significant differences (p>0.05). The level of psychological distress in hypertension sufferers is quite high and is influenced by the sufferer's income. Therefore, mental health screening is very important for hypertension services in health facilities, especially for low-unemployment groups. Further research is needed to explore the mechanisms and effective interventions to reduce psychological distress in hypertension sufferers.
NAMAI, KENALI DAN AKHIRI BULLYING; EDUKASI MELALUI MEDIA FILM PADA SISWA SEKOLAH DASAR Fransina Alfonsina Izaac; Fajrin Violita
JMM (Jurnal Masyarakat Mandiri) Vol 9, No 1 (2025): Februari
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jmm.v9i1.27910

Abstract

Abstrak: Peningkatan pengetahuan bagi siswa sangat penting dilakukan untuk mencegah terjadinya perilaku bullying. Bullying hingga saat ini menjadi masalah terutama pada lingkungan sekolah. Peningkatan pengetahuan melalui media film bertujuan untuk memberikan informasi tentang jenis- jenis, dampak dan cara mencegah terjadinya bullying pada siswa sekolah dasar. Sehingga dapat meningkatkan sofskill siswa dalam lingkungan bersosial di sekolah. Kegiatan PkM ini dilakukan dengan metode cerama juga melalui pemutaran film pendek berdurasi 20 menit. Kegiatan pengabdian masyarakat dilaksanakan pada tanggal 11 September 2024 di SD Negeri Inpres 1 Arso 3. dan diikuti siswa kelas IV,V dan VI dengan total 45 orang. Pada akhir kegiatan dilakukan evaluasi dengan menjawab posttest yang dibuat dalam bentuk angket dengan 10 pertanyaan. Hasil kegiatan pengabdian masyarakat menunjukkan peningkatan pengetahuan murid tentang jenis- jenis tindakan bullying serta cara pencegahan perundungan. Berdasarkan hasil pre- test yaitu nilai rata- rata adalah 75 dan hasil posttest adanya peningkatan menjadi 90 atau adanya peningkatan 14,25%.Abstract: Increasing knowledge for students is very important to prevent bullying behaviour. Bullying has become a problem until now, especially in the school environment. Increasing knowledge through film media aims to provide information about the types, impacts and ways to prevent bullying in elementary school students. So that it can improve students' soft skills in the social environment at school. This PkM activity was carried out using the speech method also through a 20-minute short film screening. Community service activities will be held on September 11, 2024 at SD Negeri Inpres 1 Arso 3 and followed by students in grades IV, V and VI with a total of 45 people. At the end of the activity, an evaluation was carried out by answering a posttest made in the form of a questionnaire with 10 questions. The results of community service activities showed an increase in students' knowledge about the types of bullying and how to prevent bullying. Based on the results of the pre-test, the average score is 75 and the results of the posttest have increased to 90 or an increase of 14.25%.