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HUBUNGAN PENGETAHUAN REMAJA PUTRI TERHADAP KEPATUHAN KONSUMSI TABET FE DI POSYANDU REMAJA SEHATI DESA ALUE GENTENG KECAMATAN RANTO PEUREULAK KABUPATEN ACEH TIMUR Elizar, Elizar; Nurmila, Nurmila; Prihatin, Nova Sumaini
Indonesian Trust Health Journal Vol 6 No 2 (2023): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v6i2.163

Abstract

Anemia can occur due to iron deficiency. Millions of women will experience health and quality of life problems if anemia reduction is not carried out. It can also interfere with a child's development and learning. In 2019, there were 29.9% anemia in women of childbearing age worldwide, equivalent to more than half a billion women aged 15-49 years. Anemia was also found in 29.6% of non-pregnant women of childbearing age and 36.5% of pregnant women. The purpose of this study was to analyze the relationship between knowledge of young women and adherence to consumption of Fe tablets at the Sehati Youth Posyandu, Alue Genteng Village, Ranto Peureulak District. East Aceh District. This research is an observational study with a cross-sectional approach. The population in this study were young women who came to the Posyandu in December 2022, using total sampling, namely all young women who attended the Posyandu as a sample of 56 people. The results of the chi-squre test obtained a p-value <0. 05 shows that there is a relationship between knowledge of young women and adherence to consumption of Fe tablets. To prevent anemia, teenagers should continue to take iron tablets. To do so, they can continue to increase their knowledge by attending health classes and counseling on this issue. As well as involving parents, peers who are the closest environment for young women and health workers. Abstrak Anemia dapat terjadi karena kekurangan zat besi. Jutaan wanita akan mengalami masalah kesehatan dan kualitas hidup jika pengurangan anemia tidak dilakukan. Ini juga dapat mengganggu perkembangan dan pembelajaran anak. Pada tahun 2019, ada 29,9% anemia pada wanita usia subur di seluruh dunia, setara dengan lebih dari setengah miliar wanita berusia 15-49 tahun. Anemia juga ditemukan pada 29,6% pada wanita tidak hamil usia subur dan 36,5% pada wanita hamil.. Tujuan dari penelitian ini adalah untuk menganalisis hubungan pengetahuan remaja putri dengan kepatuhan konsumsi tablet Fe di Posyandu Remaja Sehati Desa Alue Genteng Kecamatan Ranto Peureulak Kabupaten Aceh Timur. Penelitian ini merupakan penelitian observasional dengan pendekatan crossectional. Populasi dalam penelitian ini adalah remaja putri yang dating ke Posyandu pada bulan Desember 2022, dengan menggunakan pengambilan sampel secara total sampling yaitu seluruh remaja putri yang hadir di posyandu dijadikan sampel sejumlah 56 orang Hasil uji chi – squre test diperoleh nilai p-value< 0,05 menunjukkan ada hubungan pengetahuan remaja putri dengan kepatuhan konsumsi tablet Fe. Untuk mencegah anemia, remaja harus terus mengonsumsi tablet besi. Untuk melakukannya, mereka dapat terus meningkatkan pengetahuannya dengan mengikuti kelas kesehatan dan penyuluhan tentang masalah ini, serta melibatkan orang tua, teman sebaya yang merupakan lingkungan terdekat remaja putri serta tenaga kesehatan.
HUBUNGAN PENGETAHUAN TENTANG ANEMIA DENGAN PERILAKU PENCEGAHAN ANEMIA PADA REMAJA PUTRI DI DAYAH TERPADU AL-MADINATUDDINIYAH SYAMSUDDHUHA KECAMATAN DEWANTARA KABUPATEN ACEH UTARA Jasmiati, Jasmiati; Elizar, Elizar; Rosyita, Rosyita; Kartini Putri, Hendrika Wijaya
Indonesian Trust Health Journal Vol 6 No 2 (2023): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v6i2.165

Abstract

A public health problem that still often occurs in adolescents is anemia which occurs not only in developing countries but also in developed countries. The prevalence of anemia in the world ranges from 40-88% and the incidence of anemia in adolescent girls in developing countries is around 53.7%. Basic Health Research Data (RISKESDAS) in 2018 shows that the prevalence of anemia in Indonesia in women is 27.2% and in men is 20.3%. Anemia is more common in young women, namely 32.0% in the 15-24 year age group. In accordance with the recommendations of the World Health Organization (WHO) in 2011, efforts to prevent and control anemia in adolescent girls and women of childbearing age (WUS) are focused on promotional and preventive activities, namely increasing consumption of iron-rich foods, supplementation with Blood Additive Tablets (TTD), and increasing fortification of food with iron and folic acid. The aim of this research is to analyze the relationship between knowledge about anemia and anemia prevention behavior among adolescent girls in Dayah Terpadu Al-Madinatuddiniyah Syamsuddhuha, Dewantara District, North Aceh Regency. This research is an observational study with a cross-sectional approach. The population in this study were young women at Madrasah Aliyah grade 3 level. The number of samples in this study was 60 people, using total sampling. The results of the chi - squre test obtained a p-value < 0.05, indicating that there is a relationship between knowledge about anemia and anemia prevention behavior in adolescent girls. To prevent anemia, teenag ers must consume adequate nutritional food intake and iron tablets regularly and increase knowledge by updating information through various media and following counseling about anemia delivered by health workers by involving peers who are the closest environment for young women. Abstrak Masalah kesehatan masyarakat yang masih banyak terjadi pada remaja adalah anemia yang terjadi tidak hanya di negara berkembang tetapi juga di negara maju. Prevalensi anemia di dunia berkisar 40-88% dan angka kejadian anemia pada remaja putri di negara-negara berkembang sekitar 53,7%. Data Riset Kesehatan Dasar (RISKESDAS) tahun 2018 menujukkan prevalensi anemia di Indonesia pada perempuan sebesar 27,2% dan pada laki-laki sebesar 20.3%. Anemia lebih banyak terjadi pada remaja putri yaitu 32,0% pada kelompok umur 15-24 tahun. Sesuai rekomendasi World Health Organization (WHO) tahun 2011, upaya pencegahan dan penanggulangan anemia pada remaja putri dan Wanita Usia Subur (WUS) difokuskan pada kegiatan promosi dan pencegahan, yaitu peningkatan konsumsi makanan kaya zat besi, suplementasi Tablet Tambah Darah (TTD), serta peningkatan fortifikasi bahan pangan dengan zat besi dan asam folat. Tujuan dari penelitian ini adalah untuk menganalisis hubungan pengetahuan tentang anemia dengan perilaku pencegahan anemia pada remaja putri di Dayah Terpadu Al-Madinatuddiniyah Syamsuddhuha Kecamatan Dewantara Kabupaten Aceh Utara. Penelitian ini merupakan penelitian observasional dengan pendekatan crossectional. Populasi dalam penelitian ini adalah remaja putri tingkat Madrasah Aliyah kelas 3. Jumlah sampel dalam penelitian ini adalah 60 orang, dengan menggunakan pengambilan sampel secara total sampling. Hasil uji chi – squre test diperoleh nilai p-value < 0,05 menunjukkan ada hubungan pengetahuan tentang anemia dengan perilaku pencegahan anemia pada remaja putri. Untuk mencegah anemia, remaja harus mengkonsumsi asupan makanan yang cukup gizi dan tablet besi secara rutin serta meningkatkan pengetahuan dengan update informasi melalui berbagai media dan mengikuti penyuluhan tentang anemia yang disampaikan oleh tenaga kesehatan dengan melibatkan teman sebaya yang merupakan lingkungan terdekat remaja putri.
HUBUNGAN PENGETAHUAN DAN SIKAP WANITA USIA SUBUR TENTANG PEMERIKSAAN INSPEKSI VISUAL ASAM ASETAT (IVA) DI WILAYAH KERJA PUSKESMAS TANAH LUAS KABUPATEN ACEH UTARA Nurmila, Nurmila; Elizar, Elizar; Jasmiati, Jasmiati; Rosyita, Rosyita
Indonesian Trust Health Journal Vol 6 No 2 (2023): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v6i2.185

Abstract

Cervical cancer is a women's health problem that needs to be taken seriously. Cervical cancer is called cervical cancer which is a malignant tumor that grows in the cervix starting from the cervix, the area of ​​the female reproductive system that enters the uterus between the uterus and the vaginal canal. Cervical cancer is the fourth most common cancer in women worldwide and is a global cause of morbidity and mortality. Indonesia's 2019 data on cervical cancer was 23.4 per 100,000 population with an average death rate of 13.9 per 100,000 population. Globocon data, 2020 in Indonesia is around 36,633 cases (17.2%) of all cancer cases. Early detection of cervical cancer includes organized programs for the appropriate age group and an effective referral system for all medical services. One of the policies that has been taken by the government is the Cancer Control Program, especially Early Detection of Uterine Cancer using the IVA Method (Visual Inspection of Acetic Acid). Awareness of IVA as an early detection of cervical cancer is important for us to educate, because if it is detected positively it can be treated immediately and prevent it from happening. the cancer does not progress to a more advanced stage of cancer. The aim of this research is to determine the knowledge and attitudes of women of childbearing age regarding VIA examinations of 58 people in the Tanah Luas Community Health Center Work Area, North Aceh Regency. Research Method: The type of research used is observational with a cross-sectional approach where subjects are observed only once with measurements of the independent variable and the dependent variable. The results of the research show that there is a relationship between knowledge and attitude with VIA examinations, of the 58 respondents, with good knowledge, 27 people were willing to carry out VIA examinations, namely 69% and for respondents' attitudes towards IVA examinations, the results showed that WUS with a positive attitude were willing to carry out examinations. IVA was 25 people, namely 89%. It is hoped that women of childbearing age will always increase their knowledge by seeking information about IVA examinations as early detection and prevention of cancer. Abstrak Kanker serviks merupakan masalah kesehatan wanita yang perlu diperhatikan secara serius. Kanker servik disebut kanker leher rahim yang merupakan tumor ganas yang tumbuh di leher rahim di mulai dari leher rahim, area sistem reproduksi wanita masuk ke rahim antara rahim dan liang vagina. Kanker Serviks adalah kanker paling umum ke empat pada wanita diseluruh dunia dan menjadi penyebab global terjadinya morbiditas dan mortalitas . Data Indonesia tahun 2019 tentang kanker leher rahim sebesar 23,4 per 100.000 penduduk dengan rata-rata kematian 13,9 per 100.000 penduduk. Data Globocon, 2020 di Indonesia berkisar 36.633 kasus ( 17.2 % ) dari seluruh kasus kanker. Deteksi dini kanker serviks mencakup program terorganisir untuk kelompok usia yang tepat dan sistem rujukan yang efektif untuk semua layanan medis. Salah satu kebijakan yang telah di ambil oleh pemerintah adalah Program Pengendalian Kanker Khususnya Deteksi Dini Kanker Rahim dengan Metode IVA (Inspeksi Visual Asam Asetat).Kesadaran IVA sebagai deteksi dini kanker serviks penting untuk kita edukasikan, karena bila terdeteksi positif dapat segera diobati dan mencegah supaya kanker tidak berkembang menjadi kanker stadium lebih lanjut. Tujuan Penelitian ini adalah Untuk mengetahui pengetahuan dan sikap wanita usia subur tentang Pemeriksaan IVA sebanyak 58 orang di Wilayah Kerja Puskesmas Tanah Luas Kabupaten Aceh Utara. Metode Penelitian : Jenis penelitian yang digunakan adalah observasional dengan pendekatan Cross-sectional dimana subyek diobservasi satu kali saja dengan pengukuran variabel bebas dan variabel terikat. Hasil penelitian menunjukkan bahwa ada hubungan antara pengetahuan dan sikap dengan Pemeriksaan IVA, dari 58 responden, dengan pengetahuan baik yang mau melakukan pemeriksaan IVA sebanyak 27 orang yaitu 69 % dan untuk Sikap responden dengan Pemeriksaan IVA diperoleh hasil bahwa WUS dengan sikap positif yang mau melakukan pemeriksaan IVA sebanyak 25 orang yaitu 89 % . Diharapkan kepada wanita usia subur agar selalu menambah pengetahuannya dengan cara mencari informasi tentang pemeriksaan IVA sebagai deteksi dini terhadap pencegahan kanker.
HUBUNGAN UMUR IBU DAN PARITAS TERHADAP BERAT BADAN LAHIR BAYI DI KECAMATAN MUARA BATU KABUPATEN ACEH UTARA Jasmiati, Jasmiati; Iswani, Rayana; Rosyita, Rosyita; Elizar, Elizar
Indonesian Trust Health Journal Vol 7 No 1 (2024): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v7i1.235

Abstract

Baby health is one of the important parameters in measuring the effectiveness of health services in a country. Baby’s birth weight is an indicator of a newborn's health, that is, a baby is born healthy and full term. In 2020, globally, of the 19.8 million newborns, around 14.7% were low birth weight (LBW) babies who were more likely to die in the first month of life. The factors causing LBW are multifactorial. Maternal characteristic factors also influence the incidence of LBW, including parity, maternal age, and others. The aim of this study was to analyze the relationship between maternal age and parity on the birth weight of babies in the Afrah Independent Midwife Practice (PMB), Muara Batu District, North Aceh Regency. This research is an observational study with a cross-sectional approach. The population in this study were all post partum mothers recorded in medical records in 2023 with the sample criteria being mothers giving birth to live babies and term gestational age at delivery. The number of samples in this study was 75 people, using total sampling. The results of the chi - squre test obtained a p-value < 0.05 indicating that there was a relationship between maternal age and parity on the baby's birth weight. It is important for pregnant women to pay attention to their health, get good prenatal care by having regular Antenatal Care (ANC) checks from the start of pregnancy and obtain health education. Abstrak Kesehatan bayi adalah salah satu parameter penting dalam mengukur efektivitas layanan kesehatan di suatu negara. Berat badan lahir bayi merupakan salah satu indikator kesehatan bayi baru lahir yaitu seorang bayi lahir dalam kondisi sehat dan cukup bulan. Pada tahun 2020, secara global dari 19,8 juta bayi baru lahir sekitar 14,7% adalah bayi dengan berat badan lahir rendah (BBLR) yang lebih mungkin meninggal pada bulan pertama kehidupannya. Faktor penyebab terjadinya BBLR adalah multifaktor. Faktor karakteristik ibu juga mempengaruhi kejadian BBLR, diantaranya paritas, usia ibu, dan lain lain. Tujuan dari penelitian ini adalah untuk menganalisis hubungan umur ibu dan paritas terhadap berat badan lahir bayi di Praktik Mandiri Bidan (PMB) Afrah Kecamatan Muara Batu Kabupaten Aceh Utara. Penelitian ini merupakan penelitian observasional dengan pendekatan crossectional. Populasi dalam penelitian ini adalah semua ibu post partum yang terdata pada rekam medis tahun 2023 dengan kriteria sampel adalah ibu melahirkan bayi hidup dan usia kehamilan aterm saat persalinan. Jumlah sampel dalam penelitian ini adalah 75 orang, dengan menggunakan pengambilan sampel secara total sampling. Hasil uji chi – squre test diperoleh nilai p-value < 0,05 menunjukkan ada hubungan umur ibu dan paritas terhadap berat badan lahir bayi. Penting bagi ibu hamil untuk memperhatikan kesehatan, mendapatkan perawatan prenatal yang baik dengan melakukan pemeriksaan Antenatal Care (ANC) secara teratur dari sejak awal kehamilan serta memperoleh pendidikan kesehatan.
PENGARUH GETARAN TERHADAP MUTU BETON PADA KONDISI FASE PLASTIS SAMPAI FASE SETTING Asril, Syamsul; Wiyono, Sugeng; Elizar, Elizar
JURNAL TEKNIK SIPIL Vol 12, No 2 (2023): Volume 12 Nomor 2 November 2023
Publisher : Jurusan Teknik Sipil, Fakultas Teknik, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jts.v12i2.32369

Abstract

Vibration caused by vehicles crossing the side of the road which is in the process of casting and compacting the rigid road pavement layer needs to be considered, especially during the plastic phase and setting phase. These two phases are estimated to greatly affect the quality of the concrete which will have an impact on damage to the concrete. The purpose of this study was to determine the effect of vibration on the quality of concrete in the plastic phase and setting phase. The research method uses a vibration modification machine simulation by placing concrete test objects according to the age of the concrete in the plastic phase and the setting phase. The magnitude of the vibration frequency of the vibrated vehicle is 3 Hertz. The vibration value used is in accordance with the field conditions of the vehicle plunging the road that is being repaired/constructed in an area that is traversed by heavy traffic and large loads, namely the Gajah Mada Duri Road area. The results showed that the effect of vibration on the condition of the plastic phase of the vibrated concrete will still meet the quality of concrete with an average value of Fs 51.99 Kg/cm2 Fs 45. While the Setting phase does not meet the quality of concrete with an average value of Fs 42, 78 Kg/cm2 Fs 45. This means that vibration due to passing vehicles will have the quality of the concrete during the setting phase.
The Effect Of Health Education Using Leaflet Media And Lecture Methods On Increasing Pregnant Women's Knowledge About Gestational Diabetes Mellitus In The Working Area Of The North Aceh District Community Health Center Elizar, Elizar; Jasmiati, Jasmiati; Prihatin, Nova Sumaini; Yusnaini, Yusnaini; Pebryatie, Elit; Nurrochmi, Endang
Jurnal Medisci Vol 3 No 2 (2025): Vol 3 No 2 October 2025 (In Progress)
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/medisci.v3i2.886

Abstract

Background: Gestational diabetes mellitus (GDM) is a growing global health concern with increasing maternal-fetal morbidity and long-term health risks, and poor knowledge of GDM among pregnant women raises the potential for serious complications. Aim: This study aims to analyze the effect of health education using leaflets and lectures on pregnant women's knowledge about gestational diabetes mellitus in the community health center (Puskesmas) in North Aceh Regency. Methods. The study used a quasi-experimental design with a non-equivalent control group. The sample was drawn from pregnant women undergoing antenatal care at the community health center (Puskesmas) in North Aceh Regency, with a total of 64 respondents from the intervention and control groups. Respondents were selected using purposive sampling according to predetermined criteria. Results: The Wilcoxon signed-rank test showed a significant difference in knowledge before and after health education using lectures and leaflets on pregnant women's knowledge. Conclusions: Health education using lectures and leaflets has a greater impact on improving pregnant women's knowledge than lectures alone. Implications: Healthcare providers should develop health education programs that combine several simple and clear educational methods about gestational diabetes mellitus for pregnant women and their families.
PENGARUH AKTIFITAS FISIK DAN CEMAS TERHADAP AKTIVITAS SEKSUAL PADA IBU MENOPAUSE DI KECAMATAN MUARA DUA KOTA LHOKSEUMAWE Nurmila, Nurmila; Jasmiati, Jasmiati; Elizar, Elizar
Indonesian Trust Health Journal Vol 4 No 1 (2021): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v4i1.72

Abstract

The decline as the effect of menopause will cause the decline in various body system, including the decline in mothers’ sexuality. It can happen when there are physical change, psychological change, the lack of information and knowledge of the change in mothers, and people’s negative perception on sexuality in old age. The objective of the research was to analyze factors physical activit, and apprehensiveness, which influenced sexual activity of menopause mothers in Muara Dua Subdistrict, Lhokseumawe. The research used observational method with cross sectional design. The population was all menopause mothers who still had spouses and lived in Muara Dua Subdistrict, and 82 of them were used as the samples. The data were analyzed by using univatriate analysis, bivatriate analysis. The result of the research showed that of 82 respondents, 56.1% of them were not sexually active. The result of chi square statistic test showed that the variables of physical activities and apprehensiveness (p < 0.001). It is recommended that menopause mothers should keep the health and bodies fresh, decrease physical activities by cooperating with families, especially husbands and should be willing to tell about sexuality in the menopause period to decrease apprehensiveness. Mothers and their husbands should have good perception on sexual activity during menopause so that they can increase their sexual life during menopause. Abstrak Kemunduran akibat masa menopause akan membawa dampak pada penurunan berbagai sistim tubuh termasuk penurunan seksualitas ibu. Penurunan seksualitas pada ibu menopause dapat terjadi karena adanya perubahan pada fisik. Jenis penelitian adalah observasional dengan pendekatan Cross-sectional. Penelitian ini bertujuan menganalisis hubungan aktivitas fisik dan cemas terhadap aktivitas seksual pada ibu menopause. Populasi pada penelitian ini adalah semua ibu menopause yang ada di kecamatan Muara Dua sebanyak 544 orang. Sampel dalam penelitian ini diambil berdasarkan rumus Lameshow dengan jumlah sampel 82 orang. Analisis data menggunakan analisis univariat, analisis bivariat dengan uji Chi-squre. Hasil penelitian dengan uji Chi-square menunjukkan hasil bahwa aktivitas fisik dan cemas sangat berpengaruh terhadap aktivitas seksual yaitu (p < 0,001). Disarankan kepada tenaga kesehatan terutama bidan dan perawat yang bertugas di Puskesmas terutama saat kegiatan di luar gedung agar dapat melakukan komunikasi, memberikan informasi dan edukasi terutama tentang aktivitas seksualitas masa menopause.
Revolusi Pendidikan Seni: Seni Pertunjukan Tari dan Musik dalam Era Teknologi Nurmalena, Nurmalena; Ernawita, Ernawita; Arnailis, Arnailis; Elizar, Elizar
Jurnal Pendidikan Teknologi Informasi dan Vokasional Vol 5, No 2 (2023): Jurnal Pendidikan Teknologi Informasi dan Vokasional
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jptiv.v5i2.29127

Abstract

Art has been an integral component of human culture for centuries, allowing individuals to express themselves creatively through various art forms, such as dance and music. However, with the advancement of technology, art education has undergone a significant revolution. This article discusses the impact of this revolution in art education, particularly in the context of performing arts such as dance and music, and how technology has changed the way art is taught, learned, and applied. This research utilizes a descriptive qualitative approach to depict the impact of technology in art education. Data was obtained through a literature review, using sources such as journals, books, and articles from platforms like Google Scholar and Crossref. The research findings indicate that the Art Education Revolution represents a significant shift in how the performing arts of dance and music are taught, learned, and applied in the age of technology. Thoughtful integration of technology in art education allows learners to harness both traditional and technological aspects for a balanced and relevant learning experience in the modern world. Technology serves as a crucial tool in achieving these goals and supports the holistic development of learners in art education.Keywords: Art Education Revolution, Music Art, Dance Art, Technology
Image Data Acquisition and Classification of Vannamei Shrimp Cultivation Results Based on Deep Learning Melinda, Melinda; Muthiah, Zharifah; Arnia, Fitri; Elizar, Elizar; Irhmasyah, Muhammad
MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol. 23 No. 3 (2024)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/matrik.v23i3.3850

Abstract

This research aimed to employ deep learning techniques to address the classification of Litopenaeus vannamei cultivation results in land ponds and tarpaulin ponds. Despite their similar appearance, distinguishable differences exist in various aspects such as color, shape, size, and market price between the two cultivation methods, often leading to consumer confusion and potential exploitation by irresponsible sellers. To mitigate this challenge, the research proposed a classification method utilizing two Convolutional Neural Network (CNN) architectures: Visual Geometry Group-16 (VGG-16) and Residual Network-50 (ResNet-50), renowned for their success in various image recognition applications. The dataset comprised 2,080 images per class of vannamei shrimp from both types of ponds. Augmentation techniques enhanced the dataset’s diversity and sample size, reinforcing the model’s ability to discern shrimp morphology variations. Experiments were conducted with learning rates of 0.001 and 0.0001 on the Stochastic Gradient Descent (SGD) and Adaptive Moment Estimation (ADAM) optimizers to evaluate their effectiveness in model training. The VGG-16 and ResNet-50 models were trained with a learning rate parameter of 0.0001, leveraging the flexibility and reasonable control provided by the SGD optimizer. Lower learning rate values were chosen to prevent overfitting and enhance training stability. The model evaluation demonstrated promising results, with both architectures achieving 100% accuracy in classifying vannamei shrimp from soil ponds and tarpaulin ponds. Furthermore, experimental findings highlight the superiority of using SGD with a learning rate of 0.0001 over 0.001 on both architectures, underscoring the significant impact of optimizer and learning rate selection on model training effectiveness in image classification tasks.
Mitigating Workplace Accident Risks through Training on the Introduction and Simulation of Personal Protective Equipment Use among Construction Workers: Mitigasi Risiko Kecelakaan Kerja melalui Pelatihan Pengenalan dan Simulasi Penggunaan Alat Pelindung Diri pada Pekerja Konstruksi Soehardi, Fitridawati; Rahmat, Hendri; Idris, Marlaily; Dinata, Marta; Elizar, Elizar; Dewi, Sri Hartati; Ardiansyah, Rony; Sari, Yusra Aulia; Panjaitan, Yohana Pinta Uli; Rahmadhany, Rezky Aulia
Dinamisia : Jurnal Pengabdian Kepada Masyarakat Vol. 9 No. 5 (2025): Dinamisia: Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/

Abstract

The construction industry has a high rate of workplace accidents due to the low compliance of workers in using Personal Protective Equipment (PPE). To address this issue, a community service program was conducted in the form of training on the introduction and simulation of PPE usage aimed at improving the knowledge, skills, and awareness of construction workers. The program was implemented using an educational–participatory approach through four stages: needs analysis, occupational safety counseling, simulation-based field practice training, and evaluation with monitoring. The evaluation results showed an increase in participants’ knowledge by 36,48%, from an average pre-test score of 56.33% to 95,81%, and an improvement in compliance with PPE usage by 36.42%. Moreover, 92,22% of participants reported becoming more disciplined in using PPE after the training. This program demonstrates that simulation-based methods effectively foster safe work behavior. It is recommended that similar training be conducted regularly, supported by internal supervision and reminder posters to strengthen a sustainable safety culture.
Co-Authors A Admiral A'la, Nurul Adhyaksa, Faisal Faridh Adriati, Yolly Agung Prihatmojo, Agung Alvionida, Fitra Andela, Jhori Apriza, Berta Ardiansyah, Rony Arnailis Arnailis Asmaul Husna Astryna, Syarifah Yanti Asyraful Ihsan Azhari, Rizki Azra, Ery Badawi, Badawi Bintang Zaura Cut Morina, Zubainur Deddy Purnomo Retno Deprizon Syamsunur, Deprizon Dewi Sri Kuning, Dewi Sri Dewi, Sri Hartati Dewita Dewita Ediwar Ediwar edy susanto ERNAWITA ERNAWITA Farhan, Dani Fathurrahman Fathurrahman Fatiyani Firdaus Firdaus Firman Firman Fithriany Fitraniar, Iin Fitri Arnia Fitridawati Soehardi, Fitridawati Hamzaini, Hamzaini Heltha, Fahri Hendri Rahmat, Hendri Herlinda Mansyur Ilahi, Rendi Kurnia Imam Muslim, Imam Irhmasyah, Muhammad Irnawati Irnawati Iswani, Rayana Jasmiati Jasmiati, Jasmiati Jasmiati, Jamiati Jasmiyati, Jasmiati Kartinazahri, Kartinazahri Kartini Putri, Hendrika Wijaya Keumalahayati Kurniawan, Mahadi Lutfi, Mutia M Ikhsan Mailizar Mailizar Maiprillia, Puja Makulua, Korlina Malahayati, M. Marlaily Idris Marta Dinata Martis, Martis Meilina, Rulia Melinda Melinda Mikaresti, Pamela Miko , Ampera Mochammad Imron Awalludin Muhardiffa, Azzahra Muhiban, Muhiban MUHIBBAN, MUHIBBAN Muhklis, Defri Ahmad Muttaqin, Muchammad Zaenal Nazira Nazira Nurmalena, Nurmalena Nurmila, Nurmila Nurrochmi, Endang Pandia, Betharia Sembiring Panjaitan, Yohana Pinta Uli Pattiruhu, Claudia Monique Pebryatie, Elit Prayuda, Novandra Prihati, Nova Sumaini Prihatin, Nova Sumaini Puspa Ningrum Putra, Rio Eko Putri, Hendrika Wijaya Kartini Putri, Hendrika Wijaya Katrini Putri, Hendrika Wijaya Kusuma Putri, Tasya Rahmadani Putri, Tasya Rahmadani Putrid Rafiloza, Rafiloza Rahmadhany, Rezky Aulia Retno, Deddy Purnomo Rosdiana, Eva Rosdiana, Yanti Rosyita, Rosyita Rosyta, Rosyta Rusdha Muharar, Rusdha Sari, Yusra Aulia Seriana, Irma Sopandi, Agus Tatang Sriyanto Sriyanto Sugeng Wiyono Syafniati, Syafniati Syahminan, Mohamad Syahyadi, Rizal Syamsul Asril Syofia, Ninon Thalib, Najdah Toyeb, Muhammad Trisna, Tasya Aprilla Wahida Wahyuni Wahyu Rahmadhan, Wahyu Yuhasriati, Yuhasriati Yunidar Yuniwati, Cutyuniwati Yusnaini Yusnaini Zharifah Muthiah Zulfahmi Zulfahmi Zulkifley, Mohammad Asyraf