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The Impact of Screen Time Duration and Eye Rest Habits on Students of Muhammadiyah 4 High School, Depok City in 2024
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Kelelahan mata umum terjadi di kalangan siswa karena penggunaan perangkat elektronik seperti smartphone yang berkepanjangan. Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor yang berkontribusi terhadap keluhan kelelahan mata di SMA Muhammadiyah 4 Kota Depok, dengan fokus pada hubungan antara faktor individu, perangkat digital, dan lingkungan. Metode: Dalam penelitian ini, variabel dependen adalah kelelahan mata dan variabel independen adalah postur tubuh saat menggunaka...
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The Effect of Service Quality on the Satisfaction of Bpjs Patients in the Outpatient Installation of Lawawoi Health Center, Sidenreng Rappang Regency
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Kualitas layanan sangat penting untuk kepuasan pelanggan, khususnya di bidang layanan kesehatan, karena kualitas layanan berdampak pada persepsi dan kepercayaan pasien. Fakta tersebut menyoroti permasalahan seperti staf yang tidak ramah, perilaku yang kurang ramah, perlakuan yang dirasakan tidak setara, tidak adanya staf yang melakukan konseling, dan terbatasnya fasilitas ruang tunggu. Metode: Pendekatan yang digunakan adalah pendekatan kuantitatif dengan desain studi cross-sectiona...
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Description of Knowledge and Attitudes as Well as the Use of Artificial Sweeteners (Cyclamat And Saccharin) Around the Laweyan District Elementary Schools
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Penambahan aditif makanan, khususnya pemanis buatan, oleh produsen makanan tidak terlepas dari pengetahuan dan perhatian produsen terhadap aditif makanan tersebut. Penambahan aditif makanan, khususnya pemanis buatan, pada makanan atau minuman dipengaruhi oleh beberapa faktor, termasuk rendahnya pengetahuan pedagang dan harga pemanis buatan yang relatif lebih murah dibandingkan gula. Tujuan penelitian ini adalah untuk mengetahui gambaran umum pengetahuan dan sikap pedagang tentang pe...
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Differences in Knowledge Levels in Providing Online Fire Simulations and Offline Fire Simulations at a Steel Manufacturing Company in Semarang
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Perusahaan manufaktur besi dan baja memiliki potensi bahaya kebakaran yang tinggi karena proses produksinya menggunakan suhu di atas 400°C. Oleh karena itu, kemampuan pekerja dalam menurunkan risiko kebakaran dan merespons keadaan darurat kebakaran sangat diperlukan. Metode: Penelitian ini merupakan penelitian kuantitatif dengan metode kuasi-eksperimen menggunakan desain pre-test dan post-test. Penelitian melibatkan 50 pekerja yang dibagi menjadi dua kelompok. Kelompok pertama mend...
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Integrated Sustainable Manufacturing and Waste Management Framework for Medium-Density Fiberboard (MDF): Finite Element Methods-Based Structural Optimization for Bookshelf Applications
Medium-density fiberboard (MDF) is commonly used in furniture manufacture because of its consistent qualities, low cost, and ease of processing. However, its relatively short lifespan and rising market demand have resulted in substantial waste generation, posing serious environmental and disposal concerns. This study provides an integrated sustainable manufacturing and waste management framework for MDF that incorporates artificial intelligence technology and finite element method (FEM)-based st...
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Effect of Printing Speed on the Properties of 3D Printed Products Using Recycled PET Filament
Fitriyana, Deni Fajar
; Agung Efriyo Hadi
; Nugroho Suhodo
; Aldias Bahatmaka
; Januar Parlaungan Siregar
; Tezara Cionita
; Zuhriyan Ash Shiddieqy Bahlawan
; Achmad Yanuar Maulana
Recycled PET has been widely studied for its potential use in 3D printing applications. However, few research has examined how printing speed affects recycled PET filament products' mechanical and physical qualities. This research examines how printing speed influences the physical and mechanical qualities of 3D-printed PET filament goods created from mineral water bottle trash. In this study, filament fabrication is carried out using the homemade pultrusion machine, then the filament is used fo...
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Comparative Deep Learning Models for Indonesian Gold Price Forecasting
Putra, Albi Pernata Jomantara
; Williamsyah, Baginda Mi’raj
; Rizal, Achmad
; Dewanta, Favian
; Prasasti, Anggunmeka Luhur
; Ziani, Said
This study evaluates LSTM, CNN-LSTM, LSTM-GRU, and CNN-LSTM-GRU architectures for forecasting Indonesian gold prices using 1,269 daily observations (2022–2025). Models utilized Bayesian-optimized hyperparameters and were benchmarked against ARIMA-GARCH and Random Forest baselines across 30-day and 365-day horizons. Performance was assessed via MAE, RMSE, R², and MAPE, confirming deep learning’s superiority in capturing non-linear dynamics over classical methods. The LSTM-GRU achieved the best nu...
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Corrosion Inhibition of Mild Steel by Ethanolic Terminalia microcarpa Decne Leaf Extracts in 3.5% NaCl Solution: A Gravimetric and Surface Analysis Studies
Mild steel is widely used but vulnerable to corrosion, with conventional inhibitors posing toxicity risks. This study evaluated the leaf extracts of Terminalia microcarpa Decne, also locally known as kalumpit, as a green corrosion inhibitor for mild steel in a 3.5% NaCl solution. The prepared extracts, characterized by FTIR, were found to contain phytochemicals with inhibition potential. Weight loss measurements showed that inhibition efficiency was concentration-dependent, but was not influence...
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Digital Lean-Process Framework for Creative-Industry Efficiency (Case: Sipirok, Indonesia)
This study develops a community empowerment model for the creative economy by integrating local wisdom, education, institutional support, and technology while applying Value Stream Mapping (VSM) to reduce process inefficiencies affecting sustainable tourism. The research introduces Lean-based process optimization using engineering metrics such as cycle time, uptime, and defect ratio. Results indicate that Lean interventions reduced cycle time by 25.3%, increased uptime by 6.8%, and decreased wai...
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Comparative Evaluation of Automatic Labeling and Modeling Strategies for Indonesian Sentiment Analysis: Methodology and Performance Evaluation
Latifa, Khoiriya
; Agung Handayanto
; Nur Latifah Dwi M.S
; Rahul Bhandari
; Ton Nguyen Trong Hien
; Doston Pirnazarov
Sentiment analysis is vital for understanding consumer perception, yet Indonesian sentiment classification faces challenges due to labeled data scarcity and computational constraints. This study advances automatic labeling techniques and establishes performance benchmarks for Indonesian text. The research compares two labeling approaches InSet Lexicon and IndoBERT based Hugging Face pipeline on 8,447 Tapera-related opinions. Results show InSet Lexicon produced a highly skewed distribution (89.66...
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