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Pengaruh Liquidity, Leverage, Profitability, Sales Growth, dan Firm Size Terhadap Cash Holding
This research analyzed the influence of liquidity, leverage, profitability, sales growth, and firm size on cash holdings. The research is quantitative, using secondary data from annual financial reports of primary consumer industries listed on the Indonesia Stock Exchange from 2022 to 2024. Liquidity is measured by the Current Ratio, which is calculated as current assets divided by current liabilities. Leverage, proxied by the Debt-to-Equity Ratio, is measured by total liabilities divided by tot...
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Attention-Augmented GRU for Stock Forecasting: A Trade-Off Between Directional Accuracy and Price Prediction Error
R. Daniel Hartanto
; Guruh Fajar Shidik
; Farrikh Alzami
; Ahmad Zainul Fanani
; Aris Marjuni
; Abdul Syukur
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
Attention mechanisms have been widely incorporated into recurrent neural network architectures for financial time series forecasting, with most prior work reporting improvements in price-level error metrics. This study revisits that claim through a controlled empirical comparison of four deep learning architectures on nearly two decades of Telkom Indonesia (TLKM) closing price data from the Indonesia Stock Exchange (IDX). The models evaluated are a three-layer Gated Recurrent Unit (GRU) baseline...
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Cam Simulation and Dimensional Verification of CNC-Machined Orthopaedic Femoral Components: Toolpath Optimization and 3D-Scan Metrology
Setyoadi, Yuris
; Rifky Ismail
; Bayuseno, Athanasius Priharyoto
; I Nyoman Jujur
; Novriansyah, Robin
; Darmanto
; Prawibowo, Hartanto
; Anggoro, Paulus Wisnu
This study investigates the optimization of manufacturing femoral components for Total Knee Replacement (TKR) using Computer-Aided Manufacturing (CAM) simulation and 5-axis CNC milling, followed by dimensional verification based on 3D scanning. The machining process was simulated in Autodesk PowerMill to generate collision-free toolpaths for AISI 316L stainless steel. Dimensional verification was conducted by comparing the 3D-scanned physical model (using Creality CR-Scan Ferret Pro) with the or...
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Analisis Pola Global dan Lokal Determinan Prevalensi Stunting di Jawa Tengah Tahun 2024 Menggunakan Geographically Weighted Regression
Nugroho, Ivan Wahyu
; Febriansyah, Candra Rifki Eka
; Rahmadhani, Oktavia Suci
; Murti, Basugandhi Sasangka
; Sabil, Safina
; Zuhdi, Shaifudin
; Shaifudin Zuhdi, Universitas Sebelas Maret, Fakultas Teknologi Informasi dan Sains Data
Jurnal Kesehatan Masyarakat Indonesia
Vol 21
, No 1
(2026)
Latar belakang: Stunting masih menjadi permasalahan kesehatan masyarakat yang serius di Indonesia, salah satunya di Jawa Tengah. Pendekatan analisis global sering kali belum mampu menangkap perbedaan pengaruh determinan stunting secara local. Tujuan: Penelitian ini bertujuan untuk mengidentifikasi pola global dan lokal determinan stunting di Jawa Tengah menggunakan. Metode: Penelitian kuantitatif ini menggunakan data sekunder agregat dari 35 kabupaten/kota di Jawa Tengah. Analisis dilakukan meng...
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Analisis Implementasi Program Pengelolaan Penyakit Kronis (PROLANIS) Di Klinik Symponi Danarieva Medika Palembang
Jurnal Kesehatan Masyarakat Indonesia
Vol 21
, No 1
(2026)
Latar belakang: Program Pengelolaan Penyakit Kronis (Prolanis) merupakan program yang diberlakukan sejak tahun 2014 oleh BPJS Kesehatan sebagai upaya preventif dan promotif untuk penyakit DM tipe 2 dan Hipertensi. Namun kenyataannya, belum semua FKTP mampu menjalankan Prolanis sesuai dengan aturan yang sudah ditetapkan, salah satunya Klinik Symponi Danarieva Medika Kota Palembang dengan capaian sebesar 3,16%, 3,89%, 2,60% selama bulan Apri-Mei 2024 dari target nasional >5%. Metode: Penelitian in...
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Diversity of plankton species in different ecosystems on Beras Basah Island, Bontang, East Kalimantan
Imam Fadila, Muhammad
; Anjasmara, Aang Setyawan
; Rizal, Daisy Rahma
; Rusdi, Rismawaty
; Reynalta, Ricko
Beras Basah Island, located in the coastal waters of Bontang City, East Kalimantan, is a marine conservation area characterized by diverse coastal ecosystems, including marine waters, coral reefs, and seagrass beds. These ecosystems support various aquatic organisms, including plankton communities that play a key role in marine food webs. This study aimed to examine the composition, abundance, and diversity of plankton across three different ecosystems around Beras Basah Island. Sampling was con...
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Mangrove Biodiversity for Coastal Resilience and Sustainability: A Dynamic Case Study from Indonesia
Martuti, Nana Kariada Tri
; Jabbar, Abdul
; Irsadi, Andin
; Sidiq, Wahid Akhsin Budi Nur
; Melati, Inaya Sari
; Eldin Khair, Amar Sharaf
; Mutiatari, Dhita Pracisca
Mangrove degradation and socio-economic vulnerability in the Kendal coast require an integrated approach. The study used ecological surveys (mangrove vegetation analysis, avifauna) and socio-economic (n=186 households). Integrated Coastal Management (ICM) analysis and model were developed using a dynamic approach, encompassing problem identification, conceptual model formulation, and validation preparation. 14 mangrove species (H' index = 1.58–1.80) and 61 bird species (H' = 3.50) were found. Co...
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Optimization of Coconut Fiber and Styrofoam Composition in Concrete to Improve Strength and Sound Absorption
Purwanto
; Firmawan, Ferry
; Ahmad, Fahrudin
; Purwanti, Hani
; Husna, Aimmatul
; Darus, Nadirah
; Haron, Zaiton
; Yahya, Khairulzan
This study aimed to evaluate the effect of coconut husk and Expanded Polystyrene (EPS) composition on the mechanical and acoustic properties of lightweight concrete. The research was conducted experimentally using a two-way factorial design with coconut husk variations of 0%, 0.5%, 1%, 1.5%, and 2% of cement weight and EPS variations of 0%, 10%, 20%, and 30% of coarse aggregate volume. A total of 20 mix variations (5 coir levels × 4 EPS levels) were prepared with three replications for each test...
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IMPLEMENTATION OF GOOD AND STRONG CULTURE FOR ISLAMIC MINDFULNESS THERAPY AS AN ALTERNATIVE TO OVERCOMING ANXIETY AND DEPRESSION
Journal of Emerging Technology in Teaching and Learning
Vol 2
, No 1
(2026)
This study aims to explore the effectiveness of implementing BAKU (Good and Strong) culture in Islamic mindfulness therapy as an alternative treatment for anxiety and depression among young Muslims, particularly in the Daarut Tauhiid Bandung environment. The background of this study is based on the high prevalence of mental health disorders, such as anxiety and depression, among Indonesian adolescents, which are exacerbated by the pressures of the digital era and the lack of interventions based...
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Workshop Pembuatan Urea Molasses Block (UMB) untuk Meningkatkan Produktivitas Ternak di Kecamatan Windusari, Kabupaten Magelang
Pradita, Linda Eka
; Manggala Wijaya, Ahmad Rino
; Oktaviana, Tiara
; Hasna Aribah, Nisrina Zaidatun
; Intan Meilisa, Maulidya
; Salman Fata, Muhammad
; Aulia, Fara
; Yuliana, Tri Wahyu
; Arifina Qulba, Shefie
; Rahayu Pramesti, Yuliani
; Luthfie Freessylia, Brilliant
; Khaidar Ali, Wildan
; Oktaviana, Tiara
Pakan adalah faktor penting dalam sektor peternakan. Bidang peternakan menjadi fokus pengembangan di Kelurahan Bandarsedayu yang terletak di Kabupaten Magelang. Kondisi geografi sesuai dengan adaptasi hewan dan sumber pakan berupa rumput yang cukup berlimpah. Namun, tidak semua rumput dapat memenuhi kebutuhan mineral ternak karena beberapa faktor. Teknologi pakan tambahan seperti Urea Molase Blok yang memiliki kandungan mineral tinggi. Tujuan dari pengabdian ini adalah untuk mengedukasi masyarak...
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