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Drug Use Pattern Analysis Model Using the K-Means Algorithm as a Basis for Stocktaking Decision Making
Journal of Multimedia Trend and Technology
Vol 4
, No 2
(2025)
Analysis of drug usage patterns using the K-Means algorithm aims to group drug usage based on its usage level and determine the most optimal number of clusters as a basis for more appropriate and efficient stock management recommendations. This study only focuses on drug usage data for the period of January 1, 2025, to June 30, 2025, with the variables used being the number of drugs used and their frequency of use. The approach used is data mining with the K-Means Clustering method, as well as c...
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Pelatihan Pemanfaatan Limbah Minyak Jelantah Menjadi Lilin Aromaterapi Untuk Ibu-Ibu di Kelurahan Demakijo Kabupaten Klaten
Mina, Mina Putri
; Yulianti, Refica
; Megantara, Indah
; Kristiana, Pinkan Nur
; Setyawati, Elly
; Kurniawan, Jadid Bisma
; Shakti, Tivo Suta
; Puspaningrum, Puspaningrum
The Community
Vol 2
, No 1
(2025)
Used cooking oil waste is one of the environmental issues that can have adverse effects on health and ecosystems. This study aims to explore the use of used cooking oil as the main ingredient in the production of aromatherapy candles as an environmentally friendly alternative with economic value. Community service activities were conducted in Demakijo Village, Karangnongko Subdistrict, Klaten Regency, involving mothers from the PKK, Posyandu cadres, and members of the Women Farmers Group (KWT)....
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Inovasi Gizi Berbasis Pangan Lokal Melalui Integrasi Budi Daya Ikan dalam Galon (Budikdamlon) dan Hidroponik dalam Pencegahan Stunting
Daffina, Fabian
; Ghazali, Fabian Daffina
; Salsabil, Shafa Rizki
; Regista, Diofania
; Erlangga, Ferdian
; Karim, Choirul Abdul
; Maharani, Yashinta Intan
; Wijanarko, Clara Nur Steviyani
; Ananda, Okta Azrul
; Awalin, Lintang Daystinaya
; Kuncoro, Theopillus Nathanael
; Indreswary, Nadya Mesayu
; Nugroho, Ferdiantoro Asa
; Ruyaya, Ika Aftunifi
The Community
Vol 2
, No 1
(2025)
Stunting merupakan salah satu masalah gizi kronis yang berdampak serius terhadap kualitas sumber daya manusia di masa depan. Kondisi ini tidak hanya menghambat pertumbuhan fisik anak, tetapi juga memengaruhi perkembangan kognitif, produktivitas, dan kesejahteraan sosial ekonomi. Berdasarkan data tahun 2025, di Desa Ngabeyan, Kecamatan Karanganom, Kabupaten Klaten, tercatat 16 dari 109 balita mengalami stunting. Sebagai upaya pencegahan, mahasiswa KKN-PPM Universitas Slamet Riyadi (UNISRI) Kelomp...
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The Midwives’ Roles in Community-Based Stunting Prevention: A Qualitative Study in Primary Health Services
Gaster
Vol 23
, No 2
(2025)
Background Stunting remains a major public health concern in many low- and middle-income countries, with long-term consequences for cognitive development, educational achievement, and economic productivity. Midwives, particularly in decentralized health systems like posyandu in Indonesia, play a vital role in early prevention efforts. However, limited research has explored their contextualized contributions within community-based health services. Objective This study aimed to explore the strateg...
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Digital Transformation of Import Logistics for Operational Efficiency: Case-Based Evidence from the Plastics Industry
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
This study aims to explore the use of digital systems to reduce import process costs, increase the percentage of national direct deliveries from ports to consumers, and analyze the impact of proposed improvement measures. The research employs a single case study approach with data collected through observation, document analysis, and quantitative data collection from one of the biggest plastic resin distribution companies in Indonesia. The data were analyzed using the CIMO (Context-Intervention-...
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Comparative Performance of GLMM and GEE for Longitudinal Beta Regression in Economic Inequality Modelling
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Due to the shortcomings of conventional Gaussian methods, specialized models are frequently needed for longitudinal data analysis with bounded outcomes, such as the Gini ratio. In order to model economic inequality in Indonesia, this study compares the effectiveness of Generalized Linear Mixed Models (GLMM) and Generalized Estimating Equations (GEE) for beta-distributed longitudinal data. Root Mean Square Error (RMSE) and pseudo R-squared values are used to assess model performance using panel d...
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Predicting Habitat Suitability of Mahseer Fish (Tor spp.) in Tropical River Systems Using MaxEnt and Google Earth Engine: A Geospatial Modeling Approach
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Rivers are vital freshwater habitats that face threats of degradation and climate change. Mahseer fish, a key species, is in decline. This study predicted Mahseer fish habitats in Central Java using the Google Earth Engine and the MaxEnt machine learning algorithm. Environmental predictors, including NDVI, elevation, slope, river order, temperature, and rainfall, were extracted from Sentinel, SRTM, MODIS, and CHIRPS data. The model identified river order as the most influential variable (73%), f...
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Perbedaan Return Saham Sebelum dan Sesudah Stock Split Pada Perusahaan Indeks LQ-45 di BEI Periode 2019-2023
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to determine whether there is a significant difference in stock returns before and after stock splits among companies listed in the LQ-45 Index on the Indonesia Stock Exchange (IDX) during the 2019–2023 period. A stock split is a corporate action believed to provide a positive signal to investors. This research uses a quantitative approach with an event study method. The sample consists of 14 companies that carried out stock splits while being listed in the LQ-45 Index. Stock ret...
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Pemberdayaan Masyarakat Melalui Pelatihan Persiapan dan Pengemasan Area Kerja Massage dan Lulur Berbasis Service Excellent
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 2
(2025)
Services in the field of beauty, especially massage and scrub treatments, demand high standards of cleanliness, neatness, and comfort as part of the principle of service excellence. In order to improve the quality of service and professionalism of beauty practitioners, this training activity was held with a focus on the preparation and packaging of the work area. The main purpose of the training is to provide knowledge and skills to participants in arranging the workspace in a clean, neat, and a...
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Analisis Perbandingan Model Altman Z-Score, Springate, Fulmer, dan Taffler Dalam Memprediksi Financial Distress: Studi Pada Perusahaan Sub Sektor Pakaian & Barang Mewah Yang Terdaftar di BEI Periode 2021-2023
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This research is motivated by significant fluctuations and a decline in profits for companies in the clothing and luxury goods subsector listed on the IDX for the period 2021-2023, indicating potential financial difficulties. This research aims to evaluate the company's condition using four prediction models, namely Altman-ZScore, Springate, Fulmer, and Taffler, and to determine the most suitable model for the sector. The method applied is quantitative comparative with a purposive sample of 11 c...
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