This study set out to ascertain the effects of work environment and motivation on employee performance.The study's population comprised forty employees from Medan Special Eye Hospital's management department.The data was analyzed with both multiple linear regression analysis and descriptive analysis.    Employee performance at Medan Eye Specialty Hospital is significantly impacted by the work environment and motivation, according to the results of this hypothesis test. This study show that "the work environment of employees at Medan Eye Specialty Hospital has a good and significant impact on their performance”.  "Employee performance at Medan's Special Eye Hospital is positively and significantly impacted on work motivation”.

Social and economic disparities between regions in Indonesia are still a serious problem, reflected in the high Gini Ratio and disparities in purchasing power. The Consumer Price Index (CPI) is an important indicator in measuring consumption patterns and price pressures between regions. This study aims to cluster 150 districts/cities based on consumption patterns through the CPI using the Agglomerative Hierarchical Clustering (AHC) and Spectral Clustering methods combined with Principal Component Analysis (PCA). The innovation lies in the comparison of the two clustering methods as well as the application of PCA to clarify the data structure. Evaluation with Silhouette Score and Davies-Bouldin Index showed that AHC gave the best results with four representative clusters (Silhouette: 0.76; DBI: 0.32), compared to Spectral Clustering with three clusters (Silhouette: 0.75; DBI: 0.54). Each cluster has different expenditure characteristics, useful for data-driven policy making. These results show that AHC is more effective in capturing interregional variations in consumption.

The ease of investing in the digital era has driven Generation Z to dominate stock market participation, particularly in blue-chip stocks such as PT Bank Rakyat Indonesia Tbk (BBRI). However, stock price fluctuations influenced by macroeconomic factors, regulations, and global market sentiment make it difficult for investors to make accurate decisions. Decisions based on insufficient information pose a significant risk of loss, especially for novice investors. This study proposes a hybrid LSTM-XGBoost approach for predicting BBRI stock prices, combining the strengths of LSTM in capturing nonlinear time series patterns and XGBoost's effectiveness in reducing prediction errors. The model leverages both historical data and feature extraction outputs from the LSTM model. Future stock price values are then predicted by XGBoost using this combined dataset. The Hybrid LSTM XGBoost model outperforms the individual base models in terms of prediction accuracy, achieving an RMSE of 117.89, MAE of 92.45, and MAPE of 2.21%.

This study's goal is to ascertain the connection between liquidity ratio (CR), asset management (TATO), capital structure (DAR) and firm size on financial performance, The  property & real estate firms that were listed between 2019 and 2023 on the Indonesia Stock Exchange (IDX). The study's sample, which was 52 companies in a period of (5) periods with a total of 260 data. The multiple regression analysis is used in this study method with the type of panel data with the Random Effect Model (REM) method. According to the study's findings that asset management has a favorably and significantly effect on financial performance, capital structure has a negatively and significantly effect on financial performance, but liquidity ratio and firm size have no effect on financial performance.

The selection The selection process for prospective crew members is a crucial stage for the company, especially at PT. Timas Suplindo. However, it is often difficult to determine prospective crew members who are competent in their fields. The selection process for prospective crew members is considered ineffective because decision making still has to consider many aspects. The purpose of this study is to create a website-based application and make it easier for the company, especially Human Resource Development (HRD), to obtain competent crew members who meet the specified criteria. This method was chosen because the assessment process is transparent because each stage of assessment and weighting can be tracked and increases accountability in decision making.
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Batang Regency features diverse geographical characteristics, including coastal areas, lowlands, and mountains, which make it vulnerable to various natural disasters such as floods, landslides, and volcanic eruptions. The increasing activity of sand and stone mining along rivers has further exacerbated environmental degradation, heightening the risk of such disasters. To address this issue, a system is needed to help the local government accurately classify disaster-prone areas. A Geographic Information System (GIS) for disaster risk mapping serves as an effective solution to identify and visualise vulnerable locations across Batang Regency. This system supports disaster prevention, response, and targeted aid distribution. With public access to the system, it also promotes data transparency, strengthens community trust in the local government, and raises public awareness of potential disaster threats in their surroundings.

Payroll in a company is one of the activities that has a very important role in the development of information technology. In a company, the payroll system is a very important activity because payroll is related to the payment of wages that employees are entitled to. In technological developments, currently many companies use computerized payroll data processing. The treasurer records and processes data for payment of employee salaries for the contributions they make to the company and prepares employee payroll reports to be submitted to company leadership. The payroll system and calculation of PPh Article 21 at PT Utama Farma Kendal has problems in processing employee salary data and calculation of PPh Article 21 using Microsoft which is vulnerable to master confusion due to user carelessness. Apart from that, it has weaknesses in data security because it can be easily accessed so it is prone to data manipulation. This research aims to develop a payroll information system and calculation of PPh Article 21 at PT Utama Farma Kendal using the PHP programming language and MySQL database. The results of this research conclude that the existence of a payroll system and calculation of PPh Article 21 can facilitate the performance of finance officers who are responsible for the process of calculating employee salaries.

Tension Type Headache (TTH) is a common health problem that has a significant impact on an individual's quality of life. Various physical therapies have been used to treat TTH symptoms, including Myofascial Release (MFR) and Muscle Energy Technique (MET). However, stronger evidence is still needed on the effectiveness of combining these two techniques in reducing the intensity of pain and improving the quality of life of TTH patients. The research aims to analyse the effectiveness of a combination of MFR and MET techniques on reducing pain intensity, increasing cervical range of motion, and improving the quality of life of TTH patients. This study used a systematic review method with a PRISMA-P approach and a PICOS framework. The research sample consisted of articles published between 2020 and 2025, which were identified through searches in the PubMed, Crossref, and Web of Science databases. Data analysis was conducted descriptively based on the results found in relevant studies.The results showed that the intervention of MFR and MET significantly reduced pain intensity, increased cervical range of motion, and improved the quality of life of TTH patients. The study shows that the combination of MFR and MET techniques is effective in managing TTH symptoms and can improve the patient's quality of life. These results provide a basis for non-pharmacological physical therapy in the management of TTH.

Penelitian ini bertujuan untuk mengidentifikasi dan menganalisis tingkat kesadaran orang tua mengenai pentingnya pendidikan anak usia dini (PAUD) di wilayah komunitas rentan, khususnya di Tempat Pembuangan Akhir (TPA) 2 Karya Jaya, Kecamatan Kertapati, Kota Palembang. Pendekatan kualitatif deskriptif dengan metode studi fenomenologi digunakan untuk menggali secara mendalam pengalaman dan pandangan para orang tua terhadap pendidikan anak usia dini. Hasil penelitian menunjukkan bahwa mayoritas orang tua belum sepenuhnya memahami esensi pendidikan anak usia dini sebagai fondasi perkembangan anak. Hambatan-hambatan seperti rendahnya tingkat pendidikan orang tua, kondisi ekonomi keluarga, serta terbatasnya akses terhadap layanan pendidikan menjadi faktor utama rendahnya partisipasi dalam PAUD. Namun, keberadaan PAUD Ceria yang dikelola oleh Lembaga Satu Amal Indonesia memberikan dampak positif yang nyata, khususnya dalam membangun kesadaran dan partisipasi orang tua. Penelitian ini menekankan pentingnya sinergi antara lembaga sosial, masyarakat, dan pemerintah dalam memperluas akses serta meningkatkan kualitas layanan PAUD di daerah-daerah marginal.

Community health services are the most important part of supporting community health. Puskesmas is a health institution that is very close to the community. Therefore, it is important to pay attention to supporting facilities and infrastructure in the medical records work unit such as work equipment, work procedures, work processes or systems, work environment, employee physiology and psychology so that medical records officers more productive at work. Based on observations made at the West Baktiya Community Health Center, it was found that the area of the medical records unit was 5 x 5 m2 with a ceiling height of 3 m, using a white ceramic floor, there were 6 windows, 1 door, 2 staff work desks and 3 cupboards for Save correspondence and other important documents. Lighting in the medical records unit room is 259 lux, noise is 53.3-62.0 dB, temperature in the medical records unit room is 33.1oC and humidity is 70%. In the medical records unit room there are no chemical substances in solid, liquid or gas form, and there are also no vectors or disease-carrying animals such as flies, mosquitoes, cockroaches and rats. The aim of this activity is to provide outreach regarding ergonomics in the medical records work unit at the West Baktiya Community Health Center. The implementation method consists of planning, implementation actions, evaluation and activity report preparation stages. The result of this service is that it can increase the knowledge of medical records officers and other healt