Chronic Kidney Disease (CKD) is a major global health issue that can lead to serious complications and long-term medical care. This study aims to identify key clinical factors associated with CKD status using binary logistic regression analysis. The dataset, obtained from Kaggle, contains 400 patient records with various clinical and demographic attributes. The dependent variable is CKD status (positive or negative), while the independent variables include age, blood pressure, hemoglobin level, urine albumin level, and serum creatinine. Initial analysis involved descriptive statistics and multicollinearity checks, followed by model estimation and evaluation using likelihood ratio and Wald tests. The final model identified four significant predictors: blood pressure, hemoglobin, urine albumin, and serum creatinine. The model achieved a high classification accuracy of 95.50% and an Area Under the ROC Curve (AUC) of 98.78%, indicating excellent predictive performance. These results highlight the importance of these clinical indicators in early CKD detection and support their use in risk assessment models for kidney disease screening
Keywords: Chronic Kidney Disease, Binary Logistic Regression, Likelihood Ratio Test, Wald Test, Classification Accuracy

The songkok industry in Lamongan has quite a large economic potential, but still faces various challenges in increasing competitiveness, especially in facing increasingly tight market competition. Some of the main obstacles found are lack of innovation, limited access to wider markets, and low utilization of technology in production and marketing. This study aims to explore strategies to increase the competitiveness of local songkok products through a creative economic empowerment program using the Chambers Theory perspective. The research method used is a qualitative approach with data collection techniques in the form of in-depth interviews, field observations, and literature studies. Data analysis was carried out descriptively qualitatively with three main stages, namely data reduction, data presentation, and drawing conclusions. The results of the study indicate that the creative economic empowerment program plays a significant role in improving craftsmen's skills, encouraging innovation in design, and expanding the marketing reach of songkok products. By applying analysis based on Chambers Theory, this empowerment contributes to increasing power within (craftsmen's confidence and awareness), power to (individual capacity to innovate and develop businesses), power with (collaboration between craftsmen in the community), and power over (ability to face competition and external constraints). Based on these results, it can be concluded that empowering the creative economy is an effective strategy in increasing the competitiveness of Lamongan songkok products. Therefore, close cooperation is needed between the government, the artisan community, and the private sector in order to create a sustainable creative industry environment.
 
 

Media pembelajaran merupakan salah satu faktor yang sangat penting dalam menentukan tingkat keberhasilan suatu proses pembelajaran. Penelitian ini bertujuan untuk mengetahui perbedaan hasil belajar peserta didik kelas VII MTs Negeri 1 Sidoarjo sebelum dan sesudah penerapan media pembelajaran ICT. Jenis pendekatan dalam penelitian ini adalah pendekatan kuantitatif jenis eksperimen dengan teknik pengumpulan data melalui pre-test dan post-test. Penelitian ini menggunakan rancangan One-Grup Pretest- Posttest Design yang diimplementasikan hanya pada satu kelompok saja yang dipilih secara acak dan tidak dilakukan tes kestabilan juga kejelasan keadaan kelompok sebelum diberi perlakuan. Hasil penelitian dianalisis menggunakan uji non parametrik yaitu uji Wilcoxon yang menghasilkan nilai signifikansi sebesar 0,001 di mana nilai tersebut lebih kecil dari 0,05. Hal ini menunjukkan bahwa terdapat kenaikan antara nilai pre-test dan post-test yang berarti terdapat perbedaan hasil belajar siswa sebelum dan sesudah penggunaan media pembelajaran.

Tujuan penelitian ini adalah untuk mengetahui keterlaksanaan dan keefektifan model pembelajaran Creative Problem Solving (CPS) dalam meningkatkan kemampuan pemecahan masalah siswa pada materi Ekologi Kelas VII. Metode penelitian yang digunakan adalah eksperimen dengan pendekatan penelitian kuantitatif dan juga menggunakan desain one-group pretest- posttest design. Pengumpulan data dilakukan dengan menggunakan lembar observasi, pre-test dan post-test. Uji validitas instrument menggunakan uji validitas dan reliabilitas, uji normalitas, uji homogenitas, dan uji T. Temuan penelitian menunjukkan bahwa model pembelajaran CPS efektif meningkatkan kapasitas pemecahan masalah siswa pada kurikulum ekologi kelas VII. Hal ini disebabkan oleh adanya perbedaan yang signifikan antara nilai sebelum dan sesudah tes, dimana nilai pasca tes lebih tinggi dibandingkan dengan nilai sebelum tes. Dapat dilihat dari rata-rata nilai sebelum tes hanya sebesar 64, dan nilai pasca tes naik menjadi 69. Berdasarkan temuan penelitian, disarankan agar paradigma pembelajaran CPS digunakan dalam pembelajaran.

Coronary heart disease is a disease in which the occurrence of blockages in the blood vessels in the heart. Coronary heart disease is a fatal disease, it is better to get as much information about this disease as possible. Data Mining can classify whether a person has heart disease or not based on symptoms. Data mining builds a model that can predict whether a person has heart disease or not. How well a model performs classification can be determined from its accuracy value, but this accuracy value can still be improved. Increasing the accuracy value can be done by performing Feature Selection. The research object used in this research is a dataset about coronary heart disease obtained from the Kaggle website. The classification method used in this modeling is the Random Forest algorithm to classify whether a person has coronary heart disease or not. The Random Forest Algorithm is a classification algorithm consisting of Decision Trees for classifying. The Random Forest algorithm is used because it has been proven to produce good accuracy in several previous studies. The Feature Selection method used in this modeling is the Chi-Square hypothesis test to determine whether there is an effect of each independent variable on the dependent variable. This research compared the value of modeling accuracy without using Feature Selection with modeling using Feature Selection. The result of this study is that the model without Chi-Square Feature Selection produced an accuracy value of 96,05% and the model with Chi-Square Feature Selection produced an accuracy value of 97,33%.

Teacher performance is one of the determining factors in the success of education and the quality of learning in schools. Although many efforts have been made to improve the quality of teaching, various problems faced by teachers often hinder this achievement. These problems can come from internal factors such as motivation, job satisfaction, and professional skills, as well as external factors such as education policies, school facilities, and social support. This study aims to analyze the factors that influence teacher performance, identify problems often faced by teachers, and provide recommendations to improve the quality of their performance. This study uses a library research approach, by reviewing various relevant literature, both from books, articles, research reports, and related policy documents. The results of the study indicate that internal factors that influence teacher performance include motivation, level of job satisfaction, and the quality of professional skills possessed by teachers. Teachers who feel appreciated, have high motivation, and are satisfied with their work tend to have better performance. In addition, professional skills that are continuously updated through training and development are important factors in improving the quality of teaching. Meanwhile, external factors such as inflexible education policies, lack of adequate facilities, and low teacher welfare conditions also worsen teacher performance in the field. Policies that focus too much on exam results or high administrative burdens often make teachers unable to focus on developing the quality of learning.

This research aims to find out how government accounting standards are implemented in village financial management in Sigi Village and how prepared the village government is in managing village finances. The research methodology used is qualitative research, the data sources used are primary dtaa obtained by direct interviews and secondary data obtained from related documents. The location of this research is Sigi Village, Kahayan Tengah District, Pulang Pisau Regency, Central Kalimantan Province. The results of this research can be concluded that the implementation of government accounting standards in this village has not been optimal because in the presentation of village financial reports there are still several reports that are not prepared by the village government. Sigi Village Revenue and Expenditure Budget Implementation Report (APBDes), Changes in Excess Budget Balance Report, Realization Report, Cash Flow Report, and Notes to Financial Reports.

This research aims to analyze the judge's considerations and the protection of buyers of disputed land in case Number 75/Pdt.G/2017/PN Blg jo Case Number 1815K/Pdt/2020. Legal protection for buyers of land rights in inheritance disputes is very important in Indonesia, especially in North Sumatra. Inheritance disputes, such as the Siraso-Raso case, involve conflicts between heirs over the division of inherited land. The high number of land disputes in Indonesia indicates a land management problem that can threaten state security. This research method is juridical-normative. In this process, legal principles, rules, and theories are used to find solutions to specific problems. This research can offer a new way to interpret moral ethics by looking at the broader social, cultural, and economic context. In addition, it can provide practical recommendations that have not been made before. The Siraso-Raso case research can help the development of legal theory and practice in Indonesia, as well as discover the source of land dispute problems and create innovative and efficient solutions through in-depth and systematic analysis. This inheritance dispute involves a conflict between customary law and positive law regarding land ownership, which is an important issue in Indonesian agrarian law. Legal protection for disadvantaged parties, especially women, in inheritance disputes is still weak. The research is expected to help build a more equitable and inclusive legal system to resolve inheritance disputes and recommend legal education for the public regarding land sale and purchase transactions involving inheritance disputes.

Penelitian ini bertujuan untuk menganalisis pertimbangan hakim dan perlindungan terhadap pembeli tanah sengketa dalam perkara Nomor 75/Pdt.G/2017/PN Blg jo Perkara Nomor 1815K/Pdt/2020. Perlindungan hukum bagi pembeli hak atas tanah dalam sengketa waris sangat penting di Indonesia, khususnya di Sumatera Utara. Sengketa waris, seperti kasus Siraso-Raso, melibatkan konflik antara ahli waris atas pembagian tanah warisan. Tingginya angka sengketa tanah di Indonesia mengindikasikan adanya masalah pengelolaan tanah yang dapat mengancam keamanan negara. Metode penelitian ini bersifat yuridis-normatif. Dalam proses ini, asas-asas hukum, aturan-aturan, dan teori-teori hukum digunakan untuk menemukan solusi atas permasalahan tertentu. Penelitian ini dapat menawarkan cara baru untuk menginterpretasikan etika moral dengan melihat konteks sosial, budaya, dan ekonomi yang lebih luas. Selain itu, penelitian ini juga dapat memberikan rekomendasi praktis yang belum pernah dilakukan sebelumnya. Penelitian kasus Siraso-Raso dapat membantu pengembangan teori dan praktik hukum di Indonesia, serta menemukan sumber masalah sengketa tanah dan menciptakan solusi yang inovatif dan efisien melalui analisis yang mendalam dan sistematis. Sengketa warisan ini melibatkan konflik antara hukum adat dan hukum positif mengenai kepemilikan tanah, yang merupakan isu penting dalam hukum agraria di Indonesia. Perlindungan hukum bagi pihak yang dirugikan, terutama perempuan, dalam sengketa waris masih lemah. Penelitian ini diharapkan dapat membantu membangun sistem hukum yang lebih adil dan inklusif dalam menyelesaikan sengketa waris dan merekomendasikan pendidikan hukum bagi masyarakat terkait transaksi jual beli tanah yang melibatkan sengketa waris.

Environmental pollution and damage are increasing so this situation can disrupt human life. To overcome this problem, comprehensive efforts are needed in the form of strict and sustainable law enforcement by Pejabat Fungsional Pengawas Lingkungan Hidup (PPLH). One of the things PPLH did to form the professional organization was to hold the first Organisasi Profesi Pejabat Pengawas Lingkungan Hidup National Conference in 2023 online and offline on Wednesday, December 6, 2023, which appointed PT Genesia Dwi Mitra as the event organizer. This research aims to understand the process of organizing the 2023 Organisasi Profesi Pejabat Pengawas Lingkungan Hidup National Conference. The author applies a qualitative method by collecting data through participatory observation, documentation, and literature study. The findings show that PT Genesia Dwi Mitra has carried out the preparation and implementation stages of the event, referring to the terms of reference (ToR) provided by the client.

Money is one of the important things in carrying out economic activities and is never separated from buying and selling activities in daily activities. Rupiah as the currency of Indonesia has a function as a means of exchange, in addition, the rupiah also functions as the identity of the Indonesian state. As Indonesian citizens, the Rupiah currency must be introduced to children in the community from an early age. In addition, money management must also be taught from an early age. Parents can start getting their children used to financial management by taking the initial step of getting used to saving from an early age so that children can manage their finances independently. SB Sungai Buloh is one of the places of learning for children of Indonesian migrant workers in Malaysia. Most of them are less familiar with Indonesian culture because they grew up in a foreign country, including in getting to know the currency of their home country. Therefore, they need additional teaching about Indonesian currency and culture. This activity is carried out using presentation methods, quizzes, and direct practice. The results of this activity are that the children are very active and enthusiastic in participating in each session held by the speaker so that it is hoped that the participants can really understand and apply what has been conveyed by the speaker.