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    Pengaruh Media Sedotan Plastik Terhadap Keterampilan Guling Depan Siswa Kelas V MI Islamiyah Tulungagung

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    The main difficulty in learning forward rolls in elementary school gymnastics often lies in incorrect head and neck positioning, which prevents rotation and increases the risk of injury. This study aims to examine the effect of using plastic straws as a learning aid to improve students' forward roll skills. The method used is a quasi-experiment (pre-experiment) with a one-group pretest-posttest design. The research subjects were 30 fifth-grade students at MI Islamiyah Tulungagung who were given treatment during six meetings with the help of plastic straws placed between the chin and chest as an indicator of head position. Skill data were assessed through an observation test covering initial attitude, process, and final attitude aspects, then analyzed using a paired sample t-test and Cohen's d effect size calculation. The results showed an average skill improvement from 60.13 (pretest) to 70.83 (posttest), with a significant difference (p = 0.001). The effect size was categorized as moderate (d = 0.65). Based on these findings, it can be concluded that plastic straws are effective and have a significant influence in improving students' forward roll skills, particularly through improving head position during rotation. This medium is recommended as a simple, inexpensive, and direct feedback-based learning alternative for physical education teachers in elementary schools.Tujuan dari penelitian ini adalah untuk mengidentifikasi dampak dari pemakaian media sedotan plastik terhadap keterampilan guling depan siswa kelas V MI Islamiyah Tulungagung. Metode yang digunakan dalam penelitian ini adalah pre-eksperimen dengan pendekatan kuantitatif serta desain one group pre-test–post-test. Terdapat 30 siswa sebagai subjek yang menjalani perlakuan pembelajaran guling depan dengan bantuan media sedotan plastik selama enam pertemuan. Instrumen yang digunakan dalam penelitian ini adalah tes keterampilan guling depan yang mencakup aspek sikap awal, proses pelaksanaan, dan sikap akhir. Analisis data dilakukan dengan menggunakan statistik deskriptif, uji normalitas Shapiro–Wilk, dan pengujian hipotesis t-test berpasangan. Hasilnya menunjukkan ada peningkatan rata-rata keterampilan guling depan dari 60,13 di pre-test menjadi 70,83 di post-test dengan perbedaan sebesar 10,70 poin. Pengujian t berpasangan memberikan nilai signifikansi 0,001 (p < 0,05), yang menunjukkan bahwa penggunaan media sedotan plastik memberikan pengaruh signifikan terhadap peningkatan keterampilan guling depan siswa. Dengan demikian, dapat disimpulkan bahwa media sedotan plastik efektif sebagai alat bantu dalam pembelajaran senam lantai guling depan. Penelitian ini merekomendasikan kepada guru PJOK untuk memanfaatkan media yang sederhana dan mudah didapat sebagai alternatif inovasi dalam pembelajaran, terutama di sekolah dengan keterbatasan fasilitas. &nbsp

    Model Hibrida K-Nearest Neighbors Berbasis Genethic Algorithm untuk Prediksi Penyakit Ginjal Kronis

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    Chronic Kidney Disease, which is often abbreviated as PGK, is a serious disease that is of major concern to society and the medical world. This disease can cause various serious complications if not treated properly and early. Therefore, accurate prediction of CKD is very important to support early intervention that can slow disease progression, prevent further complications, and increase the patient's chances of recovery. This research aims to increase the accuracy of PGK predictions by developing a hybrid model that combines the K-Nearest Neighbors (KNN) algorithm with optimization using the Genetic Algorithm (GA). In this approach, the KNN algorithm is used to build a prediction model, while GA acts as an optimization tool that improves model performance. The effectiveness of the optimized model is evaluated using key metrics such as accuracy, precision, recall, and area under the curve (AUC). The results show a significant increase in performance, with accuracy increasing by 17.75%, precision increasing by 23.84%, and recall increasing by 5.34%. This research makes an important contribution to the development of data mining technology for clinical applications and opens up opportunities for further improvements in the future in increasing the prediction accuracy of chronic diseases such as CK

    Prediksi Diabetes Menggunakan Algoritma K-Nearest (KNN) Teknik SMOTE-ENN

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    Nowadays, diabetes is a common disease affecting millions of people worldwide, and it is generally more prevalent among women. Recent health research has adopted various innovative and advanced technologies to diagnose individuals and predict diseases based on clinical data. One such technology is Machine Learning (ML), which enables more accurate diagnosis and prediction. The data used in this study is the Pima Indian women diabetes dataset from Kaggle and the UCI data repository. This study focuses on predicting diabetes using the KNN algorithm model by applying optimization to the dataset using the SMOTE-ENN technique to enhance prediction accuracy for Pima Indian women. The dataset was trained and tested with five different splits using Jupyter Notebook to determine the best accuracy for the KNN algorithm model. Parameters such as classification accuracy, classification error, and the ROC curve were evaluated, along with identifying the variables influencing the risk of diabetes. The results showed that applying SMOTE-ENN optimization to the research dataset significantly improved the prediction accuracy using the KNN algorithm model. With a 70% training and 30% testing data split, the model achieved a classification accuracy of 0.96, a classification error of 0.04, and an AUC of 0.95. These predictions indicated that Pima Indian women are more likely to develop diabetes due to factors such as age above 33 years, the number of pregnancies, excessive sugar consumption, blood pressure, skin thickness, insulin levels, BMI (Body Mass Index), and genetic predisposition to diabete

    Abstraction level of van Hiele’s theory: Occurrence of side effects in GeoGebra integration

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    One of the obstacles to teaching geometric transformation is the complex procedures that require a broad base of prerequisite knowledge. This complexity often leads students to focus on rote memorization and procedural calculations instead of understanding the underlying context. This study aims to overcome these challenges by developing a hypothetical learning trajectory (HLT) and using GeoGebra to enhance visualization and understanding. The case study involved ten university students in Indonesia who tackled the abstraction level in the Transformation, Isometries, and Reflection topics. The researchers analyzed students' worksheets, activity observations, and learning obstacle tests to extract their geometric thinking. Qualitative analysis of the data revealed that seven out of ten participants met three of the four abstraction level indicators. The use of GeoGebra in HLT helped overcome epistemological obstacles. However, integrating GeoGebra into the HLT introduced a new issue: a GeoGebra-centric habit characterized by an excessive dependence on GeoGebra in solving geometric transformation problems

    Layanan Kesehatan Modern di Jawa sebagai Penyokong Kolonialisme, Penyebaran Agama dan Budaya, Abad XVII-XX

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    This study examines the development of modern health service centers in Java as a supporter of economic colonialism, evangelism, and the spread of culture in the 17th century to the first half of the 20th century. This study uses a historical method consisting of five steps, namely topic selection, heuristics, criticism, interpretation, and historiography. The primary source used is the Memori Serah Jabatan which is supported by credible and relevant secondary sources such as journals, books and scientific articles. This study uses a political economy and political culture approach as an analytical tool. The main focus of this study includes: the development of pre-colonial health services, early traces of health services for trade-military interests, health services as a supporter of economic colonialism, health services as a medium for the spread of religion and culture and patterns of development and organization of modern health services. The results of the study show that health services in Java underwent a significant transformation from the pre-colonial era to the colonial period, where health services not only functioned as a means of physical healing, but also became a strategic instrument in supporting various colonial agendas, especially in the economic, socio-religious, and socio-cultural aspects. Health services in Java during this period not only functioned as a supporter of economic colonialism but also as a medium for the spread of religion and culture that confirmed colonial influence

    Dinamika Indeks Kedalaman dan Keparahan Kemiskinan di Nusa Tenggara Barat

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    Poverty is a challenge in socio-economic development in West Nusa Tenggara (NTB). Its impact on the social welfare of the community Poverty Depth Index and Severity Index. This study aims to analyze the Poverty Depth Index and Poverty Severity Index in NTB. The research method uses a descriptive quantitative approach. The data source uses secondary data from the Central Statistics Agency (BPS) of NTB for the period 2010–2024. The analysis uses qualitative descriptive. The results of the study show that North Lombok Regency has a depth level of 6.08 in 2022 and the highest poverty severity reaching 1.97 in 2022. This condition is influenced by factors of geographic access, infrastructure and earthquake and Covid-19 disasters. Mataram City has the lowest depth index reaching 0.93 in 2021 and a severity index reaching 0.19 in 2021. Supporting factors include easy access to education, employment and health services and the existence of economic disparities between regions in NTB is quite high. This finding is important in a holistic approach to formulating data-based poverty alleviation policies

    Bentuk Adaptasi Masyarakat Terhadap Bencana Banjir di Kawasan Permukiman Tepian Sungai Kelurahan Pahandut Seberang

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    Penelitian ini dilatarbelakangi oleh permasalahan banjir yang sering terjadi di permukiman kumuh tepian sungai di Kelurahan Pahandut Seberang, Palangkaraya. Banjir ini berdampak pada berbagai aspek kehidupan masyarakat, termasuk kondisi fisik, sosial, dan ekonomi. Tujuan penelitian ini adalah untuk mengetahui bentuk-bentuk adaptasi masyarakat dalam menghadapi banjir serta mengidentifikasi faktor-faktor yang mempengaruhinya. Penelitian ini menggunakan wawancara mendalam dengan panduan pertanyaan terbuka, observasi langsung, catatan lapangan, dan dokumentasi visual sebagai instrumen utama. Hasil penelitian menunjukkan bahwa adaptasi masyarakat berlangsung pada tiga skala: individu, komunitas, dan pemerintah. Pada skala individu, warga melakukan peninggian rumah, penggunaan papan kayu untuk melindungi barang berharga, dan diversifikasi sumber pendapatan seperti ojek perahu. Komunitas memperkuat solidaritas sosial melalui gotong-royong memperbaiki infrastruktur lokal yang rusak akibat banjir. Di tingkat pemerintah, meskipun terdapat upaya mitigasi dari BPBD, Dinas PUPR, dan Dinas Sosial, kendala keterbatasan anggaran dan infrastruktur menghambat penanganan jangka panjang. Faktor-faktor yang mempengaruhi adaptasi termasuk keterbatasan infrastruktur, kekuatan jaringan sosial lokal, dan dukungan yang masih terbatas dari pemerintah. Penelitian ini menyoroti perlunya perencanaan terpadu dan peningkatan kapasitas mitigasi untuk memperkuat ketahanan masyarakat terhadap banjir

    Pemetaan Kebakaran Hutan di Taman Nasional Bromo Tengger Semeru Menggunakan Indeks BAIS2 dan NBR

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    Kebakaran hutan di Taman Nasional Bromo Tengger Semeru menimbulkan banyak dampak negatif. Diantaranya, banyak vegetasi yang mati, lahan menjadi gersang, dan dampak sosial ekonomi lainnya. Identifikasi area terbakar secara konvensional cukup sulit dan memakan banyak biaya untuk wilayah yang luas. Untuk itu, dilakukan penelitian dengan penginderaan jauh untuk memetakan area terdampak berdasarkan tingkat keparahan kebakaran di area TNBTS yang cukup luas. Penelitian ini menggunakan pendekatan multitemporal dengan membandingkan keakuratan dan efektivitas indeks kebakaran, yaitu NBR (Normalized Burned Ratio) dan BAIS2 (Burned Area Index for Sentinel-2). Tahap penelitian meliputi analisis citra sebelum dan sesudah kebakaran, kemudian dihitung selisih indeks dan indeks separabilitasnya dan dicari luasan tingkat keparahan kebakaran. Hasil menunjukkan bahwa Indeks BAIS2 lebih baik daripada NBR dalam mengidentifikasi kebakaran. Hal ini dilihat dari akurasi tertinggi pada kelas terbakar ringan indeks dBAIS2 sebesar 92,5%. Sedangkan, Indeks dNBR memiliki akurasi tertinggi 77,5% pada kelas yang sama. Hasil uji indeks separabilitas menunjukkan bahwa BAIS2 lebih baik dalam membedakan area terbakar dan tidak terbakar dibandingkan NBR. Indeks BAIS2 lebih baik dalam memetakan area terdampak kebakaran dengan luas total 5462,6 Ha sedangkan indeks NBR hanya merekam 3239,09 Ha

    Formulasi Sediaan Sabun Padat Ekstrak Etanol Serai Wangi (Cymbopogon nardus L.)

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    ABSTRACT Citronella plants (Cymbopogon nardus L) contained active compounds such as citrononeal, citronellol, geraniol. Citronella has been known to have antibacterial, antioxidant and aromatherapy properties. Solid soap is used as a means to cleanse the body and skin from bacteria and protected against exposure to free radicals that have a negative effect on skin health. Solid soap has the benefit of cleaning and brightening the skin, was easy to use and has a relatively affordable price. The research aimed to make solid soap innovations using citronella ethanol extract ingredients. The extraction method used is maceration using 70% ethanol. The preparation of citronella extract solid soap consists of 3 formulas namely FI (2.5%), FII (5%), FIII (7.5%). Physical properties tests carried out on solid soap preparations are organoleptic test, pH test, irritation test, homogeneity test, foam height test, and favourability test. Data analysis in this study was descriptive. Data were obtained from the average observation results of the physical evaluation test, specifically organoleptic test, pH test, irritation test, homogeneity test, foam height test, and favourability test, test in accordance with the requirements of the SNI standards that have been set. The results showed that FI (2.5%), FII (5%) showed that they met the requirements of solid soap preparations such as organoleptic test, homogeneity test, pH test, high foam test, irritation test and favourability test. The difference in concentration in the solid soap formula of citronella ethanol extract had an effect on the physical characteristics of the product. The best formulation of some concentrations of citronella (C. nardus L) ethanol extract solid soap is in formula I with an extract concentration of 2.5%

    Analisis Dampak Penggunaan Gadjet Terhadap Sikap Sosial Anak Berkebutuhan Khusus di SD Negeri 5 Selong

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    Penelitian ini bertujuan untuk mengetahui dampak dari kecanduan penggunaan gadget atau handphone terhadap perilaku sikap anak berkebutuhan khusus di SD Negeri 5 Selong. Penelitian ini menggunakan metode kualitatif dengan pendekatan studi kasus. Teknik pengumpulan data dilakukan melalui wawancara, observasi, dan dokumentasi. Data yang diperoleh dianalisis dengan cara mereduksi data, menyajikannya, lalu menarik kesimpulan. Hasil penelitian menunjukkan bahwa penggunaan gadget di kalangan siswa sekolah dasar umumnya digunakan untuk bermain game seperti Free Fire dan Roblox, serta menonton konten di TikTok dan YouTube. Penggunaan gadget yang berlebihan ini berdampak pada perilaku sosial siswa berkebutuhan khusus. Beberapa perubahan yang diamati antara lain menurunnya kemampuan bersosialisasi dengan teman sebaya, gangguan pola tidur, menjadi lebih tertutup, hingga menunjukkan perilaku negatif atau menjadi pribadi yang "toxic". Hal ini terjadi karena siswa terlalu larut dalam penggunaan gadget sehingga mengabaikan interaksi sosial di dunia nyata. Kata kunci: Dampak, gadjet, sikap sosial, anak berkebutuhan khusu

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