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Pemodelan Regresi Binomial Negatif untuk Mengevaluasi Faktor-faktor yang Mempengaruhi Kasus Tuberkulosis di Provinsi Jawa Barat Amalia Jihan Syafiqoh; Ryan Mahardika; Shinta Amaria; Eny Winaryati; M. Al Haris
Jurnal MSA (Matematika dan Statistika serta Aplikasinya) Vol 12 No 1 (2024): VOLUME 12 NO 1 TAHUN 2024
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/msa.v12i1.39450

Abstract

Tuberculosis (TB) merupakan penyakit menular yang disebabkan oleh sejenis bakteri Mycobacterium tuberculosis yang bisa menginfeksi paru-paru atau bagian tubuh lainnya. Jumlah kasus tuberculosis adalah count data yang dapat dimodelkan dengan regresi Poisson. Model regresi Poisson saat diaplikasikan pada kasus nyata sering ditemukan pelanggaran asumsi overdispersi. Alternatif model yang dapat dilakukan untuk mengatasi pelanggaran asumsi overdispersi adalah Model Regresi Binomial Negatif. Berdasarkan hasil analisis, ditemukan bahwa model regresi Poisson terjadi overdispersi dan model regresi Binomial Negatif adalah model terbaik berdasarkan nilai AIC dan BIC terkecil yaitu sebesar 487.64 pada AIC dan 495.4153 pada BIC. Faktor yang berpengaruh signifikan terhadap jumlah kasus tuberkulosis di Provinsi Jawa Barat adalah jumlah tenaga keperawatan.
PENGARUH GAME ONLINE TERHADAP MINAT BELAJAR SISWA KELAS X SMA N 2 SEMARANG Silvia Rohmatila Putri; Eny Winaryati
Jurnal Tunas Pendidikan Vol. 7 No. 2 (2025): JURNAL TUNAS PENDIDIKAN
Publisher : LPPM Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/pgsd.v7i2.2809

Abstract

Online games are being widely enjoyed by today's teenagers. Online games can have both positive and negative impacts on teenagers. Addiction to online games can affect teenagers' lives at school, one of which is students' interest in learning. Student interest in learning refers to the drive within students to focus attention and energy in learning activities. So this research aims to analyze the influence of online games on the learning interest of class X SMA N 2 Semarang students. The research uses associative research with a quantitative approach. The population in this study were students of SMA 2 Semarang and the sample was 40 class X students. The sampling technique used simple random sampling with survey method data collection techniques, and data processing techniques were carried out using the SPSS application. The results of the analysis show that online games can influence the learning interest of class X SMA N 2 Semarang students significantly and positively (r = 0.636) by 40.5%.
CLUSTERING MODEL K-MEANS PADA KASUS ANGKA PUTUS SEKOLAH TINGKATAN SEKOLAH DASAR DI PROVINSI JAWA TENGAH Laila Khoirun Nisa; Tari Fitri Ningsih; Burhanuddin Izzul Salam; Fauzi, Fatkhurokhman; Eny Winaryati
LogicLink Vol. 1 No. 1, June 2024
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/logiclink.v1i1.7793

Abstract

Basic education aims to equip children with the basic skills they need to navigate their lives as individuals, elements of society, elements of citizens and also as human beings, and prepare them for higher education in the future. The case of dropping out of school seems to be a problem that cannot be overcome. The impact of dropping out of school if not managed properly will certainly be detrimental, including having an impact on the quality of resources in the future. Therefore, it is necessary to take action to reduce the dropout rate at the elementary school level. This research was conducted using the K-Means clustering algorithm to find out which districts/cities in Central Java have high, medium, and low dropout rates. The results of clustering using the K-Means algorithm through 3 methods obtained an optimal K value of 3, therefore 3 clusters were formed from all 35 regencies/cities in Central Java, cluster 1 with a tendency for high elementary school dropout rates to be 14 regencies/cities, cluster 2 with a moderate trend of dropout rates from elementary school there are 15 regencies/cities, and cluster 3 with a low trend of dropout rates from elementary school there are 6 regencies/cities.
Does Chemistry Teacher Ready to Teach Climate Change?: Cross Sectional Study in Central Java, Indonesia Ninda Aulia Mahmudah; Eko Yuliyanto; Eny Winaryati
Jurnal Intelek Insan Cendikia Vol. 1 No. 6 (2024): Agustus 2024
Publisher : PT. Intelek Cendikiawan Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini dilakukan untuk mengetahui tangkat pengetahuan, sikap, dan adaptasi guru kimia terhadap perubahan iklim di Jawa Tengah. Tujuan dari penelitian ini untuk mengetahui tingkat pengetahuan, sikap, dan adaptasi guru kimia terhadap perubahan iklim, terutama di Jawa Tengah. Jenis penelitian yang digunakan yaitu kuantitatif, dengan pendekatan deskriptif, design menggunakan rancangan penelitian cross sectional study dan tempat penelitian di Jawa Tengah secara random berdasarkan cross sectional study selama bulan November-Desember 2022 dengan subjek sebanyak 75 responden. Variabel yang diteliti pengetahuan, sikap, adaptasi, dan perubahan iklim. Teknik pengumpulan data menggunakan angket dan dikonfirmasi dengan wawancara. Hasil uji yang didapatkan yaitu, pengetahuan, sikap, dan adaptasi pada guru kimia terhadap perubahan iklim di Jawa Tengah secara global rata-rata dalam kategori “sangat baik”, sedangkan pengetahuan, sikap, dan adaptasi pada guru kimia terhadap perubahan iklim di Jawa Tengah berdasarkan letak topografi di pegungnagn, pesisir, kota dan desa rata-rata dalam kategori “sangat baik”.