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All Journal Seminar Nasional Lahan Suboptimal Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP)
Apriyani, Mella
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Agriculture, Biological Sciences & Forestry Mathematics Other

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IMPLEMENTASI MODEL REGRESI LOGISTIK MULTINOMIAL PADA PENGELOMPOKAN PENYAKIT TUBERKULOSIS Apriyani, Mella; Jajang, jajang; Sb., Agustini Tripena Br.
Jurnal Ilmiah Matematika dan Pendidikan Matematika Vol 13 No 1 (2021): Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP)
Publisher : Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jmp.2021.13.1.3612

Abstract

ABSTRACT. The research studied applied multinomial regression model on data of Tuberculosis. Here, there are three types of Tuberculosis (TB) patients at Banyumas Hospital, namely negative pulmonary TB, positive pulmonary TB, and extra pulmonary TB. Types of TB generally caused by age, history case, gender, level of education, and domicile. One of the methods to find a correlation between types of TB is multinomial logistic regression analysis. This due to types of TB is categorical and the data is 156 TB’s patients recorded at 2018/2019. The result showed that the level of education be a dominant factor to affect TB. Here, we noted that patients with basic education level have a 5,843 time odds for getting positive pulmonary TB and 2,224 times for getting extra pulmonary TB. Finally, we got that level of education is more significant than negative pulmonary TB and extra pulmonary TB.Keywords: multinomial logistic regression, types of TB, positive pulmonary TB, extra pulmonary TB. ABSTRAK. Terdapat tiga jenis tuberkulosis (TB) yang diderita oleh pasien di Rumah Sakit Umum Daerah (RSUD) Banyumas, yaitu TB paru negatif, TB paru positif, dan TB ekstra paru. Jenis TB yang diderita oleh pasien umumnya dipengaruhi oleh usia, riwayat, jenis kelamin, tingkat pendidikan, dan tempat tinggal pasien. Salah satu metode yang dapat digunakan untuk mencari hubungan antara jenis TB dengan faktor yang mempengaruhinya adalah analisis regresi. Penelitian ini menggunakan metode analisis regresi logistik multinomial karena jenis TB bersifat kategori, dengan jumlah responden sebanyak 156 pasien pada tahun 2018/2019. Hasil penelitian menunjukkan bahwa tingkat pendidikan pasien menjadi faktor dominan yang berpengaruh. Penelitian ini juga menunjukkan bahwa pasien dengan tingkat pendidikan dasar memiliki nilai odds 5,843 kali untuk terkena jenis TB paru positif dan 2,224 untuk terkena jenis TB ekstra paru. Model regresi logistik multinomial yang didapat juga menunjukkan bahwa peluang untuk terkena penyakit TB paru positf dengan faktor tingkat pendidikan lebih besar dibandingkan dengan TB paru negatif dan TB ekstra paru.Kata kunci: regresi logistik multinomial, jenis TB, TB paru positif, TB ekstra paru.
Serangga yang Berpotensi sebagai Hama pada Tanaman Duku (Lansium domesticum Corr) di Wilayah Desa Kepur Kabupaten Muara Enim Umayya, Larasati Nur; Irsan, Chandra; Mulawarman, Mulawarman; Shobiha, Salma Naswa; Fani, Gio; Apriyani, Mella; Aulia, Hamidah; Mirsya, Sabryna Aulia
Seminar Nasional Lahan Suboptimal Vol 12, No 1 (2024): Vol 12, No 1 (2024): Prosiding Seminar Nasional Lahan Suboptimal ke-12 “Revital
Publisher : Pusat Unggulan Riset Pengembangan Lahan Suboptimal (PUR-PLSO) Universitas Sriwijaya

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Umayya, L.N., Irsan, C., Mulawarman, M., Shobiha, S.N., Fani, G., Apriyani, M., Aulia, H., Mirsya, S.A. (2024). Insects found on duku plants (Lansium domesticum Corr) in Muara Enim Regency. In: Herlinda S et al. (Eds.), Prosiding Seminar Nasional Lahan Suboptimal ke-12 Tahun 2024, Palembangg 21 Oktober 2024. (pp. 212–220). Palembang: Penerbit & Percetakan Universitas Sriwijaya (UNSRI).Cultivation of duku plants has obstacles such as applying of low cultivation technology and interference from Plant Disease Organisms (OPT). Therefore, we need to know the identification of pests that attack duku plants in the area to determine what pest species are causing damage to duku plants. The method used is direct observation and interviews. The results of observations carried out in farmers' duku gardens in Kepur Village, Muara Enim Regency show that insects that have the potential to become pests consist of 6 species, such as red caterpillars, fruit flies, ladybugs, tree termites, plutellidae larvae, and dompolan lice, in contrast other pests attack duku plants are bats and ants. Red caterpillars attack the skin on duku stems, termites attack the lower stems, dompolan lice attack the fluid on the leaves, ladybugs attack young fruit and fruit flies attack the inside of the fruit. Production can be reduced by up to 50-100 kg/stem due to pest attacks on duku plants. Dompolan lice attack duku plants which have a symbiotic relationship with ants. From this description, it was found that tree termite pests are the pests with the highest population and most insects attack the stems of plants. To develop duku production, further research is needed to control pests on duku plants.
Co-Authors Chandra Irsan Fani, Gio Hamidah Aulia Jajang Jajang Mirsya, Sabryna Aulia Mulawarman Mulawarman Sb., Agustini Tripena Br. Shobiha, Salma Naswa Umayya, Larasati Nur