Pamungkas, Ervin Tri (2017) Metode Regresi Logistik Biner pada Faktor yang Mempengaruhi Kesembuhan Pasien Penderita Demam Berdarah Dengue di RSUD dr. Iskak Kabupaten Tulungagung. Diploma thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Tiga bulan terakhir sejak bulan Oktober 2014 hingga Desember 2014, kasus demam berdarah di Kabupaten Tulungagung terus mengalami peningkatan, baik dari sisi jumlah kasus, persebaran wilayah, maupun kawasan endemi penyakit menular mematikan ini. Penyakit yang disebabkan virus DBD (demam berdarah dengue) yang dibawa nyamuk aedes aegypti, hingga sampai pertengahan bulan Januari 2015 sudah tercatat 19 kasus demam berdarah (DB) dan hal ini dimungkinkan akan bertambah lagi. DBD di karenakan oleh virus dengue dan family Flaviviridae dan genus Flavivirus. Virus ini mempunyai empat serotype yang dikenal dengan nama DEN-1, DEN-2, DEN-3, dan DEN-4. Penelitian ini bertujuan untuk mengetahui faktor apa saja yang menyatakan kesembuhan pasien penderita penyakit DBD di RSUD Dr.Iskak Tulungagung menggunakan metode regresi logistik biner. Faktor-faktor yang diduga berpengaruh adalah jenis kelamin, usia, kadar hemoglobin, kadar hematokrit, kadar leukosit, kadar trombost, dan lama inap. Dengan menggunakan metode regresi logistik biner diperoleh kesimpulan bahwa faktor-faktor yang mempengaruhi kesembuhan pasien penderita DBD adalah kadar hemoglobin, kadar hematokrit, dan kadar trombosit. Pemodelan pasien penderita DBD sembuh total dapat diprediksi dengan tepat sebesar 81,3%.
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In the last three months from October 2014 to December 2014, dengue fever cases in Tulungagung District continue to increase, both in terms of number of cases, regional spread, and endemic areas of this deadly infectious disease. Diseases caused by dengue virus (dengue hemorrhagic fever) carried by mosquitoes aedes aegypti, until mid-January 2015 has been recorded 19 cases of dengue fever (DB) and this is possible will increase again. DHF is caused by dengue virus and family Flaviviridae and genus Flavivirus. The virus has four serotypes known as DEN-1, DEN-2, DEN-3, and DEN-4. This study aims to determine any factors that states the healing of patients with DHF in Dr.Iskak Tulungagung Hospital using binary logistic regression method. Factors suspected to be influential are gender, age, hemoglobin level, hematocrit level, leukocyte level, thrombost level, and length of stay. By using binary logistic regression method, it can be concluded that the factors influencing the healing of DHF patients are hemoglobin level, hematocrit level, and trombosit level. Modeling of patients with total recurrent dengue fever can be predicted exactly 81.3%.
| Item Type: | Thesis (Diploma) |
|---|---|
| Uncontrolled Keywords: | Demam Berdarah Dengue (DBD), Kabupaten Tulungagung, Regresi Logistik Biner, Binary Logistic Regression Dengue Fever Patients, District Tulungagung |
| Subjects: | Q Science > QA Mathematics > QA278.2 Regression Analysis. Logistic regression R Medicine > R Medicine (General) |
| Divisions: | Faculty of Vocational > 49501-Business Statistics |
| Depositing User: | Ervin Tri Pamungkas |
| Date Deposited: | 16 Aug 2017 01:40 |
| Last Modified: | 16 Aug 2017 01:40 |
| URI: | http://repository.its.ac.id/id/eprint/42259 |
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