Sadida, Muhammad Izzan Hamdan (2021) Pemodelan Derajat Keparahan Demam Berdarah Dengue (DBD) Menggunakan Regresi Logistik Ordinal di Rumah Sakit Islam Jemursari Surabaya. Undergraduate thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Penyebaran penyakit DBD disebabkan oleh virus dengue melalui perantara yaitu gigitan nyamuk Aedes Aegypti dan Aedes Albocpictus. Kota Surabaya merupakan Ibu Kota Provinsi Jawa Timur yang memiliki jumlah penduduk tertinggi di provinsi tersebut setiap tahunnya, sehingga rentan terhadap penyebaran kasus DBD. Penyakit DBD memiliki empat derajat keparahan yaitu derajat I, derajat II, derajat III dan derajat IV. Berdasarkan kasus tersebut dilakukan penelitian menggunakan regresi logistik ordinal dengan tujuan untuk mengetahui faktor-faktor yang berpengaruh terhadap derajat keparahan DBD. Unit analisis penelitian yang digunakan yaitu pasien DBD dari RSI Jemursari Surabaya Tahun 2019. Hasil analisis yang diperoleh yaitu diketahui bahwa pasien penderita derajat keparahan DBD didominasi oleh pasien yang berjenis kelamin laki-laki dan cenderung menderita DBD dengan derajat keparahan I. Berdasarkan hasil analisis tersebut, diperoleh dua model logit dengan faktor-faktor yang berpengaruh terhadap derajat keparahan DBD yaitu trombosit, denyut nadi, suhu badan dan jenis kelamin. Model yang diperoleh telah sesuai atau dapat dikatakan tidak terdapat perbedaan nyata antara hasil observasi dengan prediksi model.
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The spread of dengue hemorrhagic fever (DHF) is caused by dengue virus through the Aedes Aegypti and Aedes Albocpictus mosquitoes bites. Surabaya is the East Java Province’s capital city with the highest citizens every year in the province, thus making it susceptible to the spread of DHF. DHF has four grades of severity, which are grade I, grade II, grade III, and grade IV. Based on this, this research is conducted using the ordinal logistic regression in order to discover the factors that influence the DHF severity grades. The unit of analysis is the DHF patients in the Jemursari Islamic Hospital Surabaya in 2019. The result of the analysis shows that patients diagnosed with DHF grade severity are mainly male and tend to diagnosed with DHF grade I of severity. As a result of the analysis, there are two logit models in which the factors that influence the DHF severity grades include thrombocyte, pulse, body temperature and patient’s sex. The model used is suitable or it can be considered that there is no real difference between the result of observation and model prediction.
| Item Type: | Thesis (Undergraduate) |
|---|---|
| Uncontrolled Keywords: | Aedes Aegypti, Aedes Albocpictus, Dengue Hemorrhagic Fever, DHF Severity Grades, Ordinal Logistic Regression, Aedes Aegypti, Aedes Albocpictus, Demam Berdarah Dengue, Derajat Keparahan DBD, Regresi Logistik Ordinal. |
| Subjects: | H Social Sciences > HA Statistics > HA31.3 Regression. Correlation. Logistic regression analysis. R Medicine > RC Internal medicine > RC137 Dengue |
| Divisions: | Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis |
| Depositing User: | MUHAMMAD IZZAN HAMDAN SADIDA |
| Date Deposited: | 31 Aug 2021 03:30 |
| Last Modified: | 06 Nov 2024 07:49 |
| URI: | http://repository.its.ac.id/id/eprint/90910 |
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