Permodelan regresi logistik biner terhadap analisis penderita penyakit jantung koroner di RSUD Dr. Soegiri Lamongan

Salsabila, Aprilia Alifta (2022) Permodelan regresi logistik biner terhadap analisis penderita penyakit jantung koroner di RSUD Dr. Soegiri Lamongan. Other thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Penyakit jantung koroner (PJK) merupakan _silent killer_ nomor satu di dunia. Menurut World Health Organization tahun 2019, PJK berada di urutan pertama dalam sepuluh besar penyakit penyebab kematian, yang sejak tahun 2000–2019 terus mengalami peningkatan hingga mencapai 8,9 juta kematian pada tahun 2019. Menurut World Health Organization tahun 2013, peningkatan kematian terbesar dari 9,4 juta kematian akibat penyakit kardiovaskuler disebabkan oleh penyakit jantung koroner. Diperkirakan angka kematian tersebut akan mengalami peningkatan hingga 23,3 juta pada tahun 2030\. Menurut hasil Riset Kesehatan Dasar (Riskesdas) tahun 2018, angka kejadian penyakit jantung koroner semakin meningkat dari tahun ke tahun, dengan prevalensi penyakit jantung koroner di Indonesia sebesar 1,5%, yang artinya 15 dari 1.000 orang Indonesia menderita penyakit jantung. Di Provinsi Jawa Timur, 2–3 dari 1.000 orang menderita penyakit jantung koroner. Penyakit Jantung Koroner tercatat sebagai penyakit ke-5 dalam 10 besar penyakit rawat jalan dan penyakit ke-8 dalam 10 besar penyakit rawat inap di RSUD Dr. Soegiri Lamongan. Oleh karena itu, penelitian mengenai variabel yang diduga memengaruhi penyakit jantung koroner akan dilakukan di RSUD Dr. Soegiri Lamongan. Data diambil dari bagian rekam medis RSUD Dr. Soegiri Lamongan. Terdapat delapan variabel prediktor, yaitu usia, jenis kelamin, hiperkolesterol, status merokok, hipertensi, diabetes, obesitas, dan riwayat penyakit keluarga. Variabel respons terdiri dari dua kategori, yaitu pasien jantung yang menderita jantung koroner dan pasien jantung yang tidak menderita jantung koroner. Hasil analisis regresi logistik biner didapatkan bahwa jenis kelamin, hipertensi, diabetes, dan status merokok berpengaruh terhadap penyakit jantung koroner, dengan peluang pasien jantung berjenis kelamin laki-laki, menderita hiperkolesterol, hipertensi, dan diabetes untuk menderita penyakit jantung koroner sebesar 92,54%.
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Coronary heart disease (CHD) is the number one _silent killer_ in the world. According to the World Health Organization in 2019, CHD ranked first among the top ten causes of death, with the number of deaths continuously increasing from 2000 to 2019, reaching 8.9 million deaths in 2019. According to the World Health Organization in 2013, the largest proportion of the 9.4 million deaths caused by cardiovascular diseases was attributed to coronary heart disease. The number of deaths was estimated to increase to 23.3 million by 2030. According to the results of the Basic Health Research (Riskesdas) in 2018, the incidence of coronary heart disease increased from year to year, with the prevalence of coronary heart disease in Indonesia reaching 1.5%, meaning that 15 out of 1,000 Indonesians suffer from heart disease. In East Java Province, 2–3 out of 1,000 people suffer from coronary heart disease. Coronary heart disease was recorded as the fifth most common disease among the top ten outpatient diseases and the eighth most common disease among the top ten inpatient diseases at Dr. Soegiri Lamongan Hospital. Therefore, research on variables suspected of influencing coronary heart disease will be conducted at Dr. Soegiri Lamongan Hospital. The data were obtained from the medical records section of Dr. Soegiri Lamongan Hospital. There were eight predictor variables, namely age, gender, hypercholesterolemia, smoking status, hypertension, diabetes, obesity, and family history of disease. The response variable consisted of two categories, namely heart patients with coronary heart disease and heart patients without coronary heart disease. The results of the binary logistic regression analysis showed that gender, hypertension, diabetes, and smoking status had an effect on coronary heart disease, with male heart patients who had hypercholesterolemia, hypertension, and diabetes having a 92.54% probability of suffering from coronary heart disease.

Item Type:	Thesis (Other)
Additional Information:	519.536 Sal p-1
Uncontrolled Keywords:	Jantung Koroner, Regresi Logistik Biner, RSUD Dr SOEGIRI Lamongan, Coronary Heart, Binary Logistic Regression, Dr SOEGIRI Lamongan Hospital
Subjects:	Q Science > QA Mathematics > QA278.2 Regression Analysis. Logistic regression
Divisions:	Faculty of Vocational > 49501-Business Statistics
Depositing User:	magang .
Date Deposited:	05 Oct 2026 07:21
Last Modified:	05 Oct 2026 07:21
URI:	http://repository.its.ac.id/id/eprint/145268

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