Analisis Regresi Logistik Untuk Mengidentifikasi Faktor-faktor Risiko Penyakit Gagal Ginjal Kronik Pada Generasi Z di Universitas Nahdlatul Ulama Blitar

  • Ellisa Nur Fitria Universitas Nahdlatul Ulama Blitar
  • Galuh Tyasing Swatika Universitas Nahdlatul Ulama Blitar
  • Ewing Rudita Arini Universitas Nahdlatul Ulama Blitar
  • Ardhi Sanwidi Universitas Nahdlatul Ulama Blitar
DOI: https://doi.org/10.52166/ujmc.v11i1.10346
Keywords: Chronic Kidney Failure, Ordinal Logistic Regression, Generation Z

Abstract

Kidney failure is a condition in which kidney function does not work properly due to damage to the organ. In the Blitar region, the number of kidney failure patients in 2024 will fluctuate, with cases of chronic kidney failure not only experienced by the elderly, but also by young people. Therefore, this study focuses on generation Z as the main subject. The ordinal logistic regression model formed for the risk level of chronic kidney failure in generation Z at Nahdlatul Ulama University Blitar Class of 2021, namely: Logit 1 [P(Y<= 0|X)=-5,466-3,937 X6(0)-3,656 X6(1) and Logit 2 [P(Y<= 0|X)=-0,412-3,937 X6(0)-3,656 X6(0). Based on the results of the ordinal logistic regression analysis that has been carried out, it can be concluded that the variable that significantly influences the risk level of kidney failure in generation Z at Nahdlatul Ulama University, Blitar, Class of 2021 is the variable of the habit of holding urine (X6).

 

References

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Published
2025-06-30
How to Cite
Fitria, E., Swatika, G., Arini, E., & Sanwidi, A. (2025). Analisis Regresi Logistik Untuk Mengidentifikasi Faktor-faktor Risiko Penyakit Gagal Ginjal Kronik Pada Generasi Z di Universitas Nahdlatul Ulama Blitar. UJMC (Unisda Journal of Mathematics and Computer Science), 11(1), 64-70. https://doi.org/https://doi.org/10.52166/ujmc.v11i1.10346
Issue
Vol 11 No 1 (2025): Unisda Journal of Mathematics and Computer Science
Section
Articles
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