SIGNIFICANT FACTORS INFLUENCING HYPERBILIRUBINEMIA AT SANTO YUSUF MOTHER AND CHILD HOSPITAL, NORTH JAKARTA USING BINARY LOGISTIC REGRESSION

  • Elsa Anna Pratiwi Department of Mathematics, Faculty of Mathematics and Natural Sciences, Jenderal Soedirman University, Indonesia
  • Nunung Nurhayati Department of Mathematics, Faculty of Mathematics and Natural Sciences, Jenderal Soedirman University, Indonesia
  • Idha Sihwaningrum Department of Mathematics, Faculty of Mathematics and Natural Sciences, Jenderal Soedirman University, Indonesia
DOI: https://doi.org/10.30598/barekengvol18iss1pp0075-0084
Keywords: Hyperbilirubinemia, Risk factor, Binary logistic regression

Abstract

Hyperbilirubinemia is a problem that often occurs in newborns. The cause of hyperbilirubinemia is multifactorial including maternal, perinatal or environmental factors that can be risk factors in newborns. Hyperbilirubinemia that occurs in infants is usually due to high bilirubin levels. High bilirubin can be a poison that causes brain damage so hyperbilirubinemia must be treated appropriately so as not to cause chronic complications. This study aims to identify significant factors affecting hyperbilirubinemia in infants at Santo Joseph Mother and Child Hospital, North Jakarta using binary logistic regression. This research was conducted at Santo Joseph Mother and Child Hospital for the first time. Factors that are thought to influence are gestational age, birth weight, childbirth, breastfeeding, and infection status. The results showed that the significant factors affecting hyperbilirubinemia in infants were the process of childbirth, milk feeding and infection status. Based on  the odds ratio  value for each variable, it can be concluded that babies with abnormal birth processes have a risk of hyperbilirubinemia of 2.9628 times greater than babies with normal births. Meanwhile, formula-fed infants have a risk  of hyperbilirubinemia of 4.2854 times less than breastfed babies. Furthermore, infants affected by infection have a risk  of developing hyperbilirubinemia of 5.5752 times greater than infants who do not get infection.

 

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References

A. H. Pudjiaji, B. Hegas, S. Handryastuti, S. N. Idris, E. P. Gandaputra, E. D. Harmoniati and K. Yuliarti, "Hiperbilirubinemia", Pedoman Pelayanan Medis Ikatan Dokter Anak Indonesia, Edisi II, Jakarta: IDAI, 2013, p. 114.

C. C. Yasadipura, I. W. B. Suryawan and A. A. M. Sucipta, "Hubungan Bayi Berat Lahir Rendah (BBLR) dengan Kejadian Hiperbilirubinemia pada Neonatus di RSUD Wangaya, Bali, Indonesia," Intisari Sains Medis, vol. 11, no. 3, pp. 1277-1281, 2020.

R. Rohsiswatmo and R. Harmoniati, "Hiperbilirubinemia pada Neonatus >35 minggu di Indonesia: Pemeriksaan dan Tatalaksana Terkini," Sari Pediatri, vol. 20, no. 2, pp. 115-122, Agustus 2018.

I. Astariani, I. W. D. Artana and N. M. R. Suari, "Karakteristik Faktor Penyebab Hiperbilirubinemia pada Neonatus di RSIA Puri Bunda Tabanan, Bali Tahun 2021," Intisari Sains Media, vol. 12, no. 3, pp. 917-920, 2021.

Kemenkes RI, Pedoman Nasional Pelayanan Kedokteran Tata Laksana Hiperbilirubinemia. Jakarta: Kemenkes RI, 2019.

D. L. N. Aulia, R. Utami and A. D. Anjani, "Komplikasi pada Bayi Baru Lahir serta Penanganannya", Komplikasi pada Kehamilan, Persalinan, Nifas dan Bayi Baru Lahir, Purwokerto: CV Pena Persada, 2022, pp. 150-151.

R. A. Putri, M. Mexitalia and E. Sulistyowati, "Faktor Risiko Hiperbilirubinemia pada Neonatus," Media Hospitalia, vol. 2, no. 2, pp. 105-109, 2014.

H. Boskabadi, F. Rakhshanizadeh and M. Zakerihamidi, “Evaluation of Maternal Risk Factors in Neonatal Hyperbilirubinemia,” Arch Iran Med, vol. 23, no.2, pp.128-140. 2020.

S. Y. Widadi, T. Puspita, R. Alfiyansyah, E. V. Rilla, Wahyudin and S. Nurazizah, "Hubungan Berat Badan Lahir Rendah dengan Kejadian Hiperbilirubinemia di Ruang Perinatologi RSUD dr. Slamet Garut," Syntax Literate: Jurnal Ilmiah Indonesia, vol. 8, no. 2, pp. 1600-1612, 2023.

Y. R. Y. Rompis, J. I. C. Manoppo and R. Wilar, "Gambaran Hiperbilirubinemia pada Bayi Aterm dan Prematur di RSUP Prof Dr. R. D Kandou Manado," e-Clinic (eCI), vol. 7, no. 2, pp. 103-107, 2019.

S. Ghozi, Ramli and A. Setiarini, "Analisis Keputusan Nasabah dalam Memilih Jenis Bank: Penerapan Model Regresi Logistik Biner (Studi Kasus pada Bank BRI Cabang Balikpapan)," Media Statistika, vol. 11, no. 1, pp. 17-26, 2018.

F. Muliani, Amelia, U. Nabilla and Azizah, "Analisis Regresi Logistik Biner Untuk Menentukan Faktor Stillbirth di Kabupaten Aceh Timur," BAREKENG : Jurnal Ilmu Matematika dan Terapan, vol. 15, no. 1, pp. 001-008, 2021.

F. A. Wijaya and I. W. B. Suryawan, "Faktor Resiko Kejadian Hiperbilirubinemia pada Neonatus di Ruang Perinatologi RSUD Wangaya Kota Denpasar," MEDICINA, vol. 50, no. 2, pp. 357-364, 2019.

E. Garosi, F. Mohammadi and Ranjskesh F, “The Relationship betweent Neonatal Jaudice and Maternal and Neonatal Factors,” Iranian Journal of Neonatologi, vol. 7, no. 1, pp. 37-40, 2016.

A. Adugna and D. Ado, “Determinants of Jaundice Among Neonates Admitted to Neonatal Intensive Care Unit of Mizan Tepi University Teaching Hospital, Southwest Ethiopia, 2021: Unmatched Case Control Study,” Global Pediatric Health, vol. 10, 2023.

E. Roflin, F. Riana, E. Munarsih, Pariyana and I. A. Liberty, Regresi Logistik Biner dan Multinomial, Pekalongan: NEM, 2023.

D. W. Hosmer and S. Lemeshow, Applied Logistic Regression, Third Edition, New Jersey: John Wiley and Sons, 2013.

Published
2024-03-01
How to Cite
[1]
E. Pratiwi, N. Nurhayati, and I. Sihwaningrum, “SIGNIFICANT FACTORS INFLUENCING HYPERBILIRUBINEMIA AT SANTO YUSUF MOTHER AND CHILD HOSPITAL, NORTH JAKARTA USING BINARY LOGISTIC REGRESSION”, BAREKENG: J. Math. & App., vol. 18, no. 1, pp. 0075-0084, Mar. 2024.
Issue
Vol 18 No 1 (2024): BAREKENG: Journal of Mathematics and Its Application
Section
Articles

Copyright (c) 2024 Elsa Anna Pratiwi, Nunung Nurhayati, Idha Sihwaningrum

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