Modeling Risk Factors for Total Paralysis of Stroke Patients in RSUD Dr. R. Sosodoro Djatikoesoemo Bojonegoro Using Binary Logistic Regression

Puji Hidayatus Sholikhah, Sri Pingit Wulandari

Abstract


One of the causes of death in Bojonegoro Regency is stroke. Stroke is a nervous system function disorder that occurs suddenly and is caused by circulatory disorders of the brain. From 2015 to March 2018, stroke has always been ranked first as the type of disease that most patients suffer in RSUD Dr. R. Sosodoro Djatikoesoemo Bojonegoro. Stroke can cause sufferers to experience limited ability to carry out daily activities (eating, dressing, defecating, bathing, and moving) because there are limbs that are paralyzed so it is difficult to move. Therefore, this study aims to describe the characteristics of stroke patients and to analyze the risk factors that cause stroke patients get totally paralyzed using binary logistic regression. The data used in the form of secondary data obtained from the results of medical records of stroke patients who were hospitalized at RSUD Dr. R. Sosodoro Djatikoesoemo Bojonegoro from January to March 2018. Based on the results of the analysis showed that the majority of stroke patients are over 55 years old and males also the risk factors that cause stroke patients geet totally paralyzed are the type of stroke and previous history of stroke.


Keywords


Binary Logistic Regression, Paralysis, Stroke

Full Text:

PDF

References


Riskesdas, “Riset Kesehatan Dasar Riskesdas 2013”, Accessed on 11th September 2018 from www.depkes.go.id, 2013.

L. Lingga, “All About Stroke Hidup Sebelum dan Pasca Stroke” Jakarta: PT Elex Media Komputindo, 2013.

Z. A. Aulia, “Pemodelan Kasus Stroke Berdasarkan Jenisnya Menggunakan Analisis Regresi Logistik Biner di Rumah Sakit Umum Haji Surabaya”, Accessed on 20th September 2018 from repository.its.ac.id, 2017.

S. P. Kristiyawati, “Analisis Faktor Risiko yang Berhubungan dengan Kejadian Stroke di Rumah Sakit Panti Wilasa Citarum Semarang”, Accessed on 22nd September 2018 from https://lib.ui.ac.id, 2008.

Amran, “Analisis Faktor Risiko Kematian Penderita Stroke”, Accessed on 7th November 2018 from https://amranepid.files.wordpress.com, 2012.

L. Mihardja, et al, “Angka Kematian dan Faktor Risiko Stroke Sebagai Penyebab Dasar Kematian di Kabupaten Padang Pariaman Provinsi Sumatera Barat”, Accessed on 6th December 2018 from https://media.neliti.com, 2016.

Pemkab Bojonegoro, “10 Penyakit Pembunuh di Bojonegoro”, Accessed on 11th September 2018 from bojonegorokab.go.id, 2015.

D. W. Hosmer, and S. Lemeshow, “Applied Logistic Regression Second Edition”, Canada: John Wiley & Sons Inc, 2000.

J. J. Parsons, D. Oja, R. Ageloff, and P. Carey, “New Perspectives on Microsoft(R) Excel(R) 2010 Introductory”, Boston: Course Technology Cengange Learning, 2011.

A. Agresti, “An Introduction to Categorical Data Analysis Second Edition”, Hoboken New Jersey: John Wiley & Sons Inc, 2007.

R. A. Johnson and D. W. Wichern, “Applied Multivariate Statistical Analysis Sixth Edition”, New Jersey: Pearson Education Inc, 2007.

R. Pinzon and L. Asanti, “Awas Stroke! Pengertian, Gejala, Tindakan, Perawatan, & Pencegahan”, Yogyakarta: ANDI, 2010.

American Stroke Association (ASA), “Types of Stroke”, Accessed from https://www.strokeassociation.org, 2011.

V. Felgin, “Stroke”, Jakarta: PT Bhuana Ilmu Populer, 2006.

A. Krishna, “Mengenali Keluhan Anda Info Kesehatan Umum untuk Masyarakat”, Accessed on 7 November 2018 from www.informasimedika.com, 2013.

Y. Yueniwati, “Pencitraan pada Stroke”. Malang: UB Press, 2016.

W. Sari, et al, “Care Your Self Stroke Cegah dan Obati Sendiri”, Jakarta: Penebar Plus (Penebar Swadaya Grup), 2016.

Perreu and Bogusslavsky, In: “Awas Stroke! Pengertian, Gejala, Tindakan, Perawatan, & Pencegahan”, Yogyakarta: ANDI, 2003.

American Heart Association (AHA), “Understanding Blood Pressure Reading”, Accessed on 24th April 2019 from https://www.heart.org, 2019.

Oki, et al, In: “Awas Stroke! Pengertian, Gejala, Tindakan, Perawatan, & Pencegahan”, Yogyakarta: ANDI, 2006.

T. Sudargo, et al, “Pola Makan dan Obesitas”, Yogyakarta: Gadjah Mada University Press, 2014.




DOI: http://dx.doi.org/10.12962/j23378557.v6i2.a7225

Refbacks

  • There are currently no refbacks.


Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License. IPTEK The Journal of Engineering published by Pusat Publikasi Ilmiah, Institut Teknologi Sepuluh Nopember. 

 

Please contact us for order or further information at: email: iptek.joe[at]gmail.com Fax/Telp: 031 5992945. Editorial Office Address: Pusat Riset Building 6th floor, ITS Campus, Sukolilo, Surabaya 60111, Indonesia.