ANALISIS FAKTOR RISIKO KEJADIAN TRANSIENT ISCHEMIC ATTACK (TIA) MENGGUNAKAN REGRESI LOGISTIK GANDA (Studi di RSUD Dr. Soetomo Surabaya)

ADELIA RAHMA FADHILAH, 101211132026 (2016) ANALISIS FAKTOR RISIKO KEJADIAN TRANSIENT ISCHEMIC ATTACK (TIA) MENGGUNAKAN REGRESI LOGISTIK GANDA (Studi di RSUD Dr. Soetomo Surabaya). Skripsi thesis, Universitas Airlangga.

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Abstract

Multivariate logistic regression was a logistic regression model used to analyze the relationship between dependent variable and independent variables, but dependent variable was dichotomy. This analysis was applied to case of TIA. TIA was a warning that stroke would occur in people who had TIA. This study was carried out to determine risk factors that affect case of TIA in Dr. Soetomo Regional Public Hospital Surabaya in 2012-2015 and the best multivariate logistic regression model. Measurement in research subjects was conducted in the medical record. These measurement did not involved direct contact so the subjects were not disturbed during the research proces (observational research). Subjects were 90 inpatients, such as 30 patients of TIA and 90 patients of non TIA (case-control design). Measurement was conducted to obtain information of variables examined. Independent variables were sex, age, hypertension, dyslipidemia, diabetes mellitus, and obesity. Result of simultaneous test showed that at least one variable that affected TIA (p = 0,000). Partial test showed that hypertension (p = 0,015; OR = 4,327), dyslipidemia (p = 0,000; OR = 10,455), and diabetes mellitus (p = 0,032; OR = 3,942) affected TIA (p < 0,05). This independent variables have contributed as much as 49% to TIA with prediction accuracy was 80%. Model obtained was fit (p > 0,05) and the best model was f(z) = 1/[1+e2,531-1,465(hipertensi)-2,347(dislipidemia)-1,372(diabetes)]. Multivariate logistic regression can be used to analyze risk factors of TIA in Dr. Soetomo Regional Public Hospital Surabaya in 2012-2015 with high prediction accuracy. Dyslipidemia was the highest risk of TIA so that needed Communication, Information, and Education of TIA for TIA prevention in patients who had dyslipidemia and stroke prevention in patients who had a history of TIA.

Item Type: Thesis (Skripsi)
Additional Information: KKC KK FKM.125/16 Fad a
Uncontrolled Keywords: multivariate logistic regression, Transient Ischemic Attack, risk factors
Subjects: H Social Sciences > HA Statistics > HA1-4737 Statistics
R Medicine > RA Public aspects of medicine > RA1-1270 Public aspects of medicine > RA1-418.5 Medicine and the state > RA407-409.5 Health status indicators. Medical statistics and surveys
Divisions: 10. Fakultas Kesehatan Masyarakat
Creators:
CreatorsNIM/NIDN
ADELIA RAHMA FADHILAH, 101211132026UNSPECIFIED
Contributors:
ContributionNameNIDN/NIDK/NUP
ContributorHari Basuki Notobroto, Dr., dr., M.Kes.UNSPECIFIED
Depositing User: Guruh Haris Raputra
Date Deposited: 14 Jul 2016 01:57
Last Modified: 14 Jul 2016 01:57
URI: http://repository.unair.ac.id/id/eprint/39807
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