Bayesian Multilevel Analysis of Utilization of Antenatal Care Services in Ethiopia
المؤلفون المشاركون
Kitabo, Cheru Atsmegiorgis
Damtie, Ehit Tesfu
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-07-04
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
In sub-Saharan Africa, 72% of pregnant women received an antenatal care visit at least once in their pregnancy period.
Ethiopia has one of the highest rates of maternal mortality in sub-Saharan African countries.
So, this high maternal mortality levels remain a major public health problem.
According to EDHS, 2016, the antenatal care (ANC), delivery care (DC), and postnatal care (PNC) were 62%, 73%, and 13%, respectively, indicating that ANC is in a low level.
The main objective of this study was to examine the factors that affect the utilization of antenatal care services in Ethiopia using Bayesian multilevel logistic regression models.
The data used for this study comes from the 2016 Ethiopian Demographic and Health Survey which was conducted by the Central Statistical Agency (CSA).
The statistical method of data analysis used for this study is the Bayesian multilevel binary logistic regression model in general and the Bayesian multilevel logistic regression for the random coefficient model in particular.
The convergences of parameters are estimated by using Markov chain Monte-Carlo (MCMC) using SPSS and MLwiN software.
The descriptive result revealed that out of the 7171 women who are supposed to use ANC services, 2479 (34.6%) women were not receiving ANC services, while 4692 (65.4%) women were receiving ANC services.
Moreover, women in the Somali and Afar regions are the least users of ANC.
Using the Bayesian multilevel binary logistic regression of random coefficient model factors, place of residence, religion, educational attainment of women, husband educational level, employment status of husband, beat, household wealth index, and birth order were found to be the significant factors for usage of ANC.
Regional variation in the usage of ANC was significant.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Kitabo, Cheru Atsmegiorgis& Damtie, Ehit Tesfu. 2020. Bayesian Multilevel Analysis of Utilization of Antenatal Care Services in Ethiopia. Computational and Mathematical Methods in Medicine،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1139625
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Kitabo, Cheru Atsmegiorgis& Damtie, Ehit Tesfu. Bayesian Multilevel Analysis of Utilization of Antenatal Care Services in Ethiopia. Computational and Mathematical Methods in Medicine No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1139625
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Kitabo, Cheru Atsmegiorgis& Damtie, Ehit Tesfu. Bayesian Multilevel Analysis of Utilization of Antenatal Care Services in Ethiopia. Computational and Mathematical Methods in Medicine. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1139625
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1139625
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر