Principal Components and Factor Analysis of Fertility Differentials in Tanzania

The objective of this paper is to apply principal components and factor analysis techniques in assessing factors associated with fertility differentials in Tanzania. The study utilized secondary data from 2010 Tanzania Demographic and Health Survey (2010 TDHS) dataset. Three factors were identifie...

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Main Authors: Christopher Mbotwa, Rocky R. Akarro
Format: Article
Language:English
Published: Refaad 2018-04-01
Series:General Letters in Mathematics
Subjects:
Online Access:http://www.refaad.com/Files/glm/GLM-4-2-4.pdf
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spelling doaj-186478904c7a49b1aa20f9f52ebbe0df2020-11-24T21:54:43ZengRefaadGeneral Letters in Mathematics 2519-92692519-92772018-04-0142768510.31559/glm2016.4.2.4Principal Components and Factor Analysis of Fertility Differentials in TanzaniaChristopher Mbotwa0Rocky R. Akarro1University of Dar es Salaam Mbeya College of Health and Allied Sciences, Mbeya, TanzaniaUniversity of Dar es Salaam College of Social Sciences, Dar es Salaam, TanzaniaThe objective of this paper is to apply principal components and factor analysis techniques in assessing factors associated with fertility differentials in Tanzania. The study utilized secondary data from 2010 Tanzania Demographic and Health Survey (2010 TDHS) dataset. Three factors were identified as the main factors associated to fertility differentials in Tanzania. The first factor was woman’ education and awareness, the second factor was woman’ demographic characteristics and the third factor was woman’ economic status. Among those factors, woman’ education and awareness was found to contribute more than all other factors in explaining fertility differentials in Tanzania. The study concluded that, in order to attain a desirable fertility level in the country, woman’ education especially on the issue of family planning needs to be improved.http://www.refaad.com/Files/glm/GLM-4-2-4.pdfEignvaluesFertilityLoadings matrixPrincipal ComponentsTanzania
collection DOAJ
language English
format Article
sources DOAJ
author Christopher Mbotwa
Rocky R. Akarro
spellingShingle Christopher Mbotwa
Rocky R. Akarro
Principal Components and Factor Analysis of Fertility Differentials in Tanzania
General Letters in Mathematics
Eignvalues
Fertility
Loadings matrix
Principal Components
Tanzania
author_facet Christopher Mbotwa
Rocky R. Akarro
author_sort Christopher Mbotwa
title Principal Components and Factor Analysis of Fertility Differentials in Tanzania
title_short Principal Components and Factor Analysis of Fertility Differentials in Tanzania
title_full Principal Components and Factor Analysis of Fertility Differentials in Tanzania
title_fullStr Principal Components and Factor Analysis of Fertility Differentials in Tanzania
title_full_unstemmed Principal Components and Factor Analysis of Fertility Differentials in Tanzania
title_sort principal components and factor analysis of fertility differentials in tanzania
publisher Refaad
series General Letters in Mathematics
issn 2519-9269
2519-9277
publishDate 2018-04-01
description The objective of this paper is to apply principal components and factor analysis techniques in assessing factors associated with fertility differentials in Tanzania. The study utilized secondary data from 2010 Tanzania Demographic and Health Survey (2010 TDHS) dataset. Three factors were identified as the main factors associated to fertility differentials in Tanzania. The first factor was woman’ education and awareness, the second factor was woman’ demographic characteristics and the third factor was woman’ economic status. Among those factors, woman’ education and awareness was found to contribute more than all other factors in explaining fertility differentials in Tanzania. The study concluded that, in order to attain a desirable fertility level in the country, woman’ education especially on the issue of family planning needs to be improved.
topic Eignvalues
Fertility
Loadings matrix
Principal Components
Tanzania
url http://www.refaad.com/Files/glm/GLM-4-2-4.pdf
work_keys_str_mv AT christophermbotwa principalcomponentsandfactoranalysisoffertilitydifferentialsintanzania
AT rockyrakarro principalcomponentsandfactoranalysisoffertilitydifferentialsintanzania
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