@article{10.11648/j.bsi.20261103.11,
  author = {Kassu Mehari Beyene and Sara Abera Bekele and Shiferaw Gedefa Fentie},
  title = {Modeling Desire for More Children Among Childbearing Women in Ethiopia: Application of a Generalized Estimating Equation},
  journal = {Biomedical Statistics and Informatics},
  volume = {11},
  number = {3},
  pages = {65-73},
  doi = {10.11648/j.bsi.20261103.11},
  url = {https://doi.org/10.11648/j.bsi.20261103.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.bsi.20261103.11},
  abstract = {It is well documented that high fertility rates can have an adverse effect on the health of women and children, especially in developing countries that lack health infrastructure. The fertility rate in Ethiopia is one of the highest in the world. In 2019 the estimated total fertility rate is 4.15 births per woman. Although, the total fertility rate of the country is far above the acceptable level, many married women want to have another child. In 2016 it is estimated that fifty-six percent of currently married women age 15-49 want to have another child. The main objective of this study is to model desire for more children among childbearing women using longitudinal approaches as well as to evaluate the determinant factors for the desire for more children among childbearing women in Ethiopia. The source of data for this study is the 2016 Ethiopian Demographic and Health Survey (EDHS) which was a nationally representative survey of women in the age group 15-49 years. Data about desire for more children among childbearing women will be analysed. The statistical method used to analyze the data is a marginal longitudinal model, specifically the generalized estimating equation (GEE). The generalized estimating equations analysis revealed that the desire for more children was significantly higher among women aged 15-44 (specifically in the groups 15-19, 20-24, 25-29, 30-34, 35-39, and 40-44), women with 0-3 and 4-5 living children, and women not using contraceptives, compared to their counterparts. Conversely, the desire for more children was significantly lower among women with no, and primary education; women with 0-3 and 4-5 ideal number of children; and women residing in the Amhara, Southern Nations, Nationalities and Peoples Region (SNNPR), Oromia, Benishangul, Addis Ababa, Gambela, Tigray, Dire Dawa, and Harari regions, compared to their counterparts. The results revealed that the desire for more children generally increases with education level and ideal number of children. Conversely, women using contraceptives desire fewer children compared to those not using them. Therefore, federal and regional governments need to implement significant interventions to reduce fertility desire. Additionally, non-governmental organizations and civil societies can raise crucial awareness about the benefits of reduced fertility desire, especially among young women, women with no education, women with a high ideal number of children, women with fewer living children, and women who do not use contraceptives.},
 year = {2026}
}

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TY  - JOUR
T1  - Modeling Desire for More Children Among Childbearing Women in Ethiopia: Application of a Generalized Estimating Equation
AU  - Kassu Mehari Beyene
AU  - Sara Abera Bekele
AU  - Shiferaw Gedefa Fentie
Y1  - 2026/09/17
PY  - 2026
N1  - https://doi.org/10.11648/j.bsi.20261103.11
DO  - 10.11648/j.bsi.20261103.11
T2  - Biomedical Statistics and Informatics
JF  - Biomedical Statistics and Informatics
JO  - Biomedical Statistics and Informatics
SP  - 65
EP  - 73
PB  - Science Publishing Group
SN  - 2578-8728
UR  - https://doi.org/10.11648/j.bsi.20261103.11
AB  - It is well documented that high fertility rates can have an adverse effect on the health of women and children, especially in developing countries that lack health infrastructure. The fertility rate in Ethiopia is one of the highest in the world. In 2019 the estimated total fertility rate is 4.15 births per woman. Although, the total fertility rate of the country is far above the acceptable level, many married women want to have another child. In 2016 it is estimated that fifty-six percent of currently married women age 15-49 want to have another child. The main objective of this study is to model desire for more children among childbearing women using longitudinal approaches as well as to evaluate the determinant factors for the desire for more children among childbearing women in Ethiopia. The source of data for this study is the 2016 Ethiopian Demographic and Health Survey (EDHS) which was a nationally representative survey of women in the age group 15-49 years. Data about desire for more children among childbearing women will be analysed. The statistical method used to analyze the data is a marginal longitudinal model, specifically the generalized estimating equation (GEE). The generalized estimating equations analysis revealed that the desire for more children was significantly higher among women aged 15-44 (specifically in the groups 15-19, 20-24, 25-29, 30-34, 35-39, and 40-44), women with 0-3 and 4-5 living children, and women not using contraceptives, compared to their counterparts. Conversely, the desire for more children was significantly lower among women with no, and primary education; women with 0-3 and 4-5 ideal number of children; and women residing in the Amhara, Southern Nations, Nationalities and Peoples Region (SNNPR), Oromia, Benishangul, Addis Ababa, Gambela, Tigray, Dire Dawa, and Harari regions, compared to their counterparts. The results revealed that the desire for more children generally increases with education level and ideal number of children. Conversely, women using contraceptives desire fewer children compared to those not using them. Therefore, federal and regional governments need to implement significant interventions to reduce fertility desire. Additionally, non-governmental organizations and civil societies can raise crucial awareness about the benefits of reduced fertility desire, especially among young women, women with no education, women with a high ideal number of children, women with fewer living children, and women who do not use contraceptives.
VL  - 11
IS  - 3
ER  - 

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