Abstract
Introduction
Evidence shows that most women in Ghana do not meet the minimum 8-contact model for antenatal care as recommended by WHO with only 31.2%-41.9% of them meeting the recommendation. To the best of our knowledge, no study in Ghana has examined women’s noncompliance with the WHO’s recommended 8-contact model for antenatal care using geospatial analysis, as this study sets out to do.
Methods
We sourced data from the recent version of the Ghana Maternal Health Survey which was executed in 2017. A sample of 10,077 women with complete data participated in this study. The link between the explanatory variables and the outcome variable was investigated using binary and multivariate logistic regression models and Spatial analyses such as spatial autocorrelation (Moran's I), hotspot, cluster and outlier analysis, and geographically weighted regression were conducted using ArcMap version 10.7.
Results
Districts found in the north-eastern and south-western parts of the country were more likely to experience noncompliance with ANC. Women staying within the middle belt without health insurance were more likely (17–29%) to be noncompliant with ANC. Women with low community socioeconomic status were found to be more likely (17–34%) to be noncompliant with ANC in the eastern parts of Ghana.
Conclusion
The study has shown that in order to achieve targets one and three of Sustainable Development Goal 3, the government of Ghana, the Ministry of Health, together with the Ghana Health Service may have to intensify health education in the identified areas to highlight the importance of adherence to the WHO recommendations on ANC 8-contact model.
Evidence shows that most women in Ghana do not meet the minimum 8-contact model for antenatal care as recommended by WHO with only 31.2%-41.9% of them meeting the recommendation. To the best of our knowledge, no study in Ghana has examined women’s noncompliance with the WHO’s recommended 8-contact model for antenatal care using geospatial analysis, as this study sets out to do.
Methods
We sourced data from the recent version of the Ghana Maternal Health Survey which was executed in 2017. A sample of 10,077 women with complete data participated in this study. The link between the explanatory variables and the outcome variable was investigated using binary and multivariate logistic regression models and Spatial analyses such as spatial autocorrelation (Moran's I), hotspot, cluster and outlier analysis, and geographically weighted regression were conducted using ArcMap version 10.7.
Results
Districts found in the north-eastern and south-western parts of the country were more likely to experience noncompliance with ANC. Women staying within the middle belt without health insurance were more likely (17–29%) to be noncompliant with ANC. Women with low community socioeconomic status were found to be more likely (17–34%) to be noncompliant with ANC in the eastern parts of Ghana.
Conclusion
The study has shown that in order to achieve targets one and three of Sustainable Development Goal 3, the government of Ghana, the Ministry of Health, together with the Ghana Health Service may have to intensify health education in the identified areas to highlight the importance of adherence to the WHO recommendations on ANC 8-contact model.
| Original language | English |
|---|---|
| Article number | 192 |
| Number of pages | 1 |
| Journal | BMC Pregnancy and Childbirth |
| Volume | 23 |
| Issue number | 1 |
| Early online date | 18 Mar 2023 |
| DOIs | |
| Publication status | Published - 18 Mar 2023 |
Bibliographical note
We acknowledge Measure DHS for providing us with the data.© 2023. The Author(s).
Keywords
- Antenatal care
- Reproductive health
- Women
- Geospatial analysis
- Ghana
- Social demography
