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Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis
BACKGROUND: Under-five mortality remains a global public health concern, particularly in East African countries. Short birth interval is highly associated with under-five mortality, and birth spacing has a significant effect on a child’s likelihood of survival. The association between short birth in...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120214/ https://www.ncbi.nlm.nih.gov/pubmed/37085879 http://dx.doi.org/10.1186/s13690-023-01092-5 |
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author | Tesema, Getayeneh Antehunegn Worku, Misganaw Gebrie Alamneh, Tesfa Sewunet Teshale, Achamyeleh Birhanu Yeshaw, Yigizie Alem, Adugnaw Zeleke Ayalew, Hiwotie Getaneh Liyew, Alemneh Mekuriaw Tessema, Zemenu Tadesse |
author_facet | Tesema, Getayeneh Antehunegn Worku, Misganaw Gebrie Alamneh, Tesfa Sewunet Teshale, Achamyeleh Birhanu Yeshaw, Yigizie Alem, Adugnaw Zeleke Ayalew, Hiwotie Getaneh Liyew, Alemneh Mekuriaw Tessema, Zemenu Tadesse |
author_sort | Tesema, Getayeneh Antehunegn |
collection | PubMed |
description | BACKGROUND: Under-five mortality remains a global public health concern, particularly in East African countries. Short birth interval is highly associated with under-five mortality, and birth spacing has a significant effect on a child’s likelihood of survival. The association between short birth intervals and under-five mortality was demonstrated by numerous observational studies. However, the effect of short birth intervals on under-five mortality has not been investigated yet. Therefore, this study aimed to investigate the impact of short birth intervals on under-five mortality in East Africa using Propensity Matched Analysis. METHODS: A secondary data analysis was conducted based on the most recent Demographic and Health Survey (DHS) data of 12 East African countries. A total weighted sample of 105,662 live births was considered for this study. A PSM analysis was carried out to evaluate the effect of short birth intervals on under-five mortality. Under-five mortality was the outcome variable, while the short birth interval was considered a treatment variable. To determine the Average Treatment Effect on the population (ATE), Average Treatment Effect on the treated (ATT), and Average Treatment Effect on the untreated (ATU), we performed PSM analysis with a logit-based model using the psmatch2 ate STATA function. The quality of matching was assessed statistically and graphically. The common support assumption was checked and fulfilled. We have employed Mantel-Haenszel bounds to examine whether the result would be free from hidden bias or not. RESULTS: The prevalence of short birth intervals in East Africa was 44%. The under-five mortality rate among mothers who had optimal birth intervals was 39.9 (95% CI: 38.3, 41.5) per 1000 live births while it was 60.6 (95% CI: 58.5, 62.8) per 1000 live births among mothers who had a short birth intervals. Propensity score matching split births from mothers into treatment and control groups based on the preceding birth interval. In the PSM analysis, the ATT values in the treated and control groups were 6.09% and 3.97%, respectively, showed under-five mortality among births to mothers with short birth intervals was 2.17% higher than births to mothers who had an optimal birth interval. The ATU values in the intervention and control groups were 3.90% and 6.06%, respectively, indicating that for births from women who had an optimal birth interval, the chance of dying within five years would increase by 2.17% if they were born to mother with short birth interval. The final ATE estimate was 2.14% among the population. After matching, there was no significant difference in baseline characteristics between the treated and control groups (p-value > 0.05), which indicates the quality of matching was good. CONCLUSIONS: We conclude that enhancing mothers to have optimal birth spacing is likely to be an effective approach to reducing the incidence of under-five mortality. Our findings suggest that births to mothers with short birth intervals have an increased risk of death in the first five years of life than births to mothers who had an optimal birth interval. Therefore, public health programs should enhance interventions targeting improving birth spacing to reduce the incidence of under-five mortality in low-and middle-income countries like East African countries. Moreover, to achieve a significant reduction in the under-five mortality rate, interventions that encourage birth spacing should be considered. This will improve child survival and help in attaining Sustainable Development Goal targets in East African countries. |
format | Online Article Text |
id | pubmed-10120214 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101202142023-04-22 Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis Tesema, Getayeneh Antehunegn Worku, Misganaw Gebrie Alamneh, Tesfa Sewunet Teshale, Achamyeleh Birhanu Yeshaw, Yigizie Alem, Adugnaw Zeleke Ayalew, Hiwotie Getaneh Liyew, Alemneh Mekuriaw Tessema, Zemenu Tadesse Arch Public Health Research BACKGROUND: Under-five mortality remains a global public health concern, particularly in East African countries. Short birth interval is highly associated with under-five mortality, and birth spacing has a significant effect on a child’s likelihood of survival. The association between short birth intervals and under-five mortality was demonstrated by numerous observational studies. However, the effect of short birth intervals on under-five mortality has not been investigated yet. Therefore, this study aimed to investigate the impact of short birth intervals on under-five mortality in East Africa using Propensity Matched Analysis. METHODS: A secondary data analysis was conducted based on the most recent Demographic and Health Survey (DHS) data of 12 East African countries. A total weighted sample of 105,662 live births was considered for this study. A PSM analysis was carried out to evaluate the effect of short birth intervals on under-five mortality. Under-five mortality was the outcome variable, while the short birth interval was considered a treatment variable. To determine the Average Treatment Effect on the population (ATE), Average Treatment Effect on the treated (ATT), and Average Treatment Effect on the untreated (ATU), we performed PSM analysis with a logit-based model using the psmatch2 ate STATA function. The quality of matching was assessed statistically and graphically. The common support assumption was checked and fulfilled. We have employed Mantel-Haenszel bounds to examine whether the result would be free from hidden bias or not. RESULTS: The prevalence of short birth intervals in East Africa was 44%. The under-five mortality rate among mothers who had optimal birth intervals was 39.9 (95% CI: 38.3, 41.5) per 1000 live births while it was 60.6 (95% CI: 58.5, 62.8) per 1000 live births among mothers who had a short birth intervals. Propensity score matching split births from mothers into treatment and control groups based on the preceding birth interval. In the PSM analysis, the ATT values in the treated and control groups were 6.09% and 3.97%, respectively, showed under-five mortality among births to mothers with short birth intervals was 2.17% higher than births to mothers who had an optimal birth interval. The ATU values in the intervention and control groups were 3.90% and 6.06%, respectively, indicating that for births from women who had an optimal birth interval, the chance of dying within five years would increase by 2.17% if they were born to mother with short birth interval. The final ATE estimate was 2.14% among the population. After matching, there was no significant difference in baseline characteristics between the treated and control groups (p-value > 0.05), which indicates the quality of matching was good. CONCLUSIONS: We conclude that enhancing mothers to have optimal birth spacing is likely to be an effective approach to reducing the incidence of under-five mortality. Our findings suggest that births to mothers with short birth intervals have an increased risk of death in the first five years of life than births to mothers who had an optimal birth interval. Therefore, public health programs should enhance interventions targeting improving birth spacing to reduce the incidence of under-five mortality in low-and middle-income countries like East African countries. Moreover, to achieve a significant reduction in the under-five mortality rate, interventions that encourage birth spacing should be considered. This will improve child survival and help in attaining Sustainable Development Goal targets in East African countries. BioMed Central 2023-04-21 /pmc/articles/PMC10120214/ /pubmed/37085879 http://dx.doi.org/10.1186/s13690-023-01092-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Tesema, Getayeneh Antehunegn Worku, Misganaw Gebrie Alamneh, Tesfa Sewunet Teshale, Achamyeleh Birhanu Yeshaw, Yigizie Alem, Adugnaw Zeleke Ayalew, Hiwotie Getaneh Liyew, Alemneh Mekuriaw Tessema, Zemenu Tadesse Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title | Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title_full | Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title_fullStr | Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title_full_unstemmed | Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title_short | Estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
title_sort | estimating the impact of birth interval on under-five mortality in east african countries: a propensity score matching analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120214/ https://www.ncbi.nlm.nih.gov/pubmed/37085879 http://dx.doi.org/10.1186/s13690-023-01092-5 |
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