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Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling
BACKGROUND: This study aligns with Sustainable Development Goal 3 which borders on “good health and well-being for people by ensuring healthy lives and promoting well-being for all at all ages”. It contributes to the health literature by evaluating the roles of health expenditures and educational qu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558392/ https://www.ncbi.nlm.nih.gov/pubmed/36224610 http://dx.doi.org/10.1186/s12992-022-00876-8 |
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author | Adegoke, Yetunde Oluranti George, Gavin Mbonigaba, Josue |
author_facet | Adegoke, Yetunde Oluranti George, Gavin Mbonigaba, Josue |
author_sort | Adegoke, Yetunde Oluranti |
collection | PubMed |
description | BACKGROUND: This study aligns with Sustainable Development Goal 3 which borders on “good health and well-being for people by ensuring healthy lives and promoting well-being for all at all ages”. It contributes to the health literature by evaluating the roles of health expenditures and educational quality on three health outcomes (infant mortality, maternal mortality and life expectancy at birth). METHODS: The study uses the panel spatial correlation consistent (PSCC) approach on balanced panel data on 25 selected sub-Saharan African countries from 2000 to 2020 to interrogate the nexus. RESULTS: The following findings are documented. First, health expenditures reveal significant asymmetric quadratic effects on health outcomes. Second, the interactions between health expenditures and educational quality reduce infant and maternal mortalities while enhancing life expectancy. Third, the threshold points from the interaction effects indicate that enhancing educational quality beyond some critical thresholds of 1.51 and 1.49 can induce a drop in maternal and child mortalities while a point beyond 1.84 exerts an improvement in life expectancy. CONCLUSIONS: Hence, policy makers should ensure that both health expenditures and educational quality exceed the established thresholds for sustainable health outcomes. |
format | Online Article Text |
id | pubmed-9558392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95583922022-10-14 Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling Adegoke, Yetunde Oluranti George, Gavin Mbonigaba, Josue Global Health Research BACKGROUND: This study aligns with Sustainable Development Goal 3 which borders on “good health and well-being for people by ensuring healthy lives and promoting well-being for all at all ages”. It contributes to the health literature by evaluating the roles of health expenditures and educational quality on three health outcomes (infant mortality, maternal mortality and life expectancy at birth). METHODS: The study uses the panel spatial correlation consistent (PSCC) approach on balanced panel data on 25 selected sub-Saharan African countries from 2000 to 2020 to interrogate the nexus. RESULTS: The following findings are documented. First, health expenditures reveal significant asymmetric quadratic effects on health outcomes. Second, the interactions between health expenditures and educational quality reduce infant and maternal mortalities while enhancing life expectancy. Third, the threshold points from the interaction effects indicate that enhancing educational quality beyond some critical thresholds of 1.51 and 1.49 can induce a drop in maternal and child mortalities while a point beyond 1.84 exerts an improvement in life expectancy. CONCLUSIONS: Hence, policy makers should ensure that both health expenditures and educational quality exceed the established thresholds for sustainable health outcomes. BioMed Central 2022-10-12 /pmc/articles/PMC9558392/ /pubmed/36224610 http://dx.doi.org/10.1186/s12992-022-00876-8 Text en © The Author(s) 2022 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 Adegoke, Yetunde Oluranti George, Gavin Mbonigaba, Josue Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title | Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title_full | Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title_fullStr | Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title_full_unstemmed | Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title_short | Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling |
title_sort | sustainable thresholds, health outcomes, health expenditures and education nexus in selected african countries: quadratic and moderation modelling |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558392/ https://www.ncbi.nlm.nih.gov/pubmed/36224610 http://dx.doi.org/10.1186/s12992-022-00876-8 |
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