Please use this identifier to cite or link to this item: http://bura.brunel.ac.uk/handle/2438/27922
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dc.contributor.authorAllel, K-
dc.contributor.authorJaoude, GA-
dc.contributor.authorPoupakis, S-
dc.contributor.authorBatura, N-
dc.contributor.authorSkordis, J-
dc.contributor.authorHaghparast-Bidgoli, H-
dc.date.accessioned2023-12-23T16:23:45Z-
dc.date.available2023-12-23T16:23:45Z-
dc.date.issued2021-03-24-
dc.identifierORCID iD: Kasim Allel https://orcid.org/0000-0002-2144-7181-
dc.identifierORCID iD: Gerard Abou Jaoude https://orcid.org/0000-0001-6022-3036-
dc.identifierORCID iD: Stavros Poupakis https://orcid.org/0000-0002-2688-5404-
dc.identifierORCID iD: Neha Batura https://orcid.org/0000-0002-8175-8125-
dc.identifierORCID iD: Jolene Skordis https://orcid.org/0000-0002-8633-0208-
dc.identifierORCID iD: Hassan Haghparast-Bidgoli https://orcid.org/0000-0001-6365-2944-
dc.identifier3340-
dc.identifier.citationAllel, K. et al. (2021) 'Exploring the associations between early childhood development outcomes and ecological country-level factors across low-and middle-income countries', International Journal of Environmental Research and Public Health, 18 (7), 3340, pp. 1 - 15. doi: 10.3390/ijerph18073340.en_US
dc.identifier.issn1661-7827-
dc.identifier.urihttps://bura.brunel.ac.uk/handle/2438/27922-
dc.descriptionData Availability Statement: Data are shared publicly at the WHO, the WB, the DHS or the UN websites/repositories.en_US
dc.descriptionSupplementary materials are available online at: https://www.mdpi.com/article/10.3390/ijerph18073340/s1 .-
dc.description.abstractCopyright © 2021 by the authors. A poor start in life shapes children’s development over the life-course. Children from low-and middle-income countries (LMICs) are exposed to low levels of early stimulation, greater socioeconomic deprivation and persistent environmental and health challenges. Nevertheless, little is known about country-specific factors affecting early childhood development (ECD) in LMICs. Using data from 68 LMICs collected as part of the Multiple Indicator Cluster Surveys between 2010 and 2018, along with other publicly available data sources, we employed a multivariate linear regression analysis at a national level to assess the association between the average Early Childhood Development Index (ECDI) in children aged 3–5 and country-level ecological characteristics: early learning and nurturing care and socioeconomic and health indicators. Our results show that upper-middle-income country status, attendance at early childhood education (ECE) programs and the availability of books at home are positively associated with a higher ECDI. Conversely, the prevalence of low birthweight and high under-5 and maternal mortality are negatively associated with ECDI nationally. On average, LMICs with inadequate stimulation at home, higher mortality rates and without mandatory ECE programs are at greater risks of poorer ECDI. Investment in early-year interventions to improve nurturing care and ECD outcomes is essential for achieving Sustainable Development Goals.en_US
dc.description.sponsorshipNo funding declared.en_US
dc.format.extent1 - 15-
dc.format.mediumPrint-Electronic-
dc.language.isoen_USen_US
dc.publisherMDPIen_US
dc.rightsCopyright © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).-
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/-
dc.subjectearly childhood developmenten_US
dc.subjectlow- and middle-income countriesen_US
dc.subjectinequalitiesen_US
dc.subjectsustainable development goalsen_US
dc.subjectchild healthen_US
dc.titleExploring the associations between early childhood development outcomes and ecological country-level factors across low-and middle-income countriesen_US
dc.typeArticleen_US
dc.identifier.doihttps://doi.org/10.3390/ijerph18073340-
dc.relation.isPartOfInternational Journal of Environmental Research and Public Health-
pubs.issue7-
pubs.publication-statusPublished-
pubs.volume18-
dc.identifier.eissn1660-4601-
dc.rights.holderThe authors-
Appears in Collections:Dept of Economics and Finance Research Papers

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