Cargando…
Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment
Failure to meet early childhood developmental milestones leads to difficulty in schooling and social functioning. Evidence on the inequality in the burden of developmental delays across population groups, and identification of potential risk factors for suspected developmental delays (SDD) among you...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10036624/ https://www.ncbi.nlm.nih.gov/pubmed/36959346 http://dx.doi.org/10.1038/s41598-023-31629-1 |
_version_ | 1784911699314212864 |
---|---|
author | Acharya, Kiran Rahman, Md. Shafiur Islam, Md. Rashedul Gilmour, Stuart Dhungel, Bibha Parajuli, Rajendra P. Nishimura, Tomoko Senju, Atsushi Tsuchiya, Kenji J. |
author_facet | Acharya, Kiran Rahman, Md. Shafiur Islam, Md. Rashedul Gilmour, Stuart Dhungel, Bibha Parajuli, Rajendra P. Nishimura, Tomoko Senju, Atsushi Tsuchiya, Kenji J. |
author_sort | Acharya, Kiran |
collection | PubMed |
description | Failure to meet early childhood developmental milestones leads to difficulty in schooling and social functioning. Evidence on the inequality in the burden of developmental delays across population groups, and identification of potential risk factors for suspected developmental delays (SDD) among younger children, are essential for designing appropriate policies and programs. This study explored the level of socioeconomic and maternal education-based inequality in the prevalence of SDD among Nepalese children at subnational level and identified potential risk factors. Individual-level data from the 2019 Nepal Multiple Indicator Cluster Survey was used to estimate the prevalence of SDD among children aged 3–4 years. Regression-based slope index of inequality (SII) and relative index of inequality were used to measure the magnitude of inequality, in terms of household socioeconomic status (SES) and mother’s education, in the prevalence of SDD. In addition, a multilevel logistic regression model was used to identify potential risk factors for SDD. The national prevalence of SDD was found to be 34.8%, with relatively higher prevalence among children from rural areas (40.0%) and those from Karnali Province (45.0%) followed by Madhesh province (44.2%), and Sudhurpashchim Province (40.1%). The prevalence of SDD was 32 percentage points higher (SII: −0.32) among children from the poorest households compared to their rich counterparts at the national level. At the subnational level, such inequality was found to be highest in Lumbini Province (SII = −0.47) followed by Karnali Province (SII = −0.37), and Bagmati Province (SII = −0.37). The prevalence of SDD was 36 percentage points higher (SII: −0.36) among children whose mother had no formal education compared to children of higher educated mothers. The magnitude of education-based absolute inequality in SDD was highest in Lumbini Province (SII = −0.44). Multilevel logistic regression model identified lower levels of mother’s education, disadvantaged SES and childhood stunting as significant risk factors for SDD. One in each three children in Nepal may experience SDD, with relatively higher prevalence among children from rural areas. Subnational level variation in prevalence, and socioeconomic and education-based inequality in SDD highlight the urgent need for province-specific tailored interventions to promote early childhood development in Nepal. |
format | Online Article Text |
id | pubmed-10036624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100366242023-03-25 Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment Acharya, Kiran Rahman, Md. Shafiur Islam, Md. Rashedul Gilmour, Stuart Dhungel, Bibha Parajuli, Rajendra P. Nishimura, Tomoko Senju, Atsushi Tsuchiya, Kenji J. Sci Rep Article Failure to meet early childhood developmental milestones leads to difficulty in schooling and social functioning. Evidence on the inequality in the burden of developmental delays across population groups, and identification of potential risk factors for suspected developmental delays (SDD) among younger children, are essential for designing appropriate policies and programs. This study explored the level of socioeconomic and maternal education-based inequality in the prevalence of SDD among Nepalese children at subnational level and identified potential risk factors. Individual-level data from the 2019 Nepal Multiple Indicator Cluster Survey was used to estimate the prevalence of SDD among children aged 3–4 years. Regression-based slope index of inequality (SII) and relative index of inequality were used to measure the magnitude of inequality, in terms of household socioeconomic status (SES) and mother’s education, in the prevalence of SDD. In addition, a multilevel logistic regression model was used to identify potential risk factors for SDD. The national prevalence of SDD was found to be 34.8%, with relatively higher prevalence among children from rural areas (40.0%) and those from Karnali Province (45.0%) followed by Madhesh province (44.2%), and Sudhurpashchim Province (40.1%). The prevalence of SDD was 32 percentage points higher (SII: −0.32) among children from the poorest households compared to their rich counterparts at the national level. At the subnational level, such inequality was found to be highest in Lumbini Province (SII = −0.47) followed by Karnali Province (SII = −0.37), and Bagmati Province (SII = −0.37). The prevalence of SDD was 36 percentage points higher (SII: −0.36) among children whose mother had no formal education compared to children of higher educated mothers. The magnitude of education-based absolute inequality in SDD was highest in Lumbini Province (SII = −0.44). Multilevel logistic regression model identified lower levels of mother’s education, disadvantaged SES and childhood stunting as significant risk factors for SDD. One in each three children in Nepal may experience SDD, with relatively higher prevalence among children from rural areas. Subnational level variation in prevalence, and socioeconomic and education-based inequality in SDD highlight the urgent need for province-specific tailored interventions to promote early childhood development in Nepal. Nature Publishing Group UK 2023-03-23 /pmc/articles/PMC10036624/ /pubmed/36959346 http://dx.doi.org/10.1038/s41598-023-31629-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Acharya, Kiran Rahman, Md. Shafiur Islam, Md. Rashedul Gilmour, Stuart Dhungel, Bibha Parajuli, Rajendra P. Nishimura, Tomoko Senju, Atsushi Tsuchiya, Kenji J. Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title | Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title_full | Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title_fullStr | Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title_full_unstemmed | Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title_short | Socioeconomic and education-based inequality in suspected developmental delays among Nepalese children: a subnational level assessment |
title_sort | socioeconomic and education-based inequality in suspected developmental delays among nepalese children: a subnational level assessment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10036624/ https://www.ncbi.nlm.nih.gov/pubmed/36959346 http://dx.doi.org/10.1038/s41598-023-31629-1 |
work_keys_str_mv | AT acharyakiran socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT rahmanmdshafiur socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT islammdrashedul socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT gilmourstuart socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT dhungelbibha socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT parajulirajendrap socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT nishimuratomoko socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT senjuatsushi socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment AT tsuchiyakenjij socioeconomicandeducationbasedinequalityinsuspecteddevelopmentaldelaysamongnepalesechildrenasubnationallevelassessment |