Cargando…
The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study
BACKGROUND: There is an urgent need to fill the gap of scalable cognitive assessment tools for preschool children to enable identification of children at-risk of sub-optimal development and to support their timely referral into interventions. We present the associations between growth in early child...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8225699/ https://www.ncbi.nlm.nih.gov/pubmed/34195580 http://dx.doi.org/10.1016/j.eclinm.2021.100964 |
_version_ | 1783712137505406976 |
---|---|
author | Bhavnani, Supriya Mukherjee, Debarati Bhopal, Sunil Sharma, Kamal Kant Dasgupta, Jayashree Divan, Gauri Soremekun, Seyi Roy, Reetabrata Kirkwood, Betty Patel, Vikram |
author_facet | Bhavnani, Supriya Mukherjee, Debarati Bhopal, Sunil Sharma, Kamal Kant Dasgupta, Jayashree Divan, Gauri Soremekun, Seyi Roy, Reetabrata Kirkwood, Betty Patel, Vikram |
author_sort | Bhavnani, Supriya |
collection | PubMed |
description | BACKGROUND: There is an urgent need to fill the gap of scalable cognitive assessment tools for preschool children to enable identification of children at-risk of sub-optimal development and to support their timely referral into interventions. We present the associations between growth in early childhood, a well-established marker of cognitive development, and scores on a novel digital cognitive assessment tool called DEvelopmental Assessment on an E-Platform (DEEP) on a sample of 3-year old pre-schoolers from a rural region in north India. METHODS: Between February 2018 and March 2019, 1359 children from the Sustainable Programme Incorporating Nutrition and Games (SPRING) programme were followed up at 3-years age and data on DEEP, anthropometry and a clinical developmental assessment, the Bayley's Scale of Infant and Toddler Development, 3rd edition (BSID-III) was collected. DEEP data from 200 children was used to train a machine learning algorithm to predict their score on the cognitive domain of BSID-III. The DEEP score of the remaining 1159 children was then predicted using this algorithm to examine the cross-sectional and prospective association of growth with the DEEP score. FINDINGS: The magnitude of the concurrent positive association between height-for-age and cognitive z-scores in 3-year olds was similar when cognition was measured by BSID-III (0.20 standard deviations increase for every unit change in specifically age-adjusted height (HAZ), 95% CI = 0.06–0.35) and DEEP (0.26 CI, 0.11–0.41). A similar positive prospective relationship was found between growth at 18 (0.21 CI, 0.17–0.26) and 12-months (0.18 CI, 0.13–0.23) and DEEP score measured at 3-years. Additionally, the relationship between growth and cognitive development was found to be dependant on socioeconomic status (SES). INTERPRETATION: In this study, we suggest the utility of DEEP, a scalable, digital cognitive assessment tool, to measure cognition in preschool children. Further validation in different and larger datasets is necessary to confirm our findings. FUNDING: The SPRING Programme was funded through a Wellcome Trust programme grant and the follow-up study by the Corporate Social Responsibility initiative grant from Madura Microfinance Ltd. |
format | Online Article Text |
id | pubmed-8225699 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82256992021-06-29 The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study Bhavnani, Supriya Mukherjee, Debarati Bhopal, Sunil Sharma, Kamal Kant Dasgupta, Jayashree Divan, Gauri Soremekun, Seyi Roy, Reetabrata Kirkwood, Betty Patel, Vikram EClinicalMedicine Research Paper BACKGROUND: There is an urgent need to fill the gap of scalable cognitive assessment tools for preschool children to enable identification of children at-risk of sub-optimal development and to support their timely referral into interventions. We present the associations between growth in early childhood, a well-established marker of cognitive development, and scores on a novel digital cognitive assessment tool called DEvelopmental Assessment on an E-Platform (DEEP) on a sample of 3-year old pre-schoolers from a rural region in north India. METHODS: Between February 2018 and March 2019, 1359 children from the Sustainable Programme Incorporating Nutrition and Games (SPRING) programme were followed up at 3-years age and data on DEEP, anthropometry and a clinical developmental assessment, the Bayley's Scale of Infant and Toddler Development, 3rd edition (BSID-III) was collected. DEEP data from 200 children was used to train a machine learning algorithm to predict their score on the cognitive domain of BSID-III. The DEEP score of the remaining 1159 children was then predicted using this algorithm to examine the cross-sectional and prospective association of growth with the DEEP score. FINDINGS: The magnitude of the concurrent positive association between height-for-age and cognitive z-scores in 3-year olds was similar when cognition was measured by BSID-III (0.20 standard deviations increase for every unit change in specifically age-adjusted height (HAZ), 95% CI = 0.06–0.35) and DEEP (0.26 CI, 0.11–0.41). A similar positive prospective relationship was found between growth at 18 (0.21 CI, 0.17–0.26) and 12-months (0.18 CI, 0.13–0.23) and DEEP score measured at 3-years. Additionally, the relationship between growth and cognitive development was found to be dependant on socioeconomic status (SES). INTERPRETATION: In this study, we suggest the utility of DEEP, a scalable, digital cognitive assessment tool, to measure cognition in preschool children. Further validation in different and larger datasets is necessary to confirm our findings. FUNDING: The SPRING Programme was funded through a Wellcome Trust programme grant and the follow-up study by the Corporate Social Responsibility initiative grant from Madura Microfinance Ltd. Elsevier 2021-06-18 /pmc/articles/PMC8225699/ /pubmed/34195580 http://dx.doi.org/10.1016/j.eclinm.2021.100964 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Bhavnani, Supriya Mukherjee, Debarati Bhopal, Sunil Sharma, Kamal Kant Dasgupta, Jayashree Divan, Gauri Soremekun, Seyi Roy, Reetabrata Kirkwood, Betty Patel, Vikram The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title | The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title_full | The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title_fullStr | The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title_full_unstemmed | The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title_short | The association of a novel digital tool for assessment of early childhood cognitive development, ‘DEvelopmental assessment on an E-Platform (DEEP)’, with growth in rural India: A proof of concept study |
title_sort | association of a novel digital tool for assessment of early childhood cognitive development, ‘developmental assessment on an e-platform (deep)’, with growth in rural india: a proof of concept study |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8225699/ https://www.ncbi.nlm.nih.gov/pubmed/34195580 http://dx.doi.org/10.1016/j.eclinm.2021.100964 |
work_keys_str_mv | AT bhavnanisupriya theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT mukherjeedebarati theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT bhopalsunil theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT sharmakamalkant theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT dasguptajayashree theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT divangauri theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT soremekunseyi theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT royreetabrata theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT kirkwoodbetty theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT patelvikram theassociationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT bhavnanisupriya associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT mukherjeedebarati associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT bhopalsunil associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT sharmakamalkant associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT dasguptajayashree associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT divangauri associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT soremekunseyi associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT royreetabrata associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT kirkwoodbetty associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy AT patelvikram associationofanoveldigitaltoolforassessmentofearlychildhoodcognitivedevelopmentdevelopmentalassessmentonaneplatformdeepwithgrowthinruralindiaaproofofconceptstudy |