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Early childhood learning patterns for a home visiting program in rural China
This paper uses novel experimental data from a prototypical early childhood home visiting program in China with high‐frequency measurements to investigate the growth of multiple skills. After identifying the presence of child skill development on multiple skills during the intervention, we further s...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659677/ https://www.ncbi.nlm.nih.gov/pubmed/35567396 http://dx.doi.org/10.1002/jcop.22872 |
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author | Zhou, Jin Heckman, James Wang, Fuyao Liu, Bei |
author_facet | Zhou, Jin Heckman, James Wang, Fuyao Liu, Bei |
author_sort | Zhou, Jin |
collection | PubMed |
description | This paper uses novel experimental data from a prototypical early childhood home visiting program in China with high‐frequency measurements to investigate the growth of multiple skills. After identifying the presence of child skill development on multiple skills during the intervention, we further study the features of child learning patterns. We find that individual heterogeneity and previous task performance (state dependence) are key properties of the child's task performance during the intervention, consistent with models of reinforcement learning. |
format | Online Article Text |
id | pubmed-9659677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96596772023-04-28 Early childhood learning patterns for a home visiting program in rural China Zhou, Jin Heckman, James Wang, Fuyao Liu, Bei J Community Psychol Policy/Program Intervention regarding Child Development This paper uses novel experimental data from a prototypical early childhood home visiting program in China with high‐frequency measurements to investigate the growth of multiple skills. After identifying the presence of child skill development on multiple skills during the intervention, we further study the features of child learning patterns. We find that individual heterogeneity and previous task performance (state dependence) are key properties of the child's task performance during the intervention, consistent with models of reinforcement learning. John Wiley and Sons Inc. 2022-05-14 2023-03 /pmc/articles/PMC9659677/ /pubmed/35567396 http://dx.doi.org/10.1002/jcop.22872 Text en © 2022 The Authors. Journal of Community Psychology published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Policy/Program Intervention regarding Child Development Zhou, Jin Heckman, James Wang, Fuyao Liu, Bei Early childhood learning patterns for a home visiting program in rural China |
title | Early childhood learning patterns for a home visiting program in rural China |
title_full | Early childhood learning patterns for a home visiting program in rural China |
title_fullStr | Early childhood learning patterns for a home visiting program in rural China |
title_full_unstemmed | Early childhood learning patterns for a home visiting program in rural China |
title_short | Early childhood learning patterns for a home visiting program in rural China |
title_sort | early childhood learning patterns for a home visiting program in rural china |
topic | Policy/Program Intervention regarding Child Development |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659677/ https://www.ncbi.nlm.nih.gov/pubmed/35567396 http://dx.doi.org/10.1002/jcop.22872 |
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