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New Study Uses Machine Learning to Uncover Key Factors in Kindergarten Readiness

by Dévonja Daley | Jul 29, 2025 | display_homepage, Research Brief

Five Domains of Predictors Related to Kindergarten Readiness: Mother’s Highest Education, Mother’s Birth Country, Health, Social Services, and Attendance Educational researchers have long acknowledged that children begin formal schooling with varying...

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For the Sunshine Portal project: The Sunshine State Early Childhood Information Portal Project is supported by the Preschool Development Grant Birth through Five Initiative (PDG B-5) Grant Number 90TP0068-03-02 from the Office of Child Care, Administration for Children and Families, U.S. Department of Health and Human Services. Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the Office of Child Care, the Administration for Children and Families, or the U.S. Department of Health and Human Services.
For Florida’s Early Learning Informal Career Pathway project: The Informal Pathway project under Contract No. 24-L05 is supported by the Division of Early Learning. Authority and Funding is Section 46 of Chapter 2023-239, Laws of Florida, from the American Rescue Plan (ARP) Act Discretionary Child Care and Development Block Grant Trust Fund. Its contents are solely the responsibility of the authors.