Responsive early childhood parenting, preschool enrollment, and eventual student learning outcomes: a cross-country analysis using hierarchical linear modeling with TIMSS 2019 data

This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students’ learning outcomes. We utilize the TIMSS 2019 dataset and employ a hierarchical linear modeling (HLM) approach to analyze data from 52 countries, en...

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Vydáno v:International journal of child care and education policy (Seoul) Ročník 19; číslo 1; s. 3 - 22
Hlavní autoři: Bhutoria, Aditi, Aljabri, Nayyaf, Bose, Saheli
Médium: Journal Article
Jazyk:angličtina
Vydáno: Singapore Springer Nature Singapore 01.12.2025
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ISSN:2288-6729, 1976-5681, 2288-6729
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Abstract This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students’ learning outcomes. We utilize the TIMSS 2019 dataset and employ a hierarchical linear modeling (HLM) approach to analyze data from 52 countries, ensuring a robust examination of cross-national variations. Although extant literature proposes that parental engagement and preschooling are likely to function as substitutes, our analysis reveals that they can also serve as complements. For instance, a one-unit increase in the TIMSS ECEC parental engagement index is associated with an estimated increase of 0.58 and 0.85 units in math test scores for students with up to one and two years of preschooling, respectively. In the case of science, for students with three or more years of preschooling, our findings suggest a substitutive relationship between parental engagement and preschool participation. In addition, we find that home literacy and numeracy activities undertaken by parents influence both math and science scores, albeit differently. Furthermore, we observe that a higher degree of parental engagement, combined with preschooling, yields the largest test score gains in countries with a greater proportion of children already enrolled in preschool, thereby making a case for expanding preschool access.
AbstractList Abstract This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students’ learning outcomes. We utilize the TIMSS 2019 dataset and employ a hierarchical linear modeling (HLM) approach to analyze data from 52 countries, ensuring a robust examination of cross-national variations. Although extant literature proposes that parental engagement and preschooling are likely to function as substitutes, our analysis reveals that they can also serve as complements. For instance, a one-unit increase in the TIMSS ECEC parental engagement index is associated with an estimated increase of 0.58 and 0.85 units in math test scores for students with up to one and two years of preschooling, respectively. In the case of science, for students with three or more years of preschooling, our findings suggest a substitutive relationship between parental engagement and preschool participation. In addition, we find that home literacy and numeracy activities undertaken by parents influence both math and science scores, albeit differently. Furthermore, we observe that a higher degree of parental engagement, combined with preschooling, yields the largest test score gains in countries with a greater proportion of children already enrolled in preschool, thereby making a case for expanding preschool access.
This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students' learning outcomes. We utilize the TIMSS 2019 dataset and employ a hierarchical linear modeling (HLM) approach to analyze data from 52 countries, ensuring a robust examination of cross-national variations. Although extant literature proposes that parental engagement and preschooling are likely to function as substitutes, our analysis reveals that they can also serve as complements. For instance, a one-unit increase in the TIMSS ECEC parental engagement index is associated with an estimated increase of 0.58 and 0.85 units in math test scores for students with up to one and two years of preschooling, respectively. In the case of science, for students with three or more years of preschooling, our findings suggest a substitutive relationship between parental engagement and preschool participation. In addition, we find that home literacy and numeracy activities undertaken by parents influence both math and science scores, albeit differently. Furthermore, we observe that a higher degree of parental engagement, combined with preschooling, yields the largest test score gains in countries with a greater proportion of children already enrolled in preschool, thereby making a case for expanding preschool access.
This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students’ learning outcomes. We utilize the TIMSS 2019 dataset and employ a hierarchical linear modeling (HLM) approach to analyze data from 52 countries, ensuring a robust examination of cross-national variations. Although extant literature proposes that parental engagement and preschooling are likely to function as substitutes, our analysis reveals that they can also serve as complements. For instance, a one-unit increase in the TIMSS ECEC parental engagement index is associated with an estimated increase of 0.58 and 0.85 units in math test scores for students with up to one and two years of preschooling, respectively. In the case of science, for students with three or more years of preschooling, our findings suggest a substitutive relationship between parental engagement and preschool participation. In addition, we find that home literacy and numeracy activities undertaken by parents influence both math and science scores, albeit differently. Furthermore, we observe that a higher degree of parental engagement, combined with preschooling, yields the largest test score gains in countries with a greater proportion of children already enrolled in preschool, thereby making a case for expanding preschool access.
ArticleNumber 3
Audience Academic
Author Aljabri, Nayyaf
Bhutoria, Aditi
Bose, Saheli
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  surname: Bose
  fullname: Bose, Saheli
  organization: Centre for Quantitative Economics and Data Science, Birla Institute of Technology
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Snippet This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students’...
This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances students'...
Abstract This paper examines whether parental engagement in early childhood and preschooling act as substitutes, or whether their joint effect enhances...
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SubjectTerms A20
A21
Analysis
Childhood
Early Childhood Education
Early childhood education and care (ECEC)
Education
Educational objectives
Educational Policy and Politics
Enrollments
Hierarchical Linear Model (HLM)
Hierarchical Linear Modeling
Hierarchies
Home and school
I21
Learner Engagement
Learning
Learning outcomes
Linear analysis
Literacy
Mathematics
Mathematics Tests
Methods
Numeracy
Outcomes of Education
Parent Influence
Parent Participation
Parent-child relations
Parents & parenting
Preschool children
Preschool Tests
Sciences education
Scores
Students
Study and teaching
Test scores
Trends in International Mathematics and Science Study (TIMSS)
Young Children
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Title Responsive early childhood parenting, preschool enrollment, and eventual student learning outcomes: a cross-country analysis using hierarchical linear modeling with TIMSS 2019 data
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