Literature DB >> 20822221

A tale of two methods: comparing regression and instrumental variables estimates of the effects of preschool child care type on the subsequent externalizing behavior of children in low-income families.

Danielle A Crosby1, Chantelle J Dowsett, Lisa A Gennetian, Aletha C Huston.   

Abstract

We apply instrumental variables (IV) techniques to a pooled data set of employment-focused experiments to examine the relation between type of preschool childcare and subsequent externalizing problem behavior for a large sample of low-income children. To assess the potential usefulness of this approach for addressing biases that can confound causal inferences in child care research, we compare instrumental variables results with those obtained using ordinary least squares (OLS) regression. We find that our OLS estimates concur with prior studies showing small positive associations between center-based care and later externalizing behavior. By contrast, our IV estimates indicate that preschool-aged children with center care experience are rated by mothers and teachers as having fewer externalizing problems on entering elementary school than their peers who were not in child care as preschoolers. Findings are discussed in relation to the literature on associations between different types of community-based child care and children's social behavior, particularly within low-income populations. Moreover, we use this study to highlight the relative strengths and weaknesses of each analytic method for addressing causal questions in developmental research.

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Year:  2010        PMID: 20822221      PMCID: PMC3263530          DOI: 10.1037/a0020384

Source DB:  PubMed          Journal:  Dev Psychol        ISSN: 0012-1649


  24 in total

1.  From statistical associations to causation: what developmentalists can learn from instrumental variables techniques coupled with experimental data.

Authors:  Lisa A Gennetian; Katherine Magnuson; Pamela A Morris
Journal:  Dev Psychol       Date:  2008-03

2.  Early childhood care and education: effects on ethnic and racial gaps in school readiness.

Authors:  Katherine A Magnuson; Jane Waldfogel
Journal:  Future Child       Date:  2005

Review 3.  Welfare reform and child care options for low-income families.

Authors:  Bruce Fuller; Sharon L Kagan; Gretchen L Caspary; Christiane A Gauthier
Journal:  Future Child       Date:  2002 Winter-Spring

4.  The relations of regulation and emotionality to children's externalizing and internalizing problem behavior.

Authors:  N Eisenberg; A Cumberland; T L Spinrad; R A Fabes; S A Shepard; M Reiser; B C Murphy; S H Losoya; I K Guthrie
Journal:  Child Dev       Date:  2001 Jul-Aug

5.  Are there long-term effects of early child care?

Authors:  Jay Belsky; Deborah Lowe Vandell; Margaret Burchinal; K Alison Clarke-Stewart; Kathleen McCartney; Margaret Tresch Owen
Journal:  Child Dev       Date:  2007 Mar-Apr

6.  Testing a series of causal propositions relating time in child care to children's externalizing behavior.

Authors:  Kathleen McCartney; Margaret Burchinal; Alison Clarke-Stewart; Kristen L Bub; Margaret T Owen; Jay Belsky
Journal:  Dev Psychol       Date:  2010-01

7.  Child care quality matters: how conclusions may vary with context.

Authors:  John M Love; Linda Harrison; Abraham Sagi-Schwartz; Marinus H van IJzendoorn; Christine Ross; Judy A Ungerer; Helen Raikes; Christy Brady-Smith; Kimberly Boller; Jeanne Brooks-Gunn; Jill Constantine; Ellen Eliason Kisker; Diane Paulsell; Rachel Chazan-Cohen
Journal:  Child Dev       Date:  2003 Jul-Aug

8.  Transition to child care: associations with infant-mother attachment, infant negative emotion, and cortisol elevations.

Authors:  Lieselotte Ahnert; Megan R Gunnar; Michael E Lamb; Martina Barthel
Journal:  Child Dev       Date:  2004 May-Jun

9.  Child care in poor communities: early learning effects of type, quality, and stability.

Authors:  Susanna Loeb; Bruce Fuller; Sharon Lynn Kagan; Bidemi Carrol
Journal:  Child Dev       Date:  2004 Jan-Feb

10.  Young children's social information processing: family antecedents and behavioral correlates.

Authors:  Kevin C Runions; Daniel P Keating
Journal:  Dev Psychol       Date:  2007-07
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  11 in total

1.  Child Care and Cortisol Across Infancy and Toddlerhood: Poverty, Peers, and Developmental Timing.

Authors:  Daniel Berry; Clancy Blair; Douglas A Granger
Journal:  Fam Relat       Date:  2016-03-22

2.  Children in poverty: Can public policy alleviate the consequences?

Authors:  Aletha C Huston
Journal:  Fam Matters       Date:  2011

3.  Family income dynamics, early childhood education and care, and early child behavior problems in Norway.

Authors:  Henrik D Zachrisson; Eric Dearing
Journal:  Child Dev       Date:  2014-10-23

Review 4.  Welfare-to-work interventions and their effects on the mental and physical health of lone parents and their children.

Authors:  Marcia Gibson; Hilary Thomson; Kasia Banas; Vittoria Lutje; Martin J McKee; Susan P Martin; Candida Fenton; Clare Bambra; Lyndal Bond
Journal:  Cochrane Database Syst Rev       Date:  2017-08-20

5.  Selection effects and prevention program outcomes.

Authors:  Laura G Hill; Robert Rosenman; Vidhura Tennekoon; Bidisha Mandal
Journal:  Prev Sci       Date:  2013-12

6.  What Is the Long-Run Impact of Learning Mathematics During Preschool?

Authors:  Tyler W Watts; Greg J Duncan; Douglas H Clements; Julie Sarama
Journal:  Child Dev       Date:  2017-01-20

7.  Kindergarten readiness for low-income and ethnically diverse children attending publicly funded preschool programs in Miami.

Authors:  Arya Ansari; Adam Winsler
Journal:  Early Child Res Q       Date:  2016-07-09

8.  Household Chaos and Children's Cognitive and Socio-Emotional Development in Early Childhood: Does Childcare Play a Buffering Role?

Authors:  Daniel Berry; Clancy Blair; Michael Willoughby; Patricia Garrett-Peters; Lynne Vernon-Feagans; W Roger Mills-Koonce
Journal:  Early Child Res Q       Date:  2015-10-31

9.  Little evidence that time in child care causes externalizing problems during early childhood in Norway.

Authors:  Henrik D Zachrisson; Eric Dearing; Ratib Lekhal; Claudio O Toppelberg
Journal:  Child Dev       Date:  2013-01-11

Review 10.  Welfare-to-work interventions and their effects on the mental and physical health of lone parents and their children.

Authors:  Marcia Gibson; Hilary Thomson; Kasia Banas; Vittoria Lutje; Martin J McKee; Susan P Martin; Candida Fenton; Clare Bambra; Lyndal Bond
Journal:  Cochrane Database Syst Rev       Date:  2018-02-26
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