Translator Disclaimer
September 2016 Compared to what? Variation in the impacts of early childhood education by alternative care type
Avi Feller, Todd Grindal, Luke Miratrix, Lindsay C. Page
Ann. Appl. Stat. 10(3): 1245-1285 (September 2016). DOI: 10.1214/16-AOAS910

Abstract

Early childhood education research often compares a group of children who receive the intervention of interest to a group of children who receive care in a range of different care settings. In this paper, we estimate differential impacts of an early childhood intervention by alternative care type, using data from the Head Start Impact Study, a large-scale randomized evaluation. To do so, we utilize a Bayesian principal stratification framework to estimate separate impacts for two types of Compliers: those children who would otherwise be in other center-based care when assigned to control and those who would otherwise be in home-based care. We find strong, positive short-term effects of Head Start on receptive vocabulary for those Compliers who would otherwise be in home-based care. By contrast, we find no meaningful impact of Head Start on vocabulary for those Compliers who would otherwise be in other center-based care. Our findings suggest that alternative care type is a potentially important source of variation in early childhood education interventions.

Citation

Download Citation

Avi Feller. Todd Grindal. Luke Miratrix. Lindsay C. Page. "Compared to what? Variation in the impacts of early childhood education by alternative care type." Ann. Appl. Stat. 10 (3) 1245 - 1285, September 2016. https://doi.org/10.1214/16-AOAS910

Information

Received: 1 May 2015; Revised: 1 January 2016; Published: September 2016
First available in Project Euclid: 28 September 2016

zbMATH: 06775266
MathSciNet: MR3553224
Digital Object Identifier: 10.1214/16-AOAS910

Rights: Copyright © 2016 Institute of Mathematical Statistics

JOURNAL ARTICLE
41 PAGES


SHARE
Vol.10 • No. 3 • September 2016
Back to Top