Current approaches in quantitative research in early childhood education

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Research in early childhood education has witnessed an increasing demand for high-quality, large-scale quantitative studies. This chapter discusses the contributions of quantitative research to early childhood education, summarises its defining features and addresses the strengths and limitations of different techniques and approaches. It provides an overview of new directions and state-of-the-art approaches in quantitative research, outlined under four key topic areas: identifying and understanding naturalistic groups (i.e., chi-square analysis, analysis of variance, cluster analysis), identifying mechanisms (i.e., correlation, regression analysis, structural equation modelling), identifying causation (i.e. randomised controlled trial, regression discontinuity) and identifying trajectories and patterns of change in individual learning, development and wellbeing (i.e. latent growth curve modelling, growth mixture modelling). Each section explains the selected research methods and illustrates these with recent examples drawn from early childhood quantitative research conducted in Australia, Canada, Germany, the United States and Chile.
Original languageEnglish
Title of host publicationInternational handbook of early childhood education
EditorsMarilyn Fleer, Bert van Oers
Place of PublicationDordrecht, Netherlands
PublisherSpringer
Chapter12
Pages295-316
Number of pages22
Volume1
ISBN (Electronic)9789402409277
ISBN (Print)9789402409253
DOIs
Publication statusPublished - 2018
Externally publishedYes

Publication series

NameSpringer international handbooks of education
ISSN (Print)2197-1951
ISSN (Electronic)2197-196X

Keywords

  • postpositivist approaches in early childhood research
  • statistical analysis in early childhood research
  • testing causation in intervention studies
  • trajectories of learning and development
  • quantitative research in early childhood

Fingerprint Dive into the research topics of 'Current approaches in quantitative research in early childhood education'. Together they form a unique fingerprint.

  • Cite this

    Harrison, L. J., & Wang, C. (2018). Current approaches in quantitative research in early childhood education. In M. Fleer, & B. van Oers (Eds.), International handbook of early childhood education (Vol. 1, pp. 295-316). (Springer international handbooks of education). Dordrecht, Netherlands: Springer. https://doi.org/10.1007/978-94-024-0927-7_12