Cited by 171Global Educational Reforms and InequalitiesSchool Choice and PerformanceEarly Childhood Education and Development

The Impressive Effects of Tutoring on PreK-12 Learning: A Systematic Review and Meta-Analysis of the Experimental Evidence

Open access
Nickow, Andre, Oreopoulos, Philip, Quan, Vincent·2020·National Bureau of Economic Research

Abstract

Tutoring-defined here as one-on-one or small-group instructional programming by teachers, paraprofessionals, volunteers, or parents-is one of the most versatile and potentially transformative educational tools in use today.Within the past decade, dozens of preK-12 tutoring experiments have been conducted, varying widely in their approach, context, and cost.Our study represents the first systematic review and meta-analysis of these and earlier studies.We develop a framework for considering different types of programs to not only examine overall effects, but also explore how these effects vary by program characteristics and intervention context.We find that tutoring programs yield consistent and substantial positive impacts on learning outcomes, with an overall pooled effect size estimate of 0.37 SD.Effects are stronger, on average, for teacher and paraprofessional tutoring programs than for nonprofessional and parent tutoring.Effects also tend to be strongest among the earlier grades.While overall effects for reading and math interventions are similar, reading tutoring tends to yield higher effect sizes in earlier grades, while math tutoring tends to yield higher effect sizes in later grades.Tutoring programs conducted during school tend to have larger impacts than those conducted after school.

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References 90 · Cited by 171

Authors
Nickow, A., Oreopoulos, P., & Quan, V.
Affiliations
Northwestern University (US)
Venue
National Bureau of Economic Research
Published
2020-07
OpenAlex
W3041179138
Cited by
171
References
90
Citations by year
2026: 25 · 2025: 27 · 2024: 36 · 2023: 41 · 2022: 27 · 2021: 12 · 2020: 3
Type
report
Language
en
Open access
Locations
  • National Bureau of Economic Research (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Topics
  • Social Sciences › Demography › Global Educational Reforms and Inequalities
  • Social Sciences › Education › School Choice and Performance
  • Social Sciences › Education › Early Childhood Education and Development
Keywords
tutoring, one-on-one tutoring, small-group tutoring, academic performance, reading tutoring, mathematics tutoring, teacher tutoring, parent tutoring, after-school tutoring, grade level effects, program characteristics, intervention context, K-12 education

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