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Small Group Instruction to Improve Student Performance in Mathematics in Early Grades: Results from a Randomized Field Experiment

Author

Listed:
  • Hans Bonesrønning
  • Henning Finseraas
  • Ines Hardoy
  • Jon Marius Vaag Iversen
  • Ole Henning Nyhus
  • Vibeke Opheim
  • Kari Vea Salvanes
  • Astrid Marie Jorde Sandsør
  • Pål Schøne

Abstract

We report results from a large-scale, pre-registered randomized field experiment in 159 Norwegian schools over four years. The intervention includes students aged 7-9 and consists of pulling students from their regular mathematics classes into small, homogenous groups for mathematics instruction for 3 to 4 hours per week, for two periods of 4-6 weeks per school year. All students, not only struggling students, are pulled out. We find that students in treatment schools increased their performance in mathematics by .16 standard deviations at the end of the school year and by .06 standard deviations in national tests 1-2 years later, with no differential effect by pre-ability level or gender. Our study is particularly relevant for policy-makers seeking to use additional teaching resources to target a heterogeneous student population efficiently.

Suggested Citation

  • Hans Bonesrønning & Henning Finseraas & Ines Hardoy & Jon Marius Vaag Iversen & Ole Henning Nyhus & Vibeke Opheim & Kari Vea Salvanes & Astrid Marie Jorde Sandsør & Pål Schøne, 2021. "Small Group Instruction to Improve Student Performance in Mathematics in Early Grades: Results from a Randomized Field Experiment," CESifo Working Paper Series 9443, CESifo.
  • Handle: RePEc:ces:ceswps:_9443
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    1. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Zimmer, Ron, 2003. "A new twist in the educational tracking debate," Economics of Education Review, Elsevier, vol. 22(3), pages 307-315, June.
    3. Simon Calmar Andersen & Louise Beuchert & Helena Skyt Nielsen & Mette Kjærgaard Thomsen, 2020. "The Effect of Teacher's Aides in the Classroom: Evidence from a Randomized Trial," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 469-505.
    4. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    5. Figlio, David N. & Page, Marianne E., 2002. "School Choice and the Distributional Effects of Ability Tracking: Does Separation Increase Inequality?," Journal of Urban Economics, Elsevier, vol. 51(3), pages 497-514, May.
    6. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    7. Torberg Falch & Astrid Marie Jorde Sandsør & Bjarne Strøm, 2017. "Do Smaller Classes Always Improve Students’ Long-run Outcomes?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(5), pages 654-688, October.
    8. Caroline M. Hoxby, 2000. "The Effects of Class Size on Student Achievement: New Evidence from Population Variation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1239-1285.
    9. Hainmueller, Jens & Mummolo, Jonathan & Xu, Yiqing, 2019. "How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice," Political Analysis, Cambridge University Press, vol. 27(2), pages 163-192, April.
    10. Jonathan Guryan & Jens Ludwig & Monica P. Bhatt & Philip J. Cook & Jonathan M. V. Davis & Kenneth Dodge & George Farkas & Roland G. Fryer Jr. & Susan Mayer & Harold Pollack & Laurence Steinberg & Greg, 2023. "Not Too Late: Improving Academic Outcomes among Adolescents," American Economic Review, American Economic Association, vol. 113(3), pages 738-765, March.
    11. Edwin Leuven & Hessel Oosterbeek & Marte Rønning, 2008. "Quasi‐experimental Estimates of the Effect of Class Size on Achievement in Norway," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 663-693, December.
    12. Peter Fredriksson & Björn Öckert, 2008. "Resources and Student Achievement—Evidence from a Swedish Policy Reform," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(2), pages 277-296, June.
    13. Will Dobbie & Roland G. Fryer Jr., 2013. "Getting beneath the Veil of Effective Schools: Evidence from New York City," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 28-60, October.
    14. Omar Al-Ubaydli & John A. List & Dana L. Suskind, 2017. "What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results," American Economic Review, American Economic Association, vol. 107(5), pages 282-286, May.
    15. Betts, Julian R., 2011. "The Economics of Tracking in Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 7, pages 341-381, Elsevier.
    16. Martin Browning & Eskil Heinesen, 2007. "Class Size, Teacher Hours and Educational Attainment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(2), pages 415-438, June.
    17. Edwin Leuven & Sturla A. Løkken, 2020. "Long-Term Impacts of Class Size in Compulsory School," Journal of Human Resources, University of Wisconsin Press, vol. 55(1), pages 309-348.
    18. Joshua D. Angrist & Victor Lavy & Jetson Leder-Luis & Adi Shany, 2019. "Maimonides' Rule Redux," American Economic Review: Insights, American Economic Association, vol. 1(3), pages 309-324, December.
    19. Andre Nickow & Philip Oreopoulos & Vincent Quan, 2020. "The Impressive Effects of Tutoring on PreK-12 Learning: A Systematic Review and Meta-Analysis of the Experimental Evidence," NBER Working Papers 27476, National Bureau of Economic Research, Inc.
    20. Simon Heß, 2017. "Randomization inference with Stata: A guide and software," Stata Journal, StataCorp LP, vol. 17(3), pages 630-651, September.
    21. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1071-1102.
    22. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    23. Roland G. Fryer Jr. & Meghan Howard-Noveck, 2020. "High-Dosage Tutoring and Reading Achievement: Evidence from New York City," Journal of Labor Economics, University of Chicago Press, vol. 38(2), pages 421-452.
    24. Lars J. Kirkebøen & Trude Gunnes & Lena Lindenskov & Marte Rønning, 2021. "Didactic methods and small-group instruction for low-performing adolescents in mathematics. Results from a randomized controlled trial," Discussion Papers 957, Statistics Norway, Research Department.
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    Cited by:

    1. Simon Calmar Andersen & Louise Beuchert & Phillip Heiler & Helena Skyt Nielsen, 2023. "A Guide to Impact Evaluation under Sample Selection and Missing Data: Teacher's Aides and Adolescent Mental Health," Papers 2308.04963, arXiv.org.
    2. Nicolai T. Borgen & Lars J. Kirkebøen & Andreas Kotsadam & Oddbjørn Raaum, 2022. "Do funds for more teachers improve student outcomes?," Discussion Papers 982, Statistics Norway, Research Department.

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    More about this item

    Keywords

    education economics; small group instruction; tutoring; tracking; class size; field experiment; intervention; randomized controlled trial; teacher-student ratio; mathematics instruction;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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