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Effective Families or Effective Schools? Experimental Evidence on Fostering Children's Numeracy

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  • Berlinski, Samuel

    (Inter-American Development Bank)

  • Giannola, Michele

    (University of Naples Federico II, CSEF and the Institute for Fiscal Studies)

  • Toppeta, Alessandro

    (SOFI, Stockholm University)

Abstract

We study the relative effectiveness, cost-effectiveness, and interaction of family- and school -based learning interventions using a randomized controlled trial in Colombia that assigns children to a parental engagement program, a teacher professional development program, both, or a control group. Both interventions are grounded in a child-centered learning approach that emphasizes active engagement and the progression from informal to formal mathematical understanding. Each intervention independently generates sizable and statistically similar gains in early numeracy (0.17σ and 0.20σ). Combining them produces no additional learning gains, suggesting that the two interventions act as substitutes over the time horizon and skill domain we study. When benefits accruing to future cohorts are taken into account, the teacher development program becomes at least as cost-effective as, and potentially more cost-effective than, the parental engagement intervention. Our results suggest that, in this setting, strategically concentrating resources on a single binding constraint - either at home or in school - maximizes the short-run learning gains per dollar spent.

Suggested Citation

  • Berlinski, Samuel & Giannola, Michele & Toppeta, Alessandro, 2026. "Effective Families or Effective Schools? Experimental Evidence on Fostering Children's Numeracy," IZA Discussion Papers 18485, IZA Network @ LISER.
  • Handle: RePEc:iza:izadps:dp18485
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    1. Berlinski, Samuel & Busso, Matias & Giannola, Michele, 2023. "Helping struggling students and benefiting all: Peer effects in primary education," Journal of Public Economics, Elsevier, vol. 224(C).
    2. Susan E. Mayer & Ariel Kalil & Philip Oreopoulos & Sebastian Gallegos, 2019. "Using Behavioral Insights to Increase Parental Engagement: The Parents and Children Together Intervention," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 900-925.
    3. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post--secondary Schooling," Economic Journal, Royal Economic Society, vol. 112(482), pages 705-734, October.
    4. Achyuta Adhvaryu & Teresa Molina & Anant Nyshadham & Jorge Tamayo, 2024. "Helping Children Catch Up: Early Life Shocks and the PROGRESA Experiment," The Economic Journal, Royal Economic Society, vol. 134(657), pages 1-22.
    5. Noam Angrist & Simeon Djankov & Pinelopi K. Goldberg & Harry A. Patrinos, 2021. "Measuring human capital using global learning data," Nature, Nature, vol. 592(7854), pages 403-408, April.
    6. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    7. Paul Goldsmith-Pinkham & Peter Hull & Michal Kolesár, 2024. "Contamination Bias in Linear Regressions," American Economic Review, American Economic Association, vol. 114(12), pages 4015-4051, December.
    8. Horacio Alvarez Marinelli & Samuel Berlinski & Matias Busso, 2024. "Remedial Education: Evidence from a Sequence of Experiments in Colombia," Journal of Human Resources, University of Wisconsin Press, vol. 59(1), pages 141-174.
    9. Karthik Muralidharan & Abhijeet Singh & Alejandro J. Ganimian, 2019. "Disrupting Education? Experimental Evidence on Technology-Aided Instruction in India," American Economic Review, American Economic Association, vol. 109(4), pages 1426-1460, April.
    10. Mari Rege & Ingunn Størksen & Ingeborg F. Solli & Ariel Kalil & Megan M. McClelland & Dieuwer ten Braak & Ragnhild Lenes & Svanaug Lunde & Svanhild Breive & Martin Carlsen & Ingvald Erfjord & Per Sigu, 2024. "The Effects of a Structured Curriculum on Preschool Effectiveness: A Field Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 59(2), pages 576-603.
    11. Gunnsteinsson, Snaebjorn & Molina, Teresa & Adhvaryu, Achyuta & Christian, Parul & Labrique, Alain & Sugimoto, Jonathan & Shamim, Abu Ahmed & West, Keith P., 2022. "Protecting infants from natural disasters: The case of vitamin A supplementation and a tornado in Bangladesh," Journal of Development Economics, Elsevier, vol. 158(C).
    12. Sylvie Moulin & Michael Kremer & Paul Glewwe, 2009. "Many Children Left Behind? Textbooks and Test Scores in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 112-135, January.
    13. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    14. Jacobus Cilliers & Brahm Fleisch & Cas Prinsloo & Stephen Taylor, 2020. "How to Improve Teaching Practice?: An Experimental Comparison of Centralized Training and In-Classroom Coaching," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 926-962.
    15. Anna Popova & David K Evans & Mary E Breeding & Violeta Arancibia, 2022. "Teacher Professional Development around the World: The Gap between Evidence and Practice [Training to Teach Science: Experimental Evidence from Argentina]," The World Bank Research Observer, World Bank, vol. 37(1), pages 107-136.
    16. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    17. Berlinski, Samuel & Busso, Matias, 2017. "Challenges in educational reform: An experiment on active learning in mathematics," Economics Letters, Elsevier, vol. 156(C), pages 172-175.
    18. 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.
    19. Pamela Jervis & Lina Cardona-Sosa & Michele Giannola & Sally Grantham-McGregor & Costas Meghir & Marta Rubio-Codina & Monimalika Day & Orazio Attanasio, 2024. "Early Childhood Intervention for the Poor: Long Term Outcomes," NBER Working Papers 32165, National Bureau of Economic Research, Inc.
    20. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    21. Barrera-Osorio, Felipe & Gonzalez, Kathryn & Lagos, Francisco & Deming, David J., 2020. "Providing performance information in education: An experimental evaluation in Colombia," Journal of Public Economics, Elsevier, vol. 186(C).
    22. Glewwe, Paul & Kremer, Michael & Moulin, Sylvie & Zitzewitz, Eric, 2004. "Retrospective vs. prospective analyses of school inputs: the case of flip charts in Kenya," Journal of Development Economics, Elsevier, vol. 74(1), pages 251-268, June.
    23. Bold,Tessa & Filmer,Deon P. & Martin,Gayle & Molina,Ezequiel & Rockmore,Christophe & Stacy,Brian William & Svensson,Jakob & Wane,Waly, 2017. "What do teachers know and do ? does it matter ? evidence from primary schools in Africa," Policy Research Working Paper Series 7956, The World Bank.
    24. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1235-1264.
    25. Maya Rossin-Slater & Miriam Wüst, 2020. "What Is the Added Value of Preschool for Poor Children? Long-Term and Intergenerational Impacts and Interactions with an Infant Health Intervention," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 255-286, July.
    26. Angrist, Joshua D & Lavy, Victor, 2001. "Does Teacher Training Affect Pupil Learning? Evidence from Matched Comparisons in Jerusalem Public Schools," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 343-369, April.
    27. Sule Alan & Ipek Mumcu, 2024. "Nurturing Childhood Curiosity to Enhance Learning: Evidence from a Randomized Pedagogical Intervention," American Economic Review, American Economic Association, vol. 114(4), pages 1173-1210, April.
    28. Benjamin N. York & Susanna Loeb & Christopher Doss, 2019. "One Step at a Time: The Effects of an Early Literacy Text-Messaging Program for Parents of Preschoolers," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 537-566.
    29. Christopher Doss & Erin M. Fahle & Susanna Loeb & Benjamin N. York, 2019. "More Than Just a Nudge: Supporting Kindergarten Parents with Differentiated and Personalized Text Messages," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 567-603.
    30. Francesco Agostinelli & Matthew Wiswall, 2025. "Estimating the Technology of Children’s Skill Formation," Journal of Political Economy, University of Chicago Press, vol. 133(3), pages 846-887.
    31. Andreas de Barros & Johanna Fajardo-Gonzalez & Paul Glewwe & Ashwini Sankar, 2024. "The Limitations of Activity-Based Instruction to Improve the Productivity of Schooling," The Economic Journal, Royal Economic Society, vol. 134(659), pages 959-984.
    32. Rucker C. Johnson & C. Kirabo Jackson, 2019. "Reducing Inequality through Dynamic Complementarity: Evidence from Head Start and Public School Spending," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 310-349, November.
    33. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    34. C. Kirabo Jackson, 2018. "What Do Test Scores Miss? The Importance of Teacher Effects on Non–Test Score Outcomes," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 2072-2107.
    35. García, Jorge Luis & Heckman, James J. & Ziff, Anna L., 2018. "Gender differences in the benefits of an influential early childhood program," European Economic Review, Elsevier, vol. 109(C), pages 9-22.
    36. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, Enero-Abr.
    37. Leonard Goff & Ofer Malamud & Cristian Pop-Eleches & Miguel Urquiola, 2025. "Interactions between Family and School Environments: Access to Abortion and Selective Schools," Journal of Human Resources, University of Wisconsin Press, vol. 60(3), pages 907-949.
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    Keywords

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    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

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