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Enhancing Human Capital in Children : A Case Study on Scaling

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  • Agostinelli,Francesco
  • Avitabile,Ciro
  • Bobba,Matteo

Abstract

This paper provides new insights on the science of scaling. The authors study an educationalmentoring program with a home visit component implemented at scale in Mexico, under different modalities (original andenhanced training for mentors) and different situations (field experiment and policy implementation). While theprogram was ineffective when implemented by the government in its original modality, the enhanced modality boostschildren’s outcomes, both in the field experiment and during the government implementation. Higher-quality home visitsencourage parent/child and parent/community interactions, which in turn are found to promote the scalability of theprogram. The work provides new knowledge on the socially determined nature of scaling educational programs.

Suggested Citation

  • Agostinelli,Francesco & Avitabile,Ciro & Bobba,Matteo, 2021. "Enhancing Human Capital in Children : A Case Study on Scaling," Policy Research Working Paper Series 9647, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9647
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    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. List, John A. & Momeni, Fatemeh & Zenou, Yves, 2020. "The Social Side of Early Human Capital Formation: Using a Field Experiment to Estimate the Causal Impact of Neighborhoods," IZA Discussion Papers 13966, Institute of Labor Economics (IZA).
    3. Francesco Agostinelli & Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2026. "It Takes a Village: The Economics of Parenting with Neighborhood and Peer Effects," Journal of Political Economy, University of Chicago Press, vol. 134(1), pages 313-365.
    4. Juan Chaparro & Aaron Sojourner & Matthew J. Wiswall, 2020. "Early Childhood Care and Cognitive Development," NBER Working Papers 26813, National Bureau of Economic Research, Inc.
    5. John A. List & Azeem M. Shaikh & Yang Xu, 2019. "Multiple hypothesis testing in experimental economics," Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
    6. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    7. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    8. Francesco Avvisati & Marc Gurgand & Nina Guyon & Eric Maurin, 2014. "Getting Parents Involved: A Field Experiment in Deprived Schools," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 57-83.
    9. Omar Al-Ubaydli & John A. List & Dana Suskind, 2019. "The Science of Using Science: Towards an Understanding of the Threats to Scaling Experiments," NBER Working Papers 25848, National Bureau of Economic Research, Inc.
    10. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    11. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja, 2017. "Report Cards: The Impact of Providing School and Child Test Scores on Educational Markets," American Economic Review, American Economic Association, vol. 107(6), pages 1535-1563, June.
    12. Heckman, James J. & Moon, Seong Hyeok & Pinto, Rodrigo & Savelyev, Peter A. & Yavitz, Adam, 2010. "The rate of return to the HighScope Perry Preschool Program," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 114-128, February.
    13. Dubeck, Margaret M. & Gove, Amber, 2015. "The early grade reading assessment (EGRA): Its theoretical foundation, purpose, and limitations," International Journal of Educational Development, Elsevier, vol. 40(C), pages 315-322.
    14. Teodora Boneva & Christopher Rauh, 2018. "Parental Beliefs about Returns to Educational Investments—The Later the Better?," Journal of the European Economic Association, European Economic Association, vol. 16(6), pages 1669-1711.
    15. Biroli, Pietro & Boneva, Teodora & Raja, Akash & Rauh, Christopher, 2022. "Parental beliefs about returns to child health investments," Journal of Econometrics, Elsevier, vol. 231(1), pages 33-57.
    16. Facundo Albornoz & María Victoria Anauati & Melina Furman & Mariana Luzuriaga & María Eugenia Podestá & Inés Taylor, 2020. "Training to Teach Science: Experimental Evidence from Argentina," The World Bank Economic Review, World Bank, vol. 34(2), pages 393-417.
    17. 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.
    18. Roland G. Fryer, Jr. & Steven D. Levitt & John A. List, 2015. "Parental Incentives and Early Childhood Achievement: A Field Experiment in Chicago Heights," NBER Working Papers 21477, National Bureau of Economic Research, Inc.
    19. Cameron, Lisa & Olivia, Susan & Shah, Manisha, 2019. "Scaling up sanitation: Evidence from an RCT in Indonesia," Journal of Development Economics, Elsevier, vol. 138(C), pages 1-16.
    20. Parente Paulo M.D.C. & Santos Silva João M.C., 2016. "Quantile Regression with Clustered Data," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 1-15, January.
    21. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
    22. Orazio P. Attanasio & Camila Fernández & Emla O. A. Fitzsimons & Sally M. Grantham-McGregor & Costas Meghir & Marta Rubio-Codina, "undated". "Using the Infrastructure of a Conditional Cash Transfer Program to Deliver a Scalable Integrated Early Child Development Program in Colombia: Cluster Randomized Controlled Trial," Mathematica Policy Research Reports 62cf429ea5b74678a945aa87b, Mathematica Policy Research.
    23. World Bank, 2018. "World Development Report 2018 [Rapport sur le développement dans le monde 2018]," World Bank Publications - Books, The World Bank Group, number 28340, April.
    24. Parker, Susan W. & Rubalcava, Luis & Teruel, Graciela, 2008. "Evaluating Conditional Schooling and Health Programs," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 62, pages 3963-4035, Elsevier.
    25. Peter Bergman, 2021. "Parent-Child Information Frictions and Human Capital Investment: Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 286-322.
    26. Al-Ubaydli, Omar & Lee, Min Sok & List, John A. & Mackevicius, Claire L. & Suskind, Dana, 2021. "How can experiments play a greater role in public policy? Twelve proposals from an economic model of scaling," Behavioural Public Policy, Cambridge University Press, vol. 5(1), pages 2-49, January.
    27. 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.
    28. Engzell, Per & Frey, Arun & Verhagen, Mark D., 2020. "Learning Inequality During the Covid-19 Pandemic," SocArXiv ve4z7, Center for Open Science.
    29. Bold, Tessa & Kimenyi, Mwangi & Mwabu, Germano & Ng’ang’a, Alice & Sandefur, Justin, 2018. "Experimental evidence on scaling up education reforms in Kenya," Journal of Public Economics, Elsevier, vol. 168(C), pages 1-20.
    30. John A. List & Fatemeh Momeni & Yves Zenou, 2020. "The Social Side of Early Human Capital Formation: Using a Field Experiment to Estimate the Causal Impact of Neighborhoods," Working Papers 2020-187, Becker Friedman Institute for Research In Economics.
    31. Pedro Carneiro & Emanuela Galasso & Italo Lopez Garcia & Paula Bedregal & Miguel Cordero, 2019. "Parental Beliefs, Investments, and Child Development: Evidence from a Large-Scale Experiment," Working Papers 2019-051, Human Capital and Economic Opportunity Working Group.
    32. Zenou, Yves & List, John & Momeni, Fatemeh, 2019. "Are Estimates of Early Education Programs Too Pessimistic? Evidence from a Large-Scale Field Experiment that Causally Measures," CEPR Discussion Papers 13725, C.E.P.R. Discussion Papers.
    33. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    34. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    35. Alwyn Young, 2019. "Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 557-598.
    36. Joseph P. Romano & Michael Wolf, 2005. "Exact and Approximate Stepdown Methods for Multiple Hypothesis Testing," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 94-108, March.
    37. List, John A. & Momeni, Fatemeh & Zenou, Yves, 2019. "Are Estimates of Early Education Programs Too Pessimistic? Evidence from a Large-Scale Field Experiment that Causally Measures Neighbor Effects," Working Paper Series 1293, Research Institute of Industrial Economics.
    38. Leonardo Bursztyn & Lucas C. Coffman, 2012. "The Schooling Decision: Family Preferences, Intergenerational Conflict, and Moral Hazard in the Brazilian Favelas," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 359-397.
    39. Gertler, Paul J. & Patrinos, Harry Anthony & Rubio-Codina, Marta, 2012. "Empowering parents to improve education: Evidence from rural Mexico," Journal of Development Economics, Elsevier, vol. 99(1), pages 68-79.
    40. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    41. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," The World Bank Economic Review, World Bank, vol. 33(1), pages 116-139.
    42. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    43. Barbara Bruns & Javier Luque & Noah Yarrow, 2015. "Great Teachers : How to Raise Student Learning in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 20488, April.
    44. Jonathan M.V. Davis & Jonathan Guryan & Kelly Hallberg & Jens Ludwig, 2017. "The Economics of Scale-Up," NBER Working Papers 23925, National Bureau of Economic Research, Inc.
    45. Orazio Attanasio & Teodora Boneva & Christopher Rauh, 2022. "Parental Beliefs about Returns to Different Types of Investments in School Children," Journal of Human Resources, University of Wisconsin Press, vol. 57(6), pages 1789-1825.
    46. Al-Ubaydli, Omar & Lee, Min Sok & List, John A. & Mackevicius, Claire L. & Suskind, Dana, 2021. "A rejoinder: ‘How can experiments play a greater role in public policy? Twelve proposals from an economic model of scaling’," Behavioural Public Policy, Cambridge University Press, vol. 5(1), pages 125-134, January.
    47. Orazio Attanasio & Costas Meghir & Emily Nix, 2020. "Human Capital Development and Parental Investment in India," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2511-2541.
    48. Rebecca Dizon-Ross, 2019. "Parents' Beliefs about Their Children's Academic Ability: Implications for Educational Investments," American Economic Review, American Economic Association, vol. 109(8), pages 2728-2765, August.
    49. Karthik Muralidharan & Abhijeet Singh, 2020. "Improving Public Sector Management at Scale? Experimental Evidence on School Governance India," NBER Working Papers 28129, National Bureau of Economic Research, Inc.
    50. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
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    2. Francisco Gallego & Philip Oreopoulos & Noah Spencer, 2023. "The Importance of a Helping Hand in Education and in Life," NBER Working Papers 31706, National Bureau of Economic Research, Inc.
    3. John A. List & Haruka Uchida, 2024. "Here Today, Gone Tomorrow? Toward an Understanding of Fade-out in Early Childhood Education Programs," NBER Working Papers 33027, National Bureau of Economic Research, Inc.
    4. Guglielmo Briscese & John A. List, 2024. "Toward an Understanding of the Political Economy of Using Field Experiments in Policymaking," NBER Working Papers 33239, National Bureau of Economic Research, Inc.
    5. Tom‡s Larroucau & Ignacio A. Rios & Ana•s Fabre & Christopher Neilson, 2025. "College Application Mistakes and the Design of Information Policies at Scale," Cowles Foundation Discussion Papers 2461, Cowles Foundation for Research in Economics, Yale University.
    6. Bobba, Matteo & Frisancho, Veronica & Pariguana, Marco, 2016. "Perceived Ability and School Choices: Experimental Evidence and Scale-up Effects," TSE Working Papers 16-660, Toulouse School of Economics (TSE), revised Jul 2024.
    7. Gallego, Francisco A. & Molina, Oswaldo & Neilson, Christopher A., 2025. "Lights, camera, school: Information provision though television during COVID-19 times," Journal of Development Economics, Elsevier, vol. 176(C).

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    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D02 - Microeconomics - - General - - - Institutions: Design, Formation, Operations, and Impact
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • J1 - Labor and Demographic Economics - - Demographic Economics

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