[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/hka/wpaper/2021-012.html
   My bibliography  Save this paper

Enhancing Human Capital in Children: A Case Study on Scaling

Author

Listed:
  • Francesco Agostinelli

    (University of Pennsylvania)

  • Ciro Avitable

    (World Bank)

  • Matteo Bobba

    (University of Toulouse Capitole)

Abstract
This paper provides novel insights into the science of scaling by examining an educational mentoring program in Mexico. The analysis encompasses two independent field experiments, and seizes a unique opportunity to learn from the government's implementation of the same intervention. While the program originally implemented at scale demonstrates limited effectiveness, the introduction of a new modality with enhanced mentor training significantly improves children's outcomes. Mentor-parent interactions are found to stimulate parental engagement at the community-school level, which emerges as a critical factor for the scalability of the program. Our findings offer compelling evidence on the socially determined drivers of education interventions at scale.

Suggested Citation

  • Francesco Agostinelli & Ciro Avitable & Matteo Bobba, 2021. "Enhancing Human Capital in Children: A Case Study on Scaling," Working Papers 2021-012, Human Capital and Economic Opportunity Working Group.
    • Handle: RePEc:hka:wpaper:2021-012
    Note: ECI
    as

    Download full text from publisher

    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Agostinelli_Avitabile_Bobba_2021_enhancing-human-capital-at-scale.pdf
    File Function: First version, March 22, 2021
    Download Restriction: no
    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Agostinelli_Avitabile_Bobba_2021_enhancing-human-capital-at-scale_r1.pdf
    File Function: Second version, August 21, 2022
    Download Restriction: no
    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Agostinelli_Avitabile_Bobba_2021_enhancing-human-capital-at-scale_r2.pdf
    File Function: Third version, June 21, 2023
    Download Restriction: no
    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Agostinelli_Avitabile_Bobba_2021_enhancing-human-capital-at-scale_r3.pdf
    File Function: Fourth version, October 14, 2023
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    3. 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).
    4. 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.
    5. Francesco Agostinelli & Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2020. "It Takes a Village: The Economics of Parenting with Neighborhood and Peer Effects," Working Papers 2020-024, Human Capital and Economic Opportunity Working Group.
    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, 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.
    8. Juan Chaparro & Aaron Sojourner & Matthew J. Wiswall, 2020. "Early Childhood Care and Cognitive Development," NBER Working Papers 26813, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    24. 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.
    25. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. Engzell, Per & Frey, Arun & Verhagen, Mark D., 2020. "Learning Inequality During the Covid-19 Pandemic," SocArXiv ve4z7, Center for Open Science.
    33. 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.
    34. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," The World Bank Economic Review, World Bank, vol. 33(1), pages 116-139.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. Barbara Bruns & Javier Luque, 2015. "Great Teachers : How to Raise Student Learning in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 20488.
    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 & 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.
    46. 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.
    47. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Francisco Gallego & Philip Oreopoulos & Noah Spencer, 2023. "The Importance of a Helping Hand in Education and in Life," Documentos de Trabajo 575, Instituto de Economia. Pontificia Universidad Católica de Chile..
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Agostinelli, Francesco & Avitabile, Ciro & Bobba, Matteo, 2021. "Enhancing Human Capital at Scale," IZA Discussion Papers 14192, Institute of Labor Economics (IZA).
    2. John A. List & Ragan Petrie & Anya Samek, 2023. "How Experiments with Children Inform Economics," Journal of Economic Literature, American Economic Association, vol. 61(2), pages 504-564, June.
    3. 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).
    4. Sebastian Gallegos & Pablo Celhay, 2020. "Early Skill Effects on Types of Parental Investments and Long-Run Outcomes," Working Papers 2020-014, Human Capital and Economic Opportunity Working Group.
    5. Vincent Boucher & Carlo L. Del Bello & Fabrizio Panebianco & Thierry Verdier & Yves Zenou, 2023. "Education Transmission and Network Formation," Journal of Labor Economics, University of Chicago Press, vol. 41(1), pages 129-173.
    6. Jorge Luis García & James J. Heckman, 2023. "Parenting Promotes Social Mobility Within and Across Generations," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 349-388, September.
    7. Joana Elisa Maldonado & Kristof De Witte & Koen Declercq, 2022. "The effects of parental involvement in homework: two randomised controlled trials in financial education," Empirical Economics, Springer, vol. 62(3), pages 1439-1464, March.
    8. Deborah A. Cobb-Clark & Tiffany Ho & Nicolás Salamanca, 2021. "Parental Responses to Children’s Achievement Test Results," Melbourne Institute Working Paper Series wp2021n17, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    9. Armin Falk & Fabian Kosse & Pia Pinger, 2020. "Mentoring and Schooling Decisions: Causal Evidence," CESifo Working Paper Series 8382, CESifo.
    10. Fazzio, Ila & Eble, Alex & Lumsdaine, Robin L. & Boone, Peter & Bouy, Baboucarr & Hsieh, Pei-Tseng Jenny & Jayanty, Chitra & Johnson, Simon & Silva, Ana Filipa, 2021. "Large learning gains in pockets of extreme poverty: Experimental evidence from Guinea Bissau," Journal of Public Economics, Elsevier, vol. 199(C).
    11. Cheti Nicoletti & Almudena Sevilla & Valentina Tonei, 2022. "Gender stereotypes in the family," CEP Discussion Papers dp1891, Centre for Economic Performance, LSE.
    12. John List & Julie Pernaudet & Dana Suskind, 2021. "It All Starts with Beliefs: Addressing the Roots of Educational Inequities by Changing Parental Beliefs," Framed Field Experiments 00740, The Field Experiments Website.
    13. 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.
    14. Omar Al-Ubaydli & John List & Claire Mackevicius & Min Sok Lee & Dana Suskind, 2019. "How Can Experiments Play a Greater Role in Public Policy? 12 Proposals from an Economic Model of Scaling," Artefactual Field Experiments 00679, The Field Experiments Website.
    15. Emily Beam & Priya Mukherjee & Laia Navarro-Sola, 2022. "Lowering Barriers to Remote Education: Experimental Impacts on Parental Responses and Learning," Working Papers 2022-030, Human Capital and Economic Opportunity Working Group.
    16. 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.
    17. Jonas Lau-Jensen Hirani & Hans Henrik Sievertsen & Miriam Wüst & Johannes Wohlfart, 2020. "Missing a Nurse Visit," Discussion Papers 20-09, University of Copenhagen. Department of Economics.
    18. Lekfuangfu, Warn N. & Odermatt, Reto, 2022. "All I have to do is dream? The role of aspirations in intergenerational mobility and well-being," European Economic Review, Elsevier, vol. 148(C).
    19. Hashibul Hassan & Asad Islam & Abu Siddique & Liang Choon Wang, 2024. "Telementoring and Homeschooling During School Closures: a Randomised Experiment in Rural Bangladesh," The Economic Journal, Royal Economic Society, vol. 134(662), pages 2418-2438.
    20. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2022. "Parental misbeliefs and household investment in children's education," Economics of Education Review, Elsevier, vol. 89(C).

    More about this item

    Keywords

    children's skills; parental investments; community engagement; science of scaling;
    All these keywords.

    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
    • I30 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hka:wpaper:2021-012. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Jennifer Pachon (email available below). General contact details of provider: https://edirc.repec.org/data/mfichus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.