IDEAS home Printed from https://ideas.repec.org/p/hka/wpaper/2020-047.html
   My bibliography  Save this paper

The Impact of a Prototypical Home Visiting Program on Child Skills

Author

Listed:
  • Jin Zhou

    (Columbia UniversityAuthor-Name: James J. Heckman
    The University of Chicago)

  • Bei Liu

    (China Development Research Foundation)

  • LU Mai

    (China Development Research Foundation)

Abstract

This paper develops a new framework for estimating the causal impacts on child skills and the mechanisms producing these impacts using data from a randomized control study of a widely evaluated early-childhood home visiting program. We show the feasibility of replicating the program at scale. We report estimates from standard procedures for reporting treatment effects as unweighted averages item scores and compare them with estimates adjusting for item difficulties. Such adjustments produce more interpretable estimates. We go beyond treatment effects and estimate individual-specific latent skills, comparing treatment and control skills and their impacts on test scores.

Suggested Citation

  • Jin Zhou & Bei Liu & LU Mai, 2020. "The Impact of a Prototypical Home Visiting Program on Child Skills," Working Papers 2020-047, Human Capital and Economic Opportunity Working Group.
    • Handle: RePEc:hka:wpaper:2020-047
    Note: ECI
    as

    Download full text from publisher

    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Heckman_Liu_Lu_etal_2020_treatment-effects-measurement-skills-home-visiting.pdf
    File Function: First version, June 3, 2020
    Download Restriction: no
    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Heckman_Liu_Lu_etal_2020_impact-prototypical-home-visiting-on-skills.pdf
    File Function: Second version, January 2, 2024
    Download Restriction: no
    File URL: http://cehd.uchicago.edu/china-reach_home-visiting_appendix
    File Function: Web Appendix
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Esfandiar Maasoumi & Le Wang, 2019. "The Gender Gap between Earnings Distributions," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2438-2504.
    2. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    3. Chen, Mingli & Fernández-Val, Iván & Weidner, Martin, 2021. "Nonlinear factor models for network and panel data," Journal of Econometrics, Elsevier, vol. 220(2), pages 296-324.
    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. Samuel Berlinski & Maria Marta Ferreyra & Luca Flabbi & Juan David Martin, 2024. "Childcare Markets, Parental Labor Supply, and Child Development," Journal of Political Economy, University of Chicago Press, vol. 132(6), pages 2113-2177.
    2. 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.
    3. Marco Castillo & John A. List & Ragan Petrie & Anya Samek, 2024. "Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 132(12), pages 3942-3977.
    4. Jin Zhou & James J. Heckman & Bei Liu & Mai Lu & Susan M. Chang & Sally Grantham-McGregor, 2022. "Comparing China REACH and the Jamaica Home Visiting Program," NBER Working Papers 30529, National Bureau of Economic Research, Inc.
    5. Amaral, Sofia & Dinarte-Diaz, Lelys & Dominguez, Patricio & Perez-Vincent, Santiago M., 2024. "Helping families help themselves: The (Un)intended impacts of a digital parenting program," Journal of Development Economics, Elsevier, vol. 166(C).
    6. Alison Andrew & Orazio Attanasio & Britta Augsburg & Lina Cardona-Sosa & Monimalika Day & Michele Giannola & Sally Grantham-McGregor & Pamela Jervis & Costas Meghir & Marta Rubio-Codina, 2024. "Early Childhood Intervention for the Poor: Long Term Outcomes," NBER Working Papers 32165, National Bureau of Economic Research, Inc.
    7. Sadegh Eshaghnia & James J. Heckman, 2023. "Intergenerational Transmission of Inequality: Maternal Endowments, Investments, and Birth Outcomes," NBER Working Papers 31761, National Bureau of Economic Research, Inc.
    8. Anthony Bald & Eric Chyn & Justine Hastings & Margarita Machelett, 2022. "The Causal Impact of Removing Children from Abusive and Neglectful Homes," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1919-1962.
    9. Heckman, James J. & Galaty, Bridget & Tian, Haihan, 2023. "The Economic Approach to Personality, Character and Virtue," IZA Discussion Papers 16133, Institute of Labor Economics (IZA).
    10. Flavio Cunha & Marsha Gerdes & Qinyou Hu & Snejana Nihtianova, 2023. "Language Environment and Maternal Expectations: An Evaluation of the LENA Start Program," NBER Working Papers 30837, National Bureau of Economic Research, Inc.
    11. Bobby W. Chung & Jian Zou, 2023. "Understanding spillover of peer parental education: Randomization evidence and mechanisms," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 496-522, July.
    12. Ingvild Almås & Orazio Attanasio & Pamela Jervis, 2024. "Presidential Address: Economics and Measurement: New Measures to Model Decision Making," Econometrica, Econometric Society, vol. 92(4), pages 947-978, July.
    13. repec:lic:licosd:42721 is not listed on IDEAS
    14. Wang, Lei & Qian, Yiwei & Warrinnier, Nele & Attanasio, Orazio & Rozelle, Scott & Sylvia, Sean, 2023. "Parental investment, school choice, and the persistent benefits of an early childhood intervention," Journal of Development Economics, Elsevier, vol. 165(C).
    15. Lei Wang & Yiwei Qian & Nele Warrinnier & Orazio Attanasio & Scott Rozelle & Sean Sylvia, "undated". "Parental Investment, School Choice, and the Persistent Benefits of Intervention in Early Childhood," Working Papers 931, Queen Mary University of London, School of Economics and Finance.
    16. Sylvia, Sean & Luo, Renfu & Zhong, Jingdong & Dill, Sarah-Eve & Medina, Alexis & Rozelle, Scott, 2022. "Passive versus active service delivery: Comparing the effects of two parenting interventions on early cognitive development in rural China," World Development, Elsevier, vol. 149(C).

    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. Weidner, Martin & Zylkin, Thomas, 2021. "Bias and consistency in three-way gravity models," Journal of International Economics, Elsevier, vol. 132(C).
    2. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," IZA Discussion Papers 14020, Institute of Labor Economics (IZA).
    3. Gustavo J. Bobonis & Paul J. Gertler & Marco Gonzalez-Navarro & Simeon Nichter, 2022. "Vulnerability and Clientelism," American Economic Review, American Economic Association, vol. 112(11), pages 3627-3659, November.
    4. Jongmoo Jay Choi & Hoje Jo & Jimi Kim & Moo Sung Kim, 2018. "Business Groups and Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 153(4), pages 931-954, December.
    5. Friedrich, Sarah & Pauly, Markus, 2018. "MATS: Inference for potentially singular and heteroscedastic MANOVA," Journal of Multivariate Analysis, Elsevier, vol. 165(C), pages 166-179.
    6. Sandy Fréret & Denis Maguain, 2017. "The effects of agglomeration on tax competition: evidence from a two-regime spatial panel model on French data," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 24(6), pages 1100-1140, December.
    7. Valentine Fays & Benoît Mahy & François Rycx, 2023. "Wage differences according to workers' origin: The role of working more upstream in GVCs," LABOUR, CEIS, vol. 37(2), pages 319-342, June.
    8. Cantoni, Enrico & Gazzè, Ludovica & Schafer, Jerome, 2021. "Turnout in concurrent elections: Evidence from two quasi-experiments in Italy," European Journal of Political Economy, Elsevier, vol. 70(C).
    9. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    10. Thompson, Paul N., 2019. "Are school officials held accountable for fiscal stress? Evidence from school district financial intervention systems," Economics of Education Review, Elsevier, vol. 72(C), pages 44-54.
    11. Corno, Lucia & Voena, Alessandra, 2023. "Child marriage as informal insurance: Empirical evidence and policy simulations," Journal of Development Economics, Elsevier, vol. 162(C).
    12. Wissmann, Daniel, 2020. "Finally a Smoking Gun," Discussion Papers in Economics 73026, University of Munich, Department of Economics.
    13. Ilhom Abdulloev & Ira N Gang & Myeong-Su Yun, 2014. "Migration, Education and the Gender Gap in Labour Force Participation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 26(4), pages 509-526, September.
    14. Angrisani Marco & Guarino Antonio & Huck Steffen & Larson Nathan C, 2011. "No-Trade in the Laboratory," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 11(1), pages 1-58, April.
    15. Hamid Boustanifar & Everett Grant & Ariell Reshef, 2018. "Wages and Human Capital in Finance: International Evidence, 1970–2011 [Financial reform: what shakes it? What shapes it?]," Review of Finance, European Finance Association, vol. 22(2), pages 699-745.
    16. Grönqvist, Hans & Niknami, Susan, 2014. "Alcohol availability and crime: Lessons from liberalized weekend sales restrictions," Journal of Urban Economics, Elsevier, vol. 81(C), pages 77-84.
    17. Hollingsworth, Bruce & Ohinata, Asako & Picchio, Matteo & Walker, Ian, 2017. "Labour supply and informal care supply: The impacts of financial support for long-term elderly care," GLO Discussion Paper Series 118, Global Labor Organization (GLO).
    18. Renate Strobl & Conny Wunsch, 2021. "Risky choices and solidarity: disentangling different behavioural channels," Experimental Economics, Springer;Economic Science Association, vol. 24(4), pages 1185-1214, December.
    19. Marcel Fafchamps & Julien Labonne, 2017. "Do Politicians’ Relatives Get Better Jobs? Evidence from Municipal Elections," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 33(2), pages 268-300.
    20. Silverio-Murillo, Adan & Hoehn-Velasco, Lauren & Rodriguez Tirado, Abel & Balmori de la Miyar, Jose Roberto, 2021. "COVID-19 blues: Lockdowns and mental health-related google searches in Latin America," Social Science & Medicine, Elsevier, vol. 281(C).

    More about this item

    Keywords

    experiment; scaling; mechanisms; home visiting; measurement;
    All these keywords.

    JEL classification:

    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • Z18 - Other Special Topics - - Cultural Economics - - - Public Policy

    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:2020-047. 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.