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Parenting Types

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  • Rauh, C.
  • Renée, L.

Abstract

In this paper we measure parenting behavior through unsupervised machine learning in a panel following children from age 5 to 29 months. The algorithm classifies parents into two distinct behavioral types: "active" and "laissez-faire". Parents of the active type tend to respond to their children's expressions and describe to children features of their environment, while parents of the laissez-faire type are less likely to engage with their children. We find that parents' types are persistent over time and are systematically related to socio-economic characteristics. More-over, children of active parents see their human capital improve relative to children of parents of the laissez-faire type.

Suggested Citation

  • Rauh, C. & Renée, L., 2021. "Parenting Types," Cambridge Working Papers in Economics 2110, Faculty of Economics, University of Cambridge.
    • Handle: RePEc:cam:camdae:2110
    Note: cr542
    as

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    File URL: http://www.econ.cam.ac.uk/research-files/repec/cam/pdf/cwpe2110.pdf
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    References listed on IDEAS

    as
    1. Oriana Bandiera & Andrea Prat & Stephen Hansen & Raffaella Sadun, 2020. "CEO Behavior and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1325-1369.
    2. Francesco Agostinelli & Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2020. "It Takes a Village: The Economics of Parenting with Neighborhood and Peer Effects," NBER Working Papers 27050, National Bureau of Economic Research, Inc.
    3. 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.
    4. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    5. Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2019. "The Economics of Parenting," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 55-84, August.
    6. Deborah A. Cobb-Clark & Nicolás Salamanca & Anna Zhu, 2019. "Parenting style as an investment in human development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(4), pages 1315-1352, October.
    7. Daniela Del Boca & Christopher Flinn & Ewout Verriest & Matthew Wiswall, 2018. "Actors in the Child Development Process," Carlo Alberto Notebooks 575, Collegio Carlo Alberto.
    8. Mirko Draca & Carlo Schwarz, 2024. "How Polarised are Citizens? Measuring Ideology from the Ground up," The Economic Journal, Royal Economic Society, vol. 134(661), pages 1950-1984.
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    Keywords

    Parenting styles; human capital; latent Dirichlet allocation; inequality; machine learning;
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