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School absenteeism, work and health among Brazilian children: Full information versus limited information model

Author

Listed:
  • Danielle Carusi Machado

    (Universidade Federal Fluminense e Pesquisadora do CEDE-UFF, Brazil)

  • Carine Milcent

    (University Paris-Dauphine, France)

  • Jacques Huguenin

    (Université de Lausanne, Switzerland)

Abstract

We estimate a system of three behavioral equations for Brazilian children and teenagers (school absenteeism, health status and child labor). We relieved the assumption of independence of the disturbance terms of each equation. Moreover, if causality mechanisms between these three components (school absenteeism, health status and child labor) can occur either way, it can also be the result of a simultaneous decision-making process. Thus, to take into account both endogenous causality aspects and simultaneity, we estimate using the FIML method, which provides some improvement to the quality of the estimation, allowing us to simultaneously estimate all relevant parameters, including covariance parameters, and also to the subsequent interpretation of the results.

Suggested Citation

  • Danielle Carusi Machado & Carine Milcent & Jacques Huguenin, 2013. "School absenteeism, work and health among Brazilian children: Full information versus limited information model," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 14(2), pages 46-60.
    • Handle: RePEc:anp:econom:v:14:y:2013:i:2:46_60
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    More about this item

    Keywords

    Children; Education; Health; Work; Limited information model; Full information model;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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