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

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.

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Additional Info

Field Value
Source ISSN: 1529-7470
Author Carusi Machado, Danielle, Milcent, Carine, Huguenin, Jack
Maintainer CCSD
Last Updated May 7, 2026, 02:19 (UTC)
Created May 7, 2026, 02:19 (UTC)
Identifier halshs-00943045
Language en
Rights https://about.hal.science/hal-authorisation-v1/
contributor Universidade Federal Fluminense e Pesquisadora do CEDE-UFF ; Universidade Federal Fluminense e Pesquisadora do CEDE-UFF
creator Carusi Machado, Danielle
date 2013-05-07T00:00:00
harvest_object_id 6a28e082-7425-4885-9a1b-bd9f407966ab
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2025-10-01T00:00:00
relation info:eu-repo/semantics/altIdentifier/doi/10.1016/j.econ.2013.08.003
set_spec type:ART