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Differential item functioning of material deprivation assessment in households with or without children

BACKGROUND: Composite multidimensional indices are broadly used to measure child poverty and social exclusion. Many of such indices are based on EU-SILC data or similar large scale complex sampling surveys, with the household as unit of analysis. Indicators related to households with or without chil...

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Detalles Bibliográficos
Autores principales: Ferrão, Maria Eugénia, Vieira, Marcel Toledo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10434881/
https://www.ncbi.nlm.nih.gov/pubmed/37590257
http://dx.doi.org/10.1371/journal.pone.0290112
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author Ferrão, Maria Eugénia
Vieira, Marcel Toledo
author_facet Ferrão, Maria Eugénia
Vieira, Marcel Toledo
author_sort Ferrão, Maria Eugénia
collection PubMed
description BACKGROUND: Composite multidimensional indices are broadly used to measure child poverty and social exclusion. Many of such indices are based on EU-SILC data or similar large scale complex sampling surveys, with the household as unit of analysis. Indicators related to households with or without children may quantify the intended attribute differently depending on the household structure and characteristics of individuals, potentially compromising the assessment. METHODS: We conducted statistical modelling and hypotheses tests using a two-parameter logistic item response model (IRM) and the likelihood-ratio test for DIF verification. Methods were applied to 2020 EU-SILC Portuguese data comprising 11,367 households representing a population of 4,099,052. Statistical analysis have allowed for the survey sampling design. CONCLUSION: Our findings demonstrate differential item functioning in the assessment material deprivation in households with or without children.
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spelling pubmed-104348812023-08-18 Differential item functioning of material deprivation assessment in households with or without children Ferrão, Maria Eugénia Vieira, Marcel Toledo PLoS One Research Article BACKGROUND: Composite multidimensional indices are broadly used to measure child poverty and social exclusion. Many of such indices are based on EU-SILC data or similar large scale complex sampling surveys, with the household as unit of analysis. Indicators related to households with or without children may quantify the intended attribute differently depending on the household structure and characteristics of individuals, potentially compromising the assessment. METHODS: We conducted statistical modelling and hypotheses tests using a two-parameter logistic item response model (IRM) and the likelihood-ratio test for DIF verification. Methods were applied to 2020 EU-SILC Portuguese data comprising 11,367 households representing a population of 4,099,052. Statistical analysis have allowed for the survey sampling design. CONCLUSION: Our findings demonstrate differential item functioning in the assessment material deprivation in households with or without children. Public Library of Science 2023-08-17 /pmc/articles/PMC10434881/ /pubmed/37590257 http://dx.doi.org/10.1371/journal.pone.0290112 Text en © 2023 Ferrão, Vieira https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ferrão, Maria Eugénia
Vieira, Marcel Toledo
Differential item functioning of material deprivation assessment in households with or without children
title Differential item functioning of material deprivation assessment in households with or without children
title_full Differential item functioning of material deprivation assessment in households with or without children
title_fullStr Differential item functioning of material deprivation assessment in households with or without children
title_full_unstemmed Differential item functioning of material deprivation assessment in households with or without children
title_short Differential item functioning of material deprivation assessment in households with or without children
title_sort differential item functioning of material deprivation assessment in households with or without children
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10434881/
https://www.ncbi.nlm.nih.gov/pubmed/37590257
http://dx.doi.org/10.1371/journal.pone.0290112
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