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Testing sampling bias in estimates of adolescent social competence and behavioral control

In 5 of the 6 large Dutch developmental cohorts investigated here, lower SES adolescents are underrepresented and higher SES adolescents overrepresented. With former studies clearly revealing differences between SES strata in adolescent social competence and behavioral control, this misrepresentatio...

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Autores principales: Fakkel, M., Peeters, M., Lugtig, P., Zondervan-Zwijnenburg, M.A.J., Blok, E., White, T., van der Meulen, M., Kevenaar, S.T., Willemsen, G., Bartels, M., Boomsma, D.I., Schmengler, H., Branje, S., Vollebergh, W.A.M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642800/
https://www.ncbi.nlm.nih.gov/pubmed/33142133
http://dx.doi.org/10.1016/j.dcn.2020.100872
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author Fakkel, M.
Peeters, M.
Lugtig, P.
Zondervan-Zwijnenburg, M.A.J.
Blok, E.
White, T.
van der Meulen, M.
Kevenaar, S.T.
Willemsen, G.
Bartels, M.
Boomsma, D.I.
Schmengler, H.
Branje, S.
Vollebergh, W.A.M.
author_facet Fakkel, M.
Peeters, M.
Lugtig, P.
Zondervan-Zwijnenburg, M.A.J.
Blok, E.
White, T.
van der Meulen, M.
Kevenaar, S.T.
Willemsen, G.
Bartels, M.
Boomsma, D.I.
Schmengler, H.
Branje, S.
Vollebergh, W.A.M.
author_sort Fakkel, M.
collection PubMed
description In 5 of the 6 large Dutch developmental cohorts investigated here, lower SES adolescents are underrepresented and higher SES adolescents overrepresented. With former studies clearly revealing differences between SES strata in adolescent social competence and behavioral control, this misrepresentation may contribute to an overestimation of normative adolescent competence. Using a raking procedure, we used national census statistics to weigh the cohorts to be more representative of the Dutch population. Contrary to our expectations, in all cohorts, little to no differences between SES strata were found in the two outcomes. Accordingly, no differences between weighted and unweighted mean scores were observed across all cohorts. Furthermore, no clear change in correlations between social competence and behavioral control was found. These findings are most probably explained by the fact that measures of SES in the samples were quite limited, and the low SES participants in the cohorts could not be considered as representative of the low SES groups in the general population. Developmental outcomes associated with SES may be affected by a raking procedure in other cohorts that have a sufficient number and sufficient variation of low SES adolescents.
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spelling pubmed-76428002020-11-13 Testing sampling bias in estimates of adolescent social competence and behavioral control Fakkel, M. Peeters, M. Lugtig, P. Zondervan-Zwijnenburg, M.A.J. Blok, E. White, T. van der Meulen, M. Kevenaar, S.T. Willemsen, G. Bartels, M. Boomsma, D.I. Schmengler, H. Branje, S. Vollebergh, W.A.M. Dev Cogn Neurosci Original Research In 5 of the 6 large Dutch developmental cohorts investigated here, lower SES adolescents are underrepresented and higher SES adolescents overrepresented. With former studies clearly revealing differences between SES strata in adolescent social competence and behavioral control, this misrepresentation may contribute to an overestimation of normative adolescent competence. Using a raking procedure, we used national census statistics to weigh the cohorts to be more representative of the Dutch population. Contrary to our expectations, in all cohorts, little to no differences between SES strata were found in the two outcomes. Accordingly, no differences between weighted and unweighted mean scores were observed across all cohorts. Furthermore, no clear change in correlations between social competence and behavioral control was found. These findings are most probably explained by the fact that measures of SES in the samples were quite limited, and the low SES participants in the cohorts could not be considered as representative of the low SES groups in the general population. Developmental outcomes associated with SES may be affected by a raking procedure in other cohorts that have a sufficient number and sufficient variation of low SES adolescents. Elsevier 2020-10-22 /pmc/articles/PMC7642800/ /pubmed/33142133 http://dx.doi.org/10.1016/j.dcn.2020.100872 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research
Fakkel, M.
Peeters, M.
Lugtig, P.
Zondervan-Zwijnenburg, M.A.J.
Blok, E.
White, T.
van der Meulen, M.
Kevenaar, S.T.
Willemsen, G.
Bartels, M.
Boomsma, D.I.
Schmengler, H.
Branje, S.
Vollebergh, W.A.M.
Testing sampling bias in estimates of adolescent social competence and behavioral control
title Testing sampling bias in estimates of adolescent social competence and behavioral control
title_full Testing sampling bias in estimates of adolescent social competence and behavioral control
title_fullStr Testing sampling bias in estimates of adolescent social competence and behavioral control
title_full_unstemmed Testing sampling bias in estimates of adolescent social competence and behavioral control
title_short Testing sampling bias in estimates of adolescent social competence and behavioral control
title_sort testing sampling bias in estimates of adolescent social competence and behavioral control
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642800/
https://www.ncbi.nlm.nih.gov/pubmed/33142133
http://dx.doi.org/10.1016/j.dcn.2020.100872
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