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Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan

Social desirability bias (SDB) is a pervasive measurement challenge in the social sciences and survey research. More clarity is needed to understand the performance of social desirability scales in diverse groups, contexts, and cultures. The present study aims to contribute to the international lite...

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Autores principales: Nurumov, Kaidar, Hernández-Torrano, Daniel, Ait Si Mhamed, Ali, Ospanova, Ulzhan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020785/
https://www.ncbi.nlm.nih.gov/pubmed/35465473
http://dx.doi.org/10.3389/fpsyg.2022.822931
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author Nurumov, Kaidar
Hernández-Torrano, Daniel
Ait Si Mhamed, Ali
Ospanova, Ulzhan
author_facet Nurumov, Kaidar
Hernández-Torrano, Daniel
Ait Si Mhamed, Ali
Ospanova, Ulzhan
author_sort Nurumov, Kaidar
collection PubMed
description Social desirability bias (SDB) is a pervasive measurement challenge in the social sciences and survey research. More clarity is needed to understand the performance of social desirability scales in diverse groups, contexts, and cultures. The present study aims to contribute to the international literature on social desirability measurement by examining the psychometric performance of a short version of the Marlowe-Crowne Social Desirability Scale (MCSDS) in a nationally representative sample of teachers in Kazakhstan. A total of 2,461 Kazakhstani teachers completed the MCSDS – Form C in their language of choice (i.e., Russian or Kazakh). The results failed to support the theoretical unidimensionality of the original scale. Instead, the results of Random Intercept Item Factor Analysis model suggest that the scale answers depend more on the method factor rather than the substantial factor that represents SDB. In addition, an alternative explanation indicates that the scale seems better suited to measuring two SDB correlated factors: attribution and denial. Internal consistency coefficients demonstrated unsatisfactory reliability scores for the two factors. The Kazakhstani version of the MCSDS – Form C was invariant across geographic location (i.e., urban vs. rural), language (i.e., Kazakh vs. Russian), and partially across age groups. However, no measurement invariance was demonstrated for gender. Despite these limitations, the analysis of the Kazakhstani version of the MCSDS – Form C presented in this study constitutes a first step in facilitating further research and measurement of SDB in post-Soviet Kazakhstan and other collectivist countries.
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spelling pubmed-90207852022-04-21 Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan Nurumov, Kaidar Hernández-Torrano, Daniel Ait Si Mhamed, Ali Ospanova, Ulzhan Front Psychol Psychology Social desirability bias (SDB) is a pervasive measurement challenge in the social sciences and survey research. More clarity is needed to understand the performance of social desirability scales in diverse groups, contexts, and cultures. The present study aims to contribute to the international literature on social desirability measurement by examining the psychometric performance of a short version of the Marlowe-Crowne Social Desirability Scale (MCSDS) in a nationally representative sample of teachers in Kazakhstan. A total of 2,461 Kazakhstani teachers completed the MCSDS – Form C in their language of choice (i.e., Russian or Kazakh). The results failed to support the theoretical unidimensionality of the original scale. Instead, the results of Random Intercept Item Factor Analysis model suggest that the scale answers depend more on the method factor rather than the substantial factor that represents SDB. In addition, an alternative explanation indicates that the scale seems better suited to measuring two SDB correlated factors: attribution and denial. Internal consistency coefficients demonstrated unsatisfactory reliability scores for the two factors. The Kazakhstani version of the MCSDS – Form C was invariant across geographic location (i.e., urban vs. rural), language (i.e., Kazakh vs. Russian), and partially across age groups. However, no measurement invariance was demonstrated for gender. Despite these limitations, the analysis of the Kazakhstani version of the MCSDS – Form C presented in this study constitutes a first step in facilitating further research and measurement of SDB in post-Soviet Kazakhstan and other collectivist countries. Frontiers Media S.A. 2022-04-06 /pmc/articles/PMC9020785/ /pubmed/35465473 http://dx.doi.org/10.3389/fpsyg.2022.822931 Text en Copyright © 2022 Nurumov, Hernández-Torrano, Ait Si Mhamed and Ospanova. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Nurumov, Kaidar
Hernández-Torrano, Daniel
Ait Si Mhamed, Ali
Ospanova, Ulzhan
Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title_full Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title_fullStr Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title_full_unstemmed Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title_short Measuring Social Desirability in Collectivist Countries: A Psychometric Study in a Representative Sample From Kazakhstan
title_sort measuring social desirability in collectivist countries: a psychometric study in a representative sample from kazakhstan
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020785/
https://www.ncbi.nlm.nih.gov/pubmed/35465473
http://dx.doi.org/10.3389/fpsyg.2022.822931
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