Cargando…

Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences

Likert scale surveys are frequently used in cross-cultural studies on leadership. Recent publications using digital text algorithms raise doubt about the source of variation in statistics from such studies to the extent that they are semantically driven. The Semantic Theory of Survey Response (STSR)...

Descripción completa

Detalles Bibliográficos
Autores principales: Arnulf, Jan Ketil, Larsen, Kai R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7040226/
https://www.ncbi.nlm.nih.gov/pubmed/32132948
http://dx.doi.org/10.3389/fpsyg.2020.00176
_version_ 1783500939935612928
author Arnulf, Jan Ketil
Larsen, Kai R.
author_facet Arnulf, Jan Ketil
Larsen, Kai R.
author_sort Arnulf, Jan Ketil
collection PubMed
description Likert scale surveys are frequently used in cross-cultural studies on leadership. Recent publications using digital text algorithms raise doubt about the source of variation in statistics from such studies to the extent that they are semantically driven. The Semantic Theory of Survey Response (STSR) predicts that in the case of semantically determined answers, the response patterns may also be predictable across languages. The Multifactor Leadership Questionnaire (MLQ) was applied to 11 different ethnic samples in English, Norwegian, German, Urdu and Chinese. Semantic algorithms predicted responses significantly across all conditions, although to varying degree. Comparisons of Norwegian, German, Urdu and Chinese samples in native versus English language versions suggest that observed differences are not culturally dependent but caused by different translations and understanding. The maximum variance attributable to culture was a 5% unique overlap of variation in the two Chinese samples. These findings question the capability of traditional surveys to detect cultural differences. It also indicates that cross-cultural leadership research may risk lack of practical relevance.
format Online
Article
Text
id pubmed-7040226
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-70402262020-03-04 Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences Arnulf, Jan Ketil Larsen, Kai R. Front Psychol Psychology Likert scale surveys are frequently used in cross-cultural studies on leadership. Recent publications using digital text algorithms raise doubt about the source of variation in statistics from such studies to the extent that they are semantically driven. The Semantic Theory of Survey Response (STSR) predicts that in the case of semantically determined answers, the response patterns may also be predictable across languages. The Multifactor Leadership Questionnaire (MLQ) was applied to 11 different ethnic samples in English, Norwegian, German, Urdu and Chinese. Semantic algorithms predicted responses significantly across all conditions, although to varying degree. Comparisons of Norwegian, German, Urdu and Chinese samples in native versus English language versions suggest that observed differences are not culturally dependent but caused by different translations and understanding. The maximum variance attributable to culture was a 5% unique overlap of variation in the two Chinese samples. These findings question the capability of traditional surveys to detect cultural differences. It also indicates that cross-cultural leadership research may risk lack of practical relevance. Frontiers Media S.A. 2020-02-18 /pmc/articles/PMC7040226/ /pubmed/32132948 http://dx.doi.org/10.3389/fpsyg.2020.00176 Text en Copyright © 2020 Arnulf and Larsen. http://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
Arnulf, Jan Ketil
Larsen, Kai R.
Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title_full Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title_fullStr Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title_full_unstemmed Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title_short Culture Blind Leadership Research: How Semantically Determined Survey Data May Fail to Detect Cultural Differences
title_sort culture blind leadership research: how semantically determined survey data may fail to detect cultural differences
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7040226/
https://www.ncbi.nlm.nih.gov/pubmed/32132948
http://dx.doi.org/10.3389/fpsyg.2020.00176
work_keys_str_mv AT arnulfjanketil cultureblindleadershipresearchhowsemanticallydeterminedsurveydatamayfailtodetectculturaldifferences
AT larsenkair cultureblindleadershipresearchhowsemanticallydeterminedsurveydatamayfailtodetectculturaldifferences