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How Mean is the Mean?

In this paper we voice concerns about the uncritical manner in which the mean is often used as a summary statistic in psychological research. We identify a number of implicit assumptions underlying the use of the mean and argue that the fragility of these assumptions should be more carefully conside...

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Detalles Bibliográficos
Autores principales: Speelman, Craig P., McGann, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3719041/
https://www.ncbi.nlm.nih.gov/pubmed/23888147
http://dx.doi.org/10.3389/fpsyg.2013.00451
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author Speelman, Craig P.
McGann, Marek
author_facet Speelman, Craig P.
McGann, Marek
author_sort Speelman, Craig P.
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description In this paper we voice concerns about the uncritical manner in which the mean is often used as a summary statistic in psychological research. We identify a number of implicit assumptions underlying the use of the mean and argue that the fragility of these assumptions should be more carefully considered. We examine some of the ways in which the potential violation of these assumptions can lead us into significant theoretical and methodological error. Illustrations of alternative models of research already extant within Psychology are used to explore methods of research less mean-dependent and suggest that a critical assessment of the assumptions underlying its use in research play a more explicit role in the process of study design and review.
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spelling pubmed-37190412013-07-25 How Mean is the Mean? Speelman, Craig P. McGann, Marek Front Psychol Psychology In this paper we voice concerns about the uncritical manner in which the mean is often used as a summary statistic in psychological research. We identify a number of implicit assumptions underlying the use of the mean and argue that the fragility of these assumptions should be more carefully considered. We examine some of the ways in which the potential violation of these assumptions can lead us into significant theoretical and methodological error. Illustrations of alternative models of research already extant within Psychology are used to explore methods of research less mean-dependent and suggest that a critical assessment of the assumptions underlying its use in research play a more explicit role in the process of study design and review. Frontiers Media S.A. 2013-07-23 /pmc/articles/PMC3719041/ /pubmed/23888147 http://dx.doi.org/10.3389/fpsyg.2013.00451 Text en Copyright © Speelman and McGann. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Psychology
Speelman, Craig P.
McGann, Marek
How Mean is the Mean?
title How Mean is the Mean?
title_full How Mean is the Mean?
title_fullStr How Mean is the Mean?
title_full_unstemmed How Mean is the Mean?
title_short How Mean is the Mean?
title_sort how mean is the mean?
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3719041/
https://www.ncbi.nlm.nih.gov/pubmed/23888147
http://dx.doi.org/10.3389/fpsyg.2013.00451
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