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Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics

With the rapid global proliferation of social media, there has been growing interest in using this existing source of easily accessible ‘big data’ to develop social science knowledge. However, amidst the big data gold rush, it is important that long-established principles of good social research are...

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Detalles Bibliográficos
Autor principal: Jensen, Eric Allen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5589095/
https://www.ncbi.nlm.nih.gov/pubmed/28880882
http://dx.doi.org/10.1371/journal.pone.0180080
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author Jensen, Eric Allen
author_facet Jensen, Eric Allen
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description With the rapid global proliferation of social media, there has been growing interest in using this existing source of easily accessible ‘big data’ to develop social science knowledge. However, amidst the big data gold rush, it is important that long-established principles of good social research are not ignored. This article critically evaluates Mitchell et al.’s (2013) study, ‘The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place’, demonstrating the importance of attending to key methodological issues associated with secondary data analysis.
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spelling pubmed-55890952017-09-15 Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics Jensen, Eric Allen PLoS One Formal Comment With the rapid global proliferation of social media, there has been growing interest in using this existing source of easily accessible ‘big data’ to develop social science knowledge. However, amidst the big data gold rush, it is important that long-established principles of good social research are not ignored. This article critically evaluates Mitchell et al.’s (2013) study, ‘The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place’, demonstrating the importance of attending to key methodological issues associated with secondary data analysis. Public Library of Science 2017-09-07 /pmc/articles/PMC5589095/ /pubmed/28880882 http://dx.doi.org/10.1371/journal.pone.0180080 Text en © 2017 Eric Allen Jensen http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Formal Comment
Jensen, Eric Allen
Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title_full Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title_fullStr Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title_full_unstemmed Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title_short Putting the methodological brakes on claims to measure national happiness through Twitter: Methodological limitations in social media analytics
title_sort putting the methodological brakes on claims to measure national happiness through twitter: methodological limitations in social media analytics
topic Formal Comment
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5589095/
https://www.ncbi.nlm.nih.gov/pubmed/28880882
http://dx.doi.org/10.1371/journal.pone.0180080
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