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Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail

Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition...

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Detalles Bibliográficos
Autores principales: Wang, Jing, Madnick, Stuart, Li, Xitong, Alstott, Jeff, Velu, Chander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589319/
https://www.ncbi.nlm.nih.gov/pubmed/26422171
http://dx.doi.org/10.1371/journal.pone.0134811
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author Wang, Jing
Madnick, Stuart
Li, Xitong
Alstott, Jeff
Velu, Chander
author_facet Wang, Jing
Madnick, Stuart
Li, Xitong
Alstott, Jeff
Velu, Chander
author_sort Wang, Jing
collection PubMed
description Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition data set, we analyzed the differences in mobilization speed between users of Facebook and e-mail. We include other factors that may influence mobilization speed (gender, age, timing, and homophily of information source) in our model as control variables in order to isolate the effect of such factors. We show that, in this experiment, although more people used e-mail to recruit, the mobilization speed of Facebook users was faster than that of those that used e-mail. We were also able to measure and show that the mobilization speed for Facebook users was on average seven times faster compared to e-mail before controlling for other factors. After controlling for other factors, we show that Facebook users were 1.84 times more likely to register compared to e-mail users in the next period if they have not done so at any point in time. This finding could provide useful insights for future social mobilization efforts.
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spelling pubmed-45893192015-10-02 Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail Wang, Jing Madnick, Stuart Li, Xitong Alstott, Jeff Velu, Chander PLoS One Research Article Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition data set, we analyzed the differences in mobilization speed between users of Facebook and e-mail. We include other factors that may influence mobilization speed (gender, age, timing, and homophily of information source) in our model as control variables in order to isolate the effect of such factors. We show that, in this experiment, although more people used e-mail to recruit, the mobilization speed of Facebook users was faster than that of those that used e-mail. We were also able to measure and show that the mobilization speed for Facebook users was on average seven times faster compared to e-mail before controlling for other factors. After controlling for other factors, we show that Facebook users were 1.84 times more likely to register compared to e-mail users in the next period if they have not done so at any point in time. This finding could provide useful insights for future social mobilization efforts. Public Library of Science 2015-09-30 /pmc/articles/PMC4589319/ /pubmed/26422171 http://dx.doi.org/10.1371/journal.pone.0134811 Text en © 2015 Wang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wang, Jing
Madnick, Stuart
Li, Xitong
Alstott, Jeff
Velu, Chander
Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title_full Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title_fullStr Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title_full_unstemmed Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title_short Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail
title_sort effect of media usage selection on social mobilization speed: facebook vs e-mail
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589319/
https://www.ncbi.nlm.nih.gov/pubmed/26422171
http://dx.doi.org/10.1371/journal.pone.0134811
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