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Social media use and participation: a meta-analysis of current research

2015· article· en· 1,259 citations· W2016614869 on OpenAlex· 10.1080/1369118x.2015.1008542

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.718
GPT teacher head0.545
Teacher spread
0.173 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

AbstractSocial media has skyrocketed to popularity in the past few years. The Arab Spring in 2011 as well as the 2008 and 2012 Obama campaigns have fueled interest in how social media might affect citizens’ participation in civic and political life. In response, researchers have produced 36 studies assessing the relationship between social media use and participation in civic and political life. This manuscript presents the results of a meta-analysis of research on social media use and participation. Overall, the metadata demonstrate a positive relationship between social media use and participation. More than 80% of coefficients are positive. However, questions remain about whether the relationship is causal and transformative. Only half of the coefficients were statistically significant. Studies using panel data are less likely to report positive and statistically significant coefficients between social media use and participation, compared to cross-sectional surveys. The metadata also suggest that social media use has minimal impact on participation in election campaigns.Keywords: social mediasocial networkingpoliticssocial movementsresearch methodology Notes on contributorShelley Boulianne earned her Ph.D. in sociology from the University of Wisconsin-Madison. She conducts research on media use and public opinion, as well as civic and political engagement, using meta-analysis techniques, experiments and surveys. In 2013, she won the Best Paper award from the Communication and Information Technologies section of the American Sociological Association. [email: bouliannes@macewan.ca]

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The record

Venue
Information Communication & Society
Topic
Social Media and Politics
Field
Social Sciences
Canadian institutions
MacEwan University
Funders
Keywords
PopularitySocial mediaTransformative learningMetadataCivic engagementPoliticsPublic relationsSociologySurvey data collectionMass mediaPolitical scienceSocial sciencePsychologySocial psychologyPedagogy
Has abstract in OpenAlex
yes