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Georgia State University

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2017

Network analysis

Articles 1 - 2 of 2

Full-Text Articles in Education

The Social Networks And Paradoxes Of The Opt-Out Movement Amid The Common Core State Standards Implementation, Yinying Wang Jan 2017

The Social Networks And Paradoxes Of The Opt-Out Movement Amid The Common Core State Standards Implementation, Yinying Wang

Educational Policy Studies Faculty Publications

Opting out of state standardized tests has recently become a movement—a series of grassroots, organized efforts to refuse to take high-stakes state standardized tests. In particular, the opt-out rates in the state of New York reached 20% in 2015 and 21% in 2016. This study aims to illustrate the social networks and examine the paradoxes that have propelled the opt-out movement in New York—the movement’s epicenter with the highest opt-out rate in the United States. Drawing on the conceptual frameworks of social movement theory, social network theory, and policy paradox, this study compiled the opt-out corpus by using the data …


Common Core State Standards On Twitter: Public Sentiment And Opinion Leaders, Yinying Wang, David J. Fikis Jan 2017

Common Core State Standards On Twitter: Public Sentiment And Opinion Leaders, Yinying Wang, David J. Fikis

Educational Policy Studies Faculty Publications

The purpose of this study is to examine the public opinion on the Common Core State Standards (CCSS) on Twitter. Using Twitter API, we collected the tweets containing the hashtags #CommonCore and #CCSS for 12 months from 2014 to 2015. A Common Core corpus was created by compiling all the collected 660,051 tweets. The results of sentiment analysis suggest Twitter users expressed overwhelmingly negative sentiment towards the CCSS in all 50 states. Five topic clusters were detected by cluster analysis of the hashtag co-occurrence network. We also found that most of the opinion leaders were those who expressed negative sentiment …