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Georgia State University

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Network analysis

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Full-Text Articles in Education

Understanding Congressional Coalitions: A Discourse Network Analysis Of Congressional Hearings For The Every Student Succeeds Act, Yinying Wang Jan 2020

Understanding Congressional Coalitions: A Discourse Network Analysis Of Congressional Hearings For The Every Student Succeeds Act, Yinying Wang

Educational Policy Studies Faculty Publications

The purpose of this study is to investigate policy coalitions of the Every Student Succeeds Act (ESSA) at U.S. congressional hearings. This study is grounded in the advocacy coalition framework, which argues that advocacy coalitions are forged by policy actors who have similar policy preferences. To identify the coalitions, according to the policy claims articulated by policy actors, discourse network analysis was performed to examine 30 testimonies in the congressional hearings on ESSA since its passage in 2015. The policy actors fall into eight categories: (1) federal administrative and executive offices, (2) state administrative and executive offices, (3) teachers unions, …


The Panorama Of The Last Decade’S Theoretical Groundings Of Educational Leadership Research: A Concept Co-Occurrence Network Analysis, Yinying Wang Jan 2018

The Panorama Of The Last Decade’S Theoretical Groundings Of Educational Leadership Research: A Concept Co-Occurrence Network Analysis, Yinying Wang

Educational Policy Studies Faculty Publications

Purpose: Given the essential role of theories in research, this study aims to identify the theories and concepts undergirding educational leadership research, illuminate the interconnections among them, and examine the evolution of the theoretical groundings of the field from 2005 to 2014.

Methods: This study constructed a concept co-occurrence network, in which the nodes represent all the framing concepts that theoretically framed the 1,328 articles published in four leading educational leadership research journals (Educational Administration Quarterly, Journal of Educational Administration, Educational Management Administration & Leadership, and Journal of School Leadership) over the past decade and the ties …


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 …