Social and Behavioral Sciences Commons^™

Evaluating Universities Twitter Web Pages Responding To The Black Lives Matter Movement, Hind Albadi, Thomas Kenny

Faculty Publications: Communication

In the wake of the Black Lives Matter (BLM) movement in May 2020, many colleges and universities responded by making statements on their website and social media channels condemning racism. Higher education institutions began initiatives for diversity, equity, and inclusion (DEI) for faculty, staff, administrators, and students on campus. Three years later, this study investigates whether universities are still offering and promoting workshops, classes, events, and activities related to DEI to campus communities. To do so, the researchers conducted a content analysis on Twitter categorizing tweets over a one-month period, then they classified the Tweets using the top 10 colleges …

Emotional Distress During Covid-19 By Mental Health Conditions And Economic Vulnerability: Retrospective Analysis Of Survey-Linked Twitter Data With A Semisupervised Machine Learning Algorithm, Michiko Ueda-Ballmer, Kohei Watanabe, Hajime Sueki, Davor Mondom

Center for Policy Design and Governance

The brief provides a summary of "Emotional Distress During COVID-19 by Mental Health Conditions and Economic Vulnerability: Retrospective Analysis of Survey-Linked Twitter Data With a Semisupervised Machine Learning Algorithm," co-authored by Michiko Ueda-Ballmer, Kohei Watanabe, and Hajime Sueki and published in the Journal of Medical Internet Research.

Law Library Blog (August 2023): Legal Beagle's Blog Archive, Roger Williams University School Of Law

Law Library Newsletters/Blog

No abstract provided.

Impact Of Difficult Negatives On Twitter Crisis Detection, Yuhao Zhang, Siaw Ling Lo, Phyo Yi Win Myint

Research Collection School Of Computing and Information Systems

Twitter has become an alternative information source during a crisis. However, the short, noisy nature of tweets hinders information extraction. While models trained with standard Twitter crisis datasets accomplished decent performance, it remained a challenge to generalize to unseen crisis events. Thus, we proposed adding “difficult” negative examples during training to improve model generalization for Twitter crisis detection. Although adding random noise is a common practice, the impact of difficult negatives, i.e., negative data semantically similar to true examples, was never examined in NLP. Most of existing research focuses on the classification task, without considering the primary information need of …

Understanding The Consumption Of Antimicrobial Resistance–Related Content On Social Media: Twitter Analysis, Hyunuk Kim, Chris R. Proctor, Dylan Walker, Ronan R. Mccarthy

Business Faculty Articles and Research

Background: Antimicrobial resistance (AMR) is one of the most pressing concerns in our society. Today, social media can function as an important channel to disseminate information about AMR. The way in which this information is engaged with depends on a number of factors, including the target audience and the content of the social media post.

Objective: The aim of this study is to better understand how AMR-related content is consumed on the social media platform Twitter and to understand some of the drivers of engagement. This is essential to designing effective public health strategies, raising awareness about antimicrobial …

Agendamelding And Covid-19: The Dance Of Horizontal And Vertical Media In A Pandemic, J. Benjamin Taylor, Milad Minooie, Chris J. Vargo

Faculty and Research Publications

How are attitudes formed in the 21st Century, and who sets the agenda for initial COVID-19 coverage in the United States? We explore these questions using a random sample of 6 million tweets from a population of 224 million tweets collected between January 2020 and June 2020. In conjunction with a content analysis of legacy media such as newspapers, we examine the second-level agendamelding process during the onset of the COVID-19 pandemic in the United States. The findings demonstrate that in the early weeks of the pandemic, public opinion on Twitter about the virus was distinctly different than the coverage …

Centering Transgender Consumers In Conceptualizations Of Marketplace Marginalization And Digital Spaces, Beck Hansman, Jenna Drenten Ph.D.

School of Business: Faculty Publications and Other Works

The purpose of this study is to center transgender consumers in the conceptualizations between marketplace marginalization and digital spaces. We examine trans-gender crowdfunding as a hashtag-bounded digital space created by and for the transgender community–namely, the #TransCrowdFund digital space on Twitter. We draw on trans digital geographies as a novel analytical lens to focus attention on transgender consumers' unique experiences in and between digital spaces. Through qualitative hashtag mapping, we analyzed a sample of 200 Twitter profiles and accompanying tweets drawn from individuals using the#TransCrowdFund hashtag. Findings suggest transgender consumers utilize crowdfunding as a hashtag-bounded digital space in three ways: …

Champions For Social Good: How Can We Discover Social Sentiment And Attitude-Driven Patterns In Prosocial Communication?, Raghava Rao Mukkamala, Robert J. Kauffman, Helle Zinner Henriksen

Research Collection School Of Computing and Information Systems

The UN High Commissioner on Refugees (UNHCR) is pursuing a social media strategy to inform people about displaced populations and refugee emergencies. It is actively engaging public figures to increase awareness through its prosocial communications and improve social informedness and support for policy changes in its services. We studied the Twitter communications of UNHCR social media champions and investigated their role as high-profile influencers. In this study, we offer a design science research and data analytics framework and propositions based on the social informedness theory we propose in this paper to assess communication about UNHCR’s mission. Two variables—refugee-emergency and champion …

Engaging Antiracist Conversations: Foregrounding Twitter Feeds In Library Guides As A Way To Critically Promote Discussions Of Racial Justice, Anders Tobiason

Library Faculty Publications and Presentations

Academic librarians have often been hesitant to foreground real-time engagement with social justice in our public facing library guides. The guides, more often than not, serve merely to provide access points to “academic” materials and traditional news sources. Perhaps there is a different path. This chapter suggests that engagement with Twitter can point patrons toward the real conversations happening outside (and sometimes inside) academia that are missed when we rely on traditional sources. The critical engagement with social justice issues such as race and technology, or migrant justice, is happening right in front of our eyes on Twitter. This chapter …