Purpose: This study aims to examine the role of key network actors in relation to the discourse structure of a microblogging hashtag stream within a global agricultural educators' conference over two years. Prior work in online networks suggests that participation is dominated by highly active members, and in this study, the authors focus on…

Computational social science methods provide a better understanding of how social work education programs use Twitter. Data mining and sentiment analysis of 2,509 tweets were conducted using the Information, Community, and Action conceptual framework. Programs primarily tweet content related to the theme of Information and the tone of the tweets…

Social networks play a relevant role in the construction of narratives on disability and inclusive education. This paper categorises the themes of the most viral publications on Instagram, YouTube and Twitter X, with a twofold objective: to identify the social actors associated with them and to comparatively analyse the value of thematic use for…

Twitter is a valuable resource for research because of its potential to provide insight into public opinion as well as to identify the most influential sources of information. Mixed-methods exploratory analysis was used to evaluate the discourse on Twitter regarding gifted education. The results of the quantitative analysis of the matrix of…

The potential of social media to create open, collaborative and participatory spaces allows young women to engage and empower themselves in political and social activism. In this context, the objective of this research is to analyze the polarization in the debate at the intersection between the defense of feminism and transsexuality, preferably…

Networking plays an important role in research projects to build a community and audience around a research area. Using social media is popular in project communication as it provides the ability to engage with a group of followers daily. Such online networking tools provide the advantage of providing nearrealtime data, which can be used to…

This paper presents personal insights and discussions on the exploration of specific strategies which relate to data collection and analysis used to support the focus group discussion data collection and preliminary analysis of a doctoral research entitled "Undergraduate students' experiences of learning with digital multimodal texts."…

The goal of this study was to investigate what is known about the demographic characteristics of Twitter influencers in academic medicine. We conducted a literature search and scoping review exploring the demographic characteristics of Twitter influencers in academic medicine. Included studies evaluated Twitter influence by any metric and reported…

This dissertation examines conversations and attitudes about mental health in Twitter discourse. The research uses big data collection, machine learning classification, and social network analysis to answer the following questions (1) what mental health topics do people discuss on Twitter? (2) Have patterns of conversation changed over time? Have…

In the last decade, social media have become important tools for educator professional development, learning and community. While education has traditionally proven to be an isolating profession, technologies such as Twitter offer opportunities for educators to collaborate beyond their school, district, region and nation. Education-related Twitter…

This mixed methods study addresses a knowledge gap in the nature and effects of networked scholarship. We analyze #DigPed, a Twitter hashtag on critical pedagogy, through the lens of Tufekci's "capacities and signals" framework in order to understand how educational narratives develop and spread on #DigPed. Using social network analysis…

E-learning occupies an increasingly prominent place in education. It provides the learner with a rich virtual network where he or she can exchange ideas and information and create synergies through interactions with other members of the network, whether fellow learners or teachers. Social network analysis (SNA) has proven extremely powerful at…

High schoolers' creative thinking and complex problem-solving abilities are important for determining achievement. There is a need to investigate whether spiritual training delivered via a microblogging social networking platform would be effective. This article reports a study that examines the impact of Twitter-based spiritual posts on high…

The aim of this investigation was to gain an understanding of the use of institutional social media accounts by graduate departments. This study focused particularly on the social media accounts of instructional design (ID) graduate programs. Content and statistical analyses were conducted to examine 24,948 tweets posted by ID programs (n = 22) on…

This article examines how students can use the ePortfolio tool and platform to facilitate and foster increased opportunities for interactions with formal academic advisors and informal mentors. The learning documented within an ePortfolio can be especially useful as a resource for advisors and mentors who are looking not only to connect with their…