Diversity,inclusion & respect: Embedding Indigenous priorities in public library services

ABSTRACT

This article discusses the importance of diversity and inclusion in the design of public library services. Drawing on a case study from the State Library of New South Wales in Australia, the article will outline the focused action of developing an Indigenous Services Business Plan. The Plan promotes inclusion and diversity across the organization to progress Indigenous priorities as core business of the Library. By sharing information on the research and engagement process undertaken, the authors hope to provide a framework that could be utilized by other public libraries to build the inclusion of disadvantaged and diverse communities into the design of library services.     

Disentangling User Samples: A Supervised Machine Learning Approach to Proxy-population Mismatch in Twitter Research

ABSTRACT

This study addresses the issue of sampling biases in social media data-driven communication research. The authors demonstrate how supervised machine learning could reduce Twitter sampling bias induced from “proxy-population mismatch”. Particularly, this study used the Random Forest (RF) classifier to disentangle tweet samples representative of general publics’ activities from non-general—or institutional—activities. By applying RF classifier models to Twitter data sets relevant to four news events and a randomly pooled dataset, the study finds systematic differences between general user samples and institutional user samples in their messaging patterns. This article calls for disentangling Twitter user samples when ordinary user behaviors are the focus of research. It also builds on the development of machine learning modeling in the context of communication research.     

What Happens in Vegas Doesn’t Always Stay in Vegas: Negotiating the Curriculum Leads to Agency and Change

Through a self-study methodology, six doctoral students and a professor examine how our semester long doctoral level class became a transformative space for all participants. We investigate how each individual was able to participate in the construction of a powerful and meaningful learning community, which led to a re-visioning of ourselves as women and teacher educators. Feminist pedagogy and positioning theory provide a guiding framework for both the class and our own reflective research. Our findings include, but are not limited to, showing how negotiating the curriculum led to a doctoral class becoming a safe space and how this negotiation led to transferring democratic practices to our teaching and the tensions associated with that. This work contributes to the field of teacher education as it focuses on the importance of fostering classroom and school cultures where knowledge production is facilitated through democratized practices. Our study highlights the value of creating a learning community where all members, both students and teacher, share power, privilege, and voice. It is in these types of positive educational environments that true meaning making and change can occur.     

Proximity and Terrorism News in Social Media: A Construal-Level Theoretical Approach to Networked Framing of Terrorism in Twitter

This study investigates networked framing of terrorism news in Twitter by distinguishing three proximity effects (geographic, social, and temporal proximity) on audience and media institutional frames (i.e., episodic/thematic and space frames), based on construal-level theory. An analysis of tweets during the Boston Marathon bombing and the Brussels Airport attack finds that institutional and audience frames show similarity but do not always converge on Twitter. Similarities in the audience and institutional frames are attributed to a universal human tendency for social categorization, inherent in the minds of not only ordinary citizens but also journalists. Proximity effects, however, were more salient on audience frames than on institutional frames.     

Journalism Under Threat

Previous studies of intimidation and harassment of journalists have (rightly) focused on non-democratic and authoritarian nations and/or transitional/emerging democracies. In this article, we examine the situation in Sweden, a country with strong de facto and de jure safeguards of journalistic freedom and autonomy. We report the findings from a representative survey of Swedish journalists where three themes are analysed: the extent of harassment, the forms of harassment, and the consequences of intimidation and harassment. The results show that a third of the respondents had experienced threats at work in the past year, and an overwhelming majority said they had received offensive and insulting comments. Intimidation and harassment also had consequences, both professionally and personally, such as fear and self-censorship. We therefore argue that it is time to add the dimension of external pressure and threats to the discussion of journalistic autonomy—including in countries like Sweden.     

How does completing a dissertation transform undergraduate students’ understandings of disciplinary knowledge?

Dissertations are positioned as the capstone of an undergraduate degree, bringing together what students have previously learned from their programmes through a piece of independent research. However, there is limited research into the ways in which engaging in a dissertation has an impact on students’ understandings of disciplinary knowledge. In this article, we explore the relations between students’ accounts of sociological knowledge in their second and third years and how they engage with sociological knowledge in their dissertations. We argue that for the work of the dissertation to have an impact on students’ understanding of sociological knowledge, students need to see their discipline as providing a way of answering their research questions. We explore the implications of this argument for both our understanding of the role of dissertations and research-based learning in universities more generally.     

Test Reliability at the Individual Level

Reliability has a long history as one of the key psychometric properties of a test. However, a given test might not measure people equally reliably. Test scores from some individuals might have considerably greater error than others. This study proposed two approaches using intraindividual variation to estimate test reliability for each person. A simulation study suggested that the parallel tests approach and the structural equation modeling approach recovered the simulated reliability coefficients. Then in an empirical study, where 45 females were measured daily on the Positive and Negative Affect Schedule (PANAS) for 45 consecutive days, separate estimates of reliability were generated for each person. Results showed that reliability estimates of the PANAS varied substantially from person to person. The methods provided in this article apply to tests measuring changeable attributes and require repeated measures across time on each individual. This article also provides a set of parallel forms of PANAS.     

Exploring Inquiry in the Third Space: Case Studies of a Year in an Urban Teacher-Residency Program

Using case studies, we describe what happens from novice to apprentice when preservice teachers learn to teach in an urban teacher-residency (UTR) program with a focus on inquiry. Our UTR operates within a “third space” in teacher education, seeking to realign traditional power relationships and to create an alternate arena where the roles of the university, school, teacher candidate, and community can be reimagined. This third space encourages preservice teachers to be inquirers themselves in order for them to support their students as inquirers.     

A Mental Age-Matched Comparison Study of Delay of Gratification in Children with Down Syndrome

The performance of 25 children with Down syndrome on delay of gratification tasks was compared with that of a mental age-matched group of typically developing children. Delay tasks included both other- and self-imposed tasks. Children with Down syndrome were significantly less able to delay gratification than the comparison group on two of the three tasks. Receptive language was associated with delay on the self-imposed task for the typically developing group but not for children with Down syndrome. It is hypothesised that there may be a lag in the development of self-regulation that is greater than the lag between chronological and mental age for children with Down syndrome, with expressive language playing a role in this lag. The practice of using mental age as the method for matching groups of children with Down syndrome with typically developing children is called into question by the results of this study.