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As data-driven tools increasingly shape our life and tech ethics crises become strikingly frequent, data ethics coursework is urgently needed. The purpose of this study is to map the field of data ethics curricula, tracking relations between courses, instructors, texts and writers, and present a proof-of-concept interactive website for exploring these relations. This method is designed to be used in curricular research and development and provides multiple vantage points on this multidisciplinary field.

The authors use data science methods to foster insights about the field of data ethics education and literature. The authors present a semantic, linked open data graph in the Resource Description Framework, along with proof-of-concept analyses and an exploratory website. Its framework is open-source and language-agnostic, providing the seed for future contributions of code, syllabi and resources from the global data ethics community.

This method provides a convenient means of exploring an overview of the field of data ethics’ social and textual relations. For educators designing or refining a course, the authors provide a method for curricular introspection and discovery of transdisciplinary curricula.

The syllabi the authors have collected are self-selected and represent only a subset of the field. Furthermore, this method exclusively represents a course’s assigned literature rather than a holistic view of what courses teach. The authors present a prototype rather than a finished product.

This curricular survey provides a new way of modeling a field of study, using existing ontologies to organize graph data into a comprehensible overview. This framework may be repurposed to map the institutional knowledge structures of other disciplines, as well.

Considers factors relating to bone loss. Looks at the scientific background with regard to calcium and its effects with regard to bone loss. Reports on the aims of a study in this area which will involve factors such as the measurement of bone loss and a thorough nutritional analyses.

Although there are a number of hybrid tropes and cross-over conventions that relate to contemporary action cinema, broken down to its most rudimentary components, the genre places its cinematic hero in scenes of ritualised violence or conflict, with the intent of showcasing both athletic mastery and aesthetically pleasing physiques for interested and invested audiences. In as much as it is difficult to define the contemporary genre, the role of the action hero is clear in all permutations. Indeed, there is little question or query about who or what makes for a popular and long-standing action star. After all, names such as Stallone, Schwarzenegger and Statham have become inextricably linked to the genre in question. While there is much to consider here in relation to the muscles and power of these hard-bodied heroes in sweaty vests or form fitting t-shirts, there is another iteration of masculinity, a different and more agile physique, a more refined sartorial code, that has quietly overtaken these macho figures as the site of contemporary action, and that figure is Keanu Reeves. With this in mind, this chapter will examine the ways in which popular media reviewers foreground star image, acting, movement, the body and performance in order to position Reeves as an action star removed from the physical excesses of bulkier, slower and less agile men who continue to perform in the genre around him.

Most college athletics department have not sold corporate naming rights to their athletics facilities. Popp et al. (2016) suggests two primary reasons: (1) difficulty in determining proper valuation and (2) fear of stakeholder backlash. The purpose of the current study is to address both concerns by utilizing a hedonic pricing model predicting collegiate naming rights values and utilizing fixed-effects models to determine if consumer behavior (event attendance and donations) is impacted by a corporate name change.

Data from 110 naming rights agreements among NCAA Division I programs were examined, alongside market-related variables, institution-related variables and venue-related variables. Utilizing hierarchical model building to reduce independent variables and OLS regression modeling, significant relationships with annual value of naming rights agreements were uncovered. Fixed effects models were utilized to determine if naming rights impacted attendance and donations.

A final model explained more than 53% of the variance in average annual value of naming rights agreements, with three significant factors: (1) attendance, (2) all-time winning percentage and (3) venue construction cost. Fixed-effects models revealed no significant differences in attendance or donations after a naming rights deal was signed.

Corporate naming rights agreements for college athletics facilities are a recent phenomenon. While a similar study examining drivers of collegiate sport naming rights was previously conducted, the current study revealed a shifting marketplace. In addition, no prior study has examined the impact of a corporate naming rights agreement on future attendance and donations.

This study aims to explore homeless-support workers’ perceptions of homeless welfare recipients and their experiences of navigating new conditions placed upon them by UK welfare reform. It examines support workers’ views of the most punitive feature of the welfare system, sanctions, on those recipients.In 2012, the Conservative and Liberal Democrat Coalition Government introduced the largest and most radical overhaul of the UK benefit system, significantly increasing the level of conditionality and sanctions for non-compliance, part of a shift in welfare, suggesting that rights must be balanced by responsibility and the “culture of worklessness” and “benefit dependency” should be addressed.

Welfare reforms in the UK and the increased use of sanctions as part of welfare conditionality are reviewed. Data are collected from eight semi-structured interviews taking place in five housing support groups in the South East and South West of England in 2019–2020. The interviews followed an approach from interpretive phenomenological analysis.

Findings from this study indicate that the government’s reforms serve as a disciplinary measure for the poor, reinforcing inequality and social marginalization. To mitigate the effects would require a comprehensive review of universal credit prior to its full rollout to claimants. Data are analyzed thematically.

Welfare conditionality and welfare reform is well-researched in the UK. There is also a significant volume of research concerning homelessness. This paper, however, fills a gap in research concerning the experiences of those working in housing support agencies working with homeless people in the UK.

The purpose of this paper is to interrogate the relationship between self-reported levels of acute stress, perceived social support and interactions with robot animals in an academic library. The authors hypothesized that (1) participants would report lower stress and higher positive affect after their interaction with a robot support animal and (2) perceived supportiveness of the robot support animal would positively predict the amount of stress reduction the participants reported.

The authors hosted a robot petting zoo in the main library at a mid-sized Midwestern university during finals week. Participants were asked to rate their stress level prior to interacting with the robot pets (T1) and then after their interaction they were asked about their current stress level and the perceived supportiveness of the robot animal (T2). Data were analyzed using paired samples t-tests for the pretest and post-test scores.

The results showed a significant decrease in acute stress between T1 to T2, as well as a significant increase in happiness and relaxation. Participants reported feeling less bored and less tired after their interactions with the robot support animals. The findings also reveal that the degree to which individuals experienced a reduction in stress was influenced by their perceptions of the robot animal's supportiveness. Libraries could consider using robot pet therapy.

This study reveals the benefit of robot support animals to reduce stress and increase happiness of those experiencing acute stress in a library setting. The authors also introduce the concept of socially supportive contact as a type of unidirectional social support.

Learning analytics are often used as proxies for student engagement. More qualitative data on how post-secondary students engage with course elements are needed to guide the design, development and deployment of learning analytics information, particularly in the use of nudge techniques.

In the context of a graduate-level quantitative course within a public health core curriculum, the following research questions were explored: What do students cite as their motivations when making decisions about whether, when or how to engage with course content and learning supports? and What are student reactions to visual prompts designed to activate these motivations? This qualitative study included two phases of interviews: (1) in-depth interviews with screen sharing as students interacted with the learning management system and (2) in-depth interviews as students reviewed pairs of visual prompts that could potentially be used as behavioral nudges.

The study found that student motivations when making decisions about course content and learning supports principally fell into three categories: learning, doing and performing and that all participants attributed their visual prompt preferences to personal motivations or self-perceptions as learners.

We acknowledge the limitations for external validity and generalizability of the findings in this study. The goal of this formative design research was not to assess the relationship between study habits and motivations and learning outcomes; rather, it was to provide insight to researchers and practitioners seeking to develop, test or employ nudges based on learner study habits. We also acknowledge the small sample size for Phase 2. The aim of Phase 2 was not to identify emergent themes through content analysis but to explore student reactions to nudges mapped to the Damgaard and Nielsen (2018) typology as part of investigating its salience in applications informed by Phase 1 learner study habits.

Insights from this study could not only be used to design engagement-focused interventions to be applied in education but also in sectors such as training or organizational development. Educators could incorporate the study’s findings to create more engaging learning environments or curricula, fostering active participation and improved learning outcomes and inform policies in education, public programs or workforce development by encouraging evidence-based engagement practices.

The motivation categories that emerged here – learning, doing and performing – are consistent with studies delving into motivational constructs in education like expectancy value theory, self-regulation and achievement orientation (Ames and Archer, 1988; Pintrich and De Groot, 1990; Wigfield, 1994) and can be leveraged to design interventions that increase engagement, which has been shown in previous work to be lower than hoped (Garbers et al., 2022) to support student educational outcomes.