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Arts-integration is a promising approach to building students’ abilities to create and critique arguments with data, also known as informal inferential reasoning (IIR). However, differences in disciplinary practices and routines, as well as school organization and culture, can pose barriers to subject integration. The purpose of this study is to describe synergies and tensions between data science and the arts, and how these can create or constrain opportunities for learners to engage in IIR.

The authors co-designed and implemented four arts-integrated data literacy units with 10 teachers of arts and mathematics in middle school classrooms from four different schools in the USA. The data include student-generated artwork and their written rationales, and interviews with teachers and students. Through maximum variation sampling, the authors identified examples from the data to illustrate disciplinary synergies and tensions that appeared to support different IIR processes among students.

Aspects of artistic representation, including embodiment, narrative and visual image; and aspects of the culture of arts, including an emphasis on personal experience, the acknowledgement of subjectivity and considerations for the audience’s perspective, created synergies and tensions that both offered and hindered opportunities for IIR (i.e. going beyond data, using data as evidence and expressing uncertainty).

This study answers calls for humanistic approaches to data literacy education. It contributes an interdisciplinary perspective on data literacy that complements other context-oriented perspectives on data science. This study also offers recommendations for how designers and educators can capitalize on synergies and mitigate tensions between domains to promote successful IIR in arts-integrated data literacy education.

Guided by paradox theory, the study aims to significantly advance Sustainability in Higher Education Institutions (SHEI) scholarship and inform change agents’ (CAs) practices by uncovering the tensions underlying the challenges CAs face in embedding sustainability in their universities and learning about potential strategies to manage these tensions.

The authors conducted a multi-step, mix-methods study including interviews (n = 15), an online survey (n = 36) and focus groups (n = 29) with CAs from 17 of Austria’s 22 public universities. Participating CAs consisted of faculty, staff and administrators with leading roles in their Higher Education Institutions’ sustainability change processes.

Austrian SHEI CAs’ responses revealed 15 tensions at and between the individual, organizational and system level addressing academic, organizational and external stakeholder engagement aspects. Six tensions were selected for more in-depth exploration including elaboration of management strategies, building on CAs’ experiences. Results revealed examples of acceptance, separation and synthesis strategies.

Based on the exploratory nature of our study, the authors do not claim to have identified a comprehensive list of tensions underlying the challenges faced by SHEI CAs, nor of all potential management strategies.

Although this study focused exclusively on Austrian SHEI CAs, the challenges they shared were consistent with those in the literature and, thus, insights should also support the CAs’ efforts in other countries.

This study offers novel perspectives on how to manage the challenges to SHEI. To the best of the authors’ knowledge, it is the first to describe paradox theory-informed management strategies recommended by a heterogenous group of SHEI CAs to address the barriers they face in transforming their universities toward sustainability.

In this chapter, the interplay between the development of the discipline, the development of the field of study, and the emergence of professional fields is examined using the example of mathematics. In connection with the formation of the modern research university, mathematics has emerged as an independent scientific discipline and as an independent field of study. In the process, mathematics attains a high degree of formalization and internal coherence. This is the basis for the penetration of mathematicians into more and more professional fields, even outside science. Real problems or real facts are reduced to aspects that are amenable to mathematical modeling by treating them as quantifiable parameters. As mathematics expands as a field of study, more and more professional sectors become applications of mathematical models. As a consequence, more mathematical fields of study are differentiating themselves, specializing in these application fields. This chapter analyzes this dynamic and its preconditions.

Proenvironmental hotels and hotels with green initiatives are emerging as a method to address environmental issues and respond to tourists’ environmental concerns. To better understand what can encourage reservations in proenvironmental hotels, this study aims to investigate the connection between the performing arts watching experience and the preference for such a hotel.

Five scenario-based experiments were conducted. A total of 1,024 participants for the five studies were recruited with the help of Credamo, a commonly used Chinese data collection platform.

The results indicated that viewing performing arts could increase tourists’ preferences for proenvironmental hotels. This phenomenon occurred due to the fact that performing arts watching experience can induce a psychological state of self-transcendence in individuals, which, in turn, can raise their levels of altruism, and ultimately lead to proenvironmental hotel choices. This effect will not occur, however, when people watch performing arts with either an extrinsic motivation or in an analytical state.

The findings of this study provide hotel managers with a novel approach to market the proenvironmental attributes of their hotels and to promote tourists’ proenvironmental behaviors.

This study proposes performing arts viewing experiences as a novel way to encourage proenvironmental hotel choice. To the best of the authors’ knowledge, this is the first study to explore the impact of the performing arts watching experience on tourist behavior.

Customer misbehavior has a negative impact on frontline employees. However, the underlying mechanisms from customer misbehavior to employees’ negative outcomes need to be further unfolded and examined. This study aims to propose that employees’ affective rumination and problem-solving pondering could be the explanatory processes of customer misbehavior influencing employee attitudes in which coworker support could be a moderator.

A mixed-method approach was designed to test this study’s predictions. Study 1 conducted a scenario-based experiment among 215 full-time hospitality employees, and Study 2 used a two-wave, longitudinal survey of 305 participants.

The results demonstrate the impact of customer misbehavior on work–family conflict and withdrawal behaviors. The mediating role of affective rumination is supported and coworker support moderates the processes.

Customer misbehavior leads to negative outcomes among frontline employees both at work and family domains. Hotel managers should help frontline employees to cope with customer misbehavior by avoiding negative affective spillover and providing support properly.

The studies have unfolded the processes of affective rumination and problem-solving pondering through which customer misbehavior influences work–family conflict and withdrawal behaviors among frontline employees. The surprising findings that coworker support magnified the negative effects have also been discussed.

The aim of this study is to investigate how the information needs satisfaction of visual art teachers affects their creativity. Visual art teachers’ information seeking behaviour and specifically the association of information needs satisfaction with creativity has been an understudied area, despite competent information seeking being considered essential for high quality practices of art teachers.

A questionnaire survey was developed addressing the information seeking behaviour of art teachers, informed by Wilson’s model (1981), including visual art teachers’ information needs, information resources, obstacles faced while seeking information and the perceived impact of information needs satisfaction on visual art teachers’ creativity.

The study included 298 visual art teachers in Greece. The results demonstrated that the key information needs of art teachers were mainly related to materials’ properties, techniques for creating artwork and artwork promotion methods. Online information sources were the preferred sources of art information, followed by colleagues, personal collections and visits to galleries and museums. Our study identified lack of time, lack of specialized libraries and copyright, as the main barriers to information seeking.

Information about art plays a substantial role in visual art education, while visual art teachers’ information needs satisfaction positively influences their creative endeavours. There is a need to further explore the digital information needs of visual art teachers.

This paper aims to investigate the role of multidisciplinary course requirements in shaping student attitudes toward sustainability and education for sustainable development. Previous research indicates that students conceptualize sustainability based on their academic discipline; thus, this research investigates whether there is a difference in student attitudes toward sustainability at Grenfell Campus, Memorial University of Newfoundland, where students are encouraged to cross the borders of their academic disciplines.

This research reports on the findings from a mixed-methods study to assess the impact of program requirements on student attitudes toward sustainability and education for sustainable development at Grenfell Campus, Memorial University of Newfoundland. In phase one, an anonymous survey was administered to students regarding their perceptions and attitudes toward sustainability and education for sustainable development. The survey yielded 100 usable responses. Phase 2 consisted of a series of 10 semi-structured expert interviews with key faculty and staff at Grenfell Campus and a representative from the City of Corner Brook, which gave further insights regarding sustainability programming and campus culture.

Contrary to previous research, the results of this research indicate that the School of Study does not have a statistically significant impact on student attitudes toward sustainability. This may be attributed to Grenfell Campus’s Breadth of Knowledge requirement within the School of Arts and Social Science and the School of Science and the Environment, which requires that students take elective courses from a broad range of subject matter to develop their holistic awareness of social, cultural, scientific and political issues.

The results of this research indicate that students who are exposed to broad multidisciplinary requirements may be more likely to have positive attitudes toward sustainability than students who focus on a single discipline.

A limited number of studies investigate the impact of core program requirements on student attitudes toward sustainability. This paper promotes an effective way of raising sustainability-literate young people/citizens in a Canadian higher education context.

This study examines a controversial issue (biotechnology) and how news disputes about misinformation related to the issue impacts individuals' attitudes toward a biotechnology company and their trust in the media source.

This study conducts a 2 (risk: low vs. high) x 2 (pre-existing attitude: anti gene-editing technology vs. pro gene-editing technology) x 2 (dispute message: absent vs. present) x 2 (media source: Buzzfeed vs NYT) factorial online experiment using a Qualtrics panel (N = 1,080) to examine the impact on individuals' attitudes toward a biotechnology company and trust in the media source.

Results indicate that dispute messages enhance attitudes toward the company but decrease trust in media sources. Interaction effects between pre-existing attitude and the dispute message, along with perceived risk and the dispute message, illustrate stark differences in how individuals with favorable vs. unfavorable pre-existing attitudes assessed the company after viewing the dispute message.

This study applies arguments from extant literature about prebunking and debunking misinformation. Specifically, this study investigates how dispute messages, a form of debunking through source derogation, actually impact individuals' perceptions of media credibility and/or their attitudes about the content they are reading. The study findings also reveal new insights regarding the interaction between pre-existing attitudes and perceived risk, as well as how dispute messages interact with each of the aforementioned factors.