Calls for greater diversity, especially in relation to the appointment of arbitrators, have been prevalent for some time in the international arbitration community, followed by several initiatives being set up to address the issue. While the primary focus of the diversity debate has been on gender, there have also been calls to expand and diversify the profile of the arbitrator pool to include more non-Western and non-White arbitrators. For several years, scholars and practitioners have argued for countless benefits of increased racial diversity, such as an increased acceptability and legitimacy of the arbitration process. There is a consensus that in a deliberative process like ADR, practitioners should reflect their claimants’ demographics. The existence of diverse panels helps further the aims of meticulous and accurate fact-finding approaches. Similarly, they argue that the lack of racial diversity may directly and negatively affect the quality of arbitration awards. This blog post will focus on the lack of diversity of African arbitrators appointed to resolve international arbitration proceedings, as well as initiatives that are being set up to address such issues. The focus on African ethnicity is given for two reasons: 1) African countries are no strangers to arbitration. Nearly 100 arbitral institutions exist across Africa. 2) There has been an increase of arbitration proceedings emanating from African regions, while there has been a minimal growth in the ethnic diversity of arbitrators appointed to resolve these disputes. This article was originally published on https://commercialarbitrationineurope.wordpress.com/2021/06/29/diversity-in-arbitration-the-lack-of-racial-diversity-in-international-arbitral-tribunals/
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Abstract Aims: Medical case vignettes play a crucial role in medical education, yet they often fail to authentically represent diverse patients. Moreover, these vignettes tend to oversimplify the complex relationship between patient characteristics and medical conditions, leading to biased and potentially harmful perspectives among students. Displaying aspects of patient diversity, such as ethnicity, in written cases proves challenging. Additionally, creating these cases places a significant burden on teachers in terms of labour and time. Our objective is to explore the potential of artificial intelligence (AI)-assisted computer-generated clinical cases to expedite case creation and enhance diversity, along with AI-generated patient photographs for more lifelike portrayal. Methods: In this study, we employed ChatGPT (OpenAI, GPT 3.5) to develop diverse and inclusive medical case vignettes. We evaluated various approaches and identified a set of eight consecutive prompts that can be readily customized to accommodate local contexts and specific assignments. To enhance visual representation, we utilized Adobe Firefly beta for image generation. Results: Using the described prompts, we consistently generated cases for various assignments, producing sets of 30 cases at a time. We ensured the inclusion of mandatory checks and formatting, completing the process within approximately 60 min per set. Conclusions: Our approach significantly accelerated case creation and improved diversity, although prioritizing maximum diversity compromised representativeness to some extent. While the optimized prompts are easily reusable, the process itself demands computer skills not all educators possess. To address this, we aim to share all created patients as open educational resources, empowering educators to create cases independently.
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The relationship between race and biology is complex. In contemporary medical science, race is a social construct that is measured via self-identification of study participants. But even though race has no biological essence, it is often used as variable in medical guidelines (e.g., treatment recommendations specific for Black people with hypertension). Such recommendations are based on clinical trials in which there was a significant correlation between self-identified race and actual, but often unmeasured, health-related factors such as (pharmaco) genetics, diet, sun exposure, etc. Many teachers are insufficiently aware of this complexity. In their classes, they (unintentionally) portray self-reported race as having a biological essence. This may cause students to see people of shared race as biologically or genetically homogeneous, and believe that race-based recommendations are true for all individuals (rather than reflecting the average of a heterogeneous group). This medicalizes race and reinforces already existing healthcare disparities. Moreover, students may fail to learn that the relation between race and health is easily biased by factors such as socioeconomic status, racism, ancestry, and environment and that this limits the generalizability of race-based recommendations. We observed that the clinical case vignettes that we use in our teaching contain many stereotypes and biases, and do not generally reflect the diversity of actual patients. This guide, written by clinical pharmacology and therapeutics teachers, aims to help our colleagues and teachers in other health professions to reflect on and improve our teaching on race-based medical guidelines and to make our clinical case vignettes more inclusive and diverse.
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Mobility hubs facilitate multimodal transport and have the potential to improve the accessibility and usability of new mobility services. However, in the context of increasing digitalisation, using mobility hubs requires digital literacy or even owning a smartphone. This constraint may result in the exclusion of current and potential users. Digital kiosks might prove to be a solution, as they can facilitate the use of the services found at mobility hubs. Nevertheless, knowledge of how digital kiosks may improve the experience of disadvantaged groups remains limited in the literature. As part of the SmartHubs project, a field test with a digital kiosk was conducted with 105 participants in Brussels (Belgium) and Rotterdam (The Netherlands) to investigate the intention to use it and its usability in the context of mobility hubs. This study adopted a mixed methods approach, combining participant observation and questionnaire surveys. Firstly, participants were asked to accomplish seven tasks with the digital kiosk while being observed by the researchers. Finally, assisted questionnaire surveys were conducted with the same participants, including close-ended, open-ended and socio-demographic questions. The results offer insights into the experience of the users of a digital kiosk in a mobility hub and the differences across specific social groups. These findings may be relevant for decision-makers and practitioners working in urban mobility on subjects such as mobility hubs and shared mobility, and for user interface developers concerned with the inclusivity of digital kiosks.
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It is believed that recognising and celebrating diversity in our foodscapes is the right thing to do. But why, really? What benefits make it paramount for this diversity to be lauded? This question needs answering to add more legitimacy to promoting urban food diversity. In this essay we try to do so by investigating the link between ‘recognition justice’ – the celebration of diversity –and inclusion, and understanding inclusion as vital for (social) sustainability. We use two research projects to demonstrate empirically-based lessons which can be drawn to support the need to recognise and celebrate diversity in our urban foodscape.
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With this “invitation for action”, the Diversity, Inclusion & Gender Equality (DIGE) Working Group of the AEC - Empowering Artists as Makers in Society project (hereafter, ARTEMIS) welcomes all the AEC member institutions to explore, discuss and implement practices fostering Diversity, Equity and Inclusion (DEI) in Higher Music Education (HME). We invite our colleagues to collectively dream up possible futures for HME through DEI work, which responds to the need to accommodate the plurality of backgrounds, artistic paradigms, access capabilities, identities and aspirations amongst current as well as future students and staff. Through this publication we wish to encourage the AEC memberinstitutions to grasp this simultaneously evident and complex task and to explore what diversity, equity and inclusion could mean if musicians are seen as “makers in, for and of society” (Gaunt et al. 2021). For us as a Working Group, this proactive view has been central to our work from the beginning, as we asked ourselves whether HME institutions find themselves predominantly adapting (or not) to inevitable local and global changes and pressures, and whether the HMEinstitutions could see themselves as part of a network of change makers in society. Focusing on the latter, we see DEI work as being directly connected to the core artistic practices of the institutions. As reflections from many of our colleagues in various AEC member institutions illustrate, the commitment to DEI work nurtures artistic imagination, widens pedagogical approaches, and expands the scope of professional practice.
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Understanding the decision-making process of a boardroom is one of the most fascinating parts of organizational research. We are all interested in power games, team dynamics and how the external environment could influence the decision of directors. One of the important buzzwords of today is “good governance” and many boards face a lot of societal pressure to implement best practices of governance. It goes beyond regulatory requirements and boards need to take a different perspective on integrating governance codes and best practices in their organizations. In this study, we focused on the role of individual directors in developing organizational responses to that pressure. More specifically, we looked at how directors’ own cognitive frames of governance influence the way boards choose best practices.
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The climate crisis is an urgent and complex global challenge, requiring transformative action from diverse stakeholders, including governments, civil society, and grassroots movements. Conventional top-down approaches to climate governance have proven insufficient (e.g. UNFCCC, COP events), necessitating a shift towards more inclusive and polycentric models that incorporate the perspectives and needs of diverse communities (Bliznetskaya, 2023; Dorsch & Flachsland, 2017). The independent, multidisciplinary approach of citizen-led activist groups can provide new insights and redefine challenges and opportunities for climate governance and regulation. Despite their important role in developing effective climate action, these citizen-led groups often face significant barriers to decision-making participation, including structural, practical, and legal challenges (Berry et al., 2019; Colli, 2021; Marquardt et al., 2022; Tayler & Schulte, 2019).
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The higher education sector has become increasingly aware of how the increasing diversity in society affects their institutions. The student population has become more diverse and future employers increasingly require trained students who are able to meet the demands of dealing with a more diverse market/clientele. In this regard, education institutions need to align their strategic approach to diversity within their organization. The purpose of this paper is to examine strategical reasons to diversify in different education teams in relation to two different diversity practices: attraction and selection of culturally diverse lecturers and utilization of cultural differences in team interaction.
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