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This case study explores how universal design for learning (UDL)-informed online instruction modules developed during COVID-19 can better support student information literacy outcomes. This study will also examine how hybrid learning lends itself to UDL and may resolve some of the issues within library instruction.

This case study explores how a team of librarians at Utah State University developed three UDL-informed modules to support library instruction and hybrid learning during the height of the COVID-19 pandemic. A survey was sent to composition instructors to understand how they utilized the three new UDL-informed modules and if the modules helped their students reach information literacy outcomes.

Findings from this case study describe how academic libraries should adopt the UDL framework to support best practices for online learning as well as inclusive pedagogies. The findings indicate that the UDL-informed modules developed for hybrid instruction help students meet information literacy outcomes and goals.

The authors present a case study examining the current climate of information literacy instruction and UDL while providing actionable instructional practices that can be of use to librarians implementing hybrid instruction.

The purpose of this study was to understand perspectives of doctoral students about their compulsory online experience and aspects of their compulsory online experiences which were strongly associated as a result of the COVID-19 pandemic, a disorienting dilemma.

Exploratory descriptive survey research was the approach taken. Notable descriptors and associations were interpreted based on statistical analysis complimented by respondent comments.

Respondents included students who were at various stages of completing their doctoral degree. Overall findings indicated preference for face-to-face classes, the switch to online learning was well-received, primarily as a result of perceptions of quick and supportive communication from doctoral program leadership, strong student and instructor connections, and high-quality collaborative opportunities.

The COVID-19 pandemic represented a disorienting dilemma provoking cognitive dissonance among doctoral students who were compelled to move from a hybrid to a completely online learning model. Fear, anger and discontent induced by broken assumptions were mitigated through shared experiences creating new meaning and habits of mind in the process of adjusting to new expectations. Study results reveal that engagement, collaboration and support among instructors and classmates eased the transformative process transitioning into online learning.

The results of this study provided real-time understanding of students' needs in order to be successful in the quest and persistence of doctoral study online. Though the process of seeking official and state approvals to move the educational leadership doctoral program fully online, program faculty made a series of teaching and program adaptations informed by these results.

Research about doctoral student experiences during a compulsory transition from a hybrid to online delivery model has not been explored and offers original perspective to improve future practice transitioning into online programs for student acceptance, engagement and retention.

Current methods for flow field reconstruction mainly rely on data-driven algorithms which require an immense amount of experimental or field-measured data. Physics-informed neural network (PINN), which was proposed to encode physical laws into neural networks, is a less data-demanding approach for flow field reconstruction. However, when the fluid physics is complex, it is tricky to obtain accurate solutions under the PINN framework. This study aims to propose a physics-based data-driven approach for time-averaged flow field reconstruction which can overcome the hurdles of the above methods.

A multifidelity strategy leveraging PINN and a nonlinear information fusion (NIF) algorithm is proposed. Plentiful low-fidelity data are generated from the predictions of a PINN which is constructed purely using Reynold-averaged Navier–Stokes equations, while sparse high-fidelity data are obtained by field or experimental measurements. The NIF algorithm is performed to elicit a multifidelity model, which blends the nonlinear cross-correlation information between low- and high-fidelity data.

Two experimental cases are used to verify the capability and efficacy of the proposed strategy through comparison with other widely used strategies. It is revealed that the missing flow information within the whole computational domain can be favorably recovered by the proposed multifidelity strategy with use of sparse measurement/experimental data. The elicited multifidelity model inherits the underlying physics inherent in low-fidelity PINN predictions and rectifies the low-fidelity predictions over the whole computational domain. The proposed strategy is much superior to other contrastive strategies in terms of the accuracy of reconstruction.

In this study, a physics-informed data-driven strategy for time-averaged flow field reconstruction is proposed which extends the applicability of the PINN framework. In addition, embedding physical laws when training the multifidelity model leads to less data demand for model development compared to purely data-driven methods for flow field reconstruction.

This case study documents the move to emergency virtual learning at the University of Johannesburg. Prefacing promoting social justice and care, the authors explain how key challenges unique to a university in a developing world context were considered. The findings highlight the importance of agility, adaptability and the role of Ubuntu (i.e. values of compassion, solidarity and sharing) in higher education institutional leadership in a crisis. Furthermore, the authors highlight the need to address how structural inequality and poverty impact the pace of technological infusion in higher education in the Global South.

The purpose is to examine the relationship between entrepreneurs’ exit strategies and modes of entry. The topic of exit strategies in the context of approaching retirement warrants further attention.

We apply logistic regression to analyse 1,192 responses to an online survey of firms with entrepreneurs aged over 55.

Family successors are more likely to choose family succession and buyers to choose to sell, but the association between founding and exit mode cannot be confirmed. Firm size is also significant. Our findings suggest that entry and exit via a business transfer are linked. Entrepreneurs might be influenced by their form of entry when choosing their exit strategy.

The data were collected from a single European country, limiting generalisation. Future research should incorporate intervening variables not controlled for here, such as, entrepreneurial experience. Future studies should also seek to test the existence of imprinting directly, as it is implied rather than verified here.

If the entry mode has a lasting effect on the entrepreneur as our results suggest, thus influencing the exit strategy selected, entrepreneurs could benefit from greater awareness of the imprinting mechanism. Increasing awareness of imprinted biases could unlock the benefits of exit strategies previously overlooked.

The study is the first to consider sale, family succession and liquidation as exit strategies in relation to the original entry mode of ageing owners. It contributes to the understanding of exit strategies of ageing entrepreneurs and proposes using entrepreneurial learning and imprinting as lenses to clarify the phenomenon.

School violence can cause or exacerbate individual and collective trauma. Trauma-informed school approaches offer schools and educators guidance for how to respond. In this chapter, we provide an overview of trauma-informed school approaches and their contributions to healing individual and collective trauma. We begin this chapter by addressing the complex intersection of disability and trauma, and the unique implications of school-based violence for students with disabilities and their teachers. We then define trauma-informed care, describe current short- and long-term trauma-informed school approaches, and explain the aims of these approaches at individual and collective levels. Next, we locate trauma-informed responses to school violence in a context of systemic trauma and share considerations for disrupting the systemic conditions that perpetuate trauma and school violence. We discuss critiques of the trauma-informed care movement and conclude with recommendations for scholars pursuing research in this area.

The goal of this review is to conduct an exploratory literature review on trauma-informed approaches in libraries to understand how librarians are discussing trauma-informed approaches and their integration into professional practice.

The author reviewed materials indexed in selected EBSCOHost databases. Included materials from selected EBSCOHost databases were available to the author in full text, in the English language and about trauma-informed approaches in libraries. Items were excluded from this review if they were a review of another work, a thesis or dissertation, or letters to or from the editor.

Twenty-five publications were included in this analysis. Publications included described approaches in school libraries, academic libraries and public libraries. Key topics are racial trauma-informed practices, trauma-informed teaching, resisting re-traumatization, social work and the effects of workplace trauma on the library workforce.

Trauma-informed approaches are gaining popularity in a variety of disciplines as the world copes with the turbulent events of recent years. The practical implications of this review are to explore the emergence of trauma-informed approaches in libraries to understand the current publishing landscape on this topic.

While librarians are writing about this approach and some are incorporating it into their practice, an analysis in the form of an exploratory literature review to summarize this work has not been done. Understanding how libraries are incorporating this trauma-awareness and trauma-informed principles into the work is crucial for identifying the future approach to library services.