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Large classes pose challenges in managing different types of skills (e.g. maths, subject-specific knowledge, writing, confidence and communication), facilitating interactions, enabling active learning and providing timely feedback. This paper shares a design of a set of assessments for a large undergraduate economics course consisting of students from diverse cultural backgrounds. The benefits, challenges and learning experiences of students are analysed.

Students worked in groups to complete an assessment with several questions which would be useful as a revision for the individual assessment, the following week. Survey questionnaires with Likert-type questions and open-ended questions were used to analyse the learning and skill development that occurred because of the group work. Responses to the open-ended survey questions were coded and analysed by identifying the themes and categorising the various issues that emerged.

This assessment design developed group working skills, created opportunities to interact and enhanced learning. The analysis of the responses found that working with peers enabled the students to generate their own feedback, clear doubts and learn to solve problems. Effective communication, planning meetings and working around the diverse group members’ strengths and weaknesses are some graduate skills that are developed in this group assessment. The challenges were arranging meetings, finalising assessments, engagement of group members and unreliable technology. However, the students found ways to overcome these challenges.

This assessment design can be useful in higher education practice by introducing a mechanism for authentic collaborative practice. This paper adds to the literature on peer interactions and group work and enables effective learning at scale.

In describing these projects, the authors hope to encourage academic librarians and archivists to participate in, and even facilitate, similar work at their own institutions. Although both of these projects began in the library and included readings and discussions related to library and archival practices, the most generative conversations rapidly shifted from “how should the library handle these materials?” to “what might this institution do to reckon with its history?” When traditional library practices were de-centered and community perspectives were sought on the college archive, the authors were able to have more inclusive, authentic conversations about the college's history and future.

This case study explores two projects undertaken at a liberal arts college: a working group and a credit-bearing course intended to reckon with racist, xenophobic or otherwise harmful materials in the college archive. Both projects were informed by the authors' engagement with Tema Okun's White Supremacy Culture and guided by inclusive pedagogies and practices that participants had explored in workshops and within the context of the college's Engaged Pluralism Initiative.

The working group and the course underscore the centrality of relationships, trust-building and time to the work of addressing difficult histories. The “campus-wide conversations” the authors had hoped to have about the college archive evolved into smaller spaces developed with intention and care. The diverse perspectives of working group members and students in the course demonstrate the value of bringing together viewpoints from outside the library and beyond institutional or disciplinary silos, to consider far-reaching systemic issues.

Many US colleges and universities have begun, or will begin, to investigate the myriad ways in which racism, racial exclusion, or racial violence have marked their institutions and how these troubled legacies persist in the present day. This case study proposes possible approaches that academic libraries and librarians may take to contribute to this essential work.

These two projects propose that work that typically happens solely within libraries and archives (cataloging and description of potentially harmful materials) or within institutional or disciplinary silos (reckoning with legacies of racism and bias) can be discussed, debated, and shared among the campus community. All of the participants in the working group and the course, regardless of their title, role, or academic credentials, bring necessary expertise and experience to these projects. Inclusive practices, when paired with grassroots energy, suggest ways in which a college archive can be used as a site of evidence, reflection, interrogation, and repair.

For ranking aggregation in crowdsourcing task, the key issue is how to select the optimal working group with a given number of workers to optimize the performance of their aggregation. Performance prediction for ranking aggregation can solve this issue effectively. However, the performance prediction effect for ranking aggregation varies greatly due to the different influencing factors selected. Although questions on why and how data fusion methods perform well have been thoroughly discussed in the past, there is a lack of insight about how to select influencing factors to predict the performance and how much can be improved of.

In this paper, performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task is studied. An influencing factor optimization selection method based on stepwise regression (IFOS-SR) is proposed to screen the optimal influencing factors. A working group selection model based on the optimal influencing factors is built to select the optimal working group with a given number of workers.

The proposed approach can identify the optimal influencing factors of ranking aggregation, predict the aggregation performance more accurately than the state-of-the-art methods and select the optimal working group with a given number of workers.

To find out under which condition data fusion method may lead to performance improvement for ranking aggregation in crowdsourcing task, the optimal influencing factors are identified by the IFOS-SR method. This paper presents an analysis of the behavior of the linear combination method and the CombSUM method based on the optimal influencing factors, and optimizes the task assignment with a given number of workers by the optimal working group selection method.

The Quality Assurance Agency (QAA) for Higher Education in the UK focuses on maintaining, enhancing and standardising the quality of higher education. Of significant impact are the development of subject benchmark statements (SBS) by the QAA, which describe the type and content of study along with the academic standards expected of graduates in specific disciplines. Prior to 2022, the QAA did not have a SBS to which higher education policing programmes could be directly aligned.

Over 12-months, a SBS advisory group with representatives from higher education across England, Scotland, Wales and Northern Ireland, The College of Policing, QAA, Police Federation of England and Wales and policing, worked in partnership to harness their collective professional experience and knowledge to create the first UK SBS for policing. Post publication of the SBS, permission was sought and granted from both the College of Policing and QAA for members of the advisory group to reflect in an article on their experiences of collaborating and working in partnership to achieve the SBS.

There is great importance of creating a shared vision and mutual trust, developed through open facilitated discussions, with representatives championing their cause and developing a collaborative and partnership approach to completing the SBS.

A collaborative and partnership approach is essential in developing and recognising the academic discipline of policing. This necessarily requires the joint development of initiatives, one of which is the coming together of higher education institutions, PSRBs and practitioner groups to collaborate and design QAA benchmark statements.

The SBS advisory group has further driven forward the emergence of policing as a recognised academic discipline to benefit multiple stakeholders.

The SBS for policing is the first across the UK. The authors experiences can be used to assist others in their developments of similar subject specific benchmarking or academic quality standards.

A new type of digital-based worker emerged during the COVID-19. As a result, during the adjustment to this scenario, family, resources and emotions were impacted. Technological and emotional skills were crucial to give continuity and certainty to business. However, despite benefits, remote working has negative consequences, especially in well-being perception. This study proposes a model to measure the impact on the well-being perception of workers that adapted their job to remote positions during a pandemic and offers a valuable framework to understand future emerging changes in remote working and the relationship with well-being perception, especially during crisis scenarios.

The study used an online questionnaire and a structural equation methodology by partial least squares (PLS) using SmartPLS 3.3.3. Data were obtained from 567 respondents workers who adapted to their jobs during the pandemic in Mexico.

The results showed that six model dimensions: human relations (RH), emotions (E), well-being behaviors related to Covid-19 (CB), family economics (EF), routines and habits (RS) and family life (VF) were positive and significant to reflect the Index of Perception of Well-being (iWB) using a structural equation model. This indicates how the lockdown process changed people's perception of well-being and concerns. According with this, for remote working employees, two dimensions were relevant: RH and EF. This finding is relevant because during emergency lockdown, these workers needed to adapt their activities and were separated from all human interactions.

The researchers’ model of Index of Perception of Well-being (iWB) has conceptual and practical implications. From a conceptual point of view, it offers a methodology to measure the relationships between remote working and employees' well-being perception. While for practice, it offers managerial implications to better manage remote working adaptation without compromising people's well-being to create future innovation management environments (IME) for organizations.

This study contributes to develop research about changes in workers' well-being perception during digital adaptation.

This study explores the organisational dynamics in a change process across work units in a Swedish municipality. The purpose of this study is to understand how and why co-creation unfolds during efforts to bring different units into one united work unit.

A qualitative longitudinal study was designed using data triangulation for eight months, comprising written reflection texts, meeting protocols and interviews. This study is based on a back-and-forth inductive and abductive grounded theory analysis.

The main results of this study indicate that there was friction in the co-creation process between units, between the members of the change group and supervisors, as well as friction within the change group. Further, the results indicate that communications, relations, supervisor support and governing strategies clashed with work routines and methods, work cultures, roles and responsibilities and that the units had differing views of the needs of the intended target group. This thereby challenged the propensity for change which, in turn, may have limited developmental learning at a workplace and organisational level.

Working across units to find common and new paths and work methods for labour market inclusion proved to be challenging because of contextual circumstances. Crossing and merging organisational boundaries through co-creation processes was demanding because of new expectations from the organisation, as it shifted towards trust-based governance in conjunction with working during a pandemic when social interactions were restricted to digital communication channels.

A paradigm shift toward a corporate model of higher educational settings has led to complex and excess work demands, yet the potential long-run ramifications of work overload are still under-examined. Building the arguments on the “spiral of resource loss” corollary of the conservation of resources (COR) theory, the authors have bridged this gap by testing how work overload spills over into career resilience via reduced harmonious passion. In addition, the authors compare how the employees having standardized workloads differ in their harmonious passion and career resilience from those having excessive (non-standardized) workloads.

Through a longitudinal natural field experiment of 402 faculty members [N = 198 in the standardized group (optimal load) and N = 204 in the non-standardized group (overload)] working in higher educational institutions of Pakistan, data were collected in three waves (each six months apart). The group comparison, trend analysis and longitudinal mediation analysis done through SPSS and MPlus affirmed the hypothesized associations.

The results have shown that work overload impacts career resilience through the mediating role of harmonious passion. The faculty members in the standardized workload had more passion and career resilience as compared to the non-standardized workload group. In addition, these impacts intensified overtime for the overloaded faculty members while faculty members with optimal workload sustained their passion and resilience for the teaching profession.

Taking the COR perspective, this study sheds light on how faculty members' work overloads reduce their capability to retain their passion and resilience for teaching from a longitudinal and experimental perspective.

The unanticipated disruption caused by the ongoing coronavirus pandemic led to the extensive use of flexible working arrangements. In such a boundaryless work environment, however there are significant concerns, especially around inclusivity and discrimination. Given the increasing concerns surrounding hybrid and remote work settings, the authors investigated whether the extent of working in substantially flexible working arrangements relates to employees’ perceived ostracism and inequality, distinguishing between working from home, in a hybrid mode or from the office. In addition, the authors theorised that in flexible working arrangements, high-quality leader relationships, such as leader–member exchange (LMX) and servant leadership are likely to reduce perceptions of ostracism and inequality. Based on a survey of 161 professionals, who worked to varying degrees in flexible working arrangements, the authors found that employees who worked extensively in a hybrid mode were less likely to report experiences of ostracism and inequality in comparison to employees who worked mainly from home or in an office. Furthermore, a moderation analysis showed that the effects of LMX and servant leadership on perceptions of ostracism and inequality were much stronger for individuals who work in hybrid working arrangements than those who work at the office or from home. This research makes an important contribution to our understanding of how different degrees of flexible working arrangements affect employees by demonstrating the role of high-quality leader relationships in reducing perceptions of ostracism and inequality at different degrees of work flexibility.

This paper aims to understand how context-related factors impacted productivity for managers while working from home in the Luxembourgish market during the COVID-19 pandemic. It also screens for coping mechanisms causing better mental and work-related results.

A focus group approach was applied with 46 participants. Participants were placed into 11 groups, and the research was conducted from July 2021 to October 2021. The findings are based on the in-depth analysis of the qualitative data using atlas.ti software.

Challenges that the participants had faced while working from home during COVID-19 revealed issues in all four layers of the context-related framework. Social challenges, namely loneliness, communication and trust, were most present among those four layers. Ensuring a better person-environment fit by using different coping mechanisms by participants, produced a healthier psychological and mental state, claimed by participants.

This research was conducted in Luxembourg and on middle managers and did not involve a large sample. Additionally, future research might strive for quantitative data to better understand the phenomenon of work from anywhere and its relations to work-life integration, stress and resilience.

The paper adds more clarification on the application of the context-related factors and person-environment fit necessary for resilience and thus productivity of employees. In addition, the paper may serve managers and HR managers to develop more impactful practices, processes, education and tools to support working from home.

The paper explores personal challenges and coping mechanisms while working from home during the COVID-19 pandemic in Luxembourg.