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Computer vision and deep learning (DL) methods have been investigated for personal protective equipment (PPE) monitoring and detection for construction workers’ safety. However, it is still challenging to implement automated safety monitoring methods in near real time or in a time-efficient manner in real construction practices. Therefore, this study developed a novel solution to enhance the time efficiency to achieve near-real-time safety glove detection and meanwhile preserve data privacy.

The developed method comprises two primary components: (1) transfer learning methods to detect safety gloves and (2) edge computing to improve time efficiency and data privacy. To compare the developed edge computing-based method with the currently widely used cloud computing-based methods, a comprehensive comparative analysis was conducted from both the implementation and theory perspectives, providing insights into the developed approach’s performance.

Three DL models achieved mean average precision (mAP) scores ranging from 74.92% to 84.31% for safety glove detection. The other two methods by combining object detection and classification achieved mAP as 89.91% for hand detection and 100% for glove classification. From both implementation and theory perspectives, the edge computing-based method detected gloves faster than the cloud computing-based method. The edge computing-based method achieved a detection latency of 36%–68% shorter than the cloud computing-based method in the implementation perspective. The findings highlight edge computing’s potential for near-real-time detection with improved data privacy.

This study implemented and evaluated DL-based safety monitoring methods on different computing infrastructures to investigate their time efficiency. This study contributes to existing knowledge by demonstrating how edge computing can be used with DL models (without sacrificing their performance) to improve PPE-glove monitoring in a time-efficient manner as well as maintain data privacy.

This paper aims to explore how employees reconceptualized their time and space to order and structure their lives in an unprecedented scenario of nonvoluntary work from home.

Set in the context of lockdowns due to the pandemic scenario, the study uses a constructivist approach to collect data through in-depth online interviews to understand how employees coped with the challenges emanating in a nonvoluntary work from home situation. The respondents were purposively selected to reflect a diverse pool in terms of gender, familial responsibilities and age/tenure.

The findings present temporal and spatial themes that provide several insights into how employees made sense of time and space as resources to navigate their challenging work-home roles.

In the present study, the authors found that when boundaries get violated, it does not necessarily manifest in the form of dissatisfaction with one or the other domain. The respondents in the current study show-cased adjustment mechanism to cope with the boundary permeability that happened. They adopted ways in which they could safe-guard their multiple identities in the situation they found themselves in, do justice to the salient roles in their lives, emerge as more empathetic humans and look forward to a brighter and more hopeful future. This opens-up a possibility of studying the theory behind human behavior in crisis-like situations and the degree of acceptance that people show when they find themselves in undesirable-unalterable situations.

A mental reorientation is required on the part of both employees and employers to navigate smoothly in this new “normal” and find more sustainable solutions to the problem if the remote working or hybrid mode of working becomes mainstay. Clear demarcations between work and nonwork time are a key element to ensure proper work schedules for remote workers. Offline meetings and get-togethers can be organized on a periodic basis to facilitate employee interaction and engagement. Participation of employees in key decisions becomes more important in such situations as it makes employees feel more connected with their work space.

To the best of the authors’ knowledge, the study is original as it is set in a completely unprecedented situation of lockdowns (during the pandemic) that affected the lives of everyone in some way or the other. The findings of the study are unique and insightful, as they help understand the sense-making mechanism adopted by people to successfully navigate through the crisis.

This study aims to investigate the impact of customer perceptions of Augmented Reality (AR) attributes such as augmentation, interactivity and vividness on attitudes towards AR mobile apps, virtual product and behavioural intentions. Also, the mediation role of customer engagement in the effect of perceptions of AR attributes on attitudes and behavioural intentions is examined using the Theory of Interactive Media Effects.

The study used a cross-sectional design. A total of 456 valid data were collected from the Millennials and Generation Z cohorts using purposive sampling. The conceptual framework was assessed using Partial Least Squares-Structural Equation Modelling (PLS-SEM) and Partial Least Squares-Multi Group Analysis (PLS-MGA).

The research revealed that customer perceptions of AR features such as augmentation, interactivity and vividness significantly influenced customer engagement, leading to favourable attitudes towards both the AR mobile app and the Virtual product as well as behavioural intentions. Furthermore, the study substantiates the role of customer engagement as a mediator in the relationship between customer perceptions of AR attributes and both attitudinal and behavioural outcomes.

To the best of the authors’ knowledge, this is the first attempt to investigate the significance of perceived augmentation as an antecedent to customer engagement and the mediating role of customer engagement on the influence of perceptions of AR attributes on attitudinal and behavioural intention.

The purpose is to stimulate scholarship in the strategic management field that accounts for conditions implied by projected impacts of climate change.

Following conceptual logic, the article analyses how changes in the strategic environment brought about by climate change may challenge current strategic management theory. It develops avenues for theory development based on expanding the field’s scope and extending its limits of applicability.

The article highlights the extent to which the strategy field has evolved in a stable empirical context, despite its attention to dynamism and hence is less well aligned with potentially pervasive new pressures and impacts. It sets out a rationale for moving beyond symbolic environmentalism, possibilities to harness cognitive and behavioural insights, dilemmas in strategic innovation and the empirical potential of non-mainstream contexts.

Firms and organisations can expect widespread systemic effects from climate change that challenge established ways of operating. The article explores how strategic management could better support strategists in navigating these shifts such that firms can continue to thrive.

The article approaches the issue of climate change specifically from the perspective of strategic management of firms rather than as policy or social advocacy. It focuses on pressures and characteristics that distinguish climate change from other environmental and social impacts on firms.

The government of Ghana since independence has undertaken steps to develop educational infrastructure setup. This notwithstanding, the educational sector is beset with challenges such as low-quality education and low enrolment rates in Senior High Schools (SHS) of children from large households, among others. Given the myriad of challenges bedevilling the education sector, there have been calls for collaboration among public leaders to promote education. The paper, therefore, examines traditional leaders' roles in promoting quality education in Ghana.

Through a desk review approach, the study examines the role of traditional leaders in promoting quality education in Ghana. This approach was adopted due to its flexible nature.

The study found that traditional leaders have provided educational materials and resources to deprived schools. They have established scholarship schemes for needy but brilliant students, promoted gender parity in education, constructed educational facilities and promoted a healthy teaching environment.

The paper provides stakeholders in Ghana’s educational sector with the opportunity to review educational policies and include traditional leaders to influence educational policies. The recommendations call for support from the GETFUND and Scholarship Secretariat of Ghana to assist community-initiated projects and scholarship schemes established by traditional leaders.

The paper provides evidence to support the importance of traditional leadership, which has come under criticism from a democratisation perspective in contemporary times.

Identity regulation is part of a management control package. Organizations regulate employees’ self-identity to influence their behaviors. The success of this regulation depends on its trade-off with employees’ work identities and personalities. Organizational discourse nurtures this dynamic and interactive process. We focus on the regulation of an (undesired) organizational identity that is born at the intersection of race/ethnicity, gender, sex and migrant discrimination in accounting-related positions. We aim to analyze how Latina accountants who migrate to Spain perceive that their triple status as Latina, women and migrants affects their careers as accountants and interpret whether this triple intersectional discrimination aims to create a Latina accountant’s self-identity.

This critical study follows a phenomenological approach to analyze the experiences of women born in Latin America who migrated to Spain to occupy accounting-related positions. A thematic analysis of their semi-structured interviews allowed us to examine the challenges faced by Latina accountants in their accounting careers in Spain.

Our interviewees' narratives display an internalization of, even resignation to, a self-identity that we label “Latina accountant identity.” This identity is based on explicit discrimination discourses that cause them to suffer from the intersection of racism, sexism and migrant conditions and is nurtured by the discourses of their senior managers, co-workers and subordinates.

To the best of our knowledge, this is the first study to frame the regulation of an intersectional discriminatory identity that is used to control Latina accountants from the inside, acting on the triple condition of Latinas, women and foreigners, influencing their self-perceptions regarding work and personal lives.

This study aims to investigate the influence of two perceived organizational ethics systems (perceived ethics training quality and integrity-based climate) on the ethical decision-making (EDM) of tax accountants in Ghana. The study also examines the moderating role of the decision-makers’ financial situation on the quality ethics training–EDM relationship.

Survey data from 356 tax accountants were analyzed using the partial least squares structural equation modeling technique.

The results show that the two ethics systems influence EDM, but their extent of influence varies across the stages of EDM. Specifically, quality ethics training is a better predictor of EDM at the ethical issue recognition stage, whereas integrity-based climate is a better predictor of EDM at the ethical intention stage. The study also found that decision-makers’ financial situation predicts the ethical recognition stage of EDM but does not moderate the quality ethics training–EDM relationship.

This study recommends the concurrent deployment of quality ethics training and an integrity-based work climate to improve ethical behavior. Policymakers should also emphasize a work climate that promotes honesty, conscientiousness and ethical principles (integrity-based climate) to improve ethical intentions.

This study applied the interactionist theory by capturing the relative effects of two organizational ethics systems and an individual-level situational factor in a single model. To the best of the authors’ knowledge, this is the first study that tests the moderation effect of decision-makers’ financial situation on the ethics training–EDM relationship in a developing country context.

This research is designed to explore the relationship between social media addiction, student engagement and student retention. Social media addiction is dealt with as an independent variable student engagement acts as a mediating variable and student retention as a dependent variable.

This is a cross-sectional and quantitative research. Primary data are collected from 600 respondents (university students) with the help of a structured questionnaire. Multistage sampling techniques, i.e. simple random sampling and judgment sampling, are used for the selection of respondents.

Results indicate that for direct relationships, social media addiction has a significant positive impact on student engagement and student retention, respectively, while student engagement is partially mediating the relationship between social media addiction with student retention.

In the future, these kinds of research may also be conducted on students of different universities in Pakistan, which are located in other cities of Pakistan besides Lahore. This research provides a practical framework for the higher authorities of the universities of Pakistan and explains how the use of media positively fosters the levels of student retention directly and indirectly through the path of student engagement. It is commonly believed that media addiction is bad but the result of this research indicates that anything is not dangerous but depends upon its use, media addiction itself is not bad but if someone uses this for a good purpose in limitation then it has better outcomes. The result indicates that the media addiction of students has a positive impact on student retention. This means that if someone uses media for a positive purpose then he/she will use it as a supporting tool for success. Longitudinal research on these variables will also help to check the status after a specific interval of time.

The current study will help the practitioners or policymakers (Managers) of higher education institutions by providing practical insights into the positive use of media by students for increasing their knowledge and grades. This research can also help practitioners or policymakers to focus their students on the positive use of social media for fostering the levels of student retention.

To the best of the researcher’s knowledge, no previous study has been done to incorporate social media addiction and student engagement in a single model in the Pakistani cultural context. Similarly, the relationship of variables social media addiction with student engagement is rarely checked empirically because the research of Wang et al. (2011) proposed that social media addiction has a relationship with student engagement so that is why this is the rationale of the research is to check this empirically. Moreover, this study is an initial effort to check the mediating effect of student engagement in the relationship between social media addiction and student retention. This research is also proposing the framework of social media addiction, student engagement and student retention based on the social exchange theory (SET).

Given the continuing need to study service marketing adaptations that emerged in the wake of Covid-19, this paper aims to look at the formation and evolution of purchase groups (PGs) that arose in Indian gated communities during the pandemic and have continued functioning in the post-pandemic marketplace. Not only did these groups act as much-needed interstitial markets during a time of significant external disruption, but they also served as sites of value co-creation, with consumers collaborating with each other and with service providers.

Using a phenomenological research approach, the authors conducted 22 in-depth interviews with Indian consumers and small service providers to gather accounts of how PGs started and evolved with time. Subsequent data coding and analyses are conducted with NVivo 12.

Using the service ecosystem perspective, the authors illustrate seven distinct themes that capture the nuances of the formation and evolution of PGs. These consist of entrepreneurality, collectivity, and fluidity at the service ecosystem level, hybridity and transactionality at the servicescape level, and mutuality and permeability at the service encounter level.

This study provides an empirical and theoretically grounded account of a long-term service marketing adaptation that has persisted in the post-pandemic marketplace. This helps us address recent calls for such research while also adding to the work on value co-creation in collective consumption contexts and extant discourse on service ecosystems.

The study seeks to understand the possible opportunities that Industry 5.0 might offer for various aspects of inclusive sustainability. The study aims to discuss existing perspectives on the classification of Industry 5.0 technologies and their underlying role in materializing the sustainability values of this agenda.

The study systematically reviewed Industry 5.0 literature based on the PRISMA protocol. The study further employed a detailed content-centric review of eligible documents and conducted evidence mapping to fulfill the research objectives.

The advancement of Industry 5.0 is currently underway, with noteworthy initial contributions enriching its knowledge base. Although a unanimous definition remains lacking, diverse viewpoints emerge concerning the recognition of fundamental technologies and the potential for yielding sustainable outcomes. The expected contribution of Industry 5.0 to sustainability varies significantly depending on the context and the nature of underlying technologies.

Industry 5.0 holds the potential for advancing sustainability at both the firm and supply chain levels. It is envisioned to contribute proportionately to the three sustainability dimensions. However, the current discourse primarily dwells in theoretical and conceptual domains, lacking empirical exploration of its practical implications.

This study comprehensively explores diverse perspectives on Industry 5.0 technologies and their potential contributions to economic, environmental and social sustainability. Despite its promise, the practical evidence supporting the effectiveness of Industry 5.0 remains limited. Certain conditions are necessary to realize the benefits of Industry 5.0 fully, yet the mechanisms behind these conditions require further investigation. In this regard, the study suggests several potential areas for future research.