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This paper explores the convergence of Education 4.0 and Industry 4.0 and presents a Twin Peaks model for their seamless integration.

A high-level literature review is conducted to identify and discuss the important challenges and opportunities offered by both Education 4.0 and Industry 4.0. A novel Twin Peaks model is devised for the convergence of these domains and to cope with the challenges effectively.

The proposed Twin Peak model for the convergence of Education 4.0 and Industry 4.0 suggests that the development of these two domains is interdependent. It emphasizes ethical considerations, inclusivity and understanding the concerns of stakeholders from both education and industry. We have also explained how continuous incremental adaptation within the proposed Twin Peaks model might assist in addressing concerns of one sector with the opportunities of the other.

First, Education 4.0 and Industry 4.0 are reviewed in terms of opportunities and challenges they present. Second, a novel Twin Peaks model for the convergence of Education 4.0 and Industry 4.0 is presented. The proposed discovers that the convergence is adaptive, iterative and must be ethically sound while considering the broader societal implications of the digital transformation. Third, this study also acts as a torch-bearer for the necessity for more research of this kind to guarantee that our educational ecosystem is adaptable and capable of producing the skills required for success in the era of IR4.0.

Education is a strong pillar to national development. It is vital to ensure sustainable higher education development (SHED) in a bid to facilitate global development. This study aims to investigate academic libraries, information and communication technology (ICT) use and SHED.

Descriptive survey research design was used for this study. The population of the study was 607 librarians in the 41 public university libraries in Southern Nigeria. Total enumeration and purposive sampling techniques were used for this study. The instrument of data collection was questionnaire. Descriptive statistics was used for the data analysis.

It was found that qualified teachers and promotion of scholarship constitute SHED. The extent of contribution of academic libraries to SHED is high. Academic libraries face a number of challenges in their effort to provide information services for the actualisation of the SHED. The extent of use of ICT in SHED is high. It was therefore recommended that academic libraries and ICT should be adequately used to accomplish SHED in Nigeria.

This study will contribute to the body of literature on how academic libraries and the use of ICT can contribute to SHED.

While SHED is central to global development, the role of academic libraries and the use of ICT should be unanimously embraced by all the stakeholders in education industry.

SHED is inevitable in the contemporary era. This study reveals that academic libraries and ICT use are vital in achieving SHED.

The massive expansion of digital platform has been responsible for the widespread progressive engagement created amongst learners and educators. The practice of requiring student feedback on online learning services ensures that teacher education continues to advance its strategic approach to online learning. This paper aims to examine the level of accessibility and adaptability of digital technology with particular focus on Malaysia, by elaborating the value of superior learning service and practical adaptability of online learning during the pandemic era.

This study was conducted using qualitative approach of data collection, namely via structured interview. The listed respondents included 30 higher learners who participated in the study by providing feedback on the issues encountered during the research process.

The findings revealed that the strategic enhancement of digital accessibility continued with digital adaptability to sources of learning services would contribute to advancing achievement of digital learning pathway.

Increasing accessibility to digital platforms in digital learning system can help to shape the digital environment. Digital expansion can create unlimited boundaries for online knowledge acquisition.

The social implication refers to acquiring the abilities developed through online engagement with peers by actualising and exploring information together with continuous inter-connectedness of sharing pathway in online platform. The instructor would need to give a proportional gateway to make learners experience the digital environment for future education.

This study aims to assess the value of developing accessibility of digital technology for students' online learning services during the pandemic and beyond. A well-structured plan would enable digital learning capabilities and mutual accessibility amongst learners. This can allow digital abilities to be transformed into collaborative teamwork amongst learners.

The learning outcomes for this case study are as follows: learning outcome 1: evaluate the environmental context of Youth Employment Service (YES) and ascertain whether YES is a social enterprise. Students will provide an analysis of what is happening around the business, and why addressing youth unemployment is an urgent matter to address; learning outcome 2: apply basic financial principles to evaluate the basic profit and loss statement of YES. In a business management class, students need to recognise the importance of applying basic financial principles to ensure the financial sustainability of a business. Therefore, the objective is for students to evaluate the basic profit and loss statement in the case’s exhibit. The focus is not necessarily on the numbers, but rather on the insight that students will gain into the organisation’s strengths and development areas; and learning outcome 3: create recommendations by considering the exploitation of existing opportunities and the exploration of new opportunities to innovate. Students should understand the principles of organisational ambidexterity and provide suggestions on how they can be used by organisations to reshape their desirable future.

On 31 March 2022, Leanne Emery Hunter, the chief operating officer of the YES, was considering how YES could increase their impact. Hunter considered how to convince more corporations to sponsor their efforts in creating work experiences for South African youth. In addition to exploiting these efforts that they were already involved with, YES could explore new opportunities to increase their impact, such as focusing on the community hubs and the innovative products they were developing. Expanding YES’s community hubs to serve as support to the youth would require a capital investment in technology and specific skills within the next six months. Hunter, therefore, faced the dilemma of managing the tensions between focusing on YES’s existing offering, which had a social impact, while paying attention to secure their future by focusing on the financial sustainability and expansion of YES. Its ceremonial inauguration in March 2018 was ushered by President of South Africa Cyril Ramaphosa, followed by its registration in October 2018. YES was challenged to look for new ways of creating a proactive growth strategy. YES had a social mission to address youth unemployment, students will, however, need to ascertain whether YES is a social enterprise. The case shares financial results and students have an opportunity to calculate profit and loss and offer recommendations on the financial viability of YES while fulfilling their social mission of contributing to youth employment. Students must give recommendations to resolve the dilemma of Hunter in managing the tension between their existing social impact and the future financial sustainability of the business.

The case is suitable for post-graduate courses in business management in business administration programmes.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

This study aims to examine internal and external factors as well as main obstacles to managers’/owners’ participation in education and training.

The sample comprises managers of 151 Bulgarian predominantly micro- and small-size enterprises. The data was gathered in 2020 through direct standardized interviews at the respondent’s workplace. This study uses quantitative estimation methods including binominal and multinominal logistic regression as well as nonparametric testing.

Regarding the findings in the relevant studies, the results confirm that the larger firm's size, the existence of human resource management strategy and practices as well as learning-oriented culture stimulate employer-financed management training. The lack of trainers with relevant need-specific expertise appears to be a major barrier. Additionally, the outputs highlight the role of other important determinants not being extensively discussed so far such as the level of development of the region in which the company operates, involvement in R&D and innovation activity as well as the issue of trust in trainer.

This study provides insights into (under)investments in continuing vocational training which might lead to practical implications for businesses, education and government policy in lifelong learning. Moreover, this study focuses on a country with one of the lowest participation rates in adult education across Europe which allows for a better understanding of similar examples.

To the best of the author’s knowledge, this is the first paper examining determinants of management training in Bulgaria and one of the few in the European context. It gives support to the existing literature but adds new findings as well.

Business models (BMs) are becoming increasingly crucial for value creation in the healthcare sector. The study explores the conceptualization and application of BM concepts within the healthcare sector and investigates their evolution in emerging economies (EEs) and developed economies (DEs). This study aims to uncover these two contexts' shared characteristics and unique variances through a comparative analysis.

The paper systematically investigates and consolidates the literature on healthcare by employing the antecedents, decisions and outcomes (ADO) framework and finally examines 71 shortlisted articles published between 2003 and 2022.

The recognition of the BM within healthcare is increasing, both in EEs and DEs. EEs prioritize value creation and capture through cost efficiency, while DEs focus on innovation. Key theories employed include a resource-based view, the network theory and the theory of innovation. Case studies are commonly used as a methodology. Further research is needed to explore the decisions and outcomes of BMs.

The study adopts stringent filtration and keyword criteria, potentially excluding relevant research. Future researchers are encouraged to broaden their selection criteria to encompass a more extensive range of relevant studies.

Beyond comparing and highlighting gaps in BMs between EEs and DEs, benchmarking DE's healthcare business models (HBMs) helps healthcare organizations in EEs align their practices, mitigate risks and establish efficient healthcare systems tailored to their specific contexts. The study adopts stringent filtration and keyword criteria, potentially excluding relevant research. Future researchers are encouraged to broaden their selection criteria to encompass a more extensive range of relevant studies.

The study analyzes HBMs using an SLR framework perspective and provides practical implications for academicians and practitioners to enhance their decision-making.

The purpose of this article is to (1) map the most important topics in the domain of sustainable business practices for entrepreneurial firms in emerging countries, (2) identify important terms in the various dimensions of sustainability in business and (3) identify the important practices and prioritize the practices.

This study has adopted a unique methodology that combines state-of-art scientometric analysis with the fuzzy nominal group technique (NGT) and fuzzy decision-making trial and evaluation laboratory (DEMATEL). Results obtained from the co-occurrence analysis in scientometrics were further mapped through NGT to obtain the list of the most important topics in the domain. The factors affecting sustainable business practices obtained through topic mapping were analyzed through fuzzy DEMATEL to obtain the cause-and-effect relation of variables.

The scale of firms, leadership, uncertainty, gender, country/location, education and tourism were found to be the factors affecting the sustainable business practices of entrepreneurial firms. The sustainable business practices for entrepreneurial firms were (1) innovation, (2) resilience, (3) policy, (4) business ethics and virtue ethics, (5) business model, (6) upcycling and value creation, (7) collaboration and (8) triple bottom line.

Policymakers in entrepreneurial firms, as well as other organizations, can implement the identified sustainable business practices to obtain optimum results and smooth functioning of the companies. The research framework obtained can be tested using exploratory methods.

Very few researchers have used the technique of scientometric analysis to identify the sustainable business practices of entrepreneurial firms, and to the best of the knowledge of the authors, no earlier researcher has attempted to use the technique of topic mapping, fuzzy NGT and fuzzy DEMATEL in combination.

This study aims to provide and illustrate the application of a framework for conducting techno-economic analyses (TEA) of early-stage designs for net-zero water and energy, single-family homes that meet affordable housing criteria in diverse locations.

The framework is developed and applied in a case example of a TEA of four designs for achieving net zero-water and energy in an affordable home in Saint Lucie County, Florida.

Homes built and sold at current market prices, using combinations of well versus rainwater harvesting (RWH) systems and grid-tied versus hybrid solar photovoltaic (PV) systems, can meet affordable housing criteria for moderate-income families, when 30-year fixed-rate mortgages are at 2%–3%. As rates rise to 6%, unless battery costs drop by 40% and 60%, respectively, homes using hybrid solar PV systems combined with well versus RWH systems cease to meet affordable housing criteria. For studied water and electricity usage and 6% interest rates, only well and grid-tied solar PV systems provide water and electricity at costs below current public supply prices.

This article provides a highly adaptable framework for conducting TEAs in diverse locations for designs of individual net-zero water and energy affordable homes and whole subdivisions of such homes. The framework includes a new technique for sizing storage tanks for residential RWH systems and provides a foundation for future research at the intersection of affordable housing development and residential net-zero water and energy systems design.

Challenges of conducting site visit activities, a vital component of architecture learning during the recent pandemic have proved our unreadiness in facing the digital future. The lack of understanding of learning technology has affected the education experience. Thus, there is a need to investigate immersive learning technology such as immersive virtual reality (IVR) to replace students’ concrete experience in the current learning setting. This study aims to answer: (1) What is the influence of IVR in experiential learning (EL) in enhancing the personal spatial experience? (2) Does IVR in EL influence students' approach to learning during the architecture design process?

The research was conducted as an action research design approach. Action research was employed in the first-year architecture design studio by the lecturer as a practitioner-researcher. The personal spatial experience survey was performed in the earlier phase to identify the students’ prior spatial experience. Architectural Spatial Experience Simulation (ASES) a learning tool was implemented and assessed with Architecture Design Learning Assessment (ADLA) rubric, which was developed to evaluate EL and student’s approach to learning during the architecture design learning process.

The outcomes revealed that ASES as a learning tool in EL could improve the participants’ spatial experience, particularly those with minimal prior personal spatial experience. ASES was recognized to enhance the participants’ EL experience and encourage changes in student’s approach to learning from surface to deep learning.

This research benefits the architecture design learning process by offering a learning tool and a framework to resolve challenges in performing site visit activities and digital learning. It also contributes by expanding the EL theory and students’ approach to learning knowledge in the architecture education field.

This study aims to propose novel edge device-tailored federated learning algorithms of local classifiers (stochastic gradient descent, support vector machines), namely, FL-lSGD and FL-lSVM. These algorithms are designed to address the challenge of large-scale ImageNet classification.

The authors’ FL-lSGD and FL-lSVM trains in a parallel and incremental manner to build an ensemble local classifier on Raspberry Pis without requiring data exchange. The algorithms load small data blocks of the local training subset stored on the Raspberry Pi sequentially to train the local classifiers. The data block is split into k partitions using the k-means algorithm, and models are trained in parallel on each data partition to enable local data classification.

Empirical test results on the ImageNet data set show that the authors’ FL-lSGD and FL-lSVM algorithms with 4 Raspberry Pis (Quad core Cortex-A72, ARM v8, 64-bit SoC @ 1.5GHz, 4GB RAM) are faster than the state-of-the-art LIBLINEAR algorithm run on a PC (Intel(R) Core i7-4790 CPU, 3.6 GHz, 4 cores, 32GB RAM).

Efficiently addressing the challenge of large-scale ImageNet classification, the authors’ novel federated learning algorithms of local classifiers have been tailored to work on the Raspberry Pi. These algorithms can handle 1,281,167 images and 1,000 classes effectively.