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Hybrid learning has become a reality due to the onslaught of the COVID-19 pandemic. Students world over had to switch to this new learning format. This study aims to analyze the impact of innovation attributes of the Unified Theory of Acceptance and User Technology (UTAUT2) model and community of inquiry (COI) framework on the hybrid learning experience and the continued intention for it.

Using a cross-sectional research design, the study has adapted a scale from past studies and collected data using purposive sampling from the student community. The research has used the structural equation modeling technique using SMART-PLS to study the hypothesized relationships.

The study’s findings are that performance expectancy, effort expectancy, facilitating conditions, hedonic motivation, teaching presence, cognitive presence and social presence influence hybrid learning experience and continued intention. Further hybrid learning experience mediates the continued intention.

This study has several academic and practical implications for improving the hybrid learning experience. Various stakeholders can get insights on improving the user’s desire to pursue learning in a hybrid environment.

Hybrid learner experience is an upcoming area of research and yet unexplored in India as well as in other countries. A new hybrid experience model was developed by extending the UTAUT2 to include the COI framework and learner experience frameworks.

The purpose of this study is to explore the design of outdoor play spaces in Cairo that provide an enjoyable play experience, along with opportunities for enhancing child social and cognitive developmental skills through play features incorporated in their play spaces to achieve this goal.

The study adopts a qualitative methodology to examine the effectiveness of natural, customized and elevated features on social and cognitive play behaviors of 6–8 year-olds. Data were gathered in three different play settings; a play space inside a social club, a park and a schoolyard. Data gathering relied on observations, written descriptions of play patterns and recordings of children's conversations. Additionally, the researcher utilized sketching diagrams to illustrate children's preferences for play with each feature.

The results of the study indicate that incorporating natural, elevated and customized play features into children's play spaces can enhance their environment and provide opportunities for fostering their social and cognitive skills.

This study reports the occurrence of indicative behaviors and not the exact measurement of skill development. Research involving children can have limitations in terms of reliability of results due to slight variations affected by unmeasurable circumstances.

The study makes a valuable contribution towards enhancing the quality of children's play spaces in Cairo by emphasizing the significance of providing opportunities for social and cognitive in addition to physical play.

Exposure to indoor air pollutants poses a significant health risk, contributing to various ailments such as respiratory and cardiovascular diseases. These unhealthy consequences are specifically alarming for athletes during exercise due to their higher respiratory rate. Therefore, studying, predicting and curtailing exposure to indoor air contaminants during athletic activities is essential for fitness facilities. The objective of this study is to develop a neural network model designed for predicting optimal (in terms of health) occupancy intervals using monitored indoor air quality (IAQ) data.

This research study presents an innovative approach employing a long short-term memory (LSTM) recurrent neural network (RNN) to determine optimal occupancy intervals for ensuring the safety and well-being of occupants. The dataset was collected over a 3-month monitoring campaign, encompassing 15 meteorological and indoor environmental parameters monitored. All the parameters were monitored in 5-min intervals, resulting in a total of 77,520 data points. The dataset collection parameters included the building’s ventilation methods as well as the level of occupancy. Initial preprocessing involved computing the correlation matrix and identifying highly correlated variables to serve as inputs for the LSTM network model.

The findings underscore the efficacy of the proposed artificial intelligence model in forecasting indoor conditions, yielding highly specific predicted time slots. Using the training dataset and established threshold values, the model effectively identifies benign periods for occupancy. Validation of the predicted time slots is conducted utilizing features chosen from the correlation matrix and their corresponding standard ranges. Essentially, this process determines the ratio of recommended to non-recommended timing intervals.

Humans do not have the capacity to process this data and make such a relevant decision, though the complexity of the parameters of IAQ imposes significant barriers to human decision-making, artificial intelligence and machine learning systems, which are different. Present research utilizing multilayer perceptron (MLP) and LSTM algorithms for evaluating indoor air pollution levels lacks the capability to predict specific time slots. This study aims to fill this gap in evaluation methodologies. Therefore, the utilized LSTM-RNN model can provide a day-ahead prediction of indoor air pollutants, making its competency far beyond the human being’s and regular sensors' capacities.

This paper aims to investigate the relationship between academia and society focusing on how technical universities perform Third Mission (TM) to promote knowledge outside the academic environment producing multiple benefits.

This investigation is performed through the conceptual approach. The theoretical background of the TM is explored through scientific literature review. It analyses a selected pool of experiences focused on Environmental and Sustainable Education (ESE). The study identifies significant aspects of two specific case studies, designed and implemented by the authors.

Outcomes show opportunities and limitations in the application of ESE on behalf of technical academia. The study suggests solutions, precautions and systemic changes to promote ESE for childhood as TM activity in technical engineering academia. These recommendations can be useful for policymakers to set academic goals and plan the strategic management of teaching, research and TM.

The paper focuses on the role of technical engineering universities and criticalities faced by academics to foster and perform ESE. Future perspectives aim to create new opportunities to strengthen the social impact of scientific and technical research by building bridges with childhood education.

This study aims to delve into the evolution, trends and implications of scientific production related to service learning (SL) and community engagement for sustainability in higher education institutions (HEIs). Because HEIs play a crucial role in achieving the sustainable development goals (SDGs), experiential learning approaches are needed to actively involve students in sustainable development.

In total, 869 publications from Web of Science and Scopus databases were analysed using a bibliometric approach that included performance analysis and science mapping. Subsequently, a systematic literature review was conducted on 118 publications, focusing on their contribution to SDGs and alignment with United Nations Educational Scientific and Cultural Organisation’s fields of expertise.

The findings reveal two significant trends: a substantial shift from curriculum development (2000–2010) to education for sustainable development (2011–2022), and the effectiveness of experiential learning teaching approaches, such as the integration of SL with community engagement and the use of innovative research methods in promoting the acquisition of sustainable development competencies. Additionally, community-based research, participatory action research and capacity development emerged as the primary topics.

While this research is based on publications from two prominent databases, it may not include significant studies published in other databases.

These findings suggest that stakeholders should incorporate experiential learning activities and innovative research approaches to enhance education in, for and from sustainability.

This study offers a fresh perspective on the intellectual framework of experiential learning teaching approaches concerning sustainability in HEIs.

This study aims to examine the impact of knowledge and skills acquisition from youth leadership programs on the extent of training transfer. Additionally, it explores the role of self-esteem as a potential intervening mechanism in linking the acquired knowledge and skills to the transfer of training.

Using a non-probability purposive sampling, data were gathered from participants of youth leadership programs in Brunei. The study hypotheses were validated using multiple linear regression analysis and Hayes PROCESS macro.

The findings revealed that knowledge and skills acquisition positively affect the extent of training transfer among youth leadership program participants. Moreover, self-esteem is found to be a crucial mediator in the relationship between knowledge and skills acquired from youth leadership programs and the extent of training transfer.

The study suggests that to optimize the transfer of training in the youth leadership programs, relevant stakeholders – training providers, and practitioners – must prioritize not only the knowledge and skills acquisition but also the cultivation of participants’ self-esteem. To achieve this, a primary focus should be placed on the criticality of designing such programs to address these factors. Policymakers, particularly in Brunei, can enhance the leadership pipeline among the youth population and expedite progress toward achieving the national vision by aligning leadership development initiatives with the broader national development agenda.

Collectively, this study enhances understanding of training transfer in youth leadership development, an often-overlooked area in the literature.

Most of the current literature investigates workplace-based formal and informal learning separately; thus, the relationship between these two types of learning remains unclear. This study aims to fill this research gap, drawing on self-determination theory to bridge teachers’ formal and informal learning and uncover the relationship between the two.

The participants of the study are 1,886 primary and secondary in-service teachers in China. Structural equation modeling and bootstrapping are used to test the proposed model.

The study reveals complicated influencing mechanisms of formal learning on different types of informal learning among in-service teachers. Teachers’ basic psychological needs, satisfaction and challenge-seeking behavior are found to play crucial mediating roles in this process.

First, this study suggests that different configurations of intervention strategies should be formulated depending on the foci for improving teachers’ learning. Second, this study indicates that only highlighting the importance of reflection, which is the approach currently used, is not sufficient to improve teachers’ daily reflective practice. Third, there is an urgent need to design training programs to improve teachers’ abilities to purposefully expand their job boundaries, which could not only benefit teachers’ performance but also contribute to school improvement. For policymakers and school principals, we suggest that more attention be given to the satisfaction of teachers’ basic needs.

This study contributes to the literature on workplace learning by connecting formal and informal learning and elucidating how teachers’ reported formal learning influences their informal learning activities via varied paths. The findings have implications for continuous professional development policy and training programs in the workplace.

This study aims to provide a qualitative framework for satisfactory sustainable education for international accounting students using a meta-synthetic approach.

To determine the components and indicators of satisfactory sustainable education for international accounting students, a meta-synthesis allows for the attainment of the objectives of study. In the first phase of study, international related literature was reviewed (n = 2,176). After several screenings for measuring the quality of the related literature including Critical Appraisals Skills Program (CASP), the total number of selected papers was 48, and 2,128 were excluded.

The present research proposed a comprehensive conceptual model for sustainable education and international accounting students’ satisfaction, with seven components and 63 indicators. To assess the credibility of phases, the indicators were presented to five experts independently. The reliability of the proposed conceptual model was tested using Cohen’s Kappa coefficient and analyzed in SPSS. Kappa’s coefficient showed that the agreement level was high and the reliability was high too.

Sustainable education and student satisfaction are crucial for maintaining a competitive international education market. There are ongoing debates about accounting education, particularly accreditation challenges and the need for clear regulations on academic interaction with practice. Accounting education has also been criticized for being outdated, promoting surface-level learning and neglecting the development of broader skills in university graduates. Therefore, it is important to understand sustainable education for international accounting students. The present study aims to identify the aspects of accounting educational services that international accounting students perceive important for increasing satisfaction. This research provides empirical evidence and suggests potential avenues for future research in other countries.

The paper reports the findings of a research project exploring the information experiences of bonsai growers in Australia as an example of a serious leisure pursuit.

The study used phenomenology as a qualitative approach in an interpretive paradigm. The data collection technique was a semi-structured interview with open-ended questions, and 23 volunteers were recruited via a maximum variation sampling strategy. The study employed the Serious Leisure Perspective and Information Experience as its theoretical frameworks.

Bonsai growers rely on three primary sources of information: publications, people, and plants. They use formal and informal publications across various media. They interact with fellow bonsai growers to share experiences and seek advice. The shape and conditions of bonsai trees are sources of embedded information that help them to make informed decisions in their practice. They have a culture of information sharing on many grounds, such as local clubs, online forums, and workshops. Their embodied information manifests in their sophisticated skills of shaping bonsai trees to express the aesthetic principles of this ancient art.

The findings are contextual and cannot be generalised. A generalisation of the result needs to be tested in a broader population.

Engaging in the bonsai hobby often fosters a sense of community among bonsai enthusiasts. Understanding these social connections can contribute to the development of supportive networks and enhance belongingness.

The study contributes to understanding the information experiences in serious leisure. It offers new evidence-based insights that can inform the design of information systems and services tailored to the needs of leisure pursuers.

Despite worldwide climate change and the problems caused by using fossil fuels, energy consumption in the world keeps rising every year. The areas with extremely cold or scorching climates are large, and significant amounts of energy are getting used in these areas for heating, cooling, and ventilation. The general purpose of this study is to investigate the possible relationship between the climatic characteristics of the Esfahak, a village located in the hot desert region of Iran, and the physical characteristics of its built environment.

The method of this research is qualitative and somewhat descriptive-analytical. In this regard, the architectural features of Esfahak village are compared with the principles mentioned in the Mahoney tables to determine the degree of compliance of the architecture of this village with the climatic condition.

The results show that design principles have been used in all indicators discussed in the Mahoney tables. By applying these principles, not only did the acute weather conditions not prevent the initial settlement in the village location, they have not caused inhabitants to leave the site over time as well.

The impacts of bioclimatic design strategies on thermal comfort in hot desert regions are seldom studied. This research provides evidence-based and informed design recommendations that can help building designers and city authorities integrate bioclimatic design strategies at the earliest conceptual design phases in hot desert climates.