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This study aims to endeavour to decode artificial intelligence (AI)-based tokens' complex dynamics and predictability using a comprehensive multivariate framework that integrates technical and macroeconomic indicators.

In this study we used advance machine learning techniques, such as gradient boosting regression (GBR), random forest (RF) and notably long short-term memory (LSTM) networks, this research provides a nuanced understanding of the factors driving the performance of AI tokens. The study’s comparative analysis highlights the superior predictive capabilities of LSTM models, as evidenced by their performance across various AI digital tokens such as AGIX-singularity-NET, Cortex and numeraire NMR.

This study finding shows that through an intricate exploration of feature importance and the impact of speculative behaviour, the research elucidates the long-term patterns and resilience of AI-based tokens against economic shifts. The SHapley Additive exPlanations (SHAP) analysis results show that technical and some macroeconomic factors play a dominant role in price production. It also examines the potential of these models for strategic investment and hedging, underscoring their relevance in an increasingly digital economy.

According to our knowledge, the absence of AI research frameworks for forecasting and modelling current aria-leading AI tokens is apparent. Due to a lack of study on understanding the relationship between the AI token market and other factors, forecasting is outstandingly demanding. This study provides a robust predictive framework to accurately identify the changing trends of AI tokens within a multivariate context and fill the gaps in existing research. We can investigate detailed predictive analytics with the help of modern AI algorithms and correct model interpretation to elaborate on the behaviour patterns of developing decentralised digital AI-based token prices.

Sustainability has globally become a mantra to address complex and unprecedented survival, social, political and peace issues. Higher education institutions bear responsibility to address them. This paper aims to explore barriers that Pakistani public universities (PPUs) face in embedding sustainability at their campuses. This paper also offers potential opportunities to take initiatives to minimize barriers and move towards a sustainable future.

This paper is based on case study approach, and data were gathered through interviews and documents. Interviews with 11 academic administrators were conducted to gain deeper understanding on issues of governance and its influence on sustainability. Data were analysed using thematic analysis that created thematic map/model.

Key findings include, firstly, that majority of participants think poor governance is the biggest issue in demoting sustainability. This barrier causes an array of interconnected barriers. Secondly, participants strongly associate unsustainability with lack of institutional change and training. Finally, lack of resources was the most frequently articulated barrier. Findings provided a rationale to propose suggestions to promote sustainability.

Developed countries are leaders in promoting sustainability, whereas developing countries are laggards. Pakistan, a developing country, does not have substantial research to reveal the barriers PPUs are facing to promote sustainability. This paper is an attempt to address research gap in identifying barriers to sustainability.

Building Information Modeling (BIM) is a revolutionary innovation in the construction industry to virtually design and mange projects throughout the building lifecycle. Although Estonia is one of the foremost countries in the Information and Communications Technology (ICT) sector, BIM adoption in the Estonian construction industry is still lagging behind other countries. This paper is part of doctoral research that aims to determine the barriers to BIM adoption and develop a framework for effective implementation of BIM in the Estonian construction industry. The purpose of this paper is to examine the status of BIM adoption, BIM benefits and common barriers to BIM adoption in the construction industry worldwide.

The methodology used in this study is a literature review of journal articles, conference proceedings and published reports from various sources.

This study showed BIM benefits through building lifecycle phases and explored the BIM adoption rate in the construction industry of various countries. Eighteen barriers to BIM adoption were also identified.

The study presented is limited to a literature review – some related literature may have been missed.

The main practical significance of this study is that the findings can be used to inform a further survey to model the barriers to BIM adoption in the Estonian construction industry.

This study offers information on BIM adoption in the construction industry and will form the basis of further research.

This study aims to investigate the question concerning whether tournament incentives motivate chief executive officers (CEOs) to be socially responsible.

Data from all A-share Chinese companies listed on the Shanghai and Shenzhen stock exchanges for the period from 2010 to 2015 are used. To draw inferences from the data, ordinary least squares (OLS) regression and cluster OLS are used as a baseline methodology. To control for the possible issue of endogeneity, firm-fixed-effects regression, two-stage least squares regression and propensity score matching are used.

A reliable evidence is found that tournament incentives motivate CEOs to be more socially responsible. Additional analysis reveals that the positive effect of CEO tournament incentives on corporate social responsibility performance (CSRP) is more pronounced in state-owned firms than it is in non-state-owned firms. The study’s findings are consistent with tournament theory and the conventional wisdom hypothesis, which proposes that better incentives lead to competitiveness, which improves financial and social performance.

The study’s findings have implications for companies and regulators who wish to enhance CSRP by giving tournament incentives to top managers. Investment in social responsibility may reduce the conflict between executives and employees and improve the corporate culture.

This study contributes to the existing literature by providing the first evidence that CEOs’ tournament incentives play a vital role in CSRP. The study’s findings contribute to tournament theory.

This study aims to broaden the understanding of the mechanisms through which workplace bullying might affect employees’ intention to leave the organisation, as well as the mediating role of burnout in the relationship between workplace bullying and turnover intention.

The sample included 884 employees from different Portuguese organisations operating in the tertiary sector and industry. This study uses structural equation modelling to evaluate the hypothesised model.

The results suggest that workplace bullying causes high levels of burnout in victims and increases their turnover intentions. The results further suggest that burnout fully mediates the effect of workplace bullying on turnover intentions.

Organisations should work to reduce these problems in workplace environments, focusing on HRM models that prevent the precursors of workplace bullying, particularly those associated with low determination of HR practices and the emphasis on employee participation. Implementing workplace ethical guidelines as part of an annual action plan can contribute to cultivating organisational cultures that reject any form of devaluation of human worth within the organisation.

There is little knowledge on the mediating role of burnout in the relationship between workplace bullying and turnover intention. This study answers the call for further empirical research from those who have argued that more information is needed and contributes to the growing debate on this topic and its effects on Portuguese employees. This study seeks to fill these gaps by developing a model of workplace bullying and its consequences and exploring burnout’s potential mediating role.

One aspect of agency theory suggests that dominant shareholders use the firm’s assets for their personal benefits and 1thus expropriate minority shareholders (tunneling). Accordingly, this paper aims to examine the effect of capital structure and cash holding decisions on minority shareholders' expropriation for short and long periods.

Data of 16 years (2000-2015) has been obtained from 200 non-financial firms registered at Pakistan Stock Exchange (PSX). The study used fixed effect and autoregressive distributed lagged to obtain the results.

The results suggest that the presence of more debts in capital structure is positively associated with minority shareholders' expropriation, whereas a negative association has been found between the level of cash holding and minority shareholders expropriation. These results have been observed as significant both for the short and long run.

This study also suggests some important measures to control minority shareholders' expropriation by the dominant shareholders and thus to protect their rights.

There is a lack of literature for this severe issue in the developing countries especially Pakistan, so this study narrates the potential measures to the regulatory authority of the market to curb tunneling and to protect minority shareholders.

The purpose of this study is to find the empirical causal relationship between Islamic bank term deposit rates (IBTDR) and conventional bank term deposit rates (CBTDR) in the short-term.

This study analyzes the short-term causal relationship between the term deposit rates (TDRs) for the time period of three years 2015 to 2018 on monthly data of IBTDR and CBTDR. Granger causality test, variance decomposition and impulse response function are applied to examine if there is any short-term causal relationship between the IBTDR and CBTDR.

This empirical study establishes that the IBTDR are dependent on the CBTDR in the short-term.

This research provides an insight for the customers of TDRs of the Islamic banking system. This study is not only a significant insight for the end-users but also for the regulators and researchers as it provides important empirical evidence. This could lead to further research on the reasons for causality.

There has not been any study of this nature in Pakistan to identify the causality of the two-TDRs. This research expands the dynamics of research in the context of the banking sector.

This study aims to investigate how despotic leadership affects employee well-being through bullying behavior. The study further investigates emotional intelligence as a conditional variable on the association between bullying behavior and employee well-being.

The data from 257 nurses and their immediate supervisors (dyads) were collected on convenience basis using a cross-sectional design. Further, structural equation modeling was used to analyze the data.

The study noted that despotic leadership negatively affects employee well-being. Specifically, despotic leaders were noted to trigger employees’ bullying behavior that ultimately diminish their well-being. The study noted emotional intelligence as a conditional variable such that individuals with high emotional intelligence are more likely to buffer the negative association between bullying behavior and employee well-being.

This study highlights the importance of employee well-being and suggests the management focus on their leadership style. Further, the study suggests to Human Resource practitioners the importance of personality traits (emotional intelligence) at the time of recruitment, as it serves as a coping strategy to diminish employee well-being.

Drawing upon the conservation of resources, this study shed light on the mediating role of bullying behavior between negative leadership (despotic) and well-being. In addition, emotional intelligence has not been examined as a conditional variable between bullying behavior and employee well-being.

The purpose of this study is to investigate the nexus between preferences of customers toward operations of Islamic windows from conventional banks. However, financial institution system of any country has a dominant importance for its growth level. This study makes a comparative analysis and nexus among Islamic windows of conventional banks, Islamic and conventional banks.

A well-designed questionnaire has been made and distributed among three types of bank customers to get their perception and preference regarding services qualities and operations from all three types of financial institutions. This study used statistical package of social sciences software for data analysis.

The results revealed that customers from Islamic windows have serious dispute on its Shariah-compliant regulation and fifty one per cent (51 per cent) of customer did not trust on the member of Shariah board. The mid age of customers preferred the services of Islamic windows, as it has multi-dimensional options for customers. Finally, customers from almost all three types prestigious that technology has found a significant impact for better service qualities and found a positive change in customer behavior.

This study is a first ever attempt in its nature to investigate that the customer’s preferences and different operations exist in three types of banking system in Pakistan. This study also helps to policymakers regarding customer needs and wants to provide better services.