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This paper aims to provide a number of distinct approaches towards this goal, i.e. to translate the information contained in the repositories into knowledge. For centuries, humans have gathered and generated data to study the different phenomena around them. Consequently, there are a variety of information repositories available in many different fields of study. However, the ability to access, integrate and properly interpret the relevant data sets in these repositories has mainly been limited by their ever expanding volumes. The goal of translating the available data to knowledge, eventually leading to wisdom, requires an understanding of the relations, ordering and associations among the data sets.

While the existing information repositories are rich in content, there are no easy means of understanding the relevance or influence of the different facts contained therein. Therefore, the interest of the general populace in terms of prioritizing some data items (or facts) over others is usually lost. In this paper, the goal is to provide approaches for transforming the available facts in the information repositories to wisdom. The authors target the lack of order in the facts presented in the repositories to create a hierarchical distribution based on the common understanding, expectations, opinions and judgments of the different users.

The authors present multiple approaches to extract and order the facts related to each concept, using both automatic and semi-automatic methods. The experiments show that the results of these approaches are similar and very close to the instinctive ordering of facts by users.

The authors believe that the work presented in this paper, with some additions, can be a feasible step to convert the available knowledge to wisdom and a step towards the future of online information systems.

Educational policy is crucial to society. Its process is related to political, economic and cultural variables. Nevertheless, there is a paucity of research in the field of applied social sciences, about how educational policies help to achieve societal objectives and welfare. This study aims to assess the concept and features of school education in Egypt during 1990-2017.

Secondary data were collected using governmental reports and educational institutional reports and assessed through specialized focus groups.

Results showed that, despite the multiplicity of strategies to reform the educational system, achievements and outcomes of educational processes are modest, and the developmental status of Egypt is lower than that of other countries. Studying educational outcomes indicated that school-education suffered from the predominance of quantity over quality and a serious inability to meet requirements of new knowledge era.

A novel future-oriented proposal for context, ethos and reforming aspects of educational policy will be suggested.

Bank tellers have been ignored in stress research. The purpose of this paper is to investigate the relationships between occupational stress, job satisfaction, and gender difference among bank tellers in Ghana.

Using a cross-sectional survey approach, the authors used questionnaires to collect data from bank tellers in Ghana. Valid questionnaires were retrieved from 112 tellers across four banks. The hypotheses were tested using Pearson r-test, standard multiple regression and independent t-test.

The results revealed that tellers are more likely to exhibit counterproductive behaviours such as job dissatisfaction due to work-related stress. The results further showed that gender is not a strong determinant of job satisfaction and occupational stress among the bank tellers. Thus, both male and female tellers can have similar stress perceptions and experiences. Also, both male and female tellers can be satisfied with their jobs.

The findings must be interpreted with caution because cross-sectional surveys are often criticised for causality issues. The causality issue here is that the use of cross-sectional data did not allow the study to examine any changes in some of the constructs examined with time. Also, the results are occupation, industry and country-specific.

To reduce counterproductive behaviours due to occupational stress, human resource managers and line managers of the banks urgently need to train bank tellers on stress management. Emotional intelligence training is also necessary for bank tellers to obtain the needed resources and competencies to deal with daily stress.

A stressful work environment negatively affects employee and organisational productivity and performance. The socioeconomic consequences of occupational stress are expensive for organisations, economies and society. The indirect effect of stress on employees' families and friends are often ignored by organisations.

The transactional stress theory has been applied towards an understanding of occupational stress and job satisfaction among bank tellers. The examination and establishment of particular relationships between occupational stress, job satisfaction and gender difference are significant for human resource managers and other line managers.

The Islamic modest fashion industry is growing rapidly and becoming more competitive within an increasing number of brands available in the market. Based on this reason, both marketers and designers need to create differentiation in their brands. One of the ways to create such differentiation is by establishing a brand personality. Thus, the purpose of this study is to develop a reliable measure of Islamic apparel personality that incorporates the relevant dimensions/traits Muslim females attribute to their apparel.

Islamic apparel brand personality model was developed based on the Qur’an verses, hadith (sayings of Prophet Muhammad), traits in Aaker’s and other Islamic brand personality models. Focus groups were used to generate a list of traits. Following this, a survey research method was used to gather data. Then, exploratory and confirmatory factor analyses were conducted on a sample of 190 Egyptian Muslim females.

This study introduces five dimensions of the Islamic apparel brand personality model, namely, simplicity, feminine, modesty, Islamic and righteousness.

This study contributes to the branding as well as Islamic apparel marketing literature as it is the first Islamic apparel brand personality framework. With the Islamic apparel brand personality model, Islamic apparel designers, producers and marketers can create a strong brand image, use advertising strategies effectively and ultimately attract more potential consumers.

The Islamic apparel brand personality model being the first of its kind is significant for the Islamic apparel industry. It reflects dimensions that are supported by the Quran and hadith and therefore suits the Muslim customer market.

This study aims to investigate the adoption intention of artificial intelligence (AI) in family businesses through the perspectives of digital entrepreneurship and entrepreneurship orientation.

The study examines contributing factors explaining the adoption intention of AI in the context of family businesses. The developed research model is examined and validated using structural equation modelling based on 631 respondents' data. Purposeful sampling is used to collect the respondents' data.

The proposed model included two endogenous (i.e. business innovativeness and adoption intention) and six exogenous variables (i.e. affordances, culture and flexible design, entrepreneurial orientation, generativity, openness and technology orientation) through ten direct paths and three indirect paths. The results depicted the significant influence of all the exogenous variables on the endogenous variable reflecting support of all the hypotheses. The business innovativeness partially mediates the relationships of culture and flexible design, entrepreneurial orientation and technology orientation with adoption intention. Further, the results demonstrated a model variance of 24.6% for business innovativeness and 64.2% for adoption intention of artificial intelligence in the family business.

The study contributes to theoretical developments in entrepreneurship and family business research and AI's theoretical progress, especially to digital entrepreneurship.

Theoretically, it contributes to the literature of entrepreneurship, particularly digital entrepreneurship. Additionally, the research model adds to the role of entrepreneurial orientation and digital entrepreneurship in the emerging family entrepreneurship literature. Considering the scarcity of research in this field, the empirically validated model explaining critical antecedents of AI adoption intention in the family business is a foundation for discussion, critique and future research.

Drawing on Shakespeare, and in particular Hamlet's psychological crisis, this paper examines the relationship between emotions and meaning, a key theme in artistic work since Aristotle but, it is argued, largely ignored in psychology and the social sciences. Now, however, against a background of international terrorism, lessons are being learned from literature's insights.

There is strong excitement during Ponzi schemes and financial bubble periods. This emotion causes investors to turn to “unknown and new investment instruments”. This study, the factors that made “unknown and new investment instruments” preferable to “known and experienced investment instruments” were investigated.

It was taken into account unconscious like phantasy, emotional like emotional intelligence, both affective and cognitive like financial literacy and subjective beliefs like trust and overconfidence. In addition, risk preferences were measured with four different risk variables. In this context, data were collected by online survey method between November 2020 and May 2021 with convenience sampling. First, the data were collected from 832 participants in the pilot study. Additional data were also collected using convenience sampling and online surveys, and a total of 1,692 participants were obtained. Data were analyzed using Statistical Package for the Social Sciences (SPSS) 25 and AMOS 24.

As a result of the analyses made, the variables that lead investors to choose “unknown and new investment instruments” were determined as risky investment intention, phantasy, risk taking/risk avoidance, confidence, risk tolerance and subjective financial literacy. Trust and risk perception have a very weak effect on preferences. However, no effect of emotional intelligence and objective financial literacy was detected. In addition, a moderately positive and significant relationship was found between objective and subjective financial literacy. Subjective financial literacy was found to have a strong and significant relationship with emotional intelligence, confidence, trust, risky investment intention and phantasy.

This study investigates the factors underlying individuals' investment preferences from a broad perspective. We think that this study is unique in this structure and wide variables. We believe that the findings obtained in this manner are unique to both academics and practitioners. We also believe that the findings of the study will make an important contribution to understanding participation behavior in various Ponzi schemes and financial bubbles.

Acceptance and use of mobile shopping as the preferred shopping medium is becoming the new normal today. The proliferation of mobile shopping practices follows unsteady growth patterns in different countries. Despite challenges of price, quality and privacy matters, young consumers still lead the race to engage in mobile shopping activity in developing countries. This research investigates the determinants that either support or hinder the mobile shopping intentions of aspirant young consumers in Pakistan.

The present research applies a consumer-centric approach to the technology adoption framework to unearth the behavioral patterns of these young consumers in Pakistan. Employing the structural equation modeling technique, this research examines the significant effect of structural assurance, perceived risk, trust and various unified theory of acceptance and use of technology (UTAUT) model constructs on behavioral intention to engage in mobile shopping.

This research examines the significant effect of structural assurance, perceived risk, trust and various UTAUT model constructs on behavioral intention to engage in mobile shopping. Results also demonstrate a significant moderating effect of structural assurance and prior shopping experience on the relationship between perceived risk, trust and mobile shopping intentions. Further, the mobile shopping patterns for the male and female segment indicate a significant difference for perceived risk, trust structural assurance and social influence. The research contributes to the growing body of knowledge which advocates the application of consumer-centric customized model approach to explore various factors that either facilitate or impede the adoption of mobile shopping in a developing economy.

The study validates the need to enforce structural assurance mechanism for facilitating mobile shopping in a developing country. It also offers practical implications for online businesses and marketers striving to attract and retain more mobile customers.

The study offers practical implications for online businesses and marketers striving to attract and retain more mobile customers.

This study offers fresh insights about driving elements and impediments of mobile shopping behavioral intentions. Structural assurance and prior shopping experience appear to influence the mobile shopping behavior through direct and indirect effect.

Using the broaden-and-build theory, this study aims to examine whether (1) employees have hateful emotional responses and think the overall performance review is fair at different levels of managers’ emotional flexibility; and (2) the difference in employees’ hateful emotional responses mediates the relationship between managers’ emotional flexibility and employees’ perceptions of performance review fairness across flexibility conditions.

A sample of 110 Pakistani undergraduates participated in the seven waves of online scenario-based experimental research. For a one-way repeated-measures analysis, the general linear model was used, and for a two-condition within-subject mediational path analysis, the mediation and moderation analysis for repeated measures (MEMORE) was used.

Employees experience a high level of performance review justice and a low level of hateful emotional responses when managers are more emotionally flexible during the meeting, and vice versa. A manager’s emotional flexibility may also prevent employees from responding hatefully during performance reviews, which in turn makes them perceive the overall performance review as just.

The study expands on the thought–action repertoire and personal resources, supporting the broaden-and-build theory. The research applies this notion to performance reviews, which are an emotional experience for managers and employees. The study timely addresses organizations’ need for performance management system overhauls by suggesting managers to use emotional flexibility until an alternate performance review system is available.