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This study aims to explore the perception of algorithm accuracy among data professionals in higher education.

Social justice theory guided the qualitative descriptive study and emphasized four principles: access, participation, equity and human rights. Data collection included eight online open-ended questionnaires and six semi-structured interviews. Participants included higher education professionals who have worked with predictive algorithm (PA) recommendations programmed with student data.

Participants are aware of systemic and racial bias in their PA inputs and outputs and acknowledge their responsibility to ethically use PA recommendations with students in historically underrepresented groups (HUGs). For some participants, examining these topics through the lens of social justice was a new experience, which caused them to look at PAs in new ways.

Small sample size is a limitation of the study. Implications for practice include increased stakeholder training, creating an ethical data strategy that protects students, incorporating adverse childhood experiences data with algorithm recommendations, and applying a modified critical race theory framework to algorithm outputs.

The study explored the perception of algorithm accuracy among data professionals in higher education. Examining this topic through a social justice lens contributes to limited research in the field. It also presents implications for addressing racial bias when using PAs with students in HUGs.

The paper combines the systems theoretical perspective on the evolution of societal differentiation and the emergence of codes in communication. By combining the approach by Niklas Luhmann with a historical theology on the development of Christian morality split between God and Devil, it recreates a sociological point of observation on contemporary moral forms by a temporary occupation of the retired Christian Devil.

The article combines a Luhmannian systems theoretical perspective on the evolution of societal differentiation with a concept of emerging codes in communication. The latter is based on on the development of a Christian view of morality being split between God and Devil. It establishes a sociological point of observation on contemporary moral forms through the temporary invocation of the retired figure of the Christian Devil.

The proposed perspective develops a healthy perspective on the exuberant distribution of a health(y) morality across the globe during the pandemic crisis of 2020–21. The temporary invocation of the retired Christian Devil as point of departure in this sociological analysis allows for a disturbing view on the unlimited growth of the morality of health and its inherent dangers of dedifferentiating the highly specialised forms of societal differentiation and organisation.

By applying the diabolical perspective, the analytical framework creates a unique opportunity to observe the moral encodings of semantic forms in detail, while keeping the freedom of scientific enquiry to choose amongst available distinctions in the creation of sound empirical knowledge. This article adopts a neutral stance, for the good of sociological analysis. The applications of the term “evil” to observations of communication are indifferent to anything but itself and its qualities as scientific enquiry.

To open your heart to others is a physical act of leadership. It can include crying and inspire hugs. In this chapter, I explore what it means to open your heart, why doing so is an act of leadership, how to do it, and why it is difficult to do. Opening your heart to others is both the simplest, most natural thing in the world, and tremendously difficult at the same time. It means sharing a part of ourselves that others will recognize as real and true, and important in a way that feels incredibly vulnerable. Opening your heart is a way of creating and working with the connection between people. Actors have long recognized that the single biggest barrier to achieving the kind of connection that comes from opening your heart is playing status games with each other. The challenge for the leader is to transcend the status game and stop playing it in a way that doesn’t damage their status as a leader. I offer an example of how Frank showed real leadership by overcoming his fear and opening his heart to his employees.

Social exclusion is a complicated psychological phenomenon with behavioral ramifications that influences consumers' lifestyles and behaviors. In contrast, anthropomorphism is a phenomenon that marketing strategists employ and that occurs in customers' lives as a result of social isolation. The literature discusses these two complicated structures as ones that require investigation based on consumer judgments. The purpose of the current study is to understand the fundamental motivations that underlie the propensity for anthropomorphizing in people who suffer social isolation through their pets.

To look into the motivations driving these themes, a study technique with three distinct components was created. Cyberball was employed as a technique to manipulate social exclusion in the initial stage of this research methodology. Two scenarios, one of which had an anthropomorphizing tendency and the other of which did not, were presented to participants who had suffered social exclusion and advanced to the second phase in order to determine the anthropomorphizing tendency. The Attachment to Pets Scale (LAPS), which Johnson et al. (1992) created based on the social support provided by pets, was utilized while creating the scenarios. The Zaltman method was applied as an interviewing technique in the third stage of the research design, with the interviewees being guided by visuals that reflected their emotions and thoughts.

The results of the data analysis were evaluated in light of social psychology. A more thorough expression of the complex relationship between anthropomorphism and those who experience social exclusion has been made. The findings showed that when people anthropomorphize their pets in response to feelings of social exclusion, the motivations that emerge include pure love, loyalty, animals' need for a human, living creature and embracing. The study emphasizes that these ideas will be helpful in customers' interactions with anthropomorphic objects.

As a contribution to the literature, the study findings offer the five major motivations underpinning these beliefs. These findings may help marketing scientists comprehend social exclusion and anthropomorphism, thereby benefiting the individual and society.

The majority of research in the literature (Chen et al., 2017; Epley et al., 2008; Eyssel and Reich, 2013; Waytz et al., 2019) verified that people who were socially excluded would use anthropomorphism, but no studies were discovered about the motivations outlined in the current study. The results of this investigation should add to the body of knowledge in this area. The pet was employed as an anthropomorphism tool in the current study because it is the object that a person chooses to anthropomorphize deliberately and independently. It adds to the study's originality by explaining in the individual's own terminology how he will feel as a result of his social isolation, how he will make up for it and potential responses he may have. In addition to all of these contributions, the study's primary goal of analyzing the motivations behind anthropomorphism yields significant findings that are relevant to both industry and academic research.

This research aims to examine the educational philosophy of teachers in classrooms. Teachers' educational philosophy influences the power balance, course content function, student and teacher roles, responsibility for learning and assessment purposes and processes. The research also analyzes whether gender, qualification, specialization and experience significantly influence classroom educational philosophies.

The study utilized a quantitative research design, utilizing data from 193 teachers working in a public higher education institution in the Sultanate of Oman. The study utilized a survey method to solicit data from the respondents. Besides utilizing descriptive statistics such as mean and standard deviation, the study used analysis of variance (ANOVA) and t-test to test the hypotheses.

Analysis revealed an instructional strategy's preference, including elements of both teacher-centered and student-centered educational philosophies. Elements of progressivism, constructivism, reconstructivism and perennialism are more relevant in the teacher's instructional design. The results show no significant differences in teachers' pedagogical philosophy that exist based on gender, specialization and experience. However, teachers' age significantly influences their educational philosophy preferences.

This research centers on a public higher education institution in the Sultanate of Oman, with a particular focus on the Department of Business Studies. This resarch delimits its discussion on teachers' chosen educational philosophy. Other possible factors may also impact student retention and effective teaching and learning.

This research offers valuable insights to academicians, higher education administrators, and policymakers. Specifically, this research emphasizes the significance of employing a blended approach, which incorporates both student-centered and teacher-centered educational philosophies, to enhance student engagement, retention, and effective teaching and learning.

This research emphasizes the importance of educators' adoption of a blended educational philosophy in promoting student retention and engagement within higher education institutions. To achieve desirable outcomes, policymakers in higher education must ascertain which educational philosophy is most effective in the classroom. Additionally, ensuring congruence between preferred educational philosophy and teachers’  instructional practices is vital in facilitating effective teaching and learning.

To the best of the authors’ knowledge, this study is the first of its kind among teachers in higher education in the Sultanate of Oman. The outcome of this study helps detail the specific strategies teachers deploy and categorize into various educational philosophies.

This paper reports the first phase of a research project on mental health policy in Scotland that investigates the way knowledge is mobilised in the policy process. In this first phase of the project, the authors' concern has been to map the organisational domain of mental health policy in Scotland, paying attention to the form and structure of agencies and organisations as well as to the relationships between them. The paper describes a set of organisations in which central government is dominant but notes also a range of organisational forms and functions, and a diversity of sources of knowledge, expertise and information on which they draw. A dense network of linkages between agencies is identified.

There is considerable public and private attention directed toward the current social, political and economic status of African American males in the United States. As a group, African American males place last on most positive indicators and first on most negative indicators. These facts, at first glance, might be alarming on their own, though first and last are expected parameters in descriptive statistics. What is highly alarming is the size of the gap between African American males and other groups on various indicators, and the consistency in which African American males are in a negative position and the painfully slow progress that we as a nation are making toward correcting the situation, and “correcting” is used loosely. The status of African American males is considered from an education economics point of view and a strategy for reversing disturbing trends for this group is presented. Significantly, science, technology, engineering, and mathematics (STEM) disciplines are long-standing contributors to the economic development of the nation. Although some African American males are educationally and professionally successful in STEM careers, African American males' proportions pale in comparison with other groups. Effective mentoring strategies are offered as a means for increasing the success rate in these rigorous fields and ultimately reversing the current trends regarding the condition of African American males in the United States.

According to statistics by the US National Sexual Violence Resource Center, more than 50% of women claim they have been raped by an intimate partner or an acquaintance. In this experiment, the authors test whether exposing individuals to different types of images portraying the victim and their perpetrator influences individuals' perception of (1) the perpetrator's deserved punishment and (2) the role played by the victim in her rape.

In an experimental survey, the authors randomly treat groups of individuals with manipulated facial and physical expressions of the same photographs.

The authors find that news about rape are more or less effective in uncovering the seriousness of the crime independent of the pictures accompanying them, suggesting media should avoid their misusage.

While the role of the narrative of rape has been extensively discussed in the literature from a theoretical perspective, this research provides original evidence based on actual behavioural response.

The purpose of this paper is to assess the viability of the scholarly search engine Microsoft Academic (MA) as a citation source for evaluating/ranking marketing journals.

This study performs a comparison between MA and Google Scholar (GS) in terms of journal coverage, h-index values and journal rankings.

Findings indicate that: MA (vs GS) covers 96.80 percent (vs 97.87 percent) of the assessed 94 marketing-focused journals; the MA-based h-index exhibits values that are 35.45 percent lower than the GS-based h-index; and that the MA-based ranking and the GS-based ranking are highly consistent. Based on these findings, MA seems to constitute a rather viable citation source for assessing a marketing journal’s impact.

This study focuses on one discipline, that is, marketing.

This study identifies some issues that would need to be fixed by the MA’s development team. It recommends some further enhancements with respect to journal title entry, publication year allocation and field classification. It also provides two up-to-date rankings for more than 90 marketing-focused journals based on actual cites (October 2018) of articles published between 2013 and 2017.