The demand for business and data analysts is growing. The business school is well positioned to offer programs to meet these needs. This paper presents both the findings from a review of the existing literature on data analytics job roles, skills required for those roles and also feedback from industry experts on findings. Three different types of…

Teachers often provide more positive feedback to ethnic minority students than to ethnic majority students in order to compensate for potential discrimination. However, even feedback that sounds positive can have unwanted effects on the students, such as reinforcing negative beliefs and reducing motivation. In this experimental pilot study, we…

This study aimed to examine the impact of years of experience and field of expertise on the development of chemistry knowledge structures from STEM experts comprising 103 professors, 10 postdocs, and 146 doctoral students. Of these participants, 127 were specialized in chemistry and the rest were from various science and engineering disciplines.…

In a cloud computing environment, traditional digital forensic processes (such as turning off the computer to image the computer hard drive) can be disruptive to businesses because the data of businesses may be co-mingled with other content. As technology changes, the way digital forensics acquisitions are conducted are also changing. The change…

The question of how individual features affect the development of design expertise has yet to be thoroughly researched. While some works acknowledged the importance of design abilities and creative ideation for design expertise, there is no theoretical framework that explicates their relationships and supports it empirically. The present research…

Lesson study has attracted the attention of teachers and teacher educators over the past two decades, and practices vary from region to region and from school to school. This study, as a conceptual discussion paper, aims to discuss the modes of coordination of lesson study at the school level, based on comparative institutional analysis (CIA). CIA…

Beginning and expert supervisors' cognitions and cognitive structures were compared via concept mapping, a mixed methods design. Both beginning and expert supervisors reported a variety of cognitions representing developmental characteristics in 3 areas: assessment of supervisees, conceptualization and management of supervision, and supervisory…

Notions of research quality are contextual in many respects: they vary between fields of research, between review contexts and between policy contexts. Yet, the role of these co-existing notions in research, and in research policy, is poorly understood. In this paper we offer a novel framework to study and understand research quality across three…

This chapter examines an underexplored way in which deans enact their authority in Responsibility Center Budgeting (RCB)--mobilizing the expertise of administrators in their colleges to establish academic and budgetary priorities. The findings underscore the benefits of deans harnessing the expertise of their senior administrative teams to make…

For many years, scholars have investigated instructional design expertise and described the difficulty defining it. A lack of a clear definition, inclusive of primary components, poses a measurement problem for those seeking to evaluate the development of expertise. An overarching aim of this study is to gather evidence to support a definition of…

Scientific misinformation and disinformation, proliferating via the internet and social media, are now significant problems. Proposed solutions vary substantially. Here, I describe a set of prospective benchmarks--10 competencies--that seem essential for reorienting science education to address the challenge. They include, first, elements of…

With a brief half-second presentation, a medical expert can determine at above chance levels whether a medical scan she sees is abnormal based on a first impression arising from an initial global image process, termed "gist." The nature of gist processing is debated but this debate stems from results in medical experts who have years of…

Purpose: To examine how federal/state-level policy guidance and local context have influenced district and school leader responses to the COVID-19 pandemic, as well as how these external/internal factors might provide a window into K-12 crisis leadership and policy sensemaking more broadly. Research: Investigating two districts over two years…

The study reported on here was a qualitative interpretative case study. We explored the pedagogical issues of Senior Phase natural sciences teachers when teaching the matter and materials strand in some of the schools in the Siyabuswa circuit. This study was motivated by the concerted focus on the Fourth Industrial Revolution in developing…

This paper explored the experiences of geography subject advisors (GSAs) in the implementation of Geographic Information Systems (GIS) in South African schools. This was done to determine how they assist in the implementation of GIS. National senior certificate diagnostic reports for matric results indicate every year that learners are performing…