Knowledge,Skills, and Abilities for Entry‐Level Business Analytics Positions: A Multi‐Method Study

It is impossible to deny the significant impact from the emergence of big data and business analytics” on the fields of Information Technology, Quantitative Methods, and the Decision Sciences. Both industry and academia seek to hire talent in these areas with the hope of developing organizational competencies. This article describes a multi‐method research agenda that was executed to ascertain insights regarding which knowledge, skills, and abilities, (KSAs) are valued by employers seeking to hire entry‐level analytics professionals from schools of business. Current undergraduate business analytics programs are first examined to define the research scope. A triangulated mixed‐method research approach is then used to determine the knowledge, skills, and abilities that are in demand for entry‐level jobs in this area. Finally, the multi‐method triangulation of data is combined with experiences in building academic programs in business analytics at two nationally‐ranked state universities to offer insights for those seeking to develop academic programs in this area.     

Creating Impactful Student Learning in a Business Analytics Program through Leveraging Scholar‐Practitioner Engagement

Industry demand for talented analytics professionals has created a significant increase in degree programs (e.g., MS in Analytics) around the globe. Many of these programs incorporate experiential learning in the curriculum to foster a deeper understanding. This article focuses on the value and challenges in implementing experiential learning in an analytics‐focused degree program by incorporating and scaffolding multiple organizational analytics projects throughout the curriculum. In addition, this article focuses on the manner in which these organizational analytics projects can create value for scholars, beyond student learning. Scholar‐practitioner partnerships have the potential to advance not only the field of academic research but also the rigor of actual practice. We report our experiences and best practices in creating and leveraging scholar‐practitioner partnerships in the context of project‐based experiential learning in a Master of Science in Business Analytics (MSBA) program. We provide motivation for creating such partnerships for teaching analytics, document student and organizational success, offer illustrations of exemplary experiential learning projects, and discuss the challenges that need to be managed.     

Electronic Textbooks: Antecedents of Students’ Adoption and Learning Outcomes

Faculty and students are increasingly faced with the opportunity to use electronic versions of textbooks (e‐texts). Despite the advantages of e‐texts and recent advances in technology, evidence suggests that students are still reluctant to adopt and use e‐texts. This situation leads us to investigate two research questions: What factors contribute to students’ acceptance of e‐texts? Are there differences between hardcopy texts and e‐texts when it comes to course grade? We draw on a variety of perspectives (i.e., psychology, management information systems, economics, environmental studies) to build a framework that allows us to determine the motivations of students for adopting e‐texts, and the learning outcomes of e‐text adoption. Data was collected via a survey administered in the business school of a metropolitan university with approximately 20,000 students, located in the western United States. Results suggest that perceived ease‐of‐use and the price of e‐texts relative to hardcopy texts are two key motivators in e‐text adoption, while perceived usefulness, Internet self‐efficacy and environmental concerns are not significant motivators. However, there was no significant difference in the grades of e‐text adopters compared to hardcopy adopters. We conclude this paper by discussing the implications of our findings for educators.     

Teaching Plan‐Do‐Study‐Act (PDSA) in a Supply Chain Context: A Paper Football In‐Class Activity

We develop a single‐class period learning game for the Plan‐Do‐Study‐Act (PDSA) improvement cycle. The experiential activity walks teams through the PDSA problem‐solving process as they create paper American footballs and improve their performance using each step of the cycle. The game is one of the first to focus on PDSA. Key benefits include increased student attention, engagement, and learning. Empirical tests show that participant pre‐ and post‐test scores regarding their understanding of each phase of PDSA improved 21.2% after completing the game. Additionally, the treatment group performed 16.6% higher than the control group. In participant perception questions, 85% of participants felt the game was more effective than lecture or reading, 93% felt the game was fun, 95% felt the game improved their understanding of PDSA, and 98% felt the game was engaging.     

The Impact of Emotions on Student Achievement in Synchronous Hybrid Business and Public Administration Programs: A Longitudinal Test of Control‐Value Theory*

Synchronous hybrid delivery (simultaneously teaching on‐campus and online students using Web conferencing) is becoming more common in higher education. However, little is known about students’ emotions in these environments. Although often overlooked, emotions are fundamental antecedents of success. This study longitudinally examined the role of students’ emotions (enjoyment, anxiety, and boredom), perceptions of control, value, and success in synchronous hybrid learning environments. In particular, the investigation assessed students’ self‐reported enjoyment, anxiety, and boredom as predictors of their program achievement and successful technology use. Students were recruited from synchronous hybrid MBA and MPA programs. Control‐value theory of emotions was used as the theoretical framework. Paired samples t‐tests revealed that the achievement domain, compared to the technology domain, yielded higher mean scores for control, value, enjoyment, anxiety, and boredom. In addition, mixed ANOVAs indicated an interaction effect in which group means for program boredom were significantly higher for on‐campus students than for online students. Intercorrelations in each domain showed that perceived success was positively related to enjoyment and negatively related to anxiety and boredom. Technology‐related anxiety was also found to fully mediate the positive effect of control on perceived success in using technology.     

Student‐to‐Student Interaction Revisited: A Case Study of Working Adult Business Students in Online Courses*

Faculty teaching in online environments are universally encouraged to incorporate a variety of student‐to‐student learning activities into their courses. Although there is a body of both theoretical and empirical work supporting this, adult professional students participating in an online MBA program at an urban business school reported being at best indifferent and often negative regarding these learning activities. A case study was performed to explore how pervasive this attitude was and the possible reasons for it. Through various sources of data and exploration, we discovered that common interactive modalities are not associated with either perceived learning or satisfaction. A content analysis of a data analysis course revealed that 64.5% of responses recalled student‐to‐student interactivities when responding to a “learned least from” query. We identified three possible reasons for these negative responses: time inefficiency, interaction dysfunction, and flexibility intrusion. We conclude that, although some working professional students probably do learn from student‐to‐student interactivity, the costs incurred may be too great. If working adult students present a different profile than those students typically represented in academic research and thus have different needs and expectations, we may need to rethink the design of online education delivered to them.     

Teaching supply chain risk management in the COVID‐19 Age: A review and classroom exercise

The COVID‐19 pandemic has undoubtedly affected every corner of the world in 2020. It has also emphasized the importance of managing supply chain risk and developing an agile supply chain. Supply chain management instructors will likely want to introduce risk management concepts and strategies into their courses to raise their students' sensitivity to the impact of supply chain disruptions. Unfortunately there is currently a dearth of coverage of supply chain disruptions and risk management in the major supply chain management text books as well as in the broader library of supply chain management pedagogical research publications. To help to close this gap in the literature for instructors, we have developed a reading and set of related discussion questions and exercises that detail the causes of the shortage in toilet paper during the pandemic and short‐ and long‐term strategies to make the supply chain more resilient in the future. By focusing on a disruption students likely experienced first‐hand, they can develop a more nuanced understanding of the complexity and interconnectedness of supply chain functions in providing products and services to customers.     

Through a Glass Darkly: The Teaching and Assessment of Drawing Skills in the UK Post‐16 Art & Design Curriculum

This article investigates the ways in which drawing is taught and assessed in post‐16 UK schools and colleges, with a particular focus on A Level art and design courses. Through an historical survey of the development of syllabi and assessment methods, it traces how the role of drawing in the curriculum has changed over the past sixty years. From a series of prescribed observational drawing exercises, the A level exam has evolved into a holistic exploration of each student’s creative process, and drawing is now seen mainly as an integral part of that process. The article demonstrates how the art history element of the syllabus has also been gradually integrated into practice, and thus into the drawing process itself. Questions are raised about how these changes have influenced the nature of the portfolios which students entering higher education bring to interview. In short, this article seeks to answer the question: do we now teach and assess observational drawing skills ‘through a glass darkly’, obscured by other considerations within the art educational curriculum?     

Exploring the Mechanisms of Knowledge Transfer in University‐Industry Collaborations: A Study of Companies,Students and Researchers

This article discusses mechanisms, enablers and barriers for knowledge transfer in university‐industry collaboration projects involving companies, students and researchers. Data is collected through 35 qualitative interviews with Danish and Norwegian representatives from the above categories. All respondents have been involved in collaborative projects, such as student‐industry cooperation or collaboration projects between scientists and businesses. This research shows that to secure real value adding through knowledge transfer in university‐industry collaboration projects, it is important that the involved parties view each other as equal partners. It is argued that creating a better understanding of roles and competences of the involved parties can help diminish this problem. A final conclusion is that continuous knowledge sharing throughout the project seems more highly valued by the involved parties than a final report does. Best practice for collaborative projects is suggested.     

Examining the Relationship between Math Self‐Efficacy and Statistics Motivation in the Introductory Business Statistics Course: Self‐Compassion as a Mediator

Because business statistics students often experience a lack of statistical motivation, business educators need to understand the factors that influence students’ motivation levels in undergraduate‐level business statistics courses. The purpose of this study was to examine the role of math self‐efficacy and self‐compassion on students’ motivation levels and the gender differences among the main variables. The regression results showed that math self‐efficacy was a positive predictor of statistics motivation. Self‐compassion was also found to be a partial mediator of the relationship between math self‐efficacy and statistics motivation. Gender differences were also found in business students’ math self‐efficacy, self‐compassion, and statistics motivation.     

Creative Risk‐Taking: Developing Strategies for First Year University Students in the Creative Industries

This article reports on the findings of a study investigating creative risktaking behaviours of the commencing university students enrolled in three units across three disciplines: Interactive and Visual Design, Fashion Design, and Film, Screen and Animation. The study employs an action research methodology in order to help students develop confidence and competence in creative risk‐taking. Upon analysis from relevant literature three key provisions for the study are proposed, being: P1 An open and playful learning environment that encourages sharing and challenging multiple perspectives; P2 An adequate period of time for students to develop and revise creative concepts; and P3 Opportunities to assess their own performance in developing creative risk‐taking capacities. The study draws on the students’ written self‐reflections to identify the key challenges and opportunities in encouraging creative risk‐taking among first year students, which are challenges of collaboration; creative resilience and self‐efficacy; and balancing creativity with technical competency. The article suggests several ways that educators can encourage students to take creative risks within higher education in preparation for careers in the creative industries.     

高校文化产业管理专业新媒体技能培养的探索与实践——以常熟理工学院为例

高校文化产业管理专业,新媒体创意是其最有前途的专业方向;新媒体素养是文化产业管理专业学生的必备核心技能;新媒体技能培养的主要内容与主要方法。     

The Application of Dynamic Assessment in People Communicating at a Prelinguistic Level: A descriptive review of the literature

Many people with severe disabilities face difficulties communicating with their communication partners and rely primarily on prelinguistic communication. It is accepted that dynamic assessment can play an important role in improving communication and in measuring a person’s ability to learn new communicative skills. Less is known, however, about the application of dynamic assessment in the case of those who communicate at a prelinguistic level. The present article reviewed dynamic assessment procedures that addressed communication abilities in people communicating at a prelinguistic level and young children who communicate using speech, with the aim of identifying key elements of dynamic assessment for persons communicating at a prelinguistic level. The results indicated the need for the identification of contextual variables that support communicative competence, teaching communication partners new skills, and a procedure that is highly individualised. Further research on the validity and reliability of these dynamic assessments is strongly recommended.     

民初工商业自治活动对城市现代化的影响——以泰安县商会为例

辛亥革命是20世纪影响中华民族的三大变革之一,体制变革的同时也促进了工商业的自治活动和城市化的进程。民国初年的泰安县商会具有典型特征:一是工商业自治活动促进了泰城资本主义的发展,二是泰城的现代化在这个时代变革中蹒跚起步。     

Testing Students with Special Needs: A Model for Understanding the Interaction Between Assessment and Student Characteristics in a Universally Designed Environment

This article presents a model of assessment development integrating student characteristics with the conceptualization, design, and implementation of standardized achievement tests. The model extends the assessment triangle proposed by the National Research Council ( Pellegrino, Chudowsky, & Glaser, 2001 ) to consider the needs of students with disabilities and English learners on two dimensions: cognitive interaction and observation interaction. Specific steps in the test development cycle for including students with special needs are proposed following the guidelines provided by Downing (2006) . Because this model of test development considers the range of student needs before test development commences, student characteristics are supported by applying the principles of universal design and appropriately aligning accommodations to address student needs. Specific guidelines for test development are presented.     

I Hate Writing: Making a Case for the Creation of Graphic Novels in the Caribbean English Classroom to Develop Students’ Creative Writing Skills

ABSTRACT

Caribbean students are repeatedly engaged in rigid forms of writing to meet the requirements of external exams, which often leads to negative attitudes to writing. With current shifts to multimodal and multi-literate texts to engage students’ multiple literacies in learning, students’ creation of graphic novels in Caribbean English classrooms can enable their engagement in meaningful creative writing. To illustrate this, I draw on my recent experiences with four inner-city boys at a Jamaican high school who showed marked improvement in their attitudes and their creative writing skills after creating graphic novels. The preliminary findings from my research suggest a need for more personalised learning strategies and for more opportunities for students to use their home language in Caribbean classrooms.     

教学中师生角色的探讨：用礼貌原则看英语教学

礼貌是一个社会,一个群体得以顺利、和谐发展的必要条件,因而一个礼貌和谐的教学环境也是课堂顺利进行的重要保障。但是之前的研究都主要关注的是教学中教师的礼貌用语,而未考虑到学生的礼貌言行。因此本文从礼貌原则的角度探讨了实际教学活动中教师与学生的礼貌言语和行为对教学的重要影响,以及教师与学生之间角色的转变,从而尽可能减少教学中的矛盾与冲突,提高教学效率与质量。     

Distance Artist: Building the Skills of Future Creatives. Developing Evidence‐Based Criteria for Global Virtual Team Tutoring and Management in Art and Design Education

This article reflects on six years of research activities in the field of long‐distance collaboration and more specifically on how creative virtual teams operate and respond to challenges set by emerging and developing technologies. Furthermore, it considers how to build, manage and shape a more inclusive virtual team, documenting the methodologies applied in each activity, the experiences of both tutors and students and the educational context in which the international study took place. The project set out with a methodology for observing, managing and developing the interaction dynamics between each creative team member involved in the design of activities and practice of delocalized teams. The project is positioned within the field of educational technology and identifies a set of operative recommendations aimed at educators so that remote creative collaborative work can result most effective. The article explores the potential of virtual teams supporting communication and design.