Correlations,trends and potential biases among publicly accessible web-based student evaluations of teaching: a large-scale study of RateMyProfessors.com data

Student evaluations of teaching are widely adopted across academic institutions, but there are many underlying trends and biases that can influence their interpretation. Publicly accessible web-based student evaluations of teaching are of particular relevance, due to their widespread use by students in the course selection process and the quantity of data available for analysis. In this study, data from the most popular of these websites, RateMyProfessors.com, is analysed for correlations between measures of instruction quality, easiness, physical attractiveness, discipline and gender. This study of 7,882,980 RateMyProfessors ratings (from 190,006 US professors with at least 20 student ratings) provides further insight into student perceptions of academic instruction and possible variables in student evaluations. Positive correlations were observed between ratings of instruction quality and easiness, as well as between instruction quality and attractiveness. On average, professors in science and engineering disciplines have lower ratings than in the humanities and arts. When looking at RateMyProfessors as a whole, the effect of a professor’s gender on rating criteria is small but statistically significant. When analysing the data as a function of discipline, however, the effects of gender are significantly more pronounced, albeit more complex. The potential implications are discussed.     

Math Anxiety,Need for Cognition,and Learning Strategies in Quantitative Communication Research Methods Courses

To understand student learning in undergraduate quantitative communication research methods course, this study examined relationships between perceptions of course topic difficulty, course topic understanding, and their relationship with students’ level of math anxiety, need for cognition, and learning strategies. A total of 196 participants voluntarily took part in this study. Results revealed that a higher level of math anxiety leads to a higher level of perceived learning difficulty for topics in the course and leads to a lower level of content understanding of the topics. For topics related to “Research Methods and Measurement,” a higher level of need for cognition results in a lower level of perceived learning difficulty and results in a higher level of content understanding. Use of critical thinking learning strategy has a significantly positive effect on perceived content understanding of topics related to “Research Methods and Measurement,” as does elaboration learning strategy on that of “Statistics.”     

How do apes ape?

In the wake of telling critiques of the foundations on which earlier conclusions were based, the last 15 years have witnessed a renaissance in the study of social learning in apes. As a result, we are able to review 31 experimental studies from this period in which social learning in chimpanzees, gorillas, and orangutans has been investigated. The principal question framed at the beginning of this era, Do apes ape? has been answered in the affirmative, at least in certain conditions. The more interesting question now is, thus, How do apes ape? Answering this question has engendered richer taxonomies of the range of social-learning processes at work and new methodologies to uncover them. Together, these studies suggest that apes ape by employing a portfolio of alternative social-learning processes in flexibly adaptive ways, in conjunction with nonsocial learning. We conclude by sketching the kind of decision tree that appears to underlie the deployment of these alternatives.     

Graduate capabilities required of South African food science and technology students

South African societal stakeholders are in general not satisfied with the work preparedness of newly graduated food science and technology students. There is currently little local literature available that defines the graduate capabilities required of newly graduated food scientists and technologists in South Africa. Therefore, the outcomes of an empirical analysis conducted through stakeholder engagement to identify the required graduate capabilities of newly graduated students in food science and technology are reported in this article. A self‐developed questionnaire, administered as a web‐based survey, was used to conduct a needs analysis to identify the required graduate capabilities. The results of this study showed that the identified graduate capabilities composed of generic graduate attributes, including the related employability skills and characteristics of graduateness, the desirable personal attributes, and the foundational food science and technology knowledge, skills, and competencies required to be an effective food science and/or technology graduate that meets the expectations of stakeholders within the South African context. Comparison with the minimum educational requirements of international food science and technology organizations, including the Institute of Food Technologists 2018 “Standards and Essential Learning Outcomes,” showed considerable overlap with the required graduate capabilities identified in this study. However, it was also shown that within the South African context some additional skills and competencies in food science and technology are required from South African graduates and that existing curricula must be aligned to fully prepare students to be workplace ready.     

What is instructional strategy? Seeking hidden dimensions

Educational technology research and development - Instructional strategy is defined in abstract terms independent of instructional theories, philosophies, or standard formulas. Strategies share...     

Clarifying and reframing the neoliberal critique of educational policy using policy process theories

ABSTRACT

This paper explores the vocabulary and frameworks offered by two theories of public policy process: the advocacy coalition framework (ACF) and the narrative policy framework (NPF) and what they offer to the study of global education reform. The foci of ACF are policy subsystems, formation of advocacy coalitions around policy issues, and their impact on policy change; the emphasis of NPF is the divergent narratives developed and used by these coalitions. This paper reviews each theoretical framework, summarizes existing research literature on their education policy applications, and then poses alternative questions and suggest alternatives to study global education policies, especially those presently critiqued using the term neoliberal which we position as nebulous in its current usage. The aim is to open channels of communication for scholars from different disciplines by introducing different theoretical approaches to analyse the role of the numerous elements that shape global education policy.     

Catching them before they fall: a Vygotskian approach to transitioning students from high school to university

University enabling programs, worldwide, generally target high school students who excel at school, or post-secondary students who have underperformed in their university entry examinations. Murdoch University provides an access program for Year/Grade 12 students who are not on a university pathway during their final year of high school. This intervention engages students at a transitional stage of cognitive development to: (a) determine their readiness to move to the next level of their cognitive thinking; (b) facilitate that process through collaborative learning; (c) support and nurture university aspirations and (d) provide a direct transition pathway from secondary to higher education. The influence of Vygotsky's zones of proximal development in the context of this program is discussed, and by comparing the performance of these students in their first year of university with other domestic-entry students, we argue that this enabling program prepares them for successful transition into higher education.     

Emotional AI and EdTech: serving the public good?

ABSTRACT

Education Technology (EdTech) companies are deploying emotional AI to quantify social and emotional learning. Focusing on facial coding emotional AI that uses computer vision and algorithms to see, recognise, categorise and learn about facial expressions of emotion, this paper evaluates nascent usage of these technologies in education. To do this, it assesses the nature of child rights, the history and modern usage of face-based emotional AI, methodology and efficacy, and what this paper sees as a clash of private and public interests. Concern is shown to be two-fold: first is on method, especially given scope for material effects on students; second are ethical and legal concerns. While proposing a list of considerations for any implementation for these technologies in the classroom, the paper concludes that significant risks exist in deployment of these technologies in the classroom.     

Focusing Improvement and Quality Assurance: Work Samples as Authentic Performance Measures of Prospective Teachers’ Effectiveness

The authors suggest that the gap between common evaluation practice in teacher preparation and the consensus reform goal of high levels of student learning for all students is an impediment to reinventing teacher preparation, professional development, and the professionalization of teaching. In the context of Oregons six-year-old educational transition to a standards-based design for schools and schooling, prospective teachers in Oregon have, since 1989, been required to design, develop, and implement teacher work samples as credible evidence of their effectiveness in fostering student learning as a condition for recommendation for an initial teaching license. This article describes teacher work sample methodology and evidence for its reliability and validity in evaluating the performance of prospective teachers. In short, this article describes a methodology that responds to one critical part of the National Commission on Teaching and Americas Futures challenge to reinvent teacher education and improve student learning.