Current Challenges and Opportunities in Preparing Rural High School Students for Success in College and Careers

Outlines challenges for rural high schools such as funding inequities and advantages such as parental support. Recommends best practices and policies for improving standards, accountability, student options, teachers, community support, and resources

Determinants of International Student Migration

© 2016 John Wiley & Sons Ltd. This paper considers what factors determine the migration of overseas students, when students cross borders for higher education. We utilise a gravity model for international student mobility and derive estimates for a sample of 18 countries of destination and 38 countries of origin over the period 2005-11. Our results confirm that geographical distance and the presence of a common language are powerful in explaining bilateral student flows. Our most interesting finding is that time zone differences have a statistically significant and economically large effect in determining international student flows. Copyrigh

The Potential for Student Performance Prediction in Small Cohorts with Minimal Available Attributes

The measurement of student performance during their progress through university study provides academic leadership with critical information on each student’s likelihood of success. Academics have traditionally used their interactions with individual students through class activities and interim assessments to identify those “at risk” of failure/withdrawal. However, modern university environments, offering easy on-line availability of course material, may see reduced lecture/tutorial attendance, making such identification more challenging. Modern data mining and machine learning techniques provide increasingly accurate predictions of student examination assessment marks, although these approaches have focussed upon large student populations and wide ranges of data attributes per student. However, many university modules comprise relatively small student cohorts, with institutional protocols limiting the student attributes available for analysis. It appears that very little research attention has been devoted to this area of analysis and prediction. We describe an experiment conducted on a final-year university module student cohort of 23, where individual student data are limited to lecture/tutorial attendance, virtual learning environment accesses and intermediate assessments. We found potential for predicting individual student interim and final assessment marks in small student cohorts with very limited attributes and that these predictions could be useful to support module leaders in identifying students potentially “at risk.”.Peer reviewe

Open Education and the Sustainable Development Goals: Making Change Happen

Education for All has been a concept at the heart of international development since 1990 and has found its latest instantiation within the Sustainable Development Goals (SDGs) as SDG 4, ‘Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all’. Open education, in the form of resources and practices are both seen as contributors to SDG4 as evidenced by the recent 2nd World Open Educational Resources Congress. The ambition for open education to contribute to the SDGs is clear from this and other gatherings but the means to make it happen are not as clear, and many have claimed that little has happened since the SDGs were launched in 2015. To help address this apparent gap, this paper (1) sets out the scale and scope of the SDGs; (2) reviews the potential contribution of open educational resources and practices to support the SDGs, and (3) uses a framing of power and systems thinking to review the way open education activities might be fostered within tertiary education in all local, national and regional contexts in order to support the SDGs, and not just SDG 4. It will also tentatively propose a theory of change that brings together power relationships, systems thinking and open education as key components and provide a case study of how this might work in practice through a newly funded project proposal. It is hoped that this theory of change and proposal will be a starting point for wider debate and discussion on how to make change happen in this important arena

Detecting Distracted Driving with Deep Learning

© Springer International Publishing AG 2017Driver distraction is the leading factor in most car crashes and near-crashes. This paper discusses the types, causes and impacts of distracted driving. A deep learning approach is then presented for the detection of such driving behaviors using images of the driver, where an enhancement has been made to a standard convolutional neural network (CNN). Experimental results on Kaggle challenge dataset have confirmed the capability of a convolutional neural network (CNN) in this complicated computer vision task and illustrated the contribution of the CNN enhancement to a better pattern recognition accuracy.Peer reviewe

Open educational resources in Europe: A triptych of actions to support participation in higher education

In contrast to the face-to-face learning of campus based universities and the focus on traditional students, distance teaching universities focus on a mix of distance learning, e-learning, open learning, virtual mobility, learning communities, and the integration of earning and learning. In doing so, they are taking a leading role in helping to increase and widen participation in lifelong open and flexible learning in higher education by non-traditional groups. This paper discusses three leading-edge European Open Educational Resource initiatives. The initiatives are special in nature and differ from the offers of traditional universities in the sense that they: consist of pedagogically-rich learning materials, specifically designed and developed for distance learning and intended for independent self-study; are compiled in the national languages, with the EADTU initiative being multilingual, reflecting the European dimension; and, support and are supported by the policies of the national governments and the European Commission

Learning Design for Student Retention

Student retention is an issue of increasing interest to higher education institutions, educators and students. Much of the work in this area focuses on identifying and improving interventions that occur during the presentation of a course. This paper suggests that these represent only one set of factors that can influence student withdrawal, and equally important are design based factors that can aid retention throughout the course. The main research question addressed by the paper is what design-related factors impact on student retention. An analysis of student withdrawal at the UK Open University conducted by the researchers produced a synthesis of seven key factors in the design phase that can influence retention. These factors have been given the ICEBERG acronym: Integrated, Collaborative, Engaging, Balanced, Economical, Reflective and Gradual. Examples of how these factors can be implemented are provided, and conclusions focus on how the model has been embedded in the module production process at the Open University

Breaking Through on the Social Determinants of Health and Health Disparities: An Approach to Message Translation

Outlines how RWJF's Commission to Build a Healthier America translated data about the impact the places in which people live, learn, work, and play have on their health and health disparities among races/ethnicities into a message for a broad audience

State College Times, May 3, 1933

Volume 21, Issue 103https://scholarworks.sjsu.edu/spartandaily/12871/thumbnail.jp