ADAPTIVE LEARNING PILOT REFLECTIONS ON A STUDENT EXPERIENCE

被引:0
|
作者
Wetton, Mark [1 ]
Serafin, Eduardo [1 ]
机构
[1] Univ Edinburgh, Edinburgh EH8 9YL, Midlothian, Scotland
关键词
Adaptive; online; student satisfaction; pilot; CogBooks; feedback; usability; pedagogy; digital literacy; quality; innovation; technology; research; machine learning; survey; geosciences; e-learning; learning technology; digital; personal learning; reflection;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In recent years, The University of Edinburgh has been languishing towards the bottom of national student satisfaction surveys for assessment and feedback. More significant focus is being placed within the institution on formative 'assessment for learning' and ensuring that students have structured iterative feedback and personalised learning opportunity. The presentation will focus upon a pilot of Adaptive Learning for two courses within GeoSciences, Global Tectonics and the Rock Cycle and Introduction to Geophysics. Students in each class are taught half of the subject material using Adaptive technology in addition to lectures and practical's, and the remainder using lectures and practical's only. Some students are taking both courses as part of their programme. This segmentation provides a layering of control groups for improved comparisons of outcomes and confidence of any impact. Central Information Services have provided some initial funding for buying teaching staffs time to help prepare course content and structure the online materials. The project was planned with fairly ambitious time lines, allowing four months from the initial decision to proceed through to system launch. An interesting aspect of the pilot is that the course lecturers are using the adaptive tool in differing ways. One aims to use the material to support lectures, while the second approach will be based upon a flipped classroom model. The University are partnering with CogBooks who provide an adaptive learning solution. This is the first UK implementation of the product, which is hosted on 'cloud' Amazon Web servers. The pilot was initiated following some market analysis and reference to existing market consultancy materials: 'Education Growth Advisors'. This analysis 'Learning to Adapt' [1] The adaptive learning tool continuously captures click track data relating to students use of text, graphical and animated content. A dashboard of usage and students progress through online material is available to both staff and students in real time, so that students can monitor their own activity and staff can re-enforce or adapt teaching face to face as necessary. Throughout the pilot, the system allows students to communicate with tutors online, and to receive customized feedback. In addition, regular automated tests within the CogBooks system provide the students with an opportunity to master the subject content, gain confidence, and receive automated feedback and direction toward recommended underpinning content and reading material where required. This mechanism offers exploration of ` flipped or inverted' class pedagogy where student preparations prior to class is considered key by commentators such as Cynthia Brame. [2] 141 students are participating during semester 2, 2015, with the two adaptive releases already successfully underway. During and after the pilot students and staff are being surveyed to capture empirical data relating to the value and satisfaction they attribute to the adaptive solution. By June 2015, student exam results will also be available for comparison and evidence of impact upon results. The presentation aims to outline the planning involved and the communication to students in advance of the pilot. The student survey data will be presented both from responses during and post pilot. Student videoed interviews will be used to provide some real student perceptions, particularly focusing upon their comments relating to the personalised learning experience and the differing pedagogic uses of the technology. The final anonymous exam outcomes will additionally be reflected upon in the presentation. Pilot findings will be reported to the Universities senior Learning and Teaching Committee who are keen to see evidence of impact on student satisfaction, and to consider widening the adaptive approach within other subject disciplines.
引用
收藏
页码:4407 / 4416
页数:10
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