Learning Analytics for Assessment and Feedback Webinar, 15 May

**update 16 May**
Link to session recording

Later this week I’ll be chairing a (free) webinar on Learning Analytics for Assessment and Feeback. Featuring work from three projects in the current Jisc Assessment and Feedback Programme. I’m really looking forward to hearing first hand about the different approaches being developed across the programme.

“The concept of learning analytics is gaining traction in education as an approach to using learner data to gain insights into different trends and patterns but also to inform timely and appropriate support interventions. This webinar will explore a number of different approaches to integrating learning analytics into the context of assessment and feedback design; from overall assessment patterns and VLE usage in an institution, to creating student facing workshops, to developing principles for dashboards.”

The presentations will feature current thinking and approaches from teams from the following projects:
*TRAFFIC, Manchester Metropolitan University
*EBEAM, University of Huddersfield,
*iTeam, University of Hertfordshire

The webinar takes place Wednesday 15 May at 1pm (UK time) and is free to attend. A recording will also be available after the session. You can register by following this link.

Question and Test tools demonstrate interoperability

As the QTI 2.1 specification gets ready for final release, and new communities start picking it up, conforming tools demonstrated their interoperability at the JISC – CETIS 2012 conference.

The latest version of the world’s only open computer aided assessment interoperability specification, IMS’ QTI 2.1, has been in public beta for some time. That was time well spent, because it allowed groups from across at least eight nations across four continents to apply it to their assessment tools and practices, surface shortcomings with the spec, and fix them.

Nine of these groups came together at the JISC – CETIS conference in Nottingham this year to test a range of QTI packages with their tools, ranging from the very simple to the increasingly specialised. In the event, only three interoperability bugs were uncovered in the tools, and those are being vigorously stamped on right now.

Where it gets more complex is who supports what part of the specification. The simplest profile, provisionally called CC QTI, was supported by all players and some editors in the Nottingham bash. Beyond that, it’s a matter of particular communities matching their needs to particular features of the specification.

In the US, the Accessible Portable Item Profile (APIP) group brings together a group of major test and tool vendors, that are building a profile for summative testing in schools. Their major requirement is the ability to finely adjust the presentation of questions to learners with diverse needs, which is why they have accomplished by building an extension to QTI 2.1. The material also works in QTI tools that haven’t been built explicitly for APIP yet.

A similar group has sprung up in the Netherlands, where the goal is to define all computer aided high stakes school testing in the country in QTI 2.1 That means that a fairly large infrastructure of authoring tools and players is being built at the moment. Since the testing material covers so many subjects and levels, there will be a series of profiles to cover them all.

An informal effort has also sprung up to define a numerate profile for higher education, that may yet be formalised. In practice, it already works in the tools made by the French MOCAH project, and the JISC Assessment and Feedback sponsored QTI-DI and Uniqurate projects.

For the rest of us, it’s likely that IMS will publish something very like the already proven CC QTI as the common core profile that comes with the specification.

More details about the tools that were demonstrated are available at the JISC – CETIS conference pages.

Technologies in use in the JISC Assessment and Feedback programme Strand B (evidence and evaluation)

The JISC Assessment and Feedback Programme is now in its fifth month, looking at a wide range of technological innovations around assessment and feedback in HE and FE.  Strand B is focused on the evaluation of earlier work, gathering and evaluating evidence on the impact of these innovations and producing guidelines and supporting material to facilitate their adoption in other subject areas and institutions.  These projects cover a broad range of technologies, but are themselves not involved in technological development but rather in examining and reporting the impact of such developments.

The information here was gathered through fairly informal conversations with the projects, building on the information initially provided in their funding applications.  Information from these calls is added to our project database (PROD) – you can see some of the amazing uses this information can be put to in the series of blog posts Martin Hawksey has produced as part of his work on visualisations of the OER programme, as well as some of the work by my colleagues David, Sheila and Wilbert.

This blog post is rather less ambitious than their work (!), and is intended to provide a quick snapshot of technologies that projects in this specific programme strand are finding valuable for their work.  For more information on the projects in general you can find all my posts on this programme linked from here.

Underlying technologies

Although the underlying technologies – that is, the technologies used by the innovations they’re evaluating – aren’t the direct focus of these projects, I’ve included them as they’re obviously of interest.  They also show the very broad range of approaches and methods being evaluated by this project.

Several of the projects expressed a strong desire to reuse existing tools and resources  such as MS Office and other commercial software solutions, rather than reinvent the wheel by developing new software; there were also very compelling issues around staff training for new systems, staff familiarity and comfort with existing systems and strong pressure from staff, students and management to work within institutional VLEs.



Feedback delivery

MS Word (annotated markup documents)

eTMA (electronic tutor marked assignment) system

Assignment timetables (diaries)

MS Access




Online marking


Student generation of assessment content, social network functionality supported


Plagiarism detection


Blackboard Safe Assign

Bug reporting

Pivotal Tracker

Surface tables to improve online marking process

Pen devices to improve online marking process

Managing self-reflection workflow


Online learning diary

Automated writing technique evaluation tool

Turnitin eRater

Communication with students, course news, deadline reminders


Peer assessment tool


Centralised email account, blog and microblog for managing assignment submissions and communicating with students and staff


Communication with students


Blog for discussion of common Q&As, general assignment feedback



Adobe Connect


Evidence gathering

As these projects are about collecting and evaluating evidence, the approaches taken to this are of obvious interest.

There was a strong emphasis on interviewing as the main approach, with audio and video interviews being recorded for subsequent analysis and dissemination where appropriate approval has been given.  Jing was the main recording system cited for this.  Surveys (which can be considered a kind of asynchronous interview) were also mentioned, with Survey Monkey being the tool of choice for this.

Less structured impressions were also sought, with Jing again being cited as a valuable tool for capturing staff and student feedback.  Twitter was also mentioned for this purpose.

Evidence analysis

The emphasis of this strand is on qualitative rather than quantitative outcomes, with users’ experiences, case studies and the development of guidance documents and staff development resources being the main focus.

Nvivo was cited as the tool of choice for the transcription and coding of audio and written feedback for subsequent analysis.  Collaborative writing, analysis and version control are the main concern for this part of the projects, and are being addressed through the use of Google Docs and SharePoint.

Standards referenced

The standards used by projects in this programme are fairly generic.  None of these projects are using standards such as those produced by IMS as they were felt to be not really relevant to this level of work.  One project was looking at the use of IMS Learning Tools Interoperability as providing an approach to integrating their software development with a number of different VLEs being used by institutions within their consortium.  Beyond this, the standards referenced were unremarkable: primarily MP3 and HTML.


All the projects have thorough dissemination plans in place to ensure that their findings are shared as widely as possible.  It was great to see that all the projects referenced the JISC Design Studio, a fantastic resource that is well worth digging around in.  Overall there is a wide range of technologies being used to ensure that the findings from these projects reach as broad an audience as possible.  Again, there is a clear mix between established, proprietary software and free services, reflecting the range of technologies in use within institutions and the different institutional contexts of these projects.



Recording seminars


Publishing videos



JISC Design Studio


Guidance documents

Peer reviewed publications

Project website


Elluiminate Live

Dissemination and community building


Case studies



Dissemination and community building



MS Office Communicator (now Lync)


Google docs

Sharing stable versions


Screen capture – staff development




Project blog


Conference attendance

Evaluating Electronic Voting Systems for Enhancing Student Experience

The eighth project in Strand B (Evidence and Evaluation) of the JISC Assessment and Feedback Programme is Evaluating Electronic Voting Systems for Enhancing Student Experience (EEVS), based at the University of Hertfordshire.  This one year project is undertaking an extensive review of the use of electronic voting systems (EVS) in a range of schools across the institution, gathering testimony from both staff and students on their experiences, insights and identified issues and success factors.

Hertfordshire has invested substantially in assessment and feedback in recent years, with an extensive programme of innovations including the purchase of nearly four thousand EVS handsets for use in teaching in eight schools.  The initial response to their introduction, from both staff and students, has been very positive, with the system seen as improving both classroom interaction and staff and student workloads.

The EEVS project will produce a thorough longitudinal study of the impact of EVS, including audio and video interviews, reflective writing and interviews over the course of the academic year.  This long term view will enable the project team to examine key periods in the academic year such as students’ initial encounters with the system, the perceived value and impact on exam performance of interactive revision lectures, technological issues around introduction in new classroom environments, and so on.

The project will produce a number of outputs, including valuable evidence to the sector on the impact of such large scale implementation, detailed guidance on the installation and deployment of EVS and subject-specific case studies, as well as a series vox pop snapshots from teaching staff, students and support staff on their experiences of EVS.  You can follow their progress on their project blog.

InterACT: modelling feedback flow

The InterACT project at the University of Dundee, part of the JISC Assessment and Feedback Programme Strand A (institutional change) is working on enhancing feedback dialogue, reflection and feed-forward in a large postgraduate online distance learning course in medical education.

The course is unusual in that progress is heavily learner-driven: as students are working professionals they are able to enrol and submit assignments at any time they chose rather than according to a predetermined course timetable, and while this significantly increases the flexibility and accessibility of the course, this lack of external structure can impact, together with the higher attrition rates noted in online distance learning in general, on student progress and retention.

Assessment feedback has traditionally been offered at the end of each module of study, when assignments are submitted, which clearly limits the potential for reflection and learning from feedback.  The InterACT project will transform this model through the integration of technology to support a more dynamic, ongoing feed-forward process that actively encourages learners to reflect and act on feedback and builds dialogue between learners and tutors.

The project team have now released their first draft of their proposed new model of feedback, and are actively seeking comment from the wider community.  Dialogue between tutor and learner is focused around cover sheets appended to submitted work which encourage self-evaluation and reflection on assessment performance as well as making explicit the intention that past feedback should impact on future work.  The use of private blogs or wikis as a personal reflective space is intended to encourage this focus on the ongoing interplay of past and future performance.

Do get involved with the discussion, either via the blog post or through contacting the project team.

The e-Feedback Evaluation Project

Assessment of language learning naturally presents some unique challenges for both teaching staff and learners.  Regular practice of both spoken and written language production is a vital part of language training and requires a significant amount of ongoing feedback to support the acquisition of competence in the subject.  In a distance learning context in particular, but similarly in any setting where feedback is provided asynchronously rather than face-to-face, providing meaningful feedback on spoken texts especially is challenging, often requiring spoken feedback to correct pronunciation and structuring errors.

There have been a number of exciting projects around audio feedback in recent years, including the Optimising Audio Feedback project at Aberystwyth University, Sounds Good at Leeds (both funded by JISC) and Audio Supported Enhanced Learning, a collaboration between the Universities of Bradford and Hertfordshire.  The focus of the eFeedback Evaluation Project (eFEP), however, is the impact of the combination of both spoken and written feedback on language learning.

The eFEP project is led by the Department of Languages at The Open University, an institution with unique experience in providing language training through distance learning, a large part of which involves teaching through both formative and summative assessment and feedback.  The OU has a mature and robust eTMA (electronic tutor marked assignment) system which supports assessment across the institution, and provides feedback either via MP3 files or marked-up MS Word documents, as appropriate for the individual assignment.  Each form of feedback is supplemented with an HTML form (an example of which can be seen on the poster submitted by the project to the programme’s startup meeting) containing administrative information, marks awarded and additional feedback.

The project will examine the ways in which students and tutors interact and engage with their feedback, identify common perceptions and issues, and recommend areas requiring further support and guidelines for good practice.  In order to examine the applicability of this feedback approach in traditional settings, the project will also look at the impact of audio feedback in Italian modules at the University of Manchester.

The insight into the use of audio feedback across a variety of environments, and the range of training and support materials to be produced, should make eFEP a valuable addition to our understanding of the value of audio feedback as well as offering clear practical guidance to those considering adopting it.

Online Coursework Management Evaluation

The University of Exeter has developed an entirely online end-to-end coursework management system which is the subject of the Online Coursework Management Evaluation (OCME) project funded by JISC as part of the Assessment and Feedback programme Strand B.

This system sees the integration of Moodle and Turnitin within the university’s Exeter Learning Environment (ELE).  Assignments are submitted through the ELE, assigned an originality score by Turnitin, then available for marking through GradeMark (a commercial online marking system within Turnitin) or MS Word markup.  Feedback is returned to students either via uploaded forms or bespoke feedback forms, and are made available for viewing by both individual students and the personal tutor assigned to support them.  Initially deployed through a small 2011 pilot project funded by HEFCE, the system is now available institution-wide, although for practical reasons this evaluation project will concentrate on working with smaller groups across various disciplines.

Exeter’s Moodle support is provided by the University of London Computer Centre, who are developing the interface between Moodle and Turnitin.  There is strong internal support for the system which will be maintained and further developed well beyond the lifetime of this one year project.  What the OCME project will provide is a series of reports and briefing papers which will explore the pedagogic, technological and institutional aspects to transforming practice, and guidelines for future implementers and for those considering introducing such transformative technologies within their own institutions.  The experiences and lessons learned from this project should be of value across the sector.

Evaluating the Benefits of Electronic Assessment Management

Examining the embedding of electronic assessment management (EAM) within both administrative and teaching and learning practice is the main focus of the Evaluating the Benefits of Electronic Assessment Management (EBEAM) project running at the University of Huddersfield as part of the JISC Assessment and Feedback programme Strand B.  This 18 month project will look at how Turnitin, incorporating GradeMark and eRater, addresses student, staff and institutional requirements for timely, invidiualised and focused feedback, reduced staff workloads and increasing reflection on practice, and cost-effective, scaleable and sustainable innovation.

The dual focus on administrative and pedagogic aspects is crucial for real uptake of any new technology or process.  By providing a supportive administrative and technological infrastructure, institutions can enable academic staff to fully realise the benefits of innovative systems and practice, and provide a significantly enhanced learning environment for students.  The dynamic interplay of these factors is vividly illustrated in the poster the project submitted for the programme kick off meeting.  The impact on student satisfaction, achievement and retention rates already apparent at Huddersfield reflects the success of such an approach.

Like the Evaluation of Assessment Diaries and GradeMark at the University of Glamorgan project, EBEAM is grounded in previous evaluation work investigating the benefits of Turnitin on staff and students.  As with other projects, the decision to adopt existing technologies incorporated through the institutional VLE (in this case, Blackboard) is a pragmatic choice, adopting known and proven technology rather than expending time and resources in developing yet more tools to do the same things.  Being able to pick up such tools as needed greatly increases institutional agility, and provides ready access to existing user groups and a wealth of shared practice.

EBEAM project staff also have a keen awareness of the need for meaningful and effective staff development to enable teaching staff to make full use of new technologies and achieve the integration of new approaches within their teaching practice, a theme covered in several posts on their excellent project blog.  The project will produce a wide range of development materials, including practically-focused toolkits, webinars and screencasts, which will be available through the project site and the JISC Design Studio.  In addition, they’re looking at ways of fully exploiting the extensive amount of data generated by these EAM systems to further enhance teaching and learning support as well as engaging administrative departments in discussions on topics such as data warehousing and change management.

The EBEAM project should provide an excellent study in the benefits of eassessment and of methods of integration that take a holistic approach to institutions and stakeholders.  I’m very much looking forward to seeing the outcomes of their work.