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Computer-Aided Assessment in Mathematics

Computer-Aided Assessment (CAA) is likely to become an important form of testing in the next decade.  So that our community can debate the issues surrounding this emerging form of testing, the LTSN Maths, Stats & OR Network has initiated a series of monthly articles on CAA in mathematics.  Please read the articles as they appear and send your comments to the discussion list maths-caa@jiscmail.ac.uk   so we can debate thoroughly the issues and strategies for the introduction of CAA. You are invited to suggest articles for this series by contacting the series editor Cliff Beevers
 

Quick Index to articles:  Jul 01 | Aug 01  | Sep 01 | Oct 01 | Nov 01 | Dec 01 | Jan 02 | Feb 02 | Mar 02 | Apr 02 | May 02 | Jun 02 | Jul 02 | Aug 02 | Sep 02 | Oct 02 | Nov 02 | Dec 02 | Jan 03 | Feb 03 | Mar 03 | Apr 03 | May 03 | Jun 03

June2003: Incorporating assessment into an Interactive Learning Environment for mathematics
The twenty fourth article in the CAA series is authored by Manolis Mavrikis and Antony Maciocia - School of Mathematics, The University of Edinburgh.

In this article, after briefly describing a web-based Interactive Learning Environment (WALLIS) and the reasons for incorporating assessment into it, the approach to implementing formative CAA is described. This has recently been pilot-tested with a first year honours group of students. The pilot test results indicate that the introduction of the new method of delivery had no adverse effect on students' performance. In fact, their willingness to use the system, their results, and particularly their comments from interviews that were conducted were satisfactory enough to want to continue to develop further materials and continue to integrate CAA into the system. In order to do this effectively, recommendations that occurred from our pilot-test and from relevant literature in the field are described. Finally, in order to be able to share the experience and content the issue of re-usability and some possible directions that could be taken are considered.

May 2003: TAL - A National Database of Questions – Classification is the Key
The twenty third article in the CAA series is authored by Jon Sims Williams, Mike Barry - Dept Engineering Maths, Bristol University.

This paper discusses a CAA system called TAL. TAL is unusual in that it allows users to generate large numbers of equivalent tests from a specification. The tests are generated from a database of questions and all questions must be classified. Some of the difficulties involved in classifying questions are discussed.

April 2003: CAA --- It’s a MUGS Game! Does the Mathematics of CAA Matter in the Computer Age?
The twenty second article in the CAA series is authored by Michael McCabe and David Barrett, University of Portsmouth

Rigorous mathematics is preferable to computer simulations for analysing the scoring distributions obtained by guesser’s in objective questions. We show that scoring in objective Multiple Response Questions (MRQ) and objective Multiple Choice Questions (MCQ) is governed by the hypergeometric distribution. Hence, we consider how partial credit and confidence levels can be accounted for by adopting suitable scoring schemes for MCQ and MRQ objective questions. The Mean Uneducated Guesser’s Score may be specified as zero (MUGS = 0) or some other value in advance, rather than being obtained by trial and error. The importance of the mathematics of CAA as opposed to the CAA of mathematics is highlighted.

March 2003: Coping with diversity in recruitment. Can CAA help?
The twenty-first article in the CAA series is authored by Kevin Golden, University of the West of England.

Many Engineering awards recruit students from diverse academic backgrounds that include A-level, BTEC qualifications, Foundation Years and overseas qualifications. In addition to this there will be mature students returning to education after an absence of more than five years. One of the main areas of weakness possessed by this diverse population is mathematics and many of the students require a considerable level of support if they are to progress beyond the first year of their award. CAA appears to offer certain advantages for this type of course. Students receive instant feedback on their progress, and they can easily repeat the assessment, potentially linking the assessment directly to learning. This exercise can be carried out efficiently for large numbers of students and where tutor support is required, it is being given to a student already informed, to a certain extent, on where their weaknesses lie. In this article the use of CAA on a module with the above student profile is discussed and its effectiveness considered by tracking the performance of a group of students on first and second level mathematics modules. The results are mixed, as may be expected for this group. However, when viewed over the longer term, the majority of students from each of these different cohorts did make significant progress in the subject.

February 2003: e-Grade: A Computer Assisted Assessment System
The twentieth article in the CAA series is authored by Douglas Quinney, Keele University.

This article will briefly describe eGrade, a web-based system that can process a wide range of math-based assessment, while supporting content across all academic disciplines, that has been developed by Professor John Orr at the University of Nebraska-Lincoln. In particular, the process of creating questions, maintaining question banks, setting assignments and maintaining a course will be described.

January 2003: A tale of one city, and two CAA systems

The nineteenth article in the CAA series is authored by Kevin Judd and Grant Keady (University of Western Australia) and Greg Gamble (Curtin University)

In this article, we consider the two CAA systems, AIM and calmaeth. Both are underpinned by commercial Computer Algebra (CA) packages. Both have been in use, successfully, for several years.

December 2002: Should we reassess the role of Mathematics in Engineering education?
The eighteenth article in the CAA series is authored by Phillip Kent, School of Mathematics Science and Technology, Institute of Education, London

This article is a departure from the usual for this column because it is not focused on CAA. Instead, I want to discuss some issues concerning engineering mathematics at university level, and perhaps suggest how CAA (computer-aided assessment) issues are relevant. This is offered as an opinion piece, and I hope to be provocative!

November 2002: Calmaeth, automated diagnostics in Calculus, Statistics and Linear
Algebra - some comments by an outsider

The seventeenth article in the CAA series is authored by Dr Nathan Scott, The University of Western Australia - Reporting on the work of Dr Kevin Judd, also of UWA

In 1995 Prof. Brian Stone of UWA and I had a simple network-based tutorial system set up for Engineering Dynamics. The facility used by the students was a laboratory of 128 Macintosh LC computers which was jointly owned with the Mathematics Department. As a result the Mathematics Department saw what we were doing and thought perhaps it might work for first-year Calculus. Kevin was asked to generate some problem sets for Calculus. Being a true mathematician Kevin was not satisfied with the crude approach used in our problem sets, and instead he began to think more generally about how to offer a student diagnostic feedback for errors.

October 2002: Using a VLE for teaching Foundation Level Mathematics and Statistics
The sixteenth article in the CAA series is authored by Bill Foster from University of Newcastle.

This short article describes a project, the aim of which was to use a Virtual Learning Environment (VLE) in conjunction with CAA in a Level 0 mathematics (mainly calculus) and basic statistics module for Computer Science and Physics students. This was a second semester module following on from a first semester module. The first semester module used continuous assessment via regular assignments based on selected questions on exercise sheets to be handed in, marked and returned. A similar assessment profile was planned for the second semester, except that CAA would be used for the continuous assessment.

There were 70 students in this class with varied very pre-university mathematics backgrounds (as usual). The School of Mathematics and Statistics, at the University of Newcastle, promoted the project and I applied and obtained funding from LTSU (Learning and Teaching Support Unit) Newcastle for the project to run from October 1 2001 until June 14 2002.

As well as describing this project and its outcomes, I have detailed some of the difficulties, misunderstandings and frustrations encountered. Also I have included brief details of two further projects in this area which are now under way offering great promise for the future.

Perhaps the main lesson is that if VLEs are introduced into an Institution, then there must be a solid and well thought out infra-structure of support, both technical and pedagogic within the Institution. Otherwise, their use and development, especially in MSOR, is doubtful. Your help in this is sought at the end of this article so please read on.

September 2002: Assessment with Mathwise – Lessons, Limitations and Learning Curves
The fifteenth article in the CAA series is authored by Neil Pitcher from University of Paisley.

The Mathwise project [1-3] began in the early nineties as a major collaborative undertaking, involving many UK Mathematics departments. In the early days the main focus was on the development of learning materials, in topic-based modules. Assessment sections were added "in earnest" to Mathwise modules mainly by the SUMSMAN project [4]. Although the uptake of Mathwise was quite widespread through the mid to late nineties, this subsequently tended to fall away, particularly with the advent of the Internet. Mathwise is a CD product, so that accessibility can be a problem for students, compared to Internet tools. However, the general approach adopted by Mathwise is robust and is capable of advancing with developing technology.

This article sets out to reflect on experiences with Mathwise during the ten years or so of the project, discussing lessons learned, the limitations of software and the likely shape of future developments. It is vitally important that the Mathematics community should not forget the Mathwise experience, but rather carry forward the lessons learnt, to inform the future development of mathematical Computer-Based Learning and Assessment, which will inevitably be Web-based.

August 2002: A do-it-yourself approach to Computer-Aided Assessment
The fourteenth article in the CAA series is authored by David Cooper from Sheffield Hallam University.

This article describes an example of what can be achieved by a very simple approach to Computer-Aided Assessment in a first-year mathematics module. The reasons for this approach are discussed, together with the extent to which it succeeded, the problems which arose, and the students' reaction to it.

July 2002: Computer-Aided Assessment in Statistics at Heriot-Watt University
The thirteenth article in the CAA series is authored by Athol Korabinski from Heriot-Watt University.

A version of this article was first published in the May issue of MSOR Connections and describes the practice of delivering tests over the web for a range of Service Statistics courses at Heriot-Watt University in Edinburgh. Mention is also made of the on-line learning materials for Statistics being created as part of the SCHOLAR Project [1]. SCHOLAR is delivering on-line resources to over 90% of Scottish secondary schools next year.

June 2002: Reflections on the evolution of a computer aided assessment strategy for statistics service teaching
The twelth article in the CAA series is authored by S E Tyrrell from Coventry University

This article describes the use of CAA in a statistics service course, and its gradual evolution over 4 years, from a basic but surprisingly encouraging start, to a more sophisticated system which now faces the imminent challenge of accessibility issues.

May 2002:  New opportunities for encouraging higher level mathematical learning by creative use of emerging computer aided assessment
The eleventh article in the CAA series is authored by Chris Sangwin from The University of Birmingham

This article defines ``higher level mathematical skills" and details an important class: that of creating instances of mathematical objects satisfying certain properties. Comment is made on the frequency of higher level tasks in undergraduate work. We explain how such questions may be assessed in practice without the imposition on staff of an onerous marking load. Included are working examples which have been implemented on a free computer aided assessment system with some source code. Lastly we report an investigation of students' reactions to these questions and discuss their design and impact.

Apr 2002: The CUE Assessment System
The tenth article in the CAA series is authored by Jane Paterson from Heriot Watt University

The Scottish Centre for Research into On-Line Learning and Assessment is
funded for 3 years through a research and development grant from the Scottish Higher Education Funding Council. Its aim is to develop an infrastructure for interdisciplinary research throughout Higher Education institutions in Scotland. There are three main strands to the Centre’s activities: 1. ICT Policy led by the University of Edinburgh; 2. Networked Learning led by the University of Glasgow; 3. On-Line Assessment led by Heriot-Watt University
Mar 2002: Assessing ICT Assessment in Mathematics
The ninth article in the CAA series is authored by G R McGuire and M A Youngson from Heriot Watt University

The growth in ICT assessment in recent years means that it is now being carefully examined for its possible use by examination boards [1, Harding and Raikes]. If ICT assessment is to become a significant part of public examinations, both candidates and examiners will wish to be reassured that ICT examinations and their results are somehow comparable with those from the more traditional examinations taken on paper. The most obvious first question that could be asked is whether it is possible to take a paper-based examination and set and mark exactly the same examination by computer....
Feb 2002: ICT in Assessment and Learning: The Evolving Role of an External Examinations Board
The eighth article in the CAA series is authored by Robert Harding - Director of Interactive Technologies in Assessment and Learning (ITAL Unit) and Nicholas Raikes - Research Officer

In the world of ICT-led innovation, new styles of learning have an exciting image but assessment usually fails to raise much enthusiasm. And yet it is a vital component of education as a whole. In a paper given at a special QCA conference a year ago [1, Craven and Harding 2001], the interaction between assessment and learning was likened to a three-legged race, in which neither partner can make much progress without the other’s contribution. We therefore welcome the focus on assessment in this second SCROLLA symposium as recognition of this fact. A recent OECD report [2, OECD 2001] pays special attention to the interaction between assessment requirements and the undeveloped potential of ICT in learning.
Jan 2002: Answer Files --- What more do they reveal?
The seventh article in the CAA series is authored by Martin Greenhow of Brunel University

Over the past 5 years, my final year project students and I have written an extensive suite of objective tests called Mathletics. Mathletics now comprises some 4500 questions spanning 175 different skills areas within the GCSE to level 1 university level. The thinking behind the question libraries has been described in Greenhow (2000) whilst Kyle (1999) provides a review of an earlier version of Mathletics. Increasingly, Mathletics has become a workhorse of our teaching at Brunel; last year some 600 foundations, mathematics, engineering and biological sciences students took over 23,000 diagnostic and continual assessment tests, whilst so far this year the usage has been even higher. This paper looks at two student groups and asks what can we learn from this experience, and particularly, what can we learn from the answer files?
Dec 2001: Assessment Driven Learning
The sixth article in the CAA series is authored by Jean Cook, Jill Hornby and Len Scott of Glasgow Caledonian University

The problems that first year students and their tutors face are well documented. The student group is non-homogeneous, and most students are essentially part-time. Tutors are caught in the trap of trying to maintain standards and at the same time, improve progression rates, against a background of poor student attendance and performance. There is evidence to suggest that if students receive continuous sympathetic feedback their performance and satisfaction increases. It is also a fact that attendance at computer labs has been substantially higher than at lectures and paper tutorials. This paper describes the operation and initial results in a pilot study to investigate whether it was possible to capitalise on these two points in order to improve progression rates.
Nov 2001: Computer based diagnostic testing and student centred support
The fifth article in the CAA series is authored by Douglas Quinney of Keele University

For students entering Higher Education courses in Science and Engineering there is always some level of pre-requisite assumption and reliance on prior knowledge in a range of topic areas and mathematical skills. Such courses also tend to recruit large numbers of students with a rich diversity of intake qualifications and prior experiences. The need to assess on entry the current active ability of students to any course is crucial. To be able to do so rapidly and effectively, and provide suitable student centred support, remains an ongoing challenge. In this paper we will describe one possible approach that uses technology for diagnostic testing and follow up support.
Oct 2001:  Computer Assisted Assessment (CAA) in relation to Learning Outcomes
The fourth article in the CAA series is authored by Duncan Lawson of Coventry University.

The use of computer-aided assessment in mathematics is now widespread, particularly in formative assessment of routine skills. In this paper attention is drawn to some of the problems inherent in computer-based assessment in mathematics. In particular the dangers of the assessment medium either distorting the learning outcomes being assessed or introducing extra learning outcomes into the assessment process are discussed. Finally some thought is given to the role of computer-aided assessment of higher level outcomes, reviewing current practice and posing questions for the future.

Sept 2001: Computer Assisted Assessment (CAA) of Proof = Proof of CAA - New Approaches to Computer Assessment for Higher Level Learning
The third article in the CAA series is authored by Mike McCabe of University of Portsmouth.  This article was first presented at the ICTMT conference in August 2001

Once upon a time a teacher was the "sage-on-the-stage". Talk and chalk were the primary educational tools for communicating in the classroom. Resource-based learning, from handouts to interactive CBL, from on-line courses to CAA, has made the teacher a "guide-on-the-side". Indeed the role of the teacher has increasingly become a "guide-on-the-outside" as learning technology advances. The teacher becomes simply an identifier or developer of resources: handouts, books, CBL, CAA or Web-based courses.

In the early 90s it was believed that CBL would provide a cost-effective solution to teaching. Students would get on with their computer-delivered study under the direction of their teachers. Time saved could be spent on research or in developing more computer-based learning material! It was soon recognised that CBL could contribute to the quality of teaching, but that it was no panacea. On-line courses have added new elements, allowing a range of communication tools and wider access, but the teacher still sits on the touchline or well back in the stands.

CAA is possibly a cost-effective solution for summative assessment of large classes, although it is rare for its full costs to be identified. While there have been many advances in CAA and adaptive testing may hold promise for the future, CAA should not be limited to second generation computer-based (or first generation OCR/OMR) delivery. A revolution in interactive classrooms, incorporating group response systems, heralds a third generation of CAA. This type of face-to-face CAA presents a challenge, because it makes the teacher the "guide-on-the-inside" and requires human rather than computer adaptation.

By enabling the delivery of teaching by questioning, this emerging technology helps support the role of the teacher as "guide-on-the-inside" or even "inspirer-for-the-enquirer". The following paper describes some recent use of both on-line CAA and group response systems. It is suggested that we should focus more attention on face-to-face CAA rather than computer-based CAA. At the very least we should broaden the scope of what we mean by CAA to include group (audience) response systems. With the aid of interactive classrooms we can teach happily ever after …Read the full article

August 2001:   How Should a Perfect Computer Aided Assessment Package in Mathematics Behave?
The second article in the CAA series is authored by Paul Strickland of Liverpool John Moores University.  The article is published in MSOR Connections August 2001.

TREEFROG: A Natural Algebraic Interface?...With the TREEFROG project we have long been seeking to provide a mathematical assessment tool which allows students to type in mathematics in a way which is a similar as possible to pencil and paper, but with a certain “intelligence” built in. I am sure we have not succeeded fully, as I shall explain below; but I would like to initiate (or, more correctly, continue) debate in this area with a view to agreeing as a community what is desirable in such an environment. Please feel free to give your responses to the questions raised here, as described at the end of the article.

As I see it there are two main areas of concern; the input and display of mathematical expressions, and the faithfulness of systems in recognising a “correct” response in the same way that a lecturer or teacher would. ...Read the full article

July 2001: Automatic Assessment of Problem Solving Skills in Mathematics
The first article in our CAA series is authored by Cliff Beevers and Jane Paterson of Heriot-Watt University.   The paper was delivered at the recent International Conference on Communication, Problem Solving and Learning at Strathclyde University.

As Computer Aided Assessment grows in importance this young burgeoning field must attempt to expand its sphere of influence.   This article seeks to investigate the assertion that CAA can measure problem-solving skills in Mathematics at the school/university interface.   CAA can deliver objective tests to assess knowledge, comprehension and application but can it contribute to the range of assessment methods for analysis, synthesis and evaluation?   Three questions are chosen from this year's Advanced Higher Mathematics paper in Scotland within the context of educational theories of assessment.   The readers are challenged to respond to the conclusion by the authors that current CAA tools can be employed successfully to assess problem solving skills in Mathematics at the school/university interface.
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Last revised: Friday, 04-Jul-2003 10:34:00 BST