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GRUMPS computing lab study: Participants' view
by Steve Draper
This outlines the startup study that the GRUMPS research group plans
to do in computing science lab classes. The document is addressed in
particular to those staff responsible for those classes, and whose permission
and cooperation is essential for this study to proceed. It is meant to
describe what it will mean to, and how it may impact, participants; but not to
describe the research issues and why these might be interesting (which however
we are happy to discuss at tedious length if asked).
However this version of this document is not fully up to date and may have
some inaccurate details.
This project is mainly a pilot study, aimed at testing the feasibility
of various ideas and uncovering unforeseen issues with them. It has some
distributed systems, some HCI, and some educational research aims. If approved
and ready in time, it will begin on day 1 of term 3 (i.e. Tuesday 17 April) in
a first year computing lab.
A companion document outlines the structure of the software, the likely
"safety" issues and testing from the viewpoint of maintaining smooth running of
the lab hardware and software, and the disaster management plans, precautions,
and facilities. This document focusses on what the study involves for
humans: staff, students, and researchers.
The study will introduce several functions.
- User input recording:
a facility capable of collecting all user input
and storing it in a database. This is designed to be completely ignorable by
students, but will have a visible control allowing the student to turn it off,
or to restrict the amount of data captured.
This explores technical issues of distributed information management; HCI
issues of privacy for the users; and potential for educational benefit (yet to
be demonstrated) in revealing informative patterns over time in the students'
activity.
1b) User log summaries:
Offering some information back to students on their own patterns (i.e.
after 2 weeks, displaying the results of some simple queries on this data).
This will be a first exploration of what learners find interesting about their
own activity data, what kinds of thing could be educationally useful in any
way, and also relates to the privacy issue by making more clearly visible the
kind of thing that has been recorded.
- Lab Support Software (LSS):
featuring a help queue mechanism, allowing students
to signal to the tutors and demonstrators that they wish for help, and also to
indicate the topic they want help about. The queue, held on a small database,
will be visible by all in the group (students, tutor, and demonstrator) as web
pages, and will use web forms for user input. The information may include:
the set of students, their location in the lab, whether and when they logged in
(and out), asked for help, last got help. This should support tutors
scheduling the order in which they see students by any of these attributes
(e.g. seeing all students in turn, probably ordered by physical location; and
at other times, by who has been waiting longest); allow students to signal for
attention without having to keep their hands up for long periods; and allow
students to notice that someone else has asked about a topic and indicate that
they too want to hear about that. It may also turn out to be helpful to tutors
administratively: in effect keeping a register automatically, and making it
easier for tutors to check whether there are students they haven't spoken to
for a long time.
The mechanism can always be ignored without cost by any group at any time (the
alternative of students raising their hands is always available): no doubt
this will be controlled by simple announcements by the tutors.
- Tutor handheld interface. Exploring the use of handheld computing devices
(e.g. PDAs) for tutors displaying the help queue (again as web pages), possibly
with additional information not available on the pages for students, and
allowing input validated as from the tutors. (Only) some of the useful extra
information is lost by the tutors if these fail to work, or prove
insufficiently convenient.
- Not implemented in this startup study, but aimed for in future
developments, is an additional facility for tutors to invent a "milestone" set
of categories for expressing student progress on the current lab task, and
entering or updating this information about each student (presumably having
just seen them). This could be an additional criterion for choosing which
student to talk to next, as well as helping tutors to keep track of the
progress of each student in their group.
Week 1 (from Tues 17 April):
- turn on user input recording (but not the other facilities).
- Ask some students to fill in questionnaires, and
- some to keep "diaries" of their requests for help before introducing the
electronic version.
- Ask staff to fill in a short questionnaire on their lab strategies.
Week 2:
- Turn on the electronic help queue facility, and inform staff and
students about it.
- Ask some students to keep "diaries" on its use.
Week 3:
- Provide some views of the data collected.
Students will be given a written explanation of the study (preview by
email, personal paper copy on arrival in the lab), plus a consent form to sign.
Whether or not they sign, they can turn the data recording off (or back on)
personally at any time on their machine by the control panel.
The control panel makes it open and visible that recording is taking place, and
is an active reminder of it. The levels offered (possibly described in
different words) will be:
- All data (fully on): all events and keystrokes recorded
- Hide letters: Keystrokes recorded only as "a key" e.g. to protect
private email contents (the default)
- Focus change: Window focus events only recorded: essentially only
switches between applications. However note that this will record window
titles, which sometimes have personal names and information in.
- Off: fully off.
Students will be able to request from us a complete listing of all data about
them kept (i.e. complete log of their input data).
We will ask a sample of students to complete a short questionnaire in the first
week, and again in a later week. We propose to do this in two of the tutorial
groups (subject to tutor approval).
We will also ask a smaller number of students, on a paid volunteer basis, to
maintain simple "diary" records during the labs. (Main purpose: get some data
on how long students wait to signal without the new software before putting
their hands up, and so get a measure of the real waiting times.)
We plan a debriefing event before the end of term, to ask for any comments and
discussion from the class reps to the project team: both to maintain good
relationships with the students and to hear any reactions or comments.
When the LSS is turned on (week 2), they may get their group to use the
electronic queueing system, though they may abandon it or respond to a mixture
of the electronic and traditional "hands up" signals. We envisage the queue
showing who has requested help, not imposing priorities on whom the tutors
serve first.
Those offered the handhelds (e.g. PDAs) may find them more convenient as their
interface to the queue, and will allow fuller data to be captured about the
start time (and hence duration) of each visit to a student which itself may
help make the queue more useful. Of course they may choose not to use/do
this.
Staff will be asked to fill in a short questionnaire on their lab strategies
early on, and afterwards for their comments on any changes in strategy prompted
or supported by the software.
We will also have an observer in the lab periodically in addition to project
personnel there to manage the handheld equipment and as a precaution against
software problems.
We plan a debriefing event before the end of term, to ask for any comments and
discussion from the staff to the project team: to maintain good relationships
and to hear any reactions, comments, insights, and suggestions for improving
the designs.
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