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    <article-meta>
      <title-group>
        <article-title>The Challenge of Evaluating Situated Display based Technology Interventions Designed to Foster 'Sense of Community'</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Keith Cheverst, Nick Taylor, Mark Rouncefield</string-name>
          <email>{k.cheverst, n.taylor3, m.rouncefield@ lancaster.ac.uk</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Areti Galani and Christian Kray</string-name>
          <email>areti.galani@ncl.ac.uk</email>
          <email>c.kray@ncl.ac.uk</email>
          <email>{areti.galani,c.kray}@ncl.ac.uk</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Computing Department, Lancaster University</institution>
          ,
          <addr-line>Lancaster</addr-line>
          ,
          <country country="UK">UK</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>ICCHS and School of Computing Science, Newcastle University</institution>
          ,
          <addr-line>Newcastle upon Tyne</addr-line>
          ,
          <country country="UK">UK</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In this paper we discuss the obdurate problems associated with evaluating the extent to which technological interventions - in particular those based on mobile and ubiquitous technologies - can be judged to have „improved a sense of community ‟ in their given deployment settings. We report on experiences gained from several deployments of ubiquitous systems that share this design goal, and analyze common issues we observed during real life use of these systems. Based on these we discuss some of the key challenges for evaluating ubiquitous systems of this genre.</p>
      </abstract>
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    <sec id="sec-1">
      <title>-</title>
      <p>
        INTRODUCTION
Our research is interested in the design of technical systems
that may prove useful in promoting or 'affording' some
sense of community. McMillan and Chavis [
        <xref ref-type="bibr" rid="ref13">11</xref>
        ] identify
four inter-related elements associated with sense of
community:
ii.
iii.
iv.
      </p>
      <p>membership,
influence,
integration and fulfillment of needs, and,
shared emotional connection.</p>
      <p>
        A number of technical systems based around ubicomp
technologies, most notably situated displays, have recently
been developed and deployed with the intention of
supporting sense of community. A good overview of this
work is provided in [
        <xref ref-type="bibr" rid="ref16">14</xref>
        ] with one of the first systems of this
genre being GroupCast [
        <xref ref-type="bibr" rid="ref12">10</xref>
        ]. Typically such systems focus
on highlighting the technical difficulty associated with
implementing the system or the methods used to ensure
appropriate and well-informed design. However, in addition
to the difficulty of successfully designing and implementing
systems, the evaluation of their „success‟, i.e. their ability to
foster and support a sense of community, is also a
challenging problem, due to a number of issues. For
example, when deploying technologies to support
community it is likely that social practices will shift in
order to accommodate the new technology. Furthermore, it
is likely that the technology will be tailored by its users,
sometimes in unanticipated ways (i.e. through
appropriation) to accommodate the social practices it is
intended to support. For example, technology can reshape
notions of space and proximity and thus the boundaries of
'community‟, re-conceptualizing what it means to be local,
connected etc. Hence, community is an achieved social
construct, a „persuasion‟, of mutual ties, orientations and
obligations, pointing to the ability of technology to reshape
and redefine how people see themselves [
        <xref ref-type="bibr" rid="ref15">13</xref>
        ].
      </p>
      <p>One of the difficulties of evaluating how well a given
technological intervention may support notions of
community is that the effect of the intervention is
dependent on the interaction between a combination of
technologies and their affordances (including those brought
about through the placement of the technologies) and
particular communities and their dynamics. Furthermore,
the evaluation techniques themselves must adapt to these
dynamics, evolving alongside the system.</p>
      <p>
        In [
        <xref ref-type="bibr" rid="ref17">15</xref>
        ] we discuss the need to consider the following
factors when designing technologies to support notions of
community:
membership - recognisable members and membership
categories, allied with recognisable boundaries
2. identity and representation - how people can represent
themselves and manage their 'identities'
managing spatial relations - need to manage spatial
relations to integrate the real and the virtual
1.
3.
4. rhythms - the highly predictable rhythm of everyday
activity sets the grounds for shared expectations and
comprehension of behaviour - successful communities
carry intelligible rhythms of interaction and awareness
- which vary according to the community and is linked
to issues of awareness and 'sense of place'.
5. community development - the community should be
able to reflect and learn from experience, to develop
„robust sociality'
6. history and change - the ability to develop a history
through recording and archiving various interactions
The remainder of this paper is structured as follows. In
section two we describe our general approach towards the
design, deployment and evaluation of technology
interventions (where sense of community is at least one of
the aims) in a range of settings. Next, in section three, we
summarise two of our current deployments for which we
wish to evaluate their effectiveness in supporting sense of
community. These two deployments comprise the Wray
Photo Display, a touch screen based interactive system,
which is situated in the Post Office of a rural village in the
North of England, and the Campus Coffee Display, a
wallmounted broadcasting screen, which is situated in a café at
the intersection of Newcastle University‟s campus and the
city‟s main shopping area. In this respect both systems are
located within the activity zone of established local
communities and visitors to the area. Finally, we discuss the
pertinent issues that we have experienced when considering
the evaluation of these systems.
      </p>
      <p>APPROACH
It is apparent from related literature and our own research
that it is essential to understand the social and physical
richness of a given setting in order to avoid inappropriate
design. Consequently, our approach draws from a range of
approaches including ethnographic studies, use of cultural
and technology probes [6], focus groups and design
workshops. We have investigated several settings in the
course of our studies including Lancaster University
campus, a public café, and domestic settings such as family
homes and residential care facilities.</p>
      <p>By using a range of settings we aim to increase our
confidence in the generality of our findings. Our
methodology is iterative: observe, design and deploy,
observe etc., where these stages are closely coupled and all
hold key (technical and practical) challenges.</p>
      <p>
        Our general approach is one of „co-realisation‟ [
        <xref ref-type="bibr" rid="ref6">5</xref>
        ] whereby
technical modification is rooted in ongoing ethnographic
study. The evaluation approach, therefore, both informs and
is being informed by the evolving character of the system to
reflect the dynamic relationship between the system and its
socio-spatial context.
      </p>
      <p>SYSTEM DEPLOYMENTS
We have experienced „community‟ use with several of our
deployed systems based around „situated‟ displays. For
example, with the Hermes office door display system (that
enabled office owners to post awareness related messages
on digital displays situated outside their office) we describe
in [2] how usage of the system was considered by many
users as directly relating to notions of community, e.g. one
door display owner made the following comment when
asked why he used the system:
“there is a community associated with my doorplate, you
know people have to be able to get to my doorplate, and
that probably makes them one of the staff or colleagues,
and that affects what information I could put on there and I
don‟t want burglar Bill with his web browser to go – oh
look [name]‟s in such-and-such I‟ll go and burgle his house
now.”
In the following sub-sections we describe two of our
current technology deployments that are undergoing
evaluation and which were designed to support notions of
community.</p>
      <p>
        The Wray Photo Display
The Wray Photo Display [
        <xref ref-type="bibr" rid="ref18">16</xref>
        ] is deployed in the Post Office
of a rural village situated in the North of England. The
system enables members of the village to post photos (or
short video clips) to be shown on the display and to create
and moderate their own photo categories. The photo display
was conceived as a technology probe and has run
continuously (capturing log data) in its current location (see
figure 1 below) since October 2006.
      </p>
      <p>In order to evaluate the usability and usefulness of the
system we have held a number of participatory design
workshops and focus groups. However, perhaps the most
useful single method for obtaining qualitative feedback
regarding the system has been via a comments book which
has been placed next to the display since its first
deployment. This book has enabled both members of the
village and visitors to the village to express their opinions
regarding the display and its content. To date over 60
individual comments have been left in the comments book
but suggestions for additional functionality have also been
left via e-mail. A page from the comments book containing
a comment relating to issues of community is shown in
figure 2.</p>
      <p>The last comment on this page reads:
“What a superb idea, especially for those that are new to
the village, and a delight for those who were born here and
to go down memory lane...”
It is interesting to note that this comment speaks of notions
of membership, identity and history that were introduced
earlier. Indeed the most popular category of photos viewed
on the display is that of historical photos.</p>
      <p>Campus Coffee
The Campus Coffee system at a local café (see figure 3) has
been running continuously for about two years now [7,8]. It
provides information about upcoming cultural events in the
quarter of the city where the café is located. The initial
version of the system delivered content updated by the
researchers and was designed to be non-interactive and
slow-paced. As a new addition to other modes of local
information in the café, it functions as a low-key
technology probe.</p>
      <p>In order to assess the customers‟ perception of the system
as a source of local information and to look into options for
further community engagement through the incorporation
of interactive features, we conducted brief in-situ
questionnaires, observations and focus group sessions. In
line with previous findings, users most frequently classified
their use of the system as opportunistic, i.e. glancing at it
while waiting at the counter. Nevertheless, the display was
perceived as being beneficial as a reminder about upcoming
local events and complementary to other similar community
resources, such as the weekly newsletter. The slow pace of
the presentation was also positively received as being in
line with the general „feel‟ and use of the café.</p>
      <p>In the course of the focus study we discussed with the
participants three alternative designs of a more interactive
system that would enable customers to interact with the
display through their mobile phone. The proposed
interactive features would provide a means for visitors to
the café to comment either on the cultural events currently
being shown on the screen, or on objects exhibited at
nearby museums, or on user-defined topics. Feedback from
the focus study indicated that, although the public nature of
the display might serve well the promotion of community
activities, the ownership of the content, its management,
and the protocols of content contribution (including the
interaction mechanisms) would be difficult to negotiate in
such a socially and politically diverse environment.
Regarding this latter finding, we return to the comment
made in the introduction, and the fact that here what is
being evaluated is the product of both setting and
technology.</p>
      <p>ISSUES
In applying our approach to these deployed systems, we
have come across a series of recurring issues, which we
discuss in this section.</p>
    </sec>
    <sec id="sec-2">
      <title>How long does a deployment need to be in place?</title>
      <p>
        Both the Wray Photo Display and Campus Coffee systems
have been deployed for relatively long periods of time –
especially in the context of typical ubicomp systems.
However, the question remains: how long does a
deployment need to be in place before it can sensibly be
evaluated against success criteria based on improved
community and coordination in the setting? A key element
of our research methodology is the use of substantial
deployed installations. The long term use of novel
technologies, especially their collaborative and community
effects, cannot be deeply understood through short-term
experiments or „toy‟ installations. This development and
deployment enables longitudinal studies as well as being a
technology demonstrator for dissemination and inspiration.
What are appropriate techniques for evaluating technology
probes with respect to community?
We have utilized both qualitative and quantitative measures
but to-date it is the use of qualitative methods that have
yielded most insight. One problem with the use of
quantitative measures based on log analysis, for example, is
that it is difficult to produce figures on how many different
members of a community view the content (not least how
they feel about the content). With the Wray system, we did
not wish for the interaction design to require viewers of the
content to log themselves in and out of the system, as is
often the case with similar systems [
        <xref ref-type="bibr" rid="ref12">10,4</xref>
        ]. There is the
possibility of exploring the use of monitoring devices such
as web cams but these, of course, introduce numerous and
difficult privacy and control issues, see [
        <xref ref-type="bibr" rid="ref14">12</xref>
        ] for an initial
discussion on this topic. We have also highlighted
additional complexity added to this issue by the need to
adapt our evaluation approach to individual communities
and technologies.
      </p>
    </sec>
    <sec id="sec-3">
      <title>How to introduce the system to the community?</title>
      <p>The Wray Photo Display was introduced as a working
interactive system, and has evolved over time in response to
user feedback. With the Campus Coffee system we took a
slightly more conservative approach by repurposing an
existing non-interactive and very ambient system with the
scope to introduce interactive aspects in response to user
consultation. While both systems are relatively similar in
the function they provide, specifically the delivery of
community/locale related content, the reaction to them has
been quite different. In particular, the interactive features
associated with the Wray Photo Display have been received
enthusiastically, but with the Campus Coffee system the
suggestion of altering the design concept of the existing
technology deployment to one in which a great degree of
community-generated content could be entered and
displayed received negative reaction. It is interesting to
speculate on how the Campus Coffee deployment would
have been received if the initial deployment had been based
on this suggested design concept. The implication for
evaluation being that the way a technology intervention is
introduced can have a significant impact on the adoption
and appropriation of the technology (to support sense of
community).</p>
      <p>CONCLUDING REMARKS AND FUTURE WORK
In this paper we have discussed the difficult issue of how to
evaluate the success of technology interventions that have
„supporting notions of community‟ as their design goal. The
two systems presented in this paper, which both share the
aforementioned design goal, are based around situated
display technologies and have been deployed for relatively
long periods of time and received daily use. The Wray
Photo Display system has certainly received positive
comments from members of the community; however,
questions over its „inclusivity‟ still remain. With the
Campus Coffee system it has been interesting to observe
the cost/benefit analysis that has led participants of a focus
study group to favor calm/controlled content presentation
over potential haphazard community generated content.
Clearly part of the cost/benefit analysis taking place in this
case is informed by the participants‟ use of the café in the
first place. Therefore, it highlights strongly the fact that
with the technology interventions discussed in this paper,
what is being evaluated is the product of both setting and
technology – and this reveals the emphasis in situated
displays. Furthermore, it indicates that an evaluative
approach that would investigate the correlation between
community dynamics and system usage patters and
perceptions might be particularly helpful in the design of
sustainable community-centered technology.</p>
      <p>
        As part of our future work, we hope to extend our use of
qualitative evaluation methods but also explore further the
potential of more quantitative methods, such as the use of
„Sense of Community Index‟ developed from the field of
psychology [
        <xref ref-type="bibr" rid="ref11">3, 9</xref>
        ]. We also hope to explore how to design
and evaluate technology interventions to support a sense of
community in further different and (again difficult to study)
sensitive settings, including rural townships in South
Africa.
      </p>
      <p>ACKNOWLEDGMENTS
This work is supported by the EPSRC funded CASIDE
project (grant ref: EP/C005589) and a Microsoft Research
PhD Scholarship. We would like to thank the villagers of
Wray and the staff and visitors of Campus Coffee as well as
the student union of Newcastle University.</p>
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