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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Prompting users to facilitate support needs in collaborative reflection</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Oliver Blunk</string-name>
          <email>oliver.blunk@rub.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Michael Prilla</string-name>
          <email>michael.prilla@rub.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Ruhr University of Bochum</institution>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <fpage>43</fpage>
      <lpage>57</lpage>
      <abstract>
        <p>Reflection and collaborative reflection are common activities at workplace, in which people alone or together with colleagues revisit experiences to learn for future situations. Often support needs arise during reflection and for example people get stuck and don't know how to continue. We propose to fill this gap with prompting as tool-supported scaffolding mechanism. Based on literature and our own previous work on reflections support this paper presents a concept using prompting to support different goals based on known support needs in tool-supported collaborative reflection. We show an initial implementation of a prototype and an approach how to evaluate it. This work contributes to the (AR)TEL community in that it provides a concrete approach for scaffolding in reflection support to be discussed at the workshop and in that it shows how prompting can be used and implemented in tools to evoke reflection.</p>
      </abstract>
      <kwd-group>
        <kwd>collaborative reflection</kwd>
        <kwd>prompting</kwd>
        <kwd>reflection support</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Reflection is a common and important activity at workplaces [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. It includes three
stages: returning to past experiences, reassessing them in the context of today’s
experience, and then deriving conclusions about how to behave in future [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Schön
differentiated reflection-in-action from reflection-on-action [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], with the former describing
reflection about things currently happening and the latter describing reflection about
things which happened in the past [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>
        However in daily work often problems arise which make collaborative reflection
difficult for people and for example sometimes they don’t know how to proceed and
thus get stuck while reflecting [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Therefore facilitation of reflection is needed. This
paper presents a concept using prompting to facilitate different aspects of
collaborative reflection. The goal is to help users reflect in work place settings and to overcome
barriers. After a related work section the concept will be laid out, followed by the
implementation of a prototype alongside an approach on how to evaluate the concept.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Related work</title>
      <p>This section presents work available on reflection (support) at work, including
underlying theories, a reflection model and prompting as the concept used to support
reflection in our work.</p>
      <sec id="sec-2-1">
        <title>Individual and Collaborative Reflection</title>
        <p>
          Reflection is mostly conceptualized as an individual, cognitive activity [
          <xref ref-type="bibr" rid="ref1 ref2 ref4">1, 2, 4</xref>
          ],
which creates value by understanding own practice and improving it. There have
always been voices on the social side of reflection [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] advocating the common practice
of people to reflect together, but only recently research on reflection in groups has
gained momentum [
          <xref ref-type="bibr" rid="ref6 ref7">6, 7</xref>
          ]. In this work the term collaborative reflection describes
reflection in which multiple persons or groups of people are involved. It has been found
that such reflection is common practice at many workplaces, and that it has the benefit
of producing results which surpass the reflection results of individuals [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ]. It should
be noted, however, that collaborative reflection always includes individual reflection
phases such as applying group results to one’s own situation [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ]. Also collaborative
reflection needs extra support for communication processes [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ] and reflecting
together adds complexity to the process of reflection, as multiple perspectives and
contributions need to be coordinated and aligned [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>Conceptualizing Collaborative Reflection: Models</title>
        <p>
          Supporting (collaborative) reflection needs an understanding and operationalization of
reflection processes that enable the development and implementation of support.
There are many models available, including the three-stage model by Boud [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ] and
the cyclic reflection model by Kolb [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ], which are used by most work available on
reflection. However, these models focus on individual reflection and do not include a
perspective on (technology) support for reflection, which make them hard to apply for
designing support for reflection in practice.
        </p>
        <p>
          Krogstie, Prilla and Pammer [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ] developed a cyclic model that includes both a
perspective on tool support and individual and collaborative reflection aspects (the
“Computer Supported Reflective Learning” (CSRL) model shown in Fig. 1). The
model contains four different stages, each having a defined input and output and thus
describing how the stages feed into each other. In addition it contains triggers for
reflection, which represent situations in which the reflection cycle is started. Tools
can use this model by connecting to the stages, phases and triggers in order to
facilitate the process and to ensure that required information for each phase is available.
        </p>
        <p>
          Besides the four stages the CSRL model contains several phases, which describe
activities that can be helpful in each stage. For example the Initiate Reflection stage
contains phases like Set objective and Involve others (no. 2 in Fig. 1), which suggest
that it is helpful to think about the reflection session in advance and that tools need to
support bringing people together. Furthermore, the model shows that each stage has
specific inputs and outputs, which support transitions between the stages. For example
44
without data about the work no reflection session can be initiated (“a” in Fig. 1) and
without explicit outcomes change is not possible (“c”). Emphasizing the iterative
nature of reflection, each stage can spark a new Initiate reflection phase, for example
if a session did not result in an outcome and the group needs another reflection
session. Using the model thus can provide support for tool designers to understand the
needs of support for reflection processes [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ]. In the research presented here it was
used for this purpose and serves as a basis for describing goals for reflection support.
The application of reflection support at work faces many difficulties such as time and
space available to reflect or continuity in reflection [
          <xref ref-type="bibr" rid="ref10 ref9">9, 10</xref>
          ]. Available work on
diminishing these difficulties and supporting reflection at work can be differentiated into
conceptual work describing means and strategies to support reflection, and work
related to tools, which describes approaches to use tools to enable reflection.
        </p>
        <p>
          On a conceptual level research often emphasizes the need for facilitation in
reflection. Daudelin [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] emphasizes the need for moderation in reflection groups, Zhu [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ]
describes questions (for further information or to provoke further discussion) as
important means to facilitate reflection, and van Woerkom and Croon [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ] describe
group cultures that include actions such as asking for feedback and questioning
groupthink as supportive for reflection. Schön [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ] points to the need for more
awareness for reflection in daily work by suggesting the “reflective practitioner”, and Vince
[
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] emphasizes the need to establish reflective practice individually and in groups.
        </p>
        <p>
          Concerning tools we found that there are several approaches, which describe
different levels of tool support for various degrees of reflectivity of users. Tools often
allow users to document their problems and challenges by either manually writing
45
down what happened [
          <xref ref-type="bibr" rid="ref14">14</xref>
          ] or capturing data about daily work [
          <xref ref-type="bibr" rid="ref15 ref16">15, 16</xref>
          ], which already
helps structuring one’s thoughts. More advances tools such as ECHOES by Isaacs et
al. [
          <xref ref-type="bibr" rid="ref17">17</xref>
          ] remind users to regularly return to such data, reflect on it and implement
outcomes of their reflection in practice. Sharing documented issues, which allows people
to engage with colleagues in collaborative reflection, is mostly done by sharing the
tool used to document experiences with others in face-to-face settings. Online
discussion forums widely used in other learning contexts [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ] and other tools supporting
groups [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ] have been studied in the context of reflection only on a generic level..
        </p>
        <p>
          In our work, in which we analyzed the behavior of four different groups using a
tool facilitating threaded discussions for experience exchange at workplaces to
support reflection [
          <xref ref-type="bibr" rid="ref20 ref21">20, 21</xref>
          ], we arrived at insights that support and extend the existing
work discussed above. In a comparison between more and less effective reflection
groups we found facilitation by group members (e.g., asking each other to contribute)
and the provision of guidance in the reflection process to be helpful [
          <xref ref-type="bibr" rid="ref21">21</xref>
          ]. From an
analysis of the content created in the tool we found that providing experiences rather
than advice and describing emotions during experiences positively influences the
creation of outcomes from reflection [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ].
        </p>
        <p>What can be taken away from the existing body of work on reflection support is
that there is a need to scaffold (that is, guide, facilitate and structure) the process of
reflection in order to enable individuals and groups to learn from and for their work.</p>
      </sec>
      <sec id="sec-2-3">
        <title>Prompting as a means to scaffold Reflection</title>
        <p>
          As described above there is a need for scaffolding in reflection processes to guide
people in individual and collaborative reflection situations. Especially in real
workplace situations additional problems arise while reflecting for example due to time
restrictions or because workers are not trained in reflection. Among these problems,
workers can get stuck or are not sure how to proceed, needing new impulses to
continue [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ]. Scaffolding can also help to overcome these barriers.
        </p>
        <p>
          There are different means of scaffolding, including scripts [
          <xref ref-type="bibr" rid="ref22">22</xref>
          ] that guide users of
tools through a step-by-step procedure of learning, ensuring that necessary steps are
taken, and open learning environments providing awareness and notification to
learners in order to show them possible helpful learning activities. It has been argued in
learning research that neither of these ends provides a good solution for all learning
processes, and that there is a need to carefully balance guidance and freedom in
learning processes [
          <xref ref-type="bibr" rid="ref23">23</xref>
          ]. One means of scaffolding that creates this balance is prompting,
which has been used in learning environments to facilitate tasks and to stimulate
reflecting about those tasks [
          <xref ref-type="bibr" rid="ref24 ref25">24, 25</xref>
          ]. Prompts needs to be differentiated from awareness
mechanisms and notifications, which often don’t have an instructional character [
          <xref ref-type="bibr" rid="ref26">26</xref>
          ].
        </p>
        <p>
          Prompts are cues designed to stimulate a certain behavior of the recipient [
          <xref ref-type="bibr" rid="ref27 ref28">27, 28</xref>
          ],
but they don’t enforce that behavior [
          <xref ref-type="bibr" rid="ref29">29</xref>
          ], leaving the choice whether to react or not to
the user. They can be created by oneself (self-prompting), by another person or a
system (external-prompting) either randomly, periodically or trigger-based. Usually
the person or system creating the prompt (prompter) sends a prompt to the recipient
(promptee). Prompts may occur in the form of instructions given to the promptee [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ]
46
or questions to be answered by the promptee [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ], which fits the findings on using
questions to stimulate reflection discussed above. From a technical point of view
prompts are delivered by a prompting mechanism that may provide different prompts
for different situations and purposes. Using a simple example, when setting an alarm
clock (prompting mechanism) in the evening, one sets a prompt (the alarm itself) for
oneself triggered by a matching time stamp, which most likely has the intention to
instruct the user to get up in the morning. To help users with specific tasks it is
helpful to have context-specific rather than abstract prompts [
          <xref ref-type="bibr" rid="ref24">24</xref>
          ].
        </p>
        <p>
          As any scaffolding mechanism may also cause harm if not used in a proper way
[
          <xref ref-type="bibr" rid="ref23">23</xref>
          ], prompts may also create negative effects. As an example for reminiscence
longer prompts lead to lower response rates (but also elicit longer answers) [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ]. They
thus have to be designed carefully and the goal designing prompts is to achieve a
tradeoff between the intensity of their usage and the effect on the user.
        </p>
        <p>
          Related work has found that prompts are not always answered, which was dubbed
negative in an education environment [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ], in which prompts were part of the learning
assignment. However, given the challenges reflection support faces at work, which
often hinder people to reflect at all, we think that even if some prompts remain
unanswered in certain cases, they are still helpful in creating opportunities for and
scaffolding collaborative reflection at work, since we plan to support workers rather than
enforcing the way they are using discussions at their workplace.
        </p>
        <p>Although prompting has been used in the context of reflection as described above
there is no concept for using prompts as scaffolding for various aspects of reflection
in general. This paper presents such a concept, in which prompts help to facilitate
reflection and assist if users are stuck while reflecting.
3</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Concept to facilitate reflection through prompts</title>
      <p>The following section shows our concept of how prompts can help facilitating
(collaborative) reflection and how to overcome various barriers. For this we derived
different goals from literature and our own work and connected each of the goals to the
CSRL model presented above. We also present examples of prompts supporting those
goals.</p>
      <sec id="sec-3-1">
        <title>Goals for Reflection Support</title>
        <sec id="sec-3-1-1">
          <title>Stage I: Plan and Do Work In the initial stage of the CSRL cycle the main goal is to provide data to reflect upon.</title>
        </sec>
      </sec>
      <sec id="sec-3-2">
        <title>G1 Document surprising experiences in daily work: Reflection is often caused by</title>
        <p>
          the discrepancy of reality in contrast how one expected something to happen [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ].
Baumer calls this breakdowns, which are reasons to start reflecting [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ]. Therefore,
complementing means to capture data automatically, there is a need to document
experiences in order to reflect about them later [
          <xref ref-type="bibr" rid="ref10 ref14">10, 14</xref>
          ]. Prompts for this goal are
intended to start reflection and to help people develop a reflective view on their work.
        </p>
        <sec id="sec-3-2-1">
          <title>Stage II: Initiate reflection Reflection may end before it has started, meaning that discrepancies are not followed up or no insights are created. Initiating it includes setting objectives, involving others and supporting descriptions and initial reflections on the experiences shared.</title>
          <p>
            G2 Set the objective: Boud et al. argue that reflection is not “and end in itself” and
that it is focused towards a goal in order to change future behavior [
            <xref ref-type="bibr" rid="ref2">2</xref>
            ]. Therefore
setting an objective allows for a more clearly structured reflection session. Prompts
may help users to set an individual or group related objective that helps to guide the
discussion. This is also part of the input for the next stage in the reflection cycle [
            <xref ref-type="bibr" rid="ref9">9</xref>
            ].
G3 Involve others: Involving others into problem-solving offers of getting feedback
from others and finding solutions together [
            <xref ref-type="bibr" rid="ref10 ref12 ref8">8, 10, 12</xref>
            ]. Thus in line with
recommendation research [
            <xref ref-type="bibr" rid="ref33">33</xref>
            ] there is an need to support reflection participants in inviting others
such as people someone is frequently getting input from or people the user never
worked with before to benefit from new ideas and insights [
            <xref ref-type="bibr" rid="ref33">33</xref>
            ]. Prompts can
explicitly ask for such invitations and may include recommendations.
          </p>
        </sec>
      </sec>
      <sec id="sec-3-3">
        <title>G4 Support individual reflection when describing experiences: Reflection partici</title>
        <p>
          pants should not only describe a problem but also include first explanations and
justifications. Fleck and Fitzpatrick [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ] as well as Hatton and Smith [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ] describe this as
two different levels with the first one as just descriptive but not being reflective. In
order to move away from that level, prompts may guide people into reflection while
starting a new discussion thread by asking to think of explanations and interpretations.
G5 Elicit problem description: Prompts can also help eliciting the problem
description by asking for a more detailed description. Alternative explanations and different
viewpoints are necessary to reach a form of dialogic reflection [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ]. Additionally
there might be also the need for prompts to limit the length of posts, since very long
posts are often not read fully by others in contrast to very short posts which can’t
transport all required information [
          <xref ref-type="bibr" rid="ref35">35</xref>
          ]. This goal aims to help setting up the
subsequent stage in the reflection cycle through trying to make sure that enough
information is present.
        </p>
        <sec id="sec-3-3-1">
          <title>Stage III: Conduct reflection session A major aim of the reflection session is to create outcomes that people may use to improve their practices. This can be done in different ways:</title>
        </sec>
      </sec>
      <sec id="sec-3-4">
        <title>G6 Get people to explicitly link to their experiences rather than giving plain ad</title>
        <p>
          vice: As described above we found that sharing experiences leads to an increased
likelihood to get reflective outcomes in tool supported collaborative reflection [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ].
Prompts may support this goal by asking people to argue from experience instead of
giving just plain non-reflected advice. This also connects to the phase of making
related experiences available in this stage of the CSRL model [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ].
        </p>
        <p>
          G7 Single Loop Learning &amp; G8 Double Loop Learning [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ]: Both goals support
learning while reflecting [
          <xref ref-type="bibr" rid="ref1 ref2">1, 2</xref>
          ]. This may occur either on the level of learning for
particular tasks or problems (single loop learning, see [
          <xref ref-type="bibr" rid="ref36">36</xref>
          ]) or by deriving more
general insights in the nature and prerequisites of work (double loop learning). Prompts
may guide reflection participants to either of these outcomes by asking for solutions
to the particular problem or by focusing on supporting people to state what they can
48
learn in general respectively how the knowledge can be applied to different problems.
This is also helpful for other people who are participating in the discussion thread.
        </p>
        <sec id="sec-3-4-1">
          <title>Stage IV: Apply outcome</title>
          <p>Most work on reflection does not include the implementation of insights. However, in
order to provide effective support this stage is equally important as the other stages.
G9 Check whether stage has been reached: In order to proceed to the application of
outcomes at least one outcome needs to be mentioned in the reflection session.
Prompts may aim towards helping the author/starter of a discussion to identify
outcomes or to start a new reflection cycle to e.g. pursue another direction in the
discussion or discuss some point in detail. This and G10 are similarly supported by literature
as G2 with these goals being more focusing on realizing the objective of the session.</p>
        </sec>
      </sec>
      <sec id="sec-3-5">
        <title>G10 Plan application of reflection outcome: This goal supports user in transforming</title>
        <p>ideas from the reflection session into a detailed plan of how to implement the change.
This way the outcome might get more concrete. This can help people engaging into
multiple reflection cycles with describing a problem first, then reporting back insights
and they have learned after that (see G11).</p>
      </sec>
      <sec id="sec-3-6">
        <title>G11 Check application of outcomes of a previous reflection cycle: To support the</title>
        <p>
          implementation of change users can be reminded to regularly check their progress in
applying outcomes from reflection [
          <xref ref-type="bibr" rid="ref17">17</xref>
          ]. Prompts may regularly ask users to
selfassess their progress or ask them to revisit their goals.
        </p>
        <sec id="sec-3-6-1">
          <title>Stage-independent (cross-cutting) goals There are some goals that can be applied to multiple or even all stages of the CSRL model, including training on good reflection practice, support for self-efficacy and the provision of an environment in which reflection works.</title>
          <p>
            G12 Train people how reflection works best: Reflection, though seemingly
intuitive, is not easy but has to be learned. Explain to reflection participants how reflection
processes work in order to enable them to proceed with reflection is common in some
disciplines such as nursing, in which reflective practice is well established and studies
explain that being reflective has to be trained [
            <xref ref-type="bibr" rid="ref37">37</xref>
            ]. Prompts may enable users to
understand the basic concepts of reflection (based on the work of Schön [
            <xref ref-type="bibr" rid="ref1">1</xref>
            ] and Boud
[
            <xref ref-type="bibr" rid="ref2">2</xref>
            ]) and they may provide concrete instructions how to proceed in order to show how
collaborative reflection works (e.g., based on the CSRL model [
            <xref ref-type="bibr" rid="ref9">9</xref>
            ] discussed above).
Though one challenge might be providing a way to deliver adequate personalized
feedback regarding learner’s success. Still the means of prompting itself has been
used successfully in teaching and education to stimulate users elaborate their answers
or to stimulate self-reflection [
            <xref ref-type="bibr" rid="ref24 ref25">24, 25</xref>
            ].
          </p>
        </sec>
      </sec>
      <sec id="sec-3-7">
        <title>G13 Support people to feel safe in the environment: In discussion settings when</title>
        <p>
          people report of their challenges the fear of being judged or criticized can hinder
people from posting [
          <xref ref-type="bibr" rid="ref38">38</xref>
          ]. Prompts for this goal include hints that one could post
something anonymously thus avoiding direct criticism which seem to work in education
settings [
          <xref ref-type="bibr" rid="ref39">39</xref>
          ], or try to remind people to treat each other fairly [
          <xref ref-type="bibr" rid="ref40">40</xref>
          ].
        </p>
      </sec>
      <sec id="sec-3-8">
        <title>A prompting concept to implement the goals for reflection support</title>
        <p>Table 1 shows on overview how the goals above can be implemented by concrete
prompts. Each goal is connected to one or more example prompts.</p>
      </sec>
      <sec id="sec-3-9">
        <title>Goal Example prompts</title>
        <p>G1: Document surpris- What did surprise you in your daily work lately? Why?
ing experiences in Have a look at your calendar of the last week. What was
daily work difficult for you? How?
G2: Set the objective What is it you want to know from your colleagues? Ask
them a specific question!
G3: Involve others Who of your colleagues might help you in this? Mention
him in your post to notify him or her (@username).</p>
        <p>What has happened? Is there already something you
learned from it?
G4: Support individual
reflection already in
first post
G5: Elicit problem
description
G6: Explicitly link to
experiences rather than
giving plain advice
G7: Single Loop
Learning</p>
        <sec id="sec-3-9-1">
          <title>G8: Double Loop</title>
          <p>learning
G9: Check whether
stage has been reached
G10: Plan application
of reflection outcome
G11: Check application
of outcomes of a
previous reflection cycle
G12: Train people how
reflection works best</p>
        </sec>
        <sec id="sec-3-9-2">
          <title>Help your colleagues understand your problem: Try to describe what things you already tried to solve your issue! Suggestions are most helpful if they are based on your experience!</title>
          <p>What would you personally suggest as a solution? Why?
What have you learned regarding this topic so far from this
discussion?
What is your personal outcome of this discussion so far?
What have you learned so far on an abstract level?</p>
        </sec>
        <sec id="sec-3-9-3">
          <title>Do you have an idea from this discussion how to change your approach to the topic? If not, phrase a new question. How do you want to implement the suggestions of your colleagues?</title>
          <p>Did your plan work? What are your experiences with the
change? Tell your colleagues about it.</p>
        </sec>
        <sec id="sec-3-9-4">
          <title>G13: Support people to</title>
          <p>
            feel save in the
environment
As can be seen from the goals and corresponding prompts, currently the concept is
focused on common problems concerning reflection, and it covers the whole cycle of
50
reflection as described in [
            <xref ref-type="bibr" rid="ref9">9</xref>
            ]. While the goals as well as the prompts may be
extended, to the knowledge of the authors this is the only concept that shows how prompting
may influence reflection in such as broad way. However, there are several
possibilities in extending the concept to pursue facilitate other reflection related aspects:
          </p>
          <p>
            Linking to creativity support: The concept may be complemented by creativity
techniques in order to help users getting new ideas about how to approach their work
related challenges and how to merge ideas into solutions. One creativity technique to
support this might be directed brainstorming [
            <xref ref-type="bibr" rid="ref41">41</xref>
            ], in which a topic is split up into
individual parts having a brainstorming each. For the reflection participants this adds
the benefit of choosing from a number of ideas, which is easier than creating new
ones [
            <xref ref-type="bibr" rid="ref42">42</xref>
            ]. Santanen et al. also used the means of prompting in their study of directed
brainstorming [
            <xref ref-type="bibr" rid="ref41">41</xref>
            ], thus linking this to reflection might be promising, but further
research is required to study how the concept of directed brainstorming through
prompts is also helpful in reflection settings.
          </p>
          <p>
            Setting goals: Setting personal goals is beneficial for personal reflection since
people can use this to plan reflection topics or sessions [
            <xref ref-type="bibr" rid="ref43">43</xref>
            ]. This is also an
opportunity to facilitate reflection through the means of prompting. Prompts could help users in
reminding them of looking at their goals to reassess whether the goal has already been
met, whether the goal is still worth pursuing or whether the goal is now obsolete. Also
prompts can assist users in checking whether discussion contributions are helpful to
progress towards their goal.
          </p>
          <p>
            Sustaining reflectivity: Often people who are more experienced in their rob (role)
are less likely to have a reflective approach to their work [
            <xref ref-type="bibr" rid="ref1 ref44">1, 44</xref>
            ]. Prompts may evoke
and sustain their reflexivity by helping these people to take a role similar to a mentor
in which they can contribute with their experience on topics initiated by colleagues.
Mentorships often have various benefits also for the mentor like learning from the
protégé, getting new work related information, and extending the network [
            <xref ref-type="bibr" rid="ref45">45</xref>
            ]. The
approach is to deliver prompts which are not asking the experienced worker directly
to think about their work, but to try get their feedback for the work of their mentees,
which in turn might possible cause them to think about their work.
4
          </p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Implementation and Evaluation: Work in Progress</title>
      <p>This section reports on the implementation of a prototype incorporating the
aforementioned prompting concept, including an approach for its evaluation.</p>
      <sec id="sec-4-1">
        <title>Implementation</title>
        <p>
          To evaluate the concept we are currently implementing a system supporting reflection
in online discussion threads as used in typical tools such as community platforms and
learning environments. This enables a group of people working together to talk
together about the problems they face in an asynchronous way, not requiring them to
find a common time and date [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ] and to exchange experiences with colleagues
working in the same organization but in different offices. Using prompts might then
facili51
tate collaborative reflection and discussion among the participants in the group. This
is especially helpful if used in existing platforms in an organization, as it adds
reflection to the platform while preserving a well-known and accepted tool for users1.
        </p>
        <p>The prototype currently features threaded discussions as well as social networking
features like profiles, personal messages, friendships, mentioning. It also contains the
option to share files and a common news section. Features like mentioning facilitate
involving others (G3), making adhering to that type of prompts more simple. Having
friendships allows people to expand their network to get automatically get notified of
discussions their colleagues participated in.</p>
        <p>Fig. 2 depicts a discussion thread in the prototype, showing that a thread was
already started and that the user viewing the thread has now the possibility to reply. Just
below the thread and above the text input area the prompt is shown asking the
recipients to think back whether they also experienced something like this and to tell their
experiences (G6). This also shows that the prompts are implemented in a way not
forcing the recipients to react in any specific way. The prompts will be later on
accompanied by a button containing information that the prompt is trying to help them
structuring their posts and thus showing a trajectory of how they can make use of it.</p>
      </sec>
      <sec id="sec-4-2">
        <title>Ideas for the Evaluation of the Prompting Approach</title>
        <p>
          The concept described in this paper will be evaluated with groups of 10-100 users as
part of the European project EmployID working as counsellors in public employment
services. The platform is intended to support the exchange of experiences among
practitioners and offering an environment for reflection. While the evaluation will
1 The mechanism for adding the prompts to existing platforms will be described in the ECTEL
2015 poster session, see [
          <xref ref-type="bibr" rid="ref46">46</xref>
          ],
begin late in 2015 we already compiled a list of criteria we plan to use to evaluate
whether and to what extend the concept is facilitating collaborative reflection:
 Do the prompts change the behavior of the participants? If prompts are
successful we should be able to see more activity related to reflection (e.g., more
experiences shared or questions asked).
 Does more reflection occur in the discussion threads? If the prompts facilitate
reflection we should be able to see qualitative and quantitative changes in the
reflection outcomes (e.g., more outcomes documented and more satisfaction with
the outcomes among participants).
 Which prompts help facilitating reflection the most? While our concept is
based on thorough literature analysis and previous work it is likely that some
prompts are more or less helpful than others. Comparing the outcomes of the two
questions mentioned above with the prompt being used may therefore create
valuable insights on how to prompt for reflection.
 Are there any long-term learning effects following the display of prompts?
Prompts should not only guide activity but also help people to become more
reflective. If this is successful we should be able to see the changes measures in the
first two questions even if we reduce the amount of prompts provided to users.
This is also related to using prompts as a scaffold which is reduced bit by bit over
time when the learner doesn’t need the scaffold anymore.
        </p>
        <p>In order to answer the questions an evaluation setting with a within-groups design
is planned, which includes having two groups in a counter-balanced design. This way
one group gets prompts for a certain time and no prompts after that, and the other
group starts without getting prompts and then switches to getting prompts. This
design has the advantage that the size of the group of participants can be smaller since
everybody gets prompts at one point of time. A disadvantage might be that having
prompts at first influences the behavior in a long-term way, affecting the time period
when said group does not receive prompts anymore. However, this disadvantage
could be also used to answer the last question regarding long-term effects of prompts
shown to users.</p>
        <p>To answer the questions we plan to evaluate the concept on two different levels.
The first level is whether the prompts are influencing the content of the discussion,
that is, whether the users make use of the suggestions, for example whether displaying
a prompt asking to evaluate colleagues did leads to more users mentioned in the posts.
The second level involves checking whether those interventions also lead to more
reflection outcomes in terms of whether the post indicated that the user either learned
something or indicated that the user intends to do something differently in future.</p>
        <p>
          Prompts and reactions to it could be evaluated through a content analysis as
demonstrated in [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ]. This may give insights whether the content of written
discussions may be influenced by the prompt or not. Prilla et al. recently published a coding
scheme for analyzing reflection content [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ], which allows for checking whether the
content shows indication that the users learned something or intends to do something
differently in future. Content analysis is also an evaluation strategy previously
employed to analyze prompts [
          <xref ref-type="bibr" rid="ref24 ref47">24, 47</xref>
          ]. Methods like pre- and post-tests on the content
like in education settings [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ] may not be feasible in workplace settings. Answering
53
the question whether a user actually saw and respectively read the prompt could be
either answered statistically [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ] or in pre-tests technology-supported e.g. with
eyetracking. However eye-tracking doesn’t seem feasible in a larger workplace setting.
Further work has to be done to make sure that this case is considered in the
evaluation.
        </p>
        <p>Prompts trying to evoke a more elaborated answer could also be evaluated on a
quantitative level. Measuring the amount of words in the corresponding discussion
contributions could give a basic insight, whether people adhered to the prompt.
Additionally content coding can assess whether contributions contain more descriptive
content about problems or approaches the author already tried to solve the problem.</p>
        <p>Prompts aiming to guide users can be also evaluated through content analysis by
checking whether the text contains elements the prompt asked for. In order to evaluate
whether prompts targeting the involvement of colleagues are successful, a social
network analysis may be useful to track changes in the personal network of people
reflecting together in online threaded discussions. Prompts suggesting that content
could be posted anonymously can also be evaluated without content analysis but only
with the information how often the prompt was displayed and how often the feature
was used respectively how often the feature was used after the user has seen the
prompt once.
5</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Conclusion and Outlook</title>
      <p>We presented a concept based on using prompts to facilitate tool supported
collaborative reflection and to support certain reflective behavior. We based the approach on
literature analysis and our own previous studies, and we chose this approach because
we think it is most suitable to cover a broad bandwidth of support for reflection.</p>
      <p>The main contribution of this paper is the presented concept of goals supported by
prompting to facilitate collaborative reflection – to the knowledge of the authors there
is no other concept linking prompts to reflection support in such an extent.
Additionally the paper already shows a first implementation of a prototype outlining how the
concept can be used in a setting with online thread discussion forums. Our work is
still in progress, and we think it provides fertile grounds for discussion in the ARTEL
workshop.</p>
      <p>In future work we plan to evaluate the concept with the presented prototype in a
workplace setting. We already presented a rough evaluation concept in the paper
which shows how we plan to evaluate whether and how different prompts are feasible
for collaborative reflection support in a workplace setting.</p>
    </sec>
    <sec id="sec-6">
      <title>Acknowledgements</title>
      <p>This work is part of the EmployID (http://employid.eu) project on “Scalable &amp;
costeffective facilitation of professional identity transformation in public employment
services” supported by the EC in FP 7 (project no. 619619). We thank all colleagues
and associated partners for their cooperation and our fruitful discussions.
54</p>
    </sec>
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