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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Replicating an International Survey on User Experience: Challenges, Successes and Limitations</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Author Keywords User Experience</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>HCI Research</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Replication</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Survey</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Experience Report</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>General Terms Human Factors</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Design</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Measurement</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>ACM Classification Keywords H.5.m. Information interfaces and presentation (e.</institution>
          <addr-line>g., HCI): Miscellaneous</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Carine Lallemand Public Research Centre Henri Tudor 29</institution>
          <addr-line>avenue John F. Kennedy L-1855</addr-line>
          <country country="LU">Luxembourg</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Guillaume Gronier Public Research Centre Henri Tudor 29</institution>
          <addr-line>avenue John F. Kennedy L-1855</addr-line>
          <country country="LU">Luxembourg</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Vincent Koenig EMACS Research Unit &amp; Interdisciplinary Centre for Security, Reliability and Trust University of Luxembourg Route de Diekirch Walferdange</institution>
          ,
          <addr-line>L-7220</addr-line>
          <country country="LU">Luxembourg</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In order to study how the notion of User Experience (UX) evolved over the last few years, an international survey originally conducted in 2008 by Law et al. [1] has been replicated. Its main goal was to get some insights on the points of view from practitioners on the notion of UX. After having slightly adapted the initial (English) survey and having translated it into French and German, more than 758 valid answers have been collected from all over the world. This experience report aims at illustrating some of the challenges involved in the replication of such a study as well as successes and limitations.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Presented at RepliCHI2013. Copyright © 2013 for the individual papers
by the papers’ authors. Copying permitted only for private and academic
purposes. This volume is published and copyrighted by its editors.</p>
    </sec>
    <sec id="sec-2">
      <title>Introduction: a Tale of Two Studies</title>
      <p>
        Some concepts in the field of HCI are widely spread and
used by practitioners even if a lack of empirical
research prevents the true understanding of their
meaning and impacts [
        <xref ref-type="bibr" rid="ref1 ref2 ref3">3, 1, 2</xref>
        ]. This is the case for User
Experience (UX). Despite many attempts to
understand, define and scope UX, it is still not clear
whether a consensus has been reached on this concept
or not. In a willingness to address the complexity of the
UX concept, to contribute to its further development
and consolidation, we decided to replicate a previous
survey entitled “Understanding, scoping and defining
UX: a survey approach” [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>The original study has been first spread during the
main conference CHI’08 before being broadcast through
several communication channels. Results have been
published the following year in the proceedings of
CHI’09, as a 10-pages long paper. 275 answers had
been collected at that time from 25 countries.
In order to adapt to our project’s multicultural context
and to reach a wider audience within the
Frenchspeaking community of UX practitioners, all
questionnaire items have been translated, from the
English master version to French and German (both
languages being commonly used in Luxembourg). A
back translation process has been applied to ensure the
quality and validity of the process.</p>
    </sec>
    <sec id="sec-3">
      <title>Rationale for a Replication</title>
      <p>Several reasons may explain the choice to replicate this
UX survey. First of all, as User Experience is still a
concept in maturation, it was worth taking stock of the
situation four years after the initial study in order to
see a possible evolution in the representations, points
of view and practices associated to UX. Replication acts
here as a way to check whether the results still apply in
a different context to the original study, especially in a
different temporality.</p>
      <p>Moreover, the translation into two others languages
allowed us to reach a wider audience, especially in the
multicultural context in which the present work was
involved. As this study constituted an exploratory step
within a wider Luxemburgish project focused on UX
Design, gathering additional knowledge about the
French- and German-speaking practitioners’ community
(not well represented in the initial study) seemed
crucial to us. By trying to draw an accurate picture of
the current situation of UX and building on that basis,
we aim at achieving the best solutions possible to
design for UX.</p>
    </sec>
    <sec id="sec-4">
      <title>Form of Replication</title>
      <p>This study may be considered as a direct replication,
since differences between both studies are limited to:
 A minor extension through the translation in French
and German languages. The original English
version was kept as default language and still
represented 58.4 % of the completed surveys.
 Additional sociodemographics items aimed at better
categorizing participants and acting as control
variables to analyze the data.</p>
    </sec>
    <sec id="sec-5">
      <title>Summary of the Methodology</title>
      <sec id="sec-5-1">
        <title>Structure of the Survey</title>
        <p>The UX questionnaire encompasses 3 sections:
 Background: respondents were asked to first
answer 13 questions about their job and
educational background, their level of familiarity
with UX or the importance of UX in their actual


work. Sociodemographic information (age, gender,
country of residence) was also collected.</p>
        <p>UX Statements: respondents were asked to assess
their agreement level with 23 UX statements on a
5-point Likert scale.</p>
        <p>UX Definitions: Five UX definitions were presented.
For each of them, participants were asked to
answer the following open-ended question “What
do you think of this definition?”. Finally,
participants were asked to choose which definition
suits them best and to freely comment on the
reasoning for their choice.</p>
        <p>The main differences between the initial study and the
replication lay in additional sociodemographics to better
categorize respondents. The following questions have
therefore been added to the initial survey: current job
position, level of familiarity with the concept of UX and
collaboration with people working in the field of UX.</p>
      </sec>
      <sec id="sec-5-2">
        <title>Sampling and Dissemination of the Survey</title>
        <p>The survey was broadcast online from February to April
2012, on multiple communication channels. As for the
original study, practitioners’ forums, social networks
and mailing lists were the main vector of dissemination.
From a total of 898 returned questionnaires, 758 valid
questionnaires have been retained to compute the
data.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Results</title>
      <p>Our results mainly confirmed the original findings on
the understanding of UX. Our classification of UX
statements sorted by mean-agreement is very similar
to the original one. Uniqueness of an experience,
importance of social and cultural context, and finally
temporal dynamics remained highlighted as crucial by
the respondents. Interestingly, our larger sample size
allowed us to identify some patterns describing how the
differences in UX perception and choices of a UX
definition significantly vary with background variables.
Analyses of qualitative data (open-ended questions) are
still ongoing and may show differences between the
replication and the original study. These questions will
indeed probably allow us to identify a range of issues
that may be underlined by the respondents in 2012 but
were not previously conceptualized through the UX
statements defined in 2008.</p>
    </sec>
    <sec id="sec-7">
      <title>Challenges, Successes and Limitations of the</title>
    </sec>
    <sec id="sec-8">
      <title>Replication</title>
      <sec id="sec-8-1">
        <title>Volatility of concepts in the field of HCI</title>
        <p>
          Repeating a conceptual survey presents inherent
challenges due to the relative volatility of some
concepts and notions developed in HCI, but also due to
the volatility of the main object of HCI. Driven towards
novelty and innovation some terms used in this
research field tend to emerge as popular trends and
fade away quickly without having been really analyzed
through the lens of empirical research. Some authors in
HCI suspect that it could have been the case for UX,
which is often used as an umbrella term to designate a
wide range of fuzzy and dynamic concepts such as
affects, hedonism or aesthetics [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ]. Moreover, after 4
years of intensive use by both practitioners and
researchers, it was a bit of a challenge to dare repeat
such a survey aimed at defining UX - going back to the
basics in a way. We had e.g. the case of a group leader
on LinkedIn who refused to broadcast the study
claiming that it was now useless because every good
practitioner knows what UX is, even though he was
unable to provide an accurate definition of UX.
Fortunately, beyond this single case, the replicated
survey has been received warmly by the community,
which demonstrates the need to reflect and examine
the concept of UX once again, in a new temporal
context. Understanding and validating previous findings
seemed nevertheless highly valuable and our approach
truly succeeded at analyzing the maturational process
of the concept of UX.
        </p>
      </sec>
      <sec id="sec-8-2">
        <title>Language and Translation of Material</title>
        <p>When working in a non-English speaking country,
replication (or even partial use of existing tools only)
generally involves the translation of those tools into the
native language of the users composing the target
population and sample. The administration of a
questionnaire in the native language of respondents
allows to give them a better understanding of the items
and to decrease the rate of people being excluded or
who abort due to language difficulties. However,
translating a survey may become very complex when
dealing with conceptual topics (as it is the case here),
which already involve several ambiguous items
(whether intended or not by their authors) in their
original version. The present study was translated into
German and French. Even if a back translation process
has been used to verify the reliability of the translation,
it is not yet sure that concepts were understood in the
same way across different languages (and maybe even
across different respondents for the same language).
To overcome this difficulty when computing the data,
note that we also compared the level of
nonunderstandability of the items (respondents had the
option to check “I don’t understand”). Being almost
similar for each language and similar to the level found
in the original study, the translation was considered
fairly reliable.</p>
      </sec>
      <sec id="sec-8-3">
        <title>Comparability of the results</title>
        <p>SAMPLING AND DIFFUSION OF THE SURVEY
Replicating a research work dealing with the definition
of a concept implies reaching a comparable sample
both in terms of sample size and characteristics.
However, how should we deal with this kind of
exploratory survey that did not involve a random and
representative sample? As the whole population of
practitioners working in a field related to UX is not
clearly defined, it was decided to simply broadcast the
survey on the web. We were aware that several biases
may have impacted previous results (and may also
impact ours), especially the fact that only
selfmotivated and careful respondents would answer the
questionnaire. Moreover, it was impossible to know
with accuracy neither the number of people touched by
the survey (probably thousands of them), nor the
coverage of the target population. However, every
research design choice has strengths and weaknesses.
The diffusion method chosen for the original study has
clearly advantages in terms of reaching a wide
audience, which fulfilled the primary exploratory goal of
the study and provided us with information on what
kind of practitioners declare working directly or
indirectly on topics related to User Experience. We
succeeded in reaching an international sample larger
than the original one (n= 758 in 2012 vs. n=275 in
2008) but still almost equivalent in characteristics. The
larger sample size had two main advantages: first it
allowed detecting more subtle differences in the
understanding and perceptions of the notion of UX
according to background variables; second it allowed
detecting societal evolution related to the field of HCI
(e.g. an increase in the number of UX practitioners
coming from Asia, Middle-East or Africa).</p>
        <p>
          LIMITATIONS HIGHLIGHTED IN THE ORIGINAL SURVEY DESIGN
Replicating research implies repeating a study exactly
the way it has been conducted the first time.
Unfortunately, it is close to impossible to design studies
without any limitation and thus most studies present
some limitations, highlighted by the authors or not,
that need to be copied for the sake of replication. While
this is not intended to depreciate previous work at all, it
should highlight that repeating mistakes or inaccuracies
may be hard to accept as researches always strive for
progress. In the case of the UX Survey, we noticed
some possibilities for improvement regarding the
survey design (e.g. reduction of the number of items,
rephrasing of ambiguous UX statements,
rotation/counterbalancing of items or reflection on
open-ended questions). These improvements could
have been done quite easily with a new pre-testing
phase involving a few users. Although we were aware
of those limitations, replication forbids any major
changes in the survey design (since it may bias the
results) and we had to accept this as a matter of fact.
The solution we found to overcome this issue was to
extend our data collection. As some data cannot be
easily quantified, and as this is especially the case here
when dealing with a conceptual representation of User
Experience, additional in-depth interviews with
practitioners were conducted in order to better
understand their representations of the concept and the
way they made use of it. Concomitant with the diffusion
of the UX Survey, 25 interviews were conducted during
the first semester 2012. A semi-directive interview
guide has been created, mainly based on the principal
questions included in the UX Survey [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ].
        </p>
      </sec>
    </sec>
    <sec id="sec-9">
      <title>Conclusion</title>
      <p>By replicating a previous UX survey, we intended to
gain further insight into the maturational process the
concept of UX undergoes. Further, we aimed at
validating previous findings almost taken for granted by
the HCI community (e.g. uniqueness of an experience,
influence of the context, or temporal dynamics of UX).
Despite some challenges and difficulties to overcome,
replication of such a survey appeared valuable and
highly interesting for the community. Every research
design has strengths and weaknesses, requiring choices
to be made with regard to the research objective.
Replicating a research work therefore implies both
benefits from the strengths and applying the limitations
of the original study.</p>
    </sec>
    <sec id="sec-10">
      <title>Acknowledgements</title>
      <p>
        The present project is supported by the National
Research Fund, Luxembourg. The authors would like to
thank the authors of the initial survey conducted in
2008 [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], especially Effie C. Law and Marc Hassenzahl,
for their availability and support.
      </p>
    </sec>
  </body>
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</article>