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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Cloudy with a Chance of Usage? { Towards a Model of Cloud Computing Adoption in German SME</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Robert Deil</string-name>
          <email>mail@robertdeil.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Philipp Brune</string-name>
          <email>Philipp.Brune@hs-neu-ulm.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Neu-Ulm University of Applied Sciences Wileystra e 1</institution>
          ,
          <addr-line>D-89231 Neu-Ulm</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <fpage>65</fpage>
      <lpage>72</lpage>
      <abstract>
        <p>While Cloud Computing has become an important topic in research and practice in recent years and widely adopted by consumers and companies around the globe, especially German small and mediumsized enterprises (SME) are reluctant with the respect to using cloud services. Scienti c literature on cloud adoption in German SMEs is still scarce, in particular with respect to the use of PaaS solutions. Therefore, in this paper a research model for the organizational adoption of Cloud Computing and especially PaaS solutions is proposed, which is based on the Di usion of Innovation (DOI) and Technology, Organization and Environment (TOE) theories. The proposed model is derived from an explorative qualitative empirical study among German SMEs. Within this model, security and privacy concerns and fast broadband internet access have been identi ed as the most important technological in uencing factors for cloud adoption.</p>
      </abstract>
      <kwd-group>
        <kwd>Cloud Computing</kwd>
        <kwd>PaaS</kwd>
        <kwd>Adoption</kwd>
        <kwd>Organizations</kwd>
        <kwd>SME</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        In recent years, Cloud Computing has become an important topic in research as
well as in practice [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. It refers to providing computing infrastructure or software
services in a exible way via the internet [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. Three main service models could be
distinguished: Software-as-a-Service (SaaS), Platform-as-a-Service (PaaS) and
Infrastructure-as-a-Service (IaaS) [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. From these, in particular PaaS is getting
increasingly important [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>
        Furthermore, there is a need to focus especially on small and medium-sized
enterprises (SME). E.g., in 2014 an o cial study showed the importance of SMEs
for the German economy [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Nevertheless, so far few scienti c studies exist on
the adoption of Cloud Computing and in particular PaaS by German SMEs.
Therefore, in this paper a research model for describing the in uencing factors
on organizational adoption of Cloud Computing with special consideration of
PaaS is derived from an explorative qualitative study among German SMEs.
      </p>
      <p>The rest of this paper is organized as follows: In Section 2 the related
literature is analyzed in detail, Section 3 describes the research model used for the
empirical study and Section 4 the respective data collection and analysis. The
results of the empirical study are presented in Section 5. We conclude with a
summary of our ndings.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Related Work</title>
      <p>
        For evaluating the adoption of information Technology (IT) trends, in
information systems research (ISR) various adoption theories are commonly used. These
can be categorized into two groups: On the one hand theories with a
psychological focus, like the Technology Acceptance Model (TAM) [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] or the Theory of
Planned Behavior (TPB) [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] and their various descendants, on the other hand
approaches taking an organizational perspective like the Di usion of Innovation
(DOI) [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ] or Technology, Organization and Environment (TOE) frameworks
[
        <xref ref-type="bibr" rid="ref16 ref17 ref21">21, 16, 17</xref>
        ].
      </p>
      <p>
        By such frameworks, the organizational adoption of Cloud Computing has
been studied in recent years by various authors for di erent contexts and
countries, but only partially for SMEs [
        <xref ref-type="bibr" rid="ref10 ref11 ref15 ref17 ref18 ref20 ref22 ref23 ref5 ref9">5, 18, 20, 22, 9, 17, 15, 11, 23, 10</xref>
        ].
      </p>
      <p>
        While the importance of analyzing Cloud Computing adoption in SMEs has
been emphasized by various authors [
        <xref ref-type="bibr" rid="ref10 ref11 ref15 ref18 ref22 ref23 ref9">18, 22, 9, 15, 11, 23, 10</xref>
        ], only few studies
on the topic have been published (the term SME here is used according to the
de nition of the European Commission [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]). In particular, only a limited number
of studies on SMEs in Germany exist [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. Due to the big importance of SMEs
for the German economy [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], more research is required here. Despite its rising
importance [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], literature on the organizational adoption of PaaS is also scarce
[
        <xref ref-type="bibr" rid="ref23">23</xref>
        ], and in particular no scienti c studies have been found focusing on the
organizational adoption of PaaS by SMEs in Germany.
      </p>
      <p>Therefore, in this paper an organizational adoption model for Cloud
Computing in SMEs in Germany with a special focus on PaaS is derived from an
explorative qualitative empirical study.
3</p>
    </sec>
    <sec id="sec-3">
      <title>Research Model</title>
      <p>
        For the present qualitative study the TOE framework is combined with elements
of DOI model [
        <xref ref-type="bibr" rid="ref19 ref21">19, 21</xref>
        ]. The innovation characteristics of the DOI model have been
integrated in the technological context of the TOE model, as both aspects cannot
be clearly separated from each other. This approach represents an extension of
the work by Oliveira et al. [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ], while adding some constructs based on further
authors' results [
        <xref ref-type="bibr" rid="ref20 ref5">20, 5</xref>
        ].
      </p>
      <p>Figure 1 shows the resulting initial research framework with its respective
hypotheses (HB1 { HB10) regarding the positive (+) or negative (-) in uences
on the adoption. The in uences on the adoption according to the TOE framework
are grouped into three major contexts:</p>
      <p>
        Technology Context. Contains the factors technological readiness and relative
advantage. Together with its sub-factors complexity and compatibility it has
been taken from the DOI model [
        <xref ref-type="bibr" rid="ref17 ref19">19, 17</xref>
        ].
      </p>
      <p>
        Organizational Context. Consists of the factors top management support,
support of Non-IT employees and rm size. Support of Non-IT employees has been
suggested to in uence the adoption of Cloud Computing [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. Firm size has been
recognized as an important factor when adopting new technology [
        <xref ref-type="bibr" rid="ref17 ref20 ref5">5, 20, 17</xref>
        ].
Environment Context. Describes the setting in which a company pursues its
business, consisting of the factors competitive pressure [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ], regulatory support
or in uence [
        <xref ref-type="bibr" rid="ref17 ref20 ref5">5, 20, 17</xref>
        ] and market environment [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>In addition, the adoption is considered to be in uenced by the actual Usage
of Cloud Computing, considered separately for the three service models (SaaS,
PaaS and IaaS).
4</p>
    </sec>
    <sec id="sec-4">
      <title>Data Collection and Analysis</title>
      <p>To evaluate and re ne the described research model, a qualitative study among
SMEs in southern Germany was conducted. A convenience sample of 16
representatives of SMEs was interviewed in November 2014 using semi-structured
interviews with a paper-based questionnaire. 10 interviews were performed
faceto-face, 5 by telephone and 1 via e-mail. 9 interviewees were CEO of a SME,
while the remaining participants were working in other positions (e.g. software
developers). In addition, public information about the enterprises of the
interviewees was collected and analyzed.</p>
      <p>13 participants worked for actual SME according to the EU de nition. The
majority of the participants were from the IT industry (13), but also from
business consulting (1), retail industry (1) or even indoor car racing (1). 10 of these
companies are mainly active on the German or regional markets, but also in
Europe (5) and even worldwide (1).</p>
      <p>
        The interviews were audio recorded and transcribed. They were performed
in German language, with the resuls being translated for publication. The
subsequent coding and further analysis was performed using the MAXQDA 11Plus
software tool1 using a grounded theory approach [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ] in combination with a
qualitative content analysis [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
5
      </p>
    </sec>
    <sec id="sec-5">
      <title>Results</title>
      <p>The combination of the codes/categories resulting from the qualitative analysis
with the prede ned model structure is illustrated in gure 2.</p>
      <p>
        Technology Context. Deeper technical knowledge of Cloud Computing (in
agreeement with [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] but contradicting [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]) as well as its perception as being
benecial for collaboration (contradicting [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]) while being rather uncomplicated to
use (contradicting [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]) have a positive impact on its adoption.
      </p>
      <p>Data security concerns were considered the most important negative impact
on adoption of Cloud Computing. Topics as the NSA a air, and the necessity
to meet complicated legal requirements were mentioned in this context. This
aspect has not been found in previous studies so far. However, concerns about
the dependency on the provider and problems with internal IT or API played a
minor role.</p>
      <p>
        Organization Context. In agreement with the literature [
        <xref ref-type="bibr" rid="ref12 ref17 ref5">12, 5, 17</xref>
        ], top
management support was considered as rather important for the adoption. With respect
to the role of Non-IT employees and rm size the results remain inconclusive.
Regarding rm size, this is in line with [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] but not [
        <xref ref-type="bibr" rid="ref12 ref17">12, 17</xref>
        ].
      </p>
      <p>
        Environment Context. Competitive pressure played a minor role for the
participants. In contrast, the participants stated that Cloud Computing could enable
rms to become innovation leaders and as a result in uence their cloud or
software providers. This is in line with [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ], but not [
        <xref ref-type="bibr" rid="ref12 ref5">12, 5</xref>
        ].
      </p>
      <p>
        The regulatory in uence is considered ambivalent. While the ongoing
expansion of the broadband network infrastructure is perceived positive by the
participants, the privacy and data protection regulations as well as unquali ed
statements by German politicians are considered to have negative impact on
the adoption. This is probably speci c to Germany and in contrast to previous
studies [
        <xref ref-type="bibr" rid="ref17 ref5">5, 17</xref>
        ].
      </p>
      <p>
        Usage of Cloud Computing. Regarding the cloud service models, SaaS was
frequently mentioned, but PaaS and IaaS only by participants from the IT industry.
PaaS is well-known to software developers, but only about half of them are using
it. In line with the literature [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], simpli ed provisioning, improved testing
possibilities and shorter development cycles are considered as positive, the higher
abstraction level as negative. PaaS is only used in development but not in
production environments.
      </p>
      <p>Figure 3 summarizes these ndings with respect to the original hypotheses
in the TOE research framework. Based on these results, the initial research
framework was re ned as illustrated in gure 4. Compared to the initial model
in gure 1, cloud usage now was focused on PaaS.
6</p>
    </sec>
    <sec id="sec-6">
      <title>Conclusion</title>
      <p>In conclusion, in this paper a research model for analyzing the organizational
adoption of PaaS Cloud Computing in German SMEs has been presented. The
model was derived from an explorative, qualitative empirical study among SMEs
in southern Germany.</p>
      <p>Technological factors have been identi ed to have a major in uence on the
adoption in SMEs, in particular the availability of broadband internet access and
data security and privacy concerns. With respect to PaaS, the key reasons for
usage are better testing possibilities and shorter product development lifecycles.</p>
      <p>The main limitation of the study lies in its qualitative nature. In addition,
mainly companies from the IT sector were interviewed so far, which may lead
to a bias in the results. So the study should be extended to other industrial
sectors as well. The obtained model now should be tested further by means of
a quantitative empirical study to obtain a more comprehensive picture of Cloud
Computing adoption by SMEs in Germany.</p>
    </sec>
  </body>
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