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<front>
<journal-meta>
<journal-id journal-id-type="pmc">IASC</journal-id>
<journal-id journal-id-type="nlm-ta">IASC</journal-id>
<journal-id journal-id-type="publisher-id">IASC</journal-id>
<journal-title-group>
<journal-title>Intelligent Automation &#x0026; Soft Computing</journal-title>
</journal-title-group>
<issn pub-type="epub">2326-005X</issn>
<issn pub-type="ppub">1079-8587</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">18170</article-id>
<article-id pub-id-type="doi">10.32604/iasc.2021.018170</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Attitude Towards Adopting Cloud Computing in the Saudi Banking Sector</article-title>
<alt-title alt-title-type="left-running-head">Attitude Towards Adopting Cloud Computing in the Saudi Banking Sector</alt-title>
<alt-title alt-title-type="right-running-head">Attitude Towards Adopting Cloud Computing in the Saudi Banking Sector</alt-title>
</title-group>
<contrib-group content-type="authors">
<contrib id="author-1" contrib-type="author">
<name name-style="western">
<surname>Hamdi</surname>
<given-names>Mohammed</given-names>
</name>
<xref ref-type="aff" rid="aff-1">1</xref>
</contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western">
<surname>Olayah</surname>
<given-names>Fekry</given-names>
</name>
<xref ref-type="aff" rid="aff-2">2</xref>
</contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western">
<surname>Al-Awady</surname>
<given-names>Amin A.</given-names>
</name>
<xref ref-type="aff" rid="aff-3">3</xref>
</contrib>
<contrib id="author-4" contrib-type="author">
<name name-style="western">
<surname>Shamsan</surname>
<given-names>Ahlam F.</given-names>
</name>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<contrib id="author-5" contrib-type="author" corresp="yes">
<name name-style="western">
<surname>Ghilan</surname>
<given-names>Mokhtar M.</given-names>
</name>
<xref ref-type="aff" rid="aff-5">5</xref>
<email>mmghilan@gmail.com</email>
</contrib>
<aff id="aff-1">
<label>1</label><institution>Department of Computer Science, College of Computer Science and Information Systems, Najran University</institution>, <country>KSA</country></aff>
<aff id="aff-2">
<label>2</label><institution>Department of Computer Information Systems, College of Computer Science and Information Systems, Najran University</institution>, <country>KSA</country></aff>
<aff id="aff-3">
<label>3</label><institution>Department of Computer Skills, Najran University</institution>, <addr-line>Najran</addr-line>, <country>KSA</country></aff>
<aff id="aff-4">
<label>4</label><institution>Department of Computer Science, Community College, Najran University</institution>, <country>KSA</country></aff>
<aff id="aff-5">
<label>5</label><institution>Department of Information Systems, Sana&#x2019;a University</institution>, <addr-line>Sana&#x2019;a</addr-line>, <country>Yemen</country></aff>
</contrib-group><author-notes><corresp id="cor1">&#x002A;Corresponding Author: Mokhtar M. Ghilan. Email: <email>mmghilan@gmail.com</email></corresp></author-notes>
<pub-date pub-type="epub" date-type="pub" iso-8601-date="2021-06-02">
<day>2</day>
<month>6</month>
<year>2021</year>
</pub-date>
<volume>29</volume>
<issue>2</issue>
<fpage>605</fpage>
<lpage>617</lpage>
<history>
<date date-type="received">
<day>27</day>
<month>2</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>4</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2021 Hamdi et al.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Hamdi et al.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="TSP_IASC_18170.pdf"></self-uri>
<abstract>
<p>Cloud computing plays a significant role in business organisations by offering many benefits and opportunities. However, the adoption of cloud computing involves some trepidation. The adoption of cloud computing in developing countries is still in the early phase. The bank sector in Saudi Arabia aims to benefit from opportunities offered by the cloud computing technology; however, some banks continue to hesitate in the implementation of this technology. Therefore, this study aims to investigate factors that influence the attitude of the Saudi Arabian bank sector towards adopting cloud computing. A model that incorporates factors derived from the literature is developed in this study to determine whether specific factors positively or negatively affect the attitude of the Saudi bank sector towards adopting cloud computing. A quantitative method is used and data are collected from decision makers and IT staff members in the Saudi bank sector. Results showed that factors of security and privacy exert a significant negative effect whilst factors of benefits and competition pressure demonstrate a significant positive effect on the Saudi bank sector attitude towards adopting cloud computing. Thus, cloud computing providers must focus more on negative influential factors to reduce the apprehension of the bank sector in adopting the cloud computing technology. In addition, the bank sector must also consider factors that can drive the adoption of cloud computing as well as opportunities and losses if this technology is rejected.</p>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Cloud computing</kwd>
<kwd>influential factors</kwd>
<kwd>attitude towards adoption</kwd>
<kwd>Saudi bank sector</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>Cloud computing is an important innovation in the technological field that offers a distinctive way of delivering IT services to organisations and individuals [<xref ref-type="bibr" rid="ref-1">1</xref>]. This technological model can provide on-demand access to different computing services [<xref ref-type="bibr" rid="ref-2">2</xref>], plays an important role in organisations by reducing the cost of information technology services and allows users access to paid services anytime and anywhere [<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
<p>The term cloud computing was first used in 1997 and has been widely adopted in recent years [<xref ref-type="bibr" rid="ref-4">4</xref>]. Cloud computing is a paradigm shift for IT infrastructures and businesses [<xref ref-type="bibr" rid="ref-5">5</xref>&#x2013;<xref ref-type="bibr" rid="ref-7">7</xref>] that has become an influential driver of technological and economic change in countries worldwide.</p>
<p>Several large and small organisations are reformulating their information technology strategies to embrace cloud computing. Organisations must consider the strategic importance of benefits, such as computational agility and scalability, provided by cloud computing [<xref ref-type="bibr" rid="ref-8">8</xref>&#x2013;<xref ref-type="bibr" rid="ref-10">10</xref>].</p>
<p>Cloud computing nearly changed all systems in varying industries, including the banking sector. The banking sector can reap many benefits [<xref ref-type="bibr" rid="ref-11">11</xref>], such as the efficient use of resources [<xref ref-type="bibr" rid="ref-12">12</xref>] and achieving competitive advantage, with the adoption of cloud computing. [<xref ref-type="bibr" rid="ref-11">11</xref>]</p>
<p>Despite the many advantages of using cloud computing, the level of adoption differs for each country due to several challenges and threats associated with this technology [<xref ref-type="bibr" rid="ref-13">13</xref>&#x2013;<xref ref-type="bibr" rid="ref-15">15</xref>]. Studies have indicated that some organisations are hesitant in adopting cloud computing [<xref ref-type="bibr" rid="ref-16">16</xref>,<xref ref-type="bibr" rid="ref-17">17</xref>]. Thus, organisations must consider benefits, risks and effects of cloud computing before making the decision to adopt this technology.</p>
<p>Saudi Arabia launched the National Transformation Programme 2020, which involves digital transformation, to build institutional capabilities required in accomplishing Vision 2030. Cloud computing is a key pillar of the digital transformation technology ecosystem [<xref ref-type="bibr" rid="ref-18">18</xref>] that encourages organisations to adapt to new technology strategies and offers additional choices on how to run their infrastructure, save costs and delegate liabilities [<xref ref-type="bibr" rid="ref-19">19</xref>,<xref ref-type="bibr" rid="ref-20">20</xref>]</p>
<p>The adoption of cloud computing in Saudi Arabia is still in its initial phase and the transformation from traditional technology to cloud computing faces many important challenges [<xref ref-type="bibr" rid="ref-21">21</xref>], such as security and privacy issues [<xref ref-type="bibr" rid="ref-6">6</xref>].</p>
<p>The Saudi bank sector may benefit from cloud computing due to its IT-heavy nature and on-going digitalisation changes [<xref ref-type="bibr" rid="ref-11">11</xref>]. Thus, this study aims to investigate factors that affect the attitude of the Saudi banking sector towards adopting cloud computing.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Research Problem</title>
<p>Although with the many benefits from using cloud computing, cloud computing in developing countries is still in its initial stages [<xref ref-type="bibr" rid="ref-22">22</xref>,<xref ref-type="bibr" rid="ref-23">23</xref>]. The bank sector in Saudi Arabia still hesitates to adopt cloud computing for many concerns. Studies on cloud computing adoption, particularly in the Saudi bank sector, are limited. Therefore, investigating factors that positively or negatively affect the attitude of the Saudi bank sector towards the adoption of cloud computing is necessary. The following research questions were formulated on the basis of this problem:<list list-type="bullet"><list-item>
<p>What factors can positively influence the attitude of the Saudi bank sector towards adopting cloud computing?</p></list-item><list-item>
<p>What factors can negatively influence the attitude of the Saudi bank sector towards adopting cloud computing?</p></list-item></list></p>
</sec>
<sec id="s3">
<label>3</label>
<title>Literature Review</title>
<p>Information technology can be a powerful tool in improving organisational performance and gaining competitive advantage [<xref ref-type="bibr" rid="ref-24">24</xref>]. Cloud computing is a new technological trend that has revolutionised the use of information technology [<xref ref-type="bibr" rid="ref-1">1</xref>].</p>
<p>Several definitions of the term cloud computing can be found in the literature. National Institute of Standards and Technology (NIST) defined cloud computing as &#x2018;a model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction&#x2019; [<xref ref-type="bibr" rid="ref-25">25</xref>].</p>
<p>NIST also explained the ways for providing cloud computing in the following deployment models:<list list-type="order"><list-item>
<p>Private cloud - A unique cloud designed particularly for a specific organisation.</p></list-item><list-item>
<p>Public cloud - Common type offered to the general public via the Internet.</p></list-item><list-item>
<p>Community cloud - Organisations with common goals and assignments share the same cloud.</p></list-item><list-item>
<p>Hybrid cloud - Organisation can combine public, private or community clouds. [<xref ref-type="bibr" rid="ref-25">25</xref>]</p></list-item></list></p>
<p>Five characteristics are required for a resource to be considered a cloud service, namely, resource pooling, on-demand self-service, measured service, broad network access and rapid elasticity. Software as a service (SaaS), platform as a service (PaaS) and infrastructure as a service (IaaS) are three versions of cloud service models [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-26">26</xref>].</p>
<p>Cloud computing is a paradigm that changes the way how hardware and software resources are used and managed and offers resources and capabilities as a service to customers through the Internet [<xref ref-type="bibr" rid="ref-27">27</xref>,<xref ref-type="bibr" rid="ref-28">28</xref>]. On-demand services are provided whilst performing operations that meet the unstable needs of the business [<xref ref-type="bibr" rid="ref-28">28</xref>]. The use of cloud computing can reduce the time and effort of applications and service maintenance and development of organisations [<xref ref-type="bibr" rid="ref-29">29</xref>&#x2013;<xref ref-type="bibr" rid="ref-32">32</xref>]. Cloud computing has revolutionised numerous industries for several years [<xref ref-type="bibr" rid="ref-27">27</xref>] and changed information sharing and storage behaviour [<xref ref-type="bibr" rid="ref-32">32</xref>].</p>
<p>Many organisations still struggle with the successful adoption of cloud computing due to limited studies focusing on this technology [<xref ref-type="bibr" rid="ref-32">32</xref>,<xref ref-type="bibr" rid="ref-33">33</xref>].</p>
<sec id="s3_1">
<label>3.1</label>
<title>Cloud Computing in the Banking Sector</title>
<p>The banking sector can be supported by acceptable cloud computing models that can be managed appropriately [<xref ref-type="bibr" rid="ref-34">34</xref>]. Financial institutions, such banks, can utilise cloud computing capabilities and features [<xref ref-type="bibr" rid="ref-28">28</xref>]. Cloud computing is a new trend that provides a novel way of managing different information systems, such as those used in the banking sector [<xref ref-type="bibr" rid="ref-35">35</xref>].</p>
<p>The banking sector operates in a highly competitive environment [<xref ref-type="bibr" rid="ref-11">11</xref>], and many banks typically incur high technology costs when their services change and they invest in technology to maintain competitiveness [<xref ref-type="bibr" rid="ref-36">36</xref>]. Therefore, cloud computing can motivate the banking industry to upgrade its system because the adoption of this technology allows the efficient on-demand access and upgrade of their hardware and software resources [<xref ref-type="bibr" rid="ref-36">36</xref>,<xref ref-type="bibr" rid="ref-37">37</xref>].</p>
<p>Cloud computing helps the bank sector enhance their performance [<xref ref-type="bibr" rid="ref-11">11</xref>] by completely changing their services and increasing the efficiency of the banking system [<xref ref-type="bibr" rid="ref-28">28</xref>]. Banks can benefit from the implementation of cloud computing [<xref ref-type="bibr" rid="ref-38">38</xref>] by responding to customer demands, interconnecting global financial systems and addressing economic uncertainties [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-12">12</xref>]. Despite the many benefits of cloud computing, the banking sector may face a number of key challenges, such as security and data location, which must be addressed before the adoption of this technology. [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-34">34</xref>,<xref ref-type="bibr" rid="ref-38">38</xref>]</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Influential Factors of Cloud Computing Adoption</title>
<p>The emergence of cloud computing creates opportunities for many organisations to utilise cutting-edge information technologies [<xref ref-type="bibr" rid="ref-39">39</xref>]. The bank sector may adopt cloud computing to create a flexible banking environment that can respond rapidly to new business requirements and save costs because customers only need to pay for the functional consumption of services they use [<xref ref-type="bibr" rid="ref-24">24</xref>,<xref ref-type="bibr" rid="ref-40">40</xref>].</p>
<p>However, most studies have identified many issues, which become major hindrances in the adoption of cloud computing [<xref ref-type="bibr" rid="ref-24">24</xref>,<xref ref-type="bibr" rid="ref-29">29</xref>,<xref ref-type="bibr" rid="ref-30">30</xref>,<xref ref-type="bibr" rid="ref-32">32</xref>,<xref ref-type="bibr" rid="ref-41">41</xref>]. Security and privacy are key causes of delay in the adoption of cloud computing in the banking sector [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-27">27</xref>].</p>
<p>Although many large banks have confidently adopted the cloud technology, others are wary and have decided to wait until some challenges are solved [<xref ref-type="bibr" rid="ref-24">24</xref>]. Therefore, addressing different factors and critical issues related to the adoption of cloud computing is important [<xref ref-type="bibr" rid="ref-11">11</xref>].</p>
<p>Many studies have indicated factors that negatively or positively influence the adoption of cloud computing in many industries, including the banking sector. <xref ref-type="table" rid="table-1">Tab. 1</xref> showing four factors that frequently have been indicated, by previous studies and were emphasized by consulting some experts in the banking sectors, as factors that may affect adopting cloud computing positively or negatively. We classified these factors as hindering and driver factors of cloud computing adoption according to their positive or negative influence.</p>
<table-wrap id="table-1">
<label>Table 1</label>
<caption>
<title>Factors affection adoption of cloud computing</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr><th style="background:#BFBFBF;">Category</th><th style="background:#BFBFBF;">Factors</th><th style="background:#BFBFBF;">Authors</th>
</tr>
</thead>
<tbody>
<tr>
<td style="background:#BFBFBF;" rowspan="2">Hindering Factors</td>
<td>Security</td>
<td>[<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-5">5</xref>,<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-23">23</xref>,<xref ref-type="bibr" rid="ref-24">24</xref>,<xref ref-type="bibr" rid="ref-28">28</xref>,<xref ref-type="bibr" rid="ref-42">42</xref>&#x2013;<xref ref-type="bibr" rid="ref-59">59</xref>]</td>
</tr>
<tr>
<td>Privacy</td>
<td>[<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-23">23</xref>,<xref ref-type="bibr" rid="ref-42">42</xref>&#x2013;<xref ref-type="bibr" rid="ref-49">49</xref>,<xref ref-type="bibr" rid="ref-51">51</xref>,<xref ref-type="bibr" rid="ref-52">52</xref>,<xref ref-type="bibr" rid="ref-57">57</xref>,<xref ref-type="bibr" rid="ref-60">60</xref>]</td>
</tr>
<tr>
<td style="background:#BFBFBF;" rowspan="2">Driver Factors</td>
<td>Benefits</td>
<td>[<xref ref-type="bibr" rid="ref-4">4</xref>,<xref ref-type="bibr" rid="ref-13">13</xref>,<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-16">16</xref>,<xref ref-type="bibr" rid="ref-23">23</xref>,<xref ref-type="bibr" rid="ref-46">46</xref>,<xref ref-type="bibr" rid="ref-48">48</xref>,<xref ref-type="bibr" rid="ref-54">54</xref>&#x2013;<xref ref-type="bibr" rid="ref-56">56</xref>,<xref ref-type="bibr" rid="ref-58">58</xref>,<xref ref-type="bibr" rid="ref-59">59</xref>,<xref ref-type="bibr" rid="ref-61">61</xref>&#x2013;<xref ref-type="bibr" rid="ref-70">70</xref>]</td>
</tr>
<tr>
<td>Competitive Pressure</td>
<td>[<xref ref-type="bibr" rid="ref-4">4</xref>,<xref ref-type="bibr" rid="ref-10">10</xref>,<xref ref-type="bibr" rid="ref-16">16</xref>,<xref ref-type="bibr" rid="ref-17">17</xref>,<xref ref-type="bibr" rid="ref-29">29</xref>,<xref ref-type="bibr" rid="ref-37">37</xref>,<xref ref-type="bibr" rid="ref-45">45</xref>,<xref ref-type="bibr" rid="ref-55">55</xref>,<xref ref-type="bibr" rid="ref-56">56</xref>,<xref ref-type="bibr" rid="ref-62">62</xref>,<xref ref-type="bibr" rid="ref-64">64</xref>,<xref ref-type="bibr" rid="ref-66">66</xref>,<xref ref-type="bibr" rid="ref-67">67</xref>,<xref ref-type="bibr" rid="ref-71">71</xref>]</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Research Model and Hypotheses</title>
<p>The model in this work is developed on the basis of factors extracted from previous studies. These factors are divided into two fundamental categories, as shown in <xref ref-type="table" rid="table-1">Tab. 1</xref>, to examine their effect on the attitude of the Saudi Arabian banking sector towards adopting the cloud computing technology. The proposed model is shown in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>.</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Research model</title>
</caption>
<graphic mimetype="image" mime-subtype="png" xlink:href="IASC_18170-fig-1.png"/>
</fig>
<sec id="s4_1">
<label>4.1</label>
<title>Hindering Factors</title>
<p><list list-type="bullet"><list-item>
<p><bold>Security</bold></p></list-item></list></p>
<p>Security is a problem that influences the global acceptance of cloud computing [<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-24">24</xref>]. The social infrastructure of the cloud poses a serious security problem that may hinder the adoption of this technology in many organisations [<xref ref-type="bibr" rid="ref-5">5</xref>]. Building a secure environment for services offered in cloud computing is the main drawback [<xref ref-type="bibr" rid="ref-14">14</xref>]. Particularly, banks hesitate because they cannot risk the danger of a security break [<xref ref-type="bibr" rid="ref-28">28</xref>].</p>
<p><bold>H1:</bold> The security factor will have a significant negative effect on the attitude of the Saudi bank sector towards adopting cloud computing.<list list-type="bullet"><list-item>
<p><bold>Privacy</bold></p></list-item></list></p>
<p>Privacy is the confidentiality of data and a major concern for users [<xref ref-type="bibr" rid="ref-3">3</xref>]. The incomplete control of information when stored and managed by a third party, such as a cloud computing environment, increases the risk of privacy in organisations [<xref ref-type="bibr" rid="ref-23">23</xref>]. Privacy concerns affect the decision of organisations to adopt the cloud [<xref ref-type="bibr" rid="ref-23">23</xref>].</p>
<p>Therefore, diverse security and privacy issues that continue to emerge may hinder the rapid adoption of cloud computing although this new computing paradigm has gained popularity in recent years [<xref ref-type="bibr" rid="ref-57">57</xref>]</p>
<p><bold>H2:</bold> The privacy factor will have a significant negative effect on the attitude of the Saudi bank sector towards adopting cloud computing.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Driver Factors</title>
<p><list list-type="bullet"><list-item>
<p><bold>Benefits</bold></p></list-item></list></p>
<p>Benefits of cloud computing increase its service market growth [<xref ref-type="bibr" rid="ref-13">13</xref>]. However, the knowledge level on benefits of cloud computing adoption is still low for different countries [<xref ref-type="bibr" rid="ref-68">68</xref>]. The adoption of cloud computing allows organisations to focus on their core business competencies [<xref ref-type="bibr" rid="ref-69">69</xref>] and improve the access of customers to advanced and efficient computing technology [<xref ref-type="bibr" rid="ref-13">13</xref>,<xref ref-type="bibr" rid="ref-70">70</xref>].</p>
<p>Many benefits can gain from adopting cloud computing [<xref ref-type="bibr" rid="ref-14">14</xref>], including the reduction of cost for the use of information technology services [<xref ref-type="bibr" rid="ref-23">23</xref>], fast completion of tasks and increased productivity and flexibility in organisations [<xref ref-type="bibr" rid="ref-8">8</xref>], can drive organisations to adopt cloud computing. Therefore, the perceived benefits of this new technology will positively affect an organisation&#x2019;s intention to adopt cloud computing [<xref ref-type="bibr" rid="ref-23">23</xref>].</p>
<p><bold>H3:</bold> The benefit factor will have a significant positive effect on the attitude of the Saudi bank sector towards adopting cloud computing.<list list-type="bullet"><list-item>
<p><bold>Competitive pressure</bold></p></list-item></list></p>
<p>Organisations consider competition a significant factor in adopting IT innovations [<xref ref-type="bibr" rid="ref-17">17</xref>,<xref ref-type="bibr" rid="ref-29">29</xref>] and aim to adopt up-to-date technologies to increase their market share, reduce cost and improve service delivery [<xref ref-type="bibr" rid="ref-29">29</xref>]. Therefore, organisations may outsource their IT infrastructure to address competitive pressures [<xref ref-type="bibr" rid="ref-17">17</xref>].</p>
<p>Competitive pressure is related to the level of competitiveness of an organisation in its external environment [<xref ref-type="bibr" rid="ref-37">37</xref>]. The adoption of cloud computing becomes an important strategy to compete in the market under competitive pressure [<xref ref-type="bibr" rid="ref-10">10</xref>], and organisations can benefit from countless operational efficiencies [<xref ref-type="bibr" rid="ref-64">64</xref>]. Competitive pressure is considered an important driver for technology adoption [<xref ref-type="bibr" rid="ref-55">55</xref>,<xref ref-type="bibr" rid="ref-62">62</xref>].</p>
<p><bold>H4:</bold> The competitive pressure factor will have a significant positive effect on the attitude of the Saudi bank sector towards adopting cloud computing.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Research Methodology</title>
<p>This study aims to investigate factors that influence the attitude of the Saudi Arabian bank sector towards adopting cloud computing with a quantitative method. A questionnaire and convenience sample were used to gather data from respondents. The convenience sample is an approach that acquires easily accessed samples from respondents who are willing to participate [<xref ref-type="bibr" rid="ref-72">72</xref>]. The questionnaire was organised to obtain the respondent profile and use hindrance and driver factors as independent factors and attitude towards adopting cloud computing as the dependent factor. All independent and dependent variables were measured using a five-point Likert scale (1&#x003D; strongly disagree, 2 &#x003D; disagree, 3 &#x003D; somewhat, 4 &#x003D; agree and 5 &#x003D; strongly agree). Objectives of the study were clearly explained to respondents using an information sheet at the beginning of the questionnaire. The SPSS tool was used to analyse data gathered from respondents.</p>
<p>Cronbach&#x2019;s alpha was used to measure the reliability of this study. The questionnaire demonstrated an acceptable Cronbach&#x2019;s alpha coefficient of over 0.75.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Results and Discussion</title>
<sec id="s6_1">
<label>6.1</label>
<title>Respondent Profile</title>
<table-wrap id="table-2">
<label>Table 2</label>
<caption>
<title>Descriptive statistics of demographic factors</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th>Demographic factors</th>
<th>Frequency</th>
<th>%</th>
</tr>
</thead>
<tbody>
<tr>
<td><bold><italic>Gender</italic></bold></td>
<td></td>
<td></td>
</tr>
<tr>
<td>Male</td>
<td>47</td>
<td>78.3%</td>
</tr>
<tr>
<td>Female</td>
<td>13</td>
<td>21.7%</td>
</tr>
<tr>
<td><bold><italic>Age</italic></bold></td>
<td></td>
<td></td>
</tr>
<tr>
<td>24 or less</td>
<td>2</td>
<td>3.3%</td>
</tr>
<tr>
<td>25 to 35</td>
<td>37</td>
<td>61.7%</td>
</tr>
<tr>
<td>36 to 50</td>
<td>20</td>
<td>33.3%</td>
</tr>
<tr>
<td>Above 50</td>
<td>1</td>
<td>1.7%</td>
</tr>
<tr>
<td><bold><italic>Qualification</italic></bold></td>
<td></td>
<td></td>
</tr>
<tr>
<td>Diploma</td>
<td>12</td>
<td>20%</td>
</tr>
<tr>
<td>Bachelor</td>
<td>35</td>
<td>58.3%</td>
</tr>
<tr>
<td>Master</td>
<td>9</td>
<td>15%</td>
</tr>
<tr>
<td>Doctorate</td>
<td>4</td>
<td>6.7%</td>
</tr>
<tr>
<td><bold><italic>Years of experience</italic></bold></td>
<td></td>
<td></td>
</tr>
<tr>
<td>5 years or less</td>
<td>28</td>
<td>46.7%</td>
</tr>
<tr>
<td>6 and above</td>
<td>32</td>
<td>53.3%</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Sixty valid surveys were obtained from a sample size of 75. Approximately 78% and 22% of respondents were male and female, respectively. Nearly 62% of respondents were between 25 and 35 years of age. Around 58% and 53% of respondents held a bachelor&#x2019;s degree and had at least 6 years of work experience. The demographic statistics of respondents is presented in <xref ref-type="table" rid="table-2">Tab. 2</xref>.</p>
</sec>
<sec id="s6_2">
<label>6.2</label>
<title>Analysis of the Effect of Factors.</title>
<table-wrap id="table-3">
<label>Table 3</label>
<caption>
<title>Results of the analysis of the effect of research factors</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr><th style="background:#A6A6A6;" colspan="2">Factors</th><th style="background:#A6A6A6;">Items</th><th style="background:#A6A6A6;">Strongly Agree<break/> (%)</th><th style="background:#A6A6A6;">Agree<break/>(%)</th><th style="background:#A6A6A6;">Somewhat<break/>(%)</th><th style="background:#A6A6A6;">Disagree<break/>(%)</th><th style="background:#A6A6A6;">Strongly Disagree (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td style="background:#A6A6A6;" rowspan="8">Hindering Factors</td>
<td style="background:#A6A6A6;" rowspan="4">Security</td>
<td>Security of data is a serious challenge that banks will face when adopting the cloud computing technology.</td>
<td>80</td>
<td>16.7</td>
<td>3.3</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>Knowing how bank data are protected in the cloud computing environment is necessary.</td>
<td>86.7</td>
<td>11.7</td>
<td>1.7</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>Cloud computing is not a secure place for bank data.</td>
<td>58.3</td>
<td>25</td>
<td>11.7</td>
<td>5</td>
<td>0</td>
</tr>
<tr>
<td>The adoption of cloud computing technology in the bank will decrease the protection of bank data.</td>
<td>68.3</td>
<td>21.7</td>
<td>6.7</td>
<td>3.3</td>
<td>0</td>
</tr>
<tr>
<td style="background:#A6A6A6;" rowspan="4">Privacy</td>
<td>Using cloud computing threatens the privacy of bank customer data.</td>
<td>35</td>
<td>11.7</td>
<td>16.7</td>
<td>30</td>
<td>6.7</td>
</tr>
<tr>
<td>Using cloud computing will reduce bank data access control.</td>
<td>31.7</td>
<td>20</td>
<td>28.3</td>
<td>15</td>
<td>5</td>
</tr>
<tr>
<td>Bank customers will be worried about unauthorised access to data in the cloud.</td>
<td>33.3</td>
<td>13.3</td>
<td>30</td>
<td>16.7</td>
<td>6.7</td>
</tr>
<tr>
<td>The privacy of bank customer data is a serious concern when bank data are transferred to cloud computing.</td>
<td>33.3</td>
<td>20</td>
<td>31.7</td>
<td>13.3</td>
<td>1.7</td>
</tr>
<tr>
<td style="background:#A6A6A6;" rowspan="9">Driver Factors</td>
<td style="background:#A6A6A6;" rowspan="5">Benefits</td>
<td>The adoption of cloud computing technology will improve the performance of bank processes.</td>
<td>56.7</td>
<td>26.7</td>
<td>15</td>
<td>1.7</td>
<td>0</td>
</tr>
<tr>
<td>Cloud computing improves the efficiency in accessing bank services anywhere and anytime.</td>
<td>58.3</td>
<td>31.7</td>
<td>10</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>Cloud computing technology is an attractive economic option for the bank sector.</td>
<td>66.7</td>
<td>30</td>
<td>3.3</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>The adoption of cloud computing will increase the efficiency and quality of services provided by the bank.</td>
<td>61.7</td>
<td>26.7</td>
<td>11.7</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>Using cloud computing technology reduces bank operation costs.</td>
<td>61.7</td>
<td>31.7</td>
<td>3.3</td>
<td>1.7</td>
<td>1.7</td>
</tr>
<tr>
<td style="background:#A6A6A6;" rowspan="4">Competitive Pressure</td>
<td>The management team of the bank thinks that the adoption of cloud computing will have a positive influence on their competitiveness.</td>
<td>55</td>
<td>35</td>
<td>10</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>The bank faces competitive pressure to adopt cloud computing.</td>
<td>45</td>
<td>40</td>
<td>15</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>Some of the bank&#x2019;s competitors have started using the cloud computing technology.</td>
<td>41</td>
<td>38.3</td>
<td>20</td>
<td>0</td>
<td>0</td>
</tr>
<tr>
<td>The bank may lose some of its customers if it rejects the adoption of cloud computing.</td>
<td>41.7</td>
<td>23.3</td>
<td>18.3</td>
<td>15</td>
<td>1.7</td>
</tr>
</tbody>
</table>
</table-wrap>
<p><bold>Security</bold></p>
<p>The respondent results related to security factors are presented in <xref ref-type="table" rid="table-3">Tab. 3</xref>. The overall respondent consensus (87% to 95% agree with the four questions on the security factor) indicated that security is a problem that causes worry in the bank adoption of cloud computing. These results are consistent with the findings of previous studies which indicated that the security is a problem and remains a challenge for organizations that adopt cloud computing [<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-5">5</xref>]. Security issue is a challenge that banks must address in adopting cloud computing because banks aim to avoid the danger of a security break [<xref ref-type="bibr" rid="ref-24">24</xref>,<xref ref-type="bibr" rid="ref-28">28</xref>]. This finding supports <bold>H1</bold>.</p>
<p><bold>Privacy</bold></p>
<p>Four questions related to the privacy factor are shown in <xref ref-type="table" rid="table-3">Tab. 3</xref>. The respondent results related to these questions demonstrated that 46.6% to 53.3% of respondents have fears concerning privacy when cloud computing is adopted with a percentage between, whilst 16.7% to 31.7% were unsure and 14% to 37% disagree. More than 50% of respondents worried about privacy. This finding is consistent with the results of a previous study, which indicated that privacy is a key concern because users cannot have full control of information stored in the cloud computing environment [<xref ref-type="bibr" rid="ref-3">3</xref>]. The significant effect of privacy on the decision of organisations in adopting the cloud is a hindrance [<xref ref-type="bibr" rid="ref-23">23</xref>,<xref ref-type="bibr" rid="ref-57">57</xref>]. This finding supports <bold>H2</bold>.</p>
<p><bold>Benefits</bold></p>
<p>Five questions on the benefit factor are shown in <xref ref-type="table" rid="table-3">Tab. 3</xref>. Approximately 83.4% to 96% of respondents to these questions agreed to the benefits of using cloud computing, whilst 3.3% to 15% were unsure and 1.7% to 3.4% disagreed. These results were consistent with those of previous studies such that many benefits can be gained from adopting cloud computing [<xref ref-type="bibr" rid="ref-14">14</xref>]. Cloud computing can help organisations accomplish tasks rapidly, reduce costs and increase productivity and flexibility [<xref ref-type="bibr" rid="ref-8">8</xref>]. Organisations tend to adopt a new technology due to its perceived benefits [<xref ref-type="bibr" rid="ref-23">23</xref>]. Therefore, the perception of benefits will likely exert a positive effect on an organisation&#x2019;s intention to adopt cloud computing. This finding supports <bold>H3</bold>.</p>
<p><bold>Competitive pressure</bold></p>
<p>Four questions on competitive pressure are listed in <xref ref-type="table" rid="table-3">Tab. 3</xref>. Around 65% to 90% of respondents agree to the importance of competition pressure, whilst 10% to 18.3% are unsure and 0% to 16.7% disagree. These findings are consistent with the results of a previous study, which emphasised the importance of competition pressure as a driver of cloud computing adoption (34). The adoption of cloud computing under competitive pressure becomes an important strategy in maintaining competitiveness in the market [<xref ref-type="bibr" rid="ref-10">10</xref>], and organisations can benefit from the improved efficiency in operational processes [<xref ref-type="bibr" rid="ref-64">64</xref>]. Hence, competitive pressure is an important driver for technology adoption [<xref ref-type="bibr" rid="ref-55">55</xref>,<xref ref-type="bibr" rid="ref-62">62</xref>]. This finding supports <bold>H3</bold>.</p>
</sec>
<sec id="s6_3">
<label>6.3</label>
<title>Results of Model Variables</title>
<p>The questionnaire was utilised to confirm which factors affect the attitude of the Saudi bank sector towards adopting cloud computing. SPSS software was applied to analyse data collected from respondents. The results of the one-sample t-test are shown in <xref ref-type="table" rid="table-4">Tab. 4</xref>.</p>
<table-wrap id="table-4">
<label>Table 4</label>
<caption>
<title>Results of the one-sample t-test</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr><th style="background:#D9D9D9;"><italic>Categories</italic></th><th style="background:#D9D9D9;">Factors</th><th style="background:#D9D9D9;">p-value</th><th style="background:#D9D9D9;">Result</th>
</tr>
</thead>
<tbody>
<tr>
<td style="background:#D9D9D9;" rowspan="2">Hindering Factors</td>
<td>Security</td>
<td>&#x003C;0.001</td>
<td>Statistically<break/>significant</td>
</tr>
<tr>
<td>Privacy</td>
<td>&#x003C;0.001</td>
<td>Statistically<break/>significant</td>
</tr>
<tr>
<td style="background:#D9D9D9;" rowspan="2">Driver Factors</td>
<td>Benefits</td>
<td>&#x003C;0.001</td>
<td>Statistically<break/>significant</td>
</tr>
<tr>
<td>Competitive pressure</td>
<td>&#x003C;0.001</td>
<td>Statistically<break/>significant</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s7">
<label>7</label>
<title>Conclusion</title>
<p>Cloud computing is a new and advanced technology service that continuously evolves and demonstrates many potential benefits, but serious issues still persist. The banking sector may still be unable to benefit from the cloud computing technology due to such issues. A model was developed in this study to investigate influential factors that may drive or hinder the attitude of the Saudi bank sector towards adopting cloud computing. The results indicated that security and privacy are factors that may hinder whilst benefits and competition pressure are factors that may drive the attitude of the Saudi bank sector towards the adoption of cloud computing. Hence, the Saudi bank sector needs a clear understanding of these factors for the implementation of this technology to maintain competitiveness and gain competitive advantage as well as address security and privacy challenges by collaborating with service providers of this technology.</p>
</sec>
</body>
<back>
<ack>
<p>The authors would like to express their gratitude to the Ministry of Education and Deanship of Scientific Research of Najran University in the Kingdom of Saudi Arabia for their financial and technical support.</p>
</ack><fn-group>
<fn fn-type="other">
<p><bold>Funding Statement:</bold> This work is supported by the Deanship of Scientific Research of Najran University (Research Code No. NU/ESCI/17/107) in the Kingdom of Saudi Arabia.</p>
</fn>
<fn fn-type="conflict">
<p><bold>Conflict of Interest:</bold> All authors declare no conflicts of interest.</p>
</fn>
</fn-group>
<ref-list content-type="authoryear">
<title>References</title>
<ref id="ref-1">
<label>1</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M. A.</given-names> 
<surname>Al-Sharafi</surname></string-name>, <string-name>
<given-names>R. A.</given-names> 
<surname>Arshah</surname></string-name> and <string-name>
<given-names>E. A.</given-names> 
<surname>Abu-Shanab</surname></string-name>
</person-group>, &#x201C;
<article-title>Factors affecting the continuous use of cloud computing services from expert&#x0027;s perspective</article-title>,&#x201D; 
<source>- 2017 IEEE Region 10 Conf., Penang</source>, <publisher-loc>Malaysia</publisher-loc>, pp. <fpage>986</fpage>&#x2013;<lpage>991</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-2">
<label>2</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P.</given-names> 
<surname>Priyadarshinee</surname></string-name>, <string-name>
<given-names>R. D.</given-names> 
<surname>Raut</surname></string-name>, <string-name>
<given-names>M. K.</given-names> 
<surname>Jha</surname></string-name> and <string-name>
<given-names>B.</given-names> 
<surname>Gardas</surname></string-name>
</person-group>, &#x201C;
<article-title>Understanding and predicting the determinants of cloud computing adoption: A two staged hybrid SEM - Neural networks approach</article-title>,&#x201D; 
<source>Computers in Human Behavior</source>, vol. 
<volume>76</volume>, no. 
<issue>1</issue>, pp. 
<fpage>341</fpage>&#x2013;
<lpage>362</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-3">
<label>3</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Alassafi</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Alharthi</surname></string-name>, <string-name>
<given-names>R.</given-names> 
<surname>Walters</surname></string-name> and <string-name>
<given-names>G.</given-names> 
<surname>Wills</surname></string-name>
</person-group>, &#x201C;
<article-title>A framework for critical security factors that influence the decision of cloud adoption by Saudi government agencies</article-title>,&#x201D; 
<source>Telematics and Informatics</source>, vol. 
<volume>34</volume>, no. 
<issue>7</issue>, pp. 
<fpage>996</fpage>&#x2013;
<lpage>1010</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-4">
<label>4</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Lin</surname></string-name> and <string-name>
<given-names>N.C.</given-names> 
<surname>Chen</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing as an innovation: Perception, attitude, and adoption</article-title>,&#x201D; 
<source>International Journal of Information Management</source>, vol. 
<volume>32</volume>, no. 
<issue>6</issue>, pp. 
<fpage>533</fpage>&#x2013;
<lpage>540</lpage>, 
<year>2012</year>.</mixed-citation>
</ref>
<ref id="ref-5">
<label>5</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>V. A.</given-names> 
<surname>Nasir</surname></string-name> and <string-name>
<given-names>M.</given-names> 
<surname>Bayramusta</surname></string-name>
</person-group>, &#x201C;
<article-title>A fad or future of IT? A comprehensive literature review on the cloud computing research</article-title>,&#x201D; 
<source>International Journal of Information Management</source>, vol. 
<volume>36</volume>, no. 
<issue>4</issue>, pp. 
<fpage>635</fpage>&#x2013;
<lpage>644</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-6">
<label>6</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Dutta</surname></string-name>, <string-name>
<given-names>G. C. A.</given-names> 
<surname>Peng</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Choudhary</surname></string-name>
</person-group>, &#x201C;
<article-title>Risks in enterprise cloud computing: The perspective of it experts</article-title>,&#x201D; 
<source>Journal of Computer Information Systems</source>, vol. 
<volume>53</volume>, no. 
<issue>4</issue>, pp. 
<fpage>39</fpage>&#x2013;
<lpage>48</lpage>, 
<year>2015</year>.</mixed-citation>
</ref>
<ref id="ref-7">
<label>7</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Carcary</surname></string-name>, <string-name>
<given-names>E.</given-names> 
<surname>Doherty</surname></string-name>, <string-name>
<given-names>G.</given-names> 
<surname>Conway</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>McLaughlin</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing adoption readiness and benefit realization in Irish SMEs&#x2014;An exploratory study</article-title>,&#x201D; 
<source>Information Systems Management</source>, vol. 
<volume>31</volume>, no. 
<issue>4</issue>, pp. 
<fpage>313</fpage>&#x2013;
<lpage>327</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-8">
<label>8</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Armbrust</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Fox</surname></string-name>, <string-name>
<given-names>R.</given-names> 
<surname>Griffith</surname></string-name>, <string-name>
<given-names>A. D.</given-names> 
<surname>Joseph</surname></string-name>, <string-name>
<given-names>R.</given-names> 
<surname>Katz</surname></string-name> <etal>et al.</etal>
</person-group><italic>,</italic> &#x201C;
<article-title>A view of cloud computing</article-title>,&#x201D; 
<source>Communications of the ACM</source>, vol. 
<volume>53</volume>, no. 
<issue>4</issue>, pp. 
<fpage>50</fpage>&#x2013;
<lpage>58</lpage>, 
<year>2010</year>.</mixed-citation>
</ref>
<ref id="ref-9">
<label>9</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>G.</given-names> 
<surname>Garrison</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Kim</surname></string-name> and <string-name>
<given-names>R. L.</given-names> 
<surname>Wakefield</surname></string-name>
</person-group>, &#x201C;
<article-title>Success factors for deploying cloud computing</article-title>,&#x201D; 
<source>Communications of the ACM</source>, vol. 
<volume>55</volume>, no. 
<issue>9</issue>, pp. 
<fpage>62</fpage>&#x2013;
<lpage>68</lpage>, 
<year>2012</year>.</mixed-citation>
</ref>
<ref id="ref-10">
<label>10</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>R.</given-names> 
<surname>Buyya</surname></string-name>, <string-name>
<given-names>C. S.</given-names> 
<surname>Yeo</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Venugopal</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Broberg</surname></string-name> and <string-name>
<given-names>I.</given-names> 
<surname>Brandic</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility</article-title>,&#x201D; 
<source>Future Generation Computer Systems</source>, vol. 
<volume>25</volume>, no. 
<issue>6</issue>, pp. 
<fpage>599</fpage>&#x2013;
<lpage>616</lpage>, 
<year>2009</year>.</mixed-citation>
</ref>
<ref id="ref-11">
<label>11</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Singh</surname></string-name>, <string-name>
<given-names>K. S.</given-names> 
<surname>Tanwar</surname></string-name> and <string-name>
<given-names>V. M.</given-names> 
<surname>Srivastava</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing adoption challenges in the banking industry</article-title>,&#x201D; in <conf-name>2018 In. Conf. on Advances in Big Data, Computing and Data Communication Systems</conf-name>, 
<publisher-loc>Durban</publisher-loc>, 
<year>2018</year>. </mixed-citation>
</ref>
<ref id="ref-12">
<label>12</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Apostu</surname></string-name>, <string-name>
<given-names>E.</given-names> 
<surname>Rednic</surname></string-name> and <string-name>
<given-names>F.</given-names> 
<surname>Puican</surname></string-name>
</person-group>, &#x201C;
<article-title>Modeling cloud architecture in banking systems</article-title>,&#x201D; 
<source>Procedia Economics and Finance</source>, vol. 
<volume>3</volume>, pp. 
<fpage>543</fpage>&#x2013;
<lpage>548</lpage>, 
<year>2012</year>.</mixed-citation>
</ref>
<ref id="ref-13">
<label>13</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>K.</given-names> 
<surname>Vu</surname></string-name>, <string-name>
<given-names>K.</given-names> 
<surname>Hartley</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Kankanhalli</surname></string-name>
</person-group>, &#x201C;
<article-title>Predictors of cloud computing adoption: A cross-country study</article-title>,&#x201D; 
<source>Telematics and Informatics</source>, vol. 
<volume>52</volume>, pp. 1&#x2013;12, 
<year>2020</year>.</mixed-citation>
</ref>
<ref id="ref-14">
<label>14</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>Y.</given-names> 
<surname>Sinjilawi</surname></string-name>, <string-name>
<given-names>M.</given-names> 
<surname>Al-Nabhan</surname></string-name> and <string-name>
<given-names>E.</given-names> 
<surname>Abu-Shanab</surname></string-name>
</person-group>, &#x201C;
<article-title>Addressing security and privacy issues in cloud computing</article-title>,&#x201D; 
<source>Journal of Emerging Technologies in Web Intelligence"</source>, vol. 
<volume>6</volume>, no. 
<issue>2</issue>, pp. 
<fpage>192</fpage>&#x2013;
<lpage>199</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-15">
<label>15</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>G.</given-names> 
<surname>Rani</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Marimuthu</surname></string-name>
</person-group>, &#x201C;
<article-title>A study on cloud security issues and challenges</article-title>,&#x201D; 
<source>International Journal of Computer Technology &#x0026; Applications</source>, vol. 
<volume>3</volume>, no. 
<issue>1</issue>, pp. 
<fpage>344</fpage>&#x2013;
<lpage>347</lpage>, 
<year>2012</year>.</mixed-citation>
</ref>
<ref id="ref-16">
<label>16</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Abdollahzadehgan</surname></string-name>, <string-name>
<given-names>A. R. C.</given-names> 
<surname>Hussin</surname></string-name>, <string-name>
<given-names>M. M.</given-names> 
<surname>Gohary</surname></string-name> and <string-name>
<given-names>M.</given-names> 
<surname>Amini</surname></string-name>
</person-group>, &#x201C;
<article-title>The organizational critical success factors for adopting cloud computing in SMEs</article-title>,&#x201D; 
<source>Journal of Information Systems Research and Innovation</source>, vol. 
<volume>4</volume>, pp. 
<fpage>67</fpage>&#x2013;
<lpage>74</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-17">
<label>17</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Trigueros-Preciado</surname></string-name>, <string-name>
<given-names>D.</given-names> 
<surname>P&#x00E9;rez-Gonz&#x00E1;lez</surname></string-name> and <string-name>
<given-names>P.</given-names> 
<surname>Solana-Gonz&#x00E1;lez</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing in industrial SMEs: Identification of the barriers to its adoption and effects of its application</article-title>,&#x201D; 
<source>Electronic Markets</source>, vol. 
<volume>23</volume>, no. 
<issue>2</issue>, pp. 
<fpage>105</fpage>&#x2013;
<lpage>114</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-18">
<label>18</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>G.</given-names> 
<surname>Briscoe</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Marinos</surname></string-name>
</person-group>, &#x201C;
<article-title>Digital ecosystems in the clouds: Towards community cloud computing</article-title>,&#x201D; in <conf-name>3rd IEEE Int. Conf. on Digital Ecosystems and Technologies</conf-name>, 
<publisher-loc>Istanbul, Turkey</publisher-loc>, pp. 
<fpage>103</fpage>&#x2013;
<lpage>108</lpage>, 
<year>2009</year>. </mixed-citation>
</ref>
<ref id="ref-19">
<label>19</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>G.</given-names> 
<surname>Ramachandra</surname></string-name>, <string-name>
<given-names>M.</given-names> 
<surname>Iftikhar</surname></string-name> and <string-name>
<given-names>F.</given-names> 
<surname>Khan</surname></string-name>
</person-group>, &#x201C;
<article-title>A Comprehensive survey on security in cloud computing</article-title>,&#x201D; 
<source>Procedia Computer Science</source>, vol. 
<volume>110</volume>, no. 
<issue>4</issue>, pp. 
<fpage>465</fpage>&#x2013;
<lpage>472</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-20">
<label>20</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Al-Ruithe</surname></string-name>, <string-name>
<given-names>E.</given-names> 
<surname>Benkhelifa</surname></string-name> and <string-name>
<given-names>K.</given-names> 
<surname>Hameed</surname></string-name>
</person-group>, &#x201C;
<article-title>Key issues for embracing the cloud computing to adopt a digital transformation: A study of Saudi public sector</article-title>,&#x201D; 
<source>Procedia Computer Science</source>, vol. 
<volume>130</volume>, no. 
<issue>7</issue>, pp. 
<fpage>1037</fpage>&#x2013;
<lpage>1043</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-21">
<label>21</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>N.</given-names> 
<surname>Alkhater</surname></string-name>, <string-name>
<given-names>G.</given-names> 
<surname>Wills</surname></string-name> and <string-name>
<given-names>R.</given-names> 
<surname>Walters</surname></string-name>
</person-group>, &#x201C;
<article-title>Factors affecting an organization&#x0027;s decision to adopt cloud services in Saudi Arabia</article-title>,&#x201D; in <conf-name>3rd Int. Conf. on Future Internet of Things and Cloud</conf-name>, 
<publisher-loc>Rome</publisher-loc>, pp. 
<fpage>553</fpage>&#x2013;
<lpage>557</lpage>, 
<year>2015</year>. </mixed-citation>
</ref>
<ref id="ref-22">
<label>22</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>N.</given-names> 
<surname>Kshetri</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing in developing economies</article-title>,&#x201D; 
<source>IEEE Computer</source>, vol. 
<volume>43</volume>, no. 
<issue>10</issue>, pp. 
<fpage>47</fpage>&#x2013;
<lpage>55</lpage>, 
<year>2010</year>.</mixed-citation>
</ref>
<ref id="ref-23">
<label>23</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>N. Al</given-names> 
<surname>khater</surname></string-name>, <string-name>
<given-names>R.</given-names> 
<surname>Walters</surname></string-name> and <string-name>
<given-names>G.</given-names> 
<surname>Wills</surname></string-name>
</person-group>, &#x201C;
<article-title>An empirical study of factors influencing cloud adoption among private sector organisations</article-title>,&#x201D; 
<source>Telematics and Informatics</source>, vol. 
<volume>35</volume>, no. 
<issue>1</issue>, pp. 
<fpage>38</fpage>&#x2013;
<lpage>54</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-24">
<label>24</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Asadi</surname></string-name>, <string-name>
<given-names>M.</given-names> 
<surname>Nilashi</surname></string-name>, <string-name>
<given-names>A. R. C.</given-names> 
<surname>Husin</surname></string-name> and <string-name>
<given-names>E.</given-names> 
<surname>Yadegaridehkordi</surname></string-name>
</person-group>, &#x201C;
<article-title>Customers perspectives on adoption of cloud computing in banking sector</article-title>,&#x201D; 
<source>Information Technology and Management</source>, vol. 
<volume>18</volume>, no. 
<issue>4</issue>, pp. 
<fpage>305</fpage>&#x2013;
<lpage>330</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-25">
<label>25</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>K. E.</given-names> 
<surname>Ali</surname></string-name>, <string-name>
<given-names>S. A.</given-names> 
<surname>Mazen</surname></string-name> and <string-name>
<given-names>E. E.</given-names> 
<surname>Hassanein</surname></string-name>
</person-group>, &#x201C;
<article-title>A proposed hybrid model for adopting cloud computing in e-government</article-title>,&#x201D; 
<source>Future Computing and Informatics Journal</source>, vol. 
<volume>3</volume>, no. 
<issue>2</issue>, pp. 
<fpage>286</fpage>&#x2013;
<lpage>295</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-26">
<label>26</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Al-Masah</surname></string-name> and <string-name>
<given-names>A. M.</given-names> 
<surname>Al-Sharafi</surname></string-name>
</person-group>, &#x201C;
<article-title>Benefits of cloud computing for network infrastructure monitoring service</article-title>,&#x201D; 
<source>International Journal of Advances in Engineering &#x0026; Technology</source>, vol. 
<volume>5</volume>, no. 
<issue>2</issue>, pp. 
<fpage>46</fpage>&#x2013;
<lpage>51</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-27">
<label>27</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S. A.</given-names> 
<surname>Bello</surname></string-name>, <string-name>
<given-names>L. O.</given-names> 
<surname>Oyedele</surname></string-name>, <string-name>
<given-names>O. O.</given-names> 
<surname>Akinade</surname></string-name>, <string-name>
<given-names>M.</given-names> 
<surname>Bilal</surname></string-name>, <string-name>
<given-names>J. M. D.</given-names> 
<surname>Delgado</surname></string-name> <etal>et al.</etal>
</person-group><italic>,</italic> &#x201C;
<article-title>Cloud computing in construction industry: Use cases, benefits and challenges</article-title>,&#x201D; 
<source>Automation in Construction</source>, vol. 
<volume>122</volume>, pp. 1&#x2013;18, 
<year>2021</year>.</mixed-citation>
</ref>
<ref id="ref-28">
<label>28</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Bejju</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing for banking and investment services</article-title>,&#x201D; 
<source>Advances in Economics and Business Management</source>, vol. 
<volume>1</volume>, no. 
<issue>2</issue>, pp. 
<fpage>34</fpage>&#x2013;
<lpage>40</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-29">
<label>29</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Bhattacherjee</surname></string-name> and <string-name>
<given-names>S. C.</given-names> 
<surname>Park</surname></string-name>
</person-group>, &#x201C;
<article-title>Why end-users move to the cloud: A migration-theoretic analysis</article-title>,&#x201D; 
<source>European Journal of Information Systems</source>, vol. 
<volume>23</volume>, no. 
<issue>3</issue>, pp. 
<fpage>357</fpage>&#x2013;
<lpage>372</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-30">
<label>30</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>E.</given-names> 
<surname>Park</surname></string-name> and <string-name>
<given-names>K. J.</given-names> 
<surname>Kim</surname></string-name>
</person-group>, &#x201C;
<article-title>An integrated adoption model of mobile cloud services: Exploration of key determinants and extension of technology acceptance model</article-title>,&#x201D; 
<source>Telematics and Informatics</source>, vol. 
<volume>31</volume>, no. 
<issue>3</issue>, pp. 
<fpage>376</fpage>&#x2013;
<lpage>385</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-31">
<label>31</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>V.</given-names> 
<surname>Ratten</surname></string-name>
</person-group>, &#x201C;
<article-title>A US-China comparative study of cloud computing adoption behavior: The role of consumer innovativeness, performance expectations and social influence</article-title>,&#x201D; 
<source>Journal of Entrepreneurship in Emerging Economies</source>, vol. 
<volume>6</volume>, no. 
<issue>1</issue>, pp. 
<fpage>53</fpage>&#x2013;
<lpage>71</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-32">
<label>32</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>D.</given-names> 
<surname>Alsmadi</surname></string-name> and <string-name>
<given-names>V.</given-names> 
<surname>Prybutok</surname></string-name>
</person-group>, &#x201C;
<article-title>Sharing and storage behavior via cloud computing: Security and privacy in research and practice</article-title>,&#x201D; 
<source>Computers in Human Behavior</source>, vol. 
<volume>85</volume>, no. 
<issue>1</issue>, pp. 
<fpage>218</fpage>&#x2013;
<lpage>226</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-33">
<label>33</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>J.</given-names> 
<surname>Lansing</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Sunyaev</surname></string-name>
</person-group>, &#x201C;
<article-title>Trust in cloud computing: Conceptual typology and trust building antecedents</article-title>,&#x201D; 
<source>ACM SIGMIS - Database for Advances in Information Systems</source>, vol. 
<volume>47</volume>, no. 
<issue>2</issue>, pp. 
<fpage>58</fpage>&#x2013;
<lpage>96</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-34">
<label>34</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Modak</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Walke</surname></string-name>
</person-group>, &#x201C;
<article-title>Issues faced by banking sector in the world of cloud based computing to achieve high performance: A survey</article-title>,&#x201D; 
<source>International Journal of Advances in Computer Science and Cloud Computing</source>, vol. 
<volume>1</volume>, no. 
<issue>1</issue>, pp. 
<fpage>10</fpage>&#x2013;
<lpage>16</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-35">
<label>35</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>F. M.</given-names> 
<surname>Thabit</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Alhomdy</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>Jagtap</surname></string-name>
</person-group>, &#x201C;
<article-title>Toward a model for cloud computing banking in Yemen</article-title>,&#x201D; 
<source>International Journal of Research in Advanced Engineering and Technology</source>, vol. 
<volume>5</volume>, no. 
<issue>4</issue>, pp. 
<fpage>14</fpage>&#x2013;
<lpage>18</lpage>, 
<year>2019</year>.</mixed-citation>
</ref>
<ref id="ref-36">
<label>36</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Karthigainathan</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing for rural banking</article-title>,&#x201D; 
<source>International Journal of Engineering and Computer Science</source>, vol. 
<volume>5</volume>, no. 
<issue>9</issue>, pp. 
<fpage>17880</fpage>&#x2013;
<lpage>17884</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-37">
<label>37</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>K. Y.</given-names> 
<surname>Sunami</surname></string-name>
</person-group>, &#x201C;
<article-title>Ubiquitous banks: Cloud based design for core banking</article-title>,&#x201D; 
<source>International Journal of Advanced Research in Computer Science</source>, vol. 
<volume>8</volume>, no. 
<issue>2</issue>, pp. 
<fpage>77</fpage>&#x2013;
<lpage>79</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-38">
<label>38</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Rani</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Gangal</surname></string-name>
</person-group>, &#x201C;
<article-title>Security issues of banking adopting the application of cloud computing</article-title>,&#x201D; 
<source>International Journal of Information Technology and Knowledge Management</source>, vol. 
<volume>5</volume>, no. 
<issue>2</issue>, pp. 
<fpage>243</fpage>&#x2013;
<lpage>246</lpage>, 
<year>2012</year>.</mixed-citation>
</ref>
<ref id="ref-39">
<label>39</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Sharma</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Al-Badi</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Govindaluri</surname></string-name> and <string-name>
<given-names>M.</given-names> 
<surname>Al-Kharusi</surname></string-name>
</person-group>, &#x201C;
<article-title>Predicting motivators of cloud computing adoption: A developing country perspective</article-title>,&#x201D; 
<source>Computers in Human Behavior</source>, vol. 
<volume>62</volume>, no. 
<issue>2</issue>, pp. 
<fpage>61</fpage>&#x2013;
<lpage>69</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-40">
<label>40</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Patani</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Kadam</surname></string-name> and <string-name>
<given-names>P.</given-names> 
<surname>Jain</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing in the banking sector: A survey</article-title>,&#x201D; 
<source>International Journal of Advanced Research in Computer and Communication Engineering</source>, vol. 
<volume>3</volume>, no. 
<issue>2</issue>, pp. 
<fpage>5640</fpage>&#x2013;
<lpage>5643</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-41">
<label>41</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>I.</given-names> 
<surname>Arpaci</surname></string-name>, <string-name>
<given-names>K.</given-names> 
<surname>Kilicer</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>Bardakci</surname></string-name>
</person-group>, &#x201C;
<article-title>Effects of security and privacy concerns on educational use of cloud services</article-title>,&#x201D; 
<source>Computers in Human Behavior</source>, vol. 
<volume>45</volume>, no. 
<issue>2</issue>, pp. 
<fpage>93</fpage>&#x2013;
<lpage>98</lpage>, 
<year>2015</year>.</mixed-citation>
</ref>
<ref id="ref-42">
<label>42</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Paquette</surname></string-name>, <string-name>
<given-names>P.</given-names> 
<surname>Jaeger</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>Wilson</surname></string-name>
</person-group>, &#x201C;
<article-title> Identifying the security risks associated with governmental use of cloud computing</article-title>,&#x201D; 
<source>Government Information Quarterly</source>, vol. 
<volume>27</volume>, no. 
<issue>3</issue>, pp. 
<fpage>245</fpage>&#x2013;
<lpage>253</lpage>, 
<year>2010</year>.</mixed-citation>
</ref>
<ref id="ref-43">
<label>43</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Lacity</surname></string-name> and <string-name>
<given-names>P.</given-names> 
<surname>Reynolds</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud services practices for small and medium sized enterprises</article-title>,&#x201D; 
<source>MIS Quarterly Executive</source>, vol. 
<volume>13</volume>, no. 
<issue>1</issue>, pp. 
<fpage>31</fpage>&#x2013;
<lpage>44</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-44">
<label>44</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P.</given-names> 
<surname>Senyo</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Effah</surname></string-name> and <string-name>
<given-names>E.</given-names> 
<surname>Addae</surname></string-name>
</person-group>, &#x201C;
<article-title>Preliminary insight into cloud computing adoption in a developing country</article-title>,&#x201D; 
<source>Journal of Enterprise Information Management</source>, vol. 
<volume>29</volume>, no. 
<issue>4</issue>, pp. 
<fpage>505</fpage>&#x2013;
<lpage>524</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-45">
<label>45</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>J.</given-names> 
<surname>Lian</surname></string-name>, <string-name>
<given-names>D. C.</given-names> 
<surname>Yen</surname></string-name> and <string-name>
<given-names>Y.</given-names> 
<surname>Wang</surname></string-name>
</person-group>, &#x201C;
<article-title> An exploratory study to understand the critical factors affecting the decision to adopt cloud computing in Taiwan hospital</article-title>,&#x201D; 
<source>International Journal of Information Management</source>, vol. 
<volume>34</volume>, no. 
<issue>1</issue>, pp. 
<fpage>28</fpage>&#x2013;
<lpage>36</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-46">
<label>46</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P.</given-names> 
<surname>Gupta</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Seetharaman</surname></string-name> and <string-name>
<given-names>J. R.</given-names> 
<surname>Raj</surname></string-name>
</person-group>, &#x201C;
<article-title>The usage and adoption of cloud computing by small and medium businesses</article-title>,&#x201D; 
<source>International Journal of Information Management</source>, vol. 
<volume>33</volume>, no. 
<issue>5</issue>, pp. 
<fpage>861</fpage>&#x2013;
<lpage>874</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-47">
<label>47</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S. C.</given-names> 
<surname>Park</surname></string-name> and <string-name>
<given-names>S. Y.</given-names> 
<surname>Ryoo</surname></string-name>
</person-group>, &#x201C;
<article-title>An empirical investigation of end-users&#x2019; switching toward cloud computing: A two factor theory perspective</article-title>,&#x201D; 
<source>Computers in Human Behavior</source>, vol. 
<volume>29</volume>, no. 
<issue>1</issue>, pp. 
<fpage>160</fpage>&#x2013;
<lpage>170</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-48">
<label>48</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Nkhoma</surname></string-name> and <string-name>
<given-names>D.</given-names> 
<surname>Dang</surname></string-name>
</person-group>, &#x201C;
<article-title>Contributing factors of cloud computing adoption: A technology-organisation-environment framework approach</article-title>,&#x201D; 
<source>International Journal of Information Systems and Engineering</source>, vol. 
<volume>1</volume>, pp. <fpage>30</fpage>&#x2013;<lpage>41</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-49">
<label>49</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>M.</given-names> 
<surname>Singh</surname></string-name>, <string-name>
<given-names>K. S.</given-names> 
<surname>Tanwar</surname></string-name> and <string-name>
<given-names>V. M.</given-names> 
<surname>Srivastava</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing adoption challenges in the banking industry</article-title>,&#x201D; in <conf-name>Int. Conf. on Advances in Big Data, Computing and Data Communication Systems (icABCD)</conf-name>, 
<publisher-loc>Durban</publisher-loc>, pp. 
<fpage>1</fpage>&#x2013;
<lpage>5</lpage>, 
<year>2018</year>. </mixed-citation>
</ref>
<ref id="ref-50">
<label>50</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>P.</given-names> 
<surname>Rieger</surname></string-name>, <string-name>
<given-names>H.</given-names> 
<surname>Gewald</surname></string-name> and <string-name>
<given-names>B.</given-names> 
<surname>Schumacher</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud-Computing in banking influential factors, benefits and risks from a decision maker&#x0027;s perspective</article-title>,&#x201D; in <conf-name>Proc. of the Nineteenth Americas Conf. on Information Systems</conf-name>, 
<publisher-loc>Chicago, Illinois</publisher-loc>, pp. 
<fpage>1</fpage>&#x2013;
<lpage>12</lpage>, 
<year>2013, </year>
<comment>August 15-17.</comment></mixed-citation>
</ref>
<ref id="ref-51">
<label>51</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P.</given-names> 
<surname>Sun</surname></string-name>
</person-group>, &#x201C;
<article-title>Security and privacy protection in cloud computing: Discussions and challenges</article-title>,&#x201D; 
<source>Journal of Network and Computer Applications</source>, vol. 
<volume>160</volume>, no. 
<issue>2</issue>, pp. 
<fpage>102642</fpage>, 
<year>2020</year>.</mixed-citation>
</ref>
<ref id="ref-52">
<label>52</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Sahmim</surname></string-name> and <string-name>
<given-names>H.</given-names> 
<surname>Gharsellaoui</surname></string-name>
</person-group>, &#x201C;
<article-title>Privacy and security in internet-based computing: Cloud computing, internet of things, cloud of things: A review</article-title>,&#x201D; 
<source>Procedia Computer Science</source>, vol. 
<volume>112</volume>, pp. 
<fpage>1516</fpage>&#x2013;
<lpage>1522</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-53">
<label>53</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>E. O.</given-names> 
<surname>Yeboah-Boateng</surname></string-name> and <string-name>
<given-names>K. A.</given-names> 
<surname>Essandoh</surname></string-name>
</person-group>, &#x201C;
<article-title>Factors influencing the adoption of cloud computing by small and medium enterprises in developing economies</article-title>,&#x201D; 
<source>International Journal of Emerging Science and Engineering</source>, vol. 
<volume>2</volume>, no. 
<issue>4</issue>, pp. 
<fpage>13</fpage>&#x2013;
<lpage>20</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-54">
<label>54</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>L.</given-names> 
<surname>Morgan</surname></string-name> and <string-name>
<given-names>K.</given-names> 
<surname>Conboy</surname></string-name>
</person-group>, &#x201C;
<article-title>Key factors impacting cloud computing adoption</article-title>,&#x201D; 
<source>Computer</source>, vol. 
<volume>46</volume>, no. 
<issue>10</issue>, pp. 
<fpage>97</fpage>&#x2013;
<lpage>99</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-55">
<label>55</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>O.</given-names> 
<surname>Tiago</surname></string-name>, <string-name>
<given-names>T.</given-names> 
<surname>Manoj</surname></string-name> and <string-name>
<given-names>E.</given-names> 
<surname>Mariana</surname></string-name>
</person-group>, &#x201C;
<article-title>Assessing the determinants of cloud computing adoption: An analysis an analysis of the manufacturing and services sectors</article-title>,&#x201D; 
<source>Information &#x0026; Management</source>, vol. 
<volume>5</volume>, no. 
<issue>5</issue>, pp. 
<fpage>497</fpage>&#x2013;
<lpage>510</lpage>, 
<year>2014</year>.</mixed-citation>
</ref>
<ref id="ref-56">
<label>56</label><mixed-citation publication-type="conf-proc">
<person-group person-group-type="author"><string-name>
<given-names>H.</given-names> 
<surname>Al-Mascati</surname></string-name> and <string-name>
<given-names>A. H.</given-names> 
<surname>Al-Badi</surname></string-name>
</person-group>, &#x201C;
<article-title>Critical success factors affecting the adoption of cloud computing in oil and gas industry in Oman</article-title>,&#x201D; in <conf-name>3rd MEC Int. Conf. on Big Data and Smart City (ICBDSC)</conf-name>, 
<publisher-loc>Muscat</publisher-loc>, pp. 
<fpage>1</fpage>&#x2013;
<lpage>7</lpage>, 
<year>2016</year>, 
<comment>2016</comment></mixed-citation>
</ref>
<ref id="ref-57">
<label>57</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>Y.</given-names> 
<surname>Liu</surname></string-name>, <string-name>
<given-names>Y.</given-names> 
<surname>Sun</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Ryoo</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>Rizvi</surname></string-name>
</person-group>, &#x201C;
<article-title>A survey of security and privacy challenges in cloud computing: Solutions and future directions</article-title>,&#x201D; 
<source>Journal of Computing Science and Engineering</source>, vol. 
<volume>9</volume>, no. 
<issue>3</issue>, pp. 
<fpage>119</fpage>&#x2013;
<lpage>133</lpage>, 
<year>2015</year>.</mixed-citation>
</ref>
<ref id="ref-58">
<label>58</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Gutierrez</surname></string-name>, <string-name>
<given-names>E.</given-names> 
<surname>Boukrami</surname></string-name> and <string-name>
<given-names>R.</given-names> 
<surname>Lumsden</surname></string-name>
</person-group>, &#x201C;
<article-title>Technological, organisational and environmental factors influencing managers&#x2019; decision to adopt cloud computing in the UK</article-title>,&#x201D; 
<source>Journal of Enterprise Information Management</source>, vol. 
<volume>28</volume>, no. 
<issue>6</issue>, pp. 
<fpage>788</fpage>&#x2013;
<lpage>807</lpage>, 
<year>2015</year>.</mixed-citation>
</ref>
<ref id="ref-59">
<label>59</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>H.</given-names> 
<surname>Gangwar</surname></string-name>, <string-name>
<given-names>H.</given-names> 
<surname>Date</surname></string-name> and <string-name>
<given-names>R.</given-names> 
<surname>Ramaswamy</surname></string-name>
</person-group>, &#x201C;
<article-title>Understanding determinants of cloud computing adoption using an integrated TAM-TOE model</article-title>,&#x201D; 
<source>Journal of Enterprise Information Management</source>, vol. 
<volume>28</volume>, no. 
<issue>1</issue>, pp. 
<fpage>107</fpage>&#x2013;
<lpage>130</lpage>, 
<year>2015</year>.</mixed-citation>
</ref>
<ref id="ref-60">
<label>60</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Elzamly</surname></string-name>, <string-name>
<given-names>N.</given-names> 
<surname>Messabia</surname></string-name>, <string-name>
<given-names>M.</given-names> 
<surname>Doheir</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Mahmoud</surname></string-name>, <string-name>
<given-names>A. H.</given-names> 
<surname>Basari</surname></string-name> <etal>et al.</etal>
</person-group><italic>,</italic> &#x201C;
<article-title>Adoption of cloud computing model for managing e-banking system in banking organizations</article-title>,&#x201D; 
<source>International Journal of Advanced Science and Technology</source>, vol. 
<volume>28</volume>, no. 
<issue>1</issue>, pp. 
<fpage>318</fpage>&#x2013;
<lpage>326</lpage>, 
<year>2019</year>.</mixed-citation>
</ref>
<ref id="ref-61">
<label>61</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>Y.</given-names> 
<surname>Alshamaila</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Papagiannidis</surname></string-name> and <string-name>
<given-names>F.</given-names> 
<surname>Li</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing adoption by SMEs in the north east of England: A multi-perspective framework</article-title>,&#x201D; 
<source>Journal of Enterprise Information Management</source>, vol. 
<volume>26</volume>, no. 
<issue>3</issue>, pp. 
<fpage>250</fpage>&#x2013;
<lpage>275</lpage>, 
<year>2013</year>.</mixed-citation>
</ref>
<ref id="ref-62">
<label>62</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>C.</given-names> 
<surname>Low</surname></string-name>, <string-name>
<given-names>Y.</given-names> 
<surname>Chen</surname></string-name> and <string-name>
<given-names>M.</given-names> 
<surname>Wu</surname></string-name>
</person-group>, &#x201C;
<article-title>Understanding the determinants of cloud computing adoption</article-title>,&#x201D; 
<source>Industrial Management &#x0026; Data Systems</source>, vol. 
<volume>111</volume>, no. 
<issue>7</issue>, pp. 
<fpage>1006</fpage>&#x2013;
<lpage>1023</lpage>, 
<year>2011</year>.</mixed-citation>
</ref>
<ref id="ref-63">
<label>63</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Benlian</surname></string-name> and <string-name>
<given-names>T.</given-names> 
<surname>Hess</surname></string-name>
</person-group>, &#x201C;
<article-title>Opportunities and risks of software-as-a-service: Findings from a survey of IT executives</article-title>,&#x201D; 
<source>Decision Support Systems</source>, vol. 
<volume>52</volume>, no. 
<issue>1</issue>, pp. 
<fpage>232</fpage>&#x2013;
<lpage>246</lpage>, 
<year>2011</year>.</mixed-citation>
</ref>
<ref id="ref-64">
<label>64</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>Y.</given-names> 
<surname>Liu</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Dong</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Wei</surname></string-name> and <string-name>
<given-names>Y.</given-names> 
<surname>Tong</surname></string-name>
</person-group>, &#x201C;
<article-title>Assessing cloud computing value in firms through socio-technical determinants</article-title>,&#x201D; 
<source>Information &#x0026; Management</source>, vol. 
<volume>57</volume>, no. 
<issue>8</issue>, pp. <fpage>1</fpage>&#x2013;<lpage>17</lpage>, 
<year>2020</year>.</mixed-citation>
</ref>
<ref id="ref-65">
<label>65</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P. K.</given-names> 
<surname>Senyo</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Effah</surname></string-name> and <string-name>
<given-names>E.</given-names> 
<surname>Addae</surname></string-name>
</person-group>, &#x201C;
<article-title>Preliminary insight into cloud computing adoption in a developing country</article-title>,&#x201D; 
<source>Journal of Enterprise Information Management</source>, vol. 
<volume>29</volume>, no. 
<issue>4</issue>, pp. 
<fpage>505</fpage>&#x2013;
<lpage>524</lpage>, 
<year>2016</year>.</mixed-citation>
</ref>
<ref id="ref-66">
<label>66</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>K.</given-names> 
<surname>Njenga</surname></string-name>, <string-name>
<given-names>L.</given-names> 
<surname>Garg</surname></string-name>, <string-name>
<given-names>A.</given-names> 
<surname>Bhardwaj</surname></string-name>, <string-name>
<given-names>V.</given-names> 
<surname>Prakash</surname></string-name> and <string-name>
<given-names>S.</given-names> 
<surname>Bawa</surname></string-name>
</person-group>, &#x201C;
<article-title>The cloud computing adoption in higher learning institutions in Kenya: Hindering factors and recommendations for the way forward</article-title>,&#x201D; 
<source>Telematics and Informatics</source>, vol. 
<volume>38</volume>, no. 
<issue>292</issue>, pp. 
<fpage>225</fpage>&#x2013;
<lpage>246</lpage>, 
<year>2019</year>.</mixed-citation>
</ref>
<ref id="ref-67">
<label>67</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>Y.</given-names> 
<surname>Liang</surname></string-name>, <string-name>
<given-names>G.</given-names> 
<surname>Qi</surname></string-name>, <string-name>
<given-names>K.</given-names> 
<surname>Wei</surname></string-name> and <string-name>
<given-names>J.</given-names> 
<surname>Chen</surname></string-name>
</person-group>, &#x201C;
<article-title>Exploring the determinant and influence mechanism of e-Government cloud adoption in government agencies in China</article-title>,&#x201D; 
<source>Government Information Quarterly</source>, vol. 
<volume>34</volume>, no. 
<issue>3</issue>, pp. 
<fpage>481</fpage>&#x2013;
<lpage>495</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
<ref id="ref-68">
<label>68</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>P. K.</given-names> 
<surname>Senyo</surname></string-name>, <string-name>
<given-names>E.</given-names> 
<surname>Addae</surname></string-name> and <string-name>
<given-names>R.</given-names> 
<surname>Boateng</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing research: A review of research themes, frameworks, methods and future research directions</article-title>,&#x201D; 
<source>International Journal of Information Management</source>, vol. 
<volume>38</volume>, no. 
<issue>1</issue>, pp. 
<fpage>128</fpage>&#x2013;
<lpage>139</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-69">
<label>69</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>A.</given-names> 
<surname>Mitra</surname></string-name>, <string-name>
<given-names>N.</given-names> 
<surname>O&#x0027;Regan</surname></string-name> and <string-name>
<given-names>D.</given-names> 
<surname>Sarpong</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud resource adaptation: A resource based perspective on value creation for corporate growth</article-title>,&#x201D; 
<source>Technological Forecasting and Social Change</source>, vol. 
<volume>130</volume>, no. 
<issue>4</issue>, pp. 
<fpage>28</fpage>&#x2013;
<lpage>38</lpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-70">
<label>70</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Marston</surname></string-name>, <string-name>
<given-names>Z.</given-names> 
<surname>Li</surname></string-name>, <string-name>
<given-names>S.</given-names> 
<surname>Bandyopadhyay</surname></string-name>, <string-name>
<given-names>J.</given-names> 
<surname>Zhang</surname></string-name> and <string-name>
<given-names>A.</given-names> 
<surname>Ghalsasi</surname></string-name>
</person-group>, &#x201C;
<article-title>Cloud computing&#x2014;The business perspective</article-title>,&#x201D; 
<source>Decision Support Systems</source>, vol. 
<volume>51</volume>, no. 
<issue>1</issue>, pp. 
<fpage>176</fpage>&#x2013;
<lpage>189</lpage>, 
<year>2011</year>.</mixed-citation>
</ref>
<ref id="ref-71">
<label>71</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>S.</given-names> 
<surname>Yoo</surname></string-name> and <string-name>
<given-names>B.</given-names> 
<surname>Kim</surname></string-name>
</person-group>, &#x201C;
<article-title>A decision-making model for adopting a cloud computing system</article-title>,&#x201D; 
<source>Sustainability</source>, vol. 
<volume>10</volume>, no. 
<issue>8</issue>, pp. 
<fpage>2952</fpage>, 
<year>2018</year>.</mixed-citation>
</ref>
<ref id="ref-72">
<label>72</label><mixed-citation publication-type="journal">
<person-group person-group-type="author"><string-name>
<given-names>C.</given-names> 
<surname>Teddlie</surname></string-name> and <string-name>
<given-names>F.</given-names> 
<surname>Yu</surname></string-name>
</person-group>, &#x201C;
<article-title>Mixed methods sampling: A typology with examples</article-title>,&#x201D; 
<source>Journal of Mixed Methods Research</source>, vol. 
<volume>1</volume>, no. 
<issue>1</issue>, pp. 
<fpage>77</fpage>&#x2013;
<lpage>100</lpage>, 
<year>2017</year>.</mixed-citation>
</ref>
</ref-list>
</back>
</article>