<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "http://dtd.nlm.nih.gov/publishing/2.0/journalpublishing.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="2.0">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ResProt</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Res Protoc</journal-id>
      <journal-title>JMIR Research Protocols</journal-title>
      <issn pub-type="epub">1929-0748</issn>
      <publisher>
        <publisher-name>JMIR Publications Inc.</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v5i3e93</article-id>
      <article-id pub-id-type="pmid">27670696</article-id>
      <article-id pub-id-type="doi">10.2196/resprot.4348</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Design and Usability Evaluation of Social Mobile Diabetes Management System in the Gulf Region</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Eysenbach</surname>
            <given-names>Gunther</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Khaddaj</surname>
            <given-names>Souheil</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="author" id="contrib1" corresp="yes" equal-contrib="yes">
          <name name-style="western">
            <surname>Alanzi</surname>
            <given-names>Turki</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Health Information Management and Technology Department</institution>
            <institution>College of Applied Medical Sciences</institution>
            <institution>University of Dammam</institution>
            <addr-line>12345</addr-line>
            <addr-line>Dammam,</addr-line>
            <country>Saudi Arabia</country>
            <phone>966 133331211</phone>
            <fax>966 133331211</fax>
            <email>talanzi@uod.edu.sa</email>
          </address>
          <ext-link ext-link-type="orcid">http://orcid.org/0000-0001-6598-1274</ext-link>
        </contrib>
        <contrib contrib-type="author" id="contrib2" equal-contrib="yes">
          <name name-style="western">
            <surname>Istepanian</surname>
            <given-names>Robert</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-4012-8725</ext-link>
        </contrib>
        <contrib contrib-type="author" id="contrib3" equal-contrib="yes">
          <name name-style="western">
            <surname>Philip</surname>
            <given-names>Nada</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-4992-8059</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <sup>1</sup>
        <institution>Health Information Management and Technology Department</institution>
        <institution>College of Applied Medical Sciences</institution>
        <institution>University of Dammam</institution>
        <addr-line>Dammam</addr-line>
        <country>Saudi Arabia</country>
      </aff>
      <aff id="aff2">
        <sup>2</sup>
        <institution>Department of Electrical and Electronic Engineering</institution>
        <institution>Imperial College</institution>
        <addr-line>London</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff3">
        <sup>3</sup>
        <institution>Medical Information and Network Technologies Research Centre</institution>
        <institution>Kingston University London</institution>
        <country>United Kingdom</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Turki Alanzi 
        <email>talanzi@uod.edu.sa</email></corresp>
      </author-notes>
      <pub-date pub-type="collection"><season>Jul-Sep</season><year>2016</year></pub-date>
      <pub-date pub-type="epub">
        <day>26</day>
        <month>09</month>
        <year>2016</year>
      </pub-date>
      <volume>5</volume>
      <issue>3</issue>
      <elocation-id>e93</elocation-id>
      <!--history from ojs - api-xml-->
      <history>
        <date date-type="received">
          <day>13</day>
          <month>2</month>
          <year>2015</year>
        </date>
        <date date-type="rev-request">
          <day>3</day>
          <month>3</month>
          <year>2015</year>
        </date>
        <date date-type="rev-recd">
          <day>11</day>
          <month>11</month>
          <year>2015</year>
        </date>
        <date date-type="accepted">
          <day>7</day>
          <month>1</month>
          <year>2016</year>
        </date>
      </history>
      <!--(c) the authors - correct author names and publication date here if necessary. Date in form ', dd.mm.yyyy' after jmir.org-->
      <copyright-statement>©Turki Alanzi, Robert Istepanian, Nada Philip. Originally published in JMIR Research Protocols (http://www.researchprotocols.org), 26.09.2016.</copyright-statement>
      <copyright-year>2016</copyright-year>
      <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on http://www.researchprotocols.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="http://www.researchprotocols.org/2016/3/e93/" xlink:type="simple"/>
      <abstract>
        <sec sec-type="Background">
          <title>Background</title>
          <p>The prevalence of diabetes in the Gulf States is one of the highest globally. It is estimated that 20% of the population in the region has been diagnosed with diabetes and according to the International Diabetes Federation (IDF), five of the IDF’s “top 10” countries for diabetes prevalence in 2011 and projected for 2030 are in this region. In recent years, there have been an increasing number of clinical studies advocating the use of mobile phone technology for diabetes self-management with improved clinical outcomes. However, there are few studies to date addressing the application of mobile diabetes management in the Gulf region, particularly in the Kingdom of Saudi Arabia (KSA), where there is exponential increase in mobile phone usage and access to social networking.</p>
        </sec>
        <sec sec-type="Objective">
          <title>Objective</title>
          <p>The objective of this paper is to present the design and development of a new mobile health system for social behavioral change and management tailored for Saudi patients with diabetes called Saudi Arabia Networking for Aiding Diabetes (SANAD). A usability study for the SANAD system is presented to validate the acceptability of using mobile technologies among patients with diabetes in the KSA and the Gulf region.</p>
        </sec>
        <sec sec-type="Methods">
          <title>Methods</title>
          <p>The SANAD system was developed using mobile phone technology with diabetes management and social networking modules. For the usability study the Questionnaire for User Interaction Satisfaction was used to evaluate the usability aspect of the SANAD system. A total of 33 users with type 2 diabetes participated in the study.</p>
        </sec>
        <sec sec-type="Results">
          <title>Results</title>
          <p>The key modules of the SANAD system consist of (1) a mobile diabetes management module; (2) a social networking module; and (3) a cognitive behavioral therapy module for behavioral change issues. The preliminary results of the usability study indicated general acceptance of the patients in using the system with higher usability rating in patients with type 2 diabetes.</p>
        </sec>
        <sec sec-type="Conclusions">
          <title>Conclusions</title>
          <p>We found that the acceptability of the system was high among Saudi patients with diabetes, and ongoing work in this research area is underway to conduct a clinical pilot study in the KSA for patients with type 2 diabetes. The wide deployment of such a system is timely and required in the Gulf region due to the wide use of mobile phones and social networking mediums.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>mobile health</kwd>
        <kwd>mobile diabetes management</kwd>
        <kwd>social networking for health care</kwd>
        <kwd>diabetes mellitus</kwd>
        <kwd>telemedicine</kwd>
        <kwd>electronic health</kwd>
        <kwd>Kingdom of Saudi Arabia</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>The global prevalence of diabetes is alarming, with approximately 366 million individuals living with this long-term condition. The prevalence of diabetes in the Gulf States is one of the highest globally; it is estimated that 20% of the population has been diagnosed with diabetes. According to the International Diabetes Federation (IDF), five of the IDF’s “top 10” countries for diabetes prevalence in 2011 and of those projected for 2030 are in this region [<xref ref-type="bibr" rid="ref1">1</xref>].There are different causes of such high prevalence, including social norms behavior, climate, diet, and lack of exercise [<xref ref-type="bibr" rid="ref2">2</xref>].</p>
      <p>The Kingdom of Saudi Arabia (KSA) has the seventh-highest prevalence of diabetes in the world; an estimated 20% of the population has been diagnosed with diabetes, most of the type 2 form [<xref ref-type="bibr" rid="ref1">1</xref>]. However, the recent economic growth in KSA has significantly affected the living standards of the population, leading to adoption of unhealthy eating habits with limited physical activity [<xref ref-type="bibr" rid="ref2">2</xref>]. Furthermore, type 2 diabetes mellitus prevalence has been increasing as a result of this lifestyle change among the Saudi population [<xref ref-type="bibr" rid="ref3">3</xref>]. Managing diabetes in the KSA is a challenging task. Various factors contribute to this chronic disease’s prevalence, such as family history, obesity, smoking habits, limited health awareness, social behavioral and culture norms, and health education. As a result, these factors along with coronary artery disease have become a major health burden in the Kingdom. According to the World Health Organization (WHO), it is estimated that noncommunicable diseases will be the principal cause of death in the Kingdom [<xref ref-type="bibr" rid="ref4">4</xref>].</p>
      <p>In recent years, there have been an increasing number of studies on the effectiveness of mobile diabetes management systems globally [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>]. A recent meta-analysis study indicated the effectiveness of these technologies for both type 1 and type 2 diabetes management and improved glycated hemoglobin (Hb<sub>A1c</sub>), especially for patients with type 2 diabetes [<xref ref-type="bibr" rid="ref7">7</xref>].</p>
      <p>Similarly, social networking has also become an important medium for exchanging health care information between users and patients in recent years [<xref ref-type="bibr" rid="ref8">8</xref>]. For example, social sites like PatientsLikeMe aim to create a community Web environment for patients, nurses, and society to provide medical information and education, empower patients to share experiences, explore their medical conditions, symptoms, and routines, and support each other [<xref ref-type="bibr" rid="ref9">9</xref>]. Other social networking health care sites including CureTogether, MedHelp, and mCare provide different health services supported by their delivery models [<xref ref-type="bibr" rid="ref10">10</xref>-<xref ref-type="bibr" rid="ref12">12</xref>].</p>
      <p>A recent survey of existing social networks for health care illustrates the influence of social networking on health care outcome models [<xref ref-type="bibr" rid="ref13">13</xref>]. It classified social network services into three categories: (1) health care social networking; (2) consumer personalized medicine; and (3) quantified self-tracking with four major health care interventions offered to the clients through the social networks including clinical trial access, emotional support and information sharing, quantified self-tacking, and questions and answers with a professional physician.</p>
      <p>However, most of these studies are conducted for use in the United States, Europe, and developed countries. Although the Gulf region has one of the highest users globally of mobile phones and social networking sites such as Facebook and Twitter [<xref ref-type="bibr" rid="ref14">14</xref>], to date there is no study on the use of social networking in the region. A recent review [<xref ref-type="bibr" rid="ref15">15</xref>] by the authors on the use of mobile diabetes management systems and social networking in the Gulf countries found that only three studies have been published to date [<xref ref-type="bibr" rid="ref16">16</xref>-<xref ref-type="bibr" rid="ref18">18</xref>]. A study in Bahrain examined the use of mobile phones among a group of patients with diabetes with improved outcomes in Hb<sub>A1c</sub> [<xref ref-type="bibr" rid="ref16">16</xref>]. Another study in Iraq examined the feasibility and acceptability of text messages (short message service, SMS) with improved outcomes in diabetic patients’ education [<xref ref-type="bibr" rid="ref17">17</xref>]. The study in Qatar outlined a system for assisting people with diabetes and managing diabetes through glucose monitoring and diet management that indicated improved satisfaction of diabetic patient users [<xref ref-type="bibr" rid="ref18">18</xref>]. These few pilot studies indicate that there is an urgent need for further work in the region considering the major challenges of the diabetes epidemic.</p>
      <p>Furthermore, no study to date has examined the combination of using social networking and mobile diabetes management tailored specifically for Saudi patients. In this paper, we present the general structure of a mobile diabetes management system tailored for Saudi patients called Saudi Arabia Networking for Aiding Diabetes (SANAD). We also present a usability study of the acceptability of the SANAD system among Saudi patients with diabetes.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>System Design</title>
        <p>In order to design a mobile diabetes management system for Saudi patients, we conducted a preliminary study on the perception of managing diabetes mellitus through mobile technologies and social networking in the Kingdom [<xref ref-type="bibr" rid="ref19">19</xref>]. In this study, a mixed-method design with interviews and a survey were used to gather data. Most of the participants were users aged between 10 and 30 years. The outcome of this preliminary study indicated that the acceptance of Saudi patients for using social networking as a tool for better management of their diabetes is relatively high. The acceptance is especially high in the younger population (10 to 30 years) who prefer to use Saudi social networking mediums for managing their condition. Another important finding was that the preferred social networking functionalities such as Ask a Doctor, messaging, blogs, and video tutorials had the highest percentages of suggested functionalities. Furthermore, we found that the proposed management system should include the following key functional components: (1) a mobile diabetes management component; (2) a social networking component; and (3) a behavioral change component.</p>
        <p>The general architecture of the SANAD system is shown in <xref ref-type="fig" rid="figure1">Figure 1</xref>. The architecture consists of three functional components: the mobility module, the social networking module, and the behavioral change function based on cognitive behavioral therapy (CBT). The choice of a CBT module is based on the effectiveness of this approach in diabetes management [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref21">21</xref>].</p>
        <p>The building blocks of a general social networking system are shown in <xref ref-type="fig" rid="figure2">Figure 2</xref>. These building blocks are relationship control, social graph, actor profiles, social presence, a participation model, website contents and app, and an infrastructure services model. A detailed description of these blocks is given elsewhere [<xref ref-type="bibr" rid="ref22">22</xref>]. Based on this architecture, we developed the building blocks of the SANAD system (<xref ref-type="fig" rid="figure3">Figure 3</xref>), which are described below.</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>General architecture of the Saudi Arabia Networking for Aiding Diabetes (SANAD) system. CBT: cognitive behavioural therapy; MDM: mobile diabetes management; SN: social networking.</p>
          </caption>
          <graphic xlink:href="resprot_v5i3e93_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <fig id="figure2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>General building blocks of a social networking system.</p>
          </caption>
          <graphic xlink:href="resprot_v5i3e93_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <fig id="figure3" position="float">
          <label>Figure 3</label>
          <caption>
            <p>Building blocks of the Saudi Arabia Networking for Aiding Diabetes (SANAD) system. BG: blood glucose; CBT: cognitive behavioral therapy.</p>
          </caption>
          <graphic xlink:href="resprot_v5i3e93_fig3.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <sec>
          <title>Relationship Control</title>
          <p>Relationship controls define the relationship types users can create with each other [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref22">22</xref>]. The relationship control in SANAD is based on the friend relationship among patients with diabetes, nurses that treat patients with diabetes, and the CBT therapist.</p>
        </sec>
        <sec>
          <title>Social Graph</title>
          <p>The social graph theory used in the SANAD system signifies the following relationships: (1) patients with diabetes with patients with diabetes, (2) patients with diabetes with nurses that treat patients with diabetes, and (3) patients with diabetes with the CBT therapist.</p>
        </sec>
        <sec>
          <title>User Profiles</title>
          <p>User profiles are well known as actor profiles in the general social network. The actor profiles in SANAD are of three types: patients with diabetes, nurses that treat patients with diabetes, and the CBT therapist.</p>
        </sec>
        <sec>
          <title>Social Presence</title>
          <p>Social presence is a new model in social network frameworks. In earlier social networking, social presence was produced by being connected and available. However, nowadays it is well known as a user’s current status, which is a description of a user’s activity.</p>
        </sec>
        <sec>
          <title>User Participation Tools</title>
          <p>Participation tools provide techniques for users to communicate, interact, and participate with other users through instant messaging and message boards. The participation tools of SANAD are messaging between the users, the ability of users to post comments, the ability of patients to insert their reading information, and the ability of users to submit their therapeutic data.</p>
        </sec>
        <sec>
          <title>Mobile App and Web Portal</title>
          <p>A custom server hypertext preprocessor app is used to support remote log-in. It is also used to review patient data and user settings, and to provide such feedback by the medical staff. In addition to viewing patient data and assessment results, a key feature is allowing patients with diabetes access via the Web rather than mobile use. Patient data was stored on a remote Microsoft SQL secure database server portal. The mobile phone platform is implemented using Android operating system (Google, Mountain View, CA, USA) and the Java Software development kit (Oracle Corporation, USA). The blood glucose sensor (LifeScan, Inc ,OneTouch, USA) using Bluetooth (Polymap Wireless adaptor, Tucson, USA) is also used for transferring the data to the mobile app. GALAXY S III (Samsung, South Korea) is used as the mobile phone, running Android 4.0 to send the clinical data in a real-time to the server portal.</p>
        </sec>
        <sec>
          <title>Infrastructure Services Model</title>
          <p>In this model, the content and services of the SANAD system are presented as mobile diabetes management, social networking, CBT, and feedback services.</p>
        </sec>
      </sec>
      <sec>
        <title>Usability Study</title>
        <p>A preliminary evaluation study of the SANAD system was carried out in the Dammam region in the KSA in collaboration with the medical school in the region. The main objective of the study was to investigate the usability aspects of the SANAD system among the Saudi patients with diabetes. A total of 33 patients with type 2 diabetes (17 male, 16 female) participated in the study. Patients were recruited by clinical staff during an office visit or by sending a text message.</p>
        <p>Three tasks were designed based on the functional components carried out by the SANAD system. Care was taken to ensure that the tasks were simple and met the purpose of the app. The tasks are described in <xref ref-type="boxed-text" rid="box1">Textbox 1</xref>.</p>
        <boxed-text id="box1" position="float">
          <title>Tasks designed based on the functional components of the system.</title>
          <p>Task</p>
          <p>Perception toward the SANAD mobile diabetes management module</p>
          <list list-type="bullet">
            <list-item>
              <p>measuring blood glucose level by using the module</p>
            </list-item>
            <list-item>
              <p>sending it to the the Saudi Arabia Networking for Aiding Diabetes (SANAD) mobile server</p>
            </list-item>
          </list>
          <p>Perception toward the SANAD social networking module services</p>
          <list list-type="bullet">
            <list-item>
              <p>sending a private message to the nurse or other friend</p>
            </list-item>
            <list-item>
              <p>watching videos</p>
            </list-item>
            <list-item>
              <p>searching</p>
            </list-item>
            <list-item>
              <p>finding a friend</p>
            </list-item>
          </list>
          <p>Perception toward the SANAD cognitive behavioral therapy (CBT) module</p>
          <list list-type="bullet">
            <list-item>
              <p>submitting their CBT data to the server</p>
            </list-item>
            <list-item>
              <p>the system displaying the data in chart and tables</p>
            </list-item>
          </list>
        </boxed-text>
        <p>The Questionnaire for User Interaction Satisfaction (QUIS) was used for designing the survey questionnaires. QUIS was developed by Shneiderman and is based on an Object-Action Interface (OAI) model [<xref ref-type="bibr" rid="ref23">23</xref>]. The assessment of the satisfaction of the users is subjective and complex, so QUIS was used because it gauges the users’ satisfaction with the software’s usability in a standard, reliable, and valid way. QUIS was initially implemented using a 9-point Likert scale rating in a standard paper-and-pencil form. It focuses on the analysis of usability based on overall reaction to the system, screen factors, terminology, system feedback, learning factors, and system capabilities [<xref ref-type="bibr" rid="ref24">24</xref>]. The QUIS version 7.0 was used and the questionnaire was arranged in a hierarchical format which included a demographic questionnaire and six scales for measuring overall reaction ratings of the system. Each item in the QUIS questionnaire was rated on a scale of 1 to 9, and an additional option of not applicable (N/A) was also provided [<xref ref-type="bibr" rid="ref25">25</xref>]. The general characteristics of the participants are presented in <xref ref-type="table" rid="table1">Table 1</xref>.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Patient demographics of the usability study (N=33).</p>
          </caption>
          <table width="510" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="159"/>
            <col width="179"/>
            <col width="200"/>
            <col width="140"/>
            <thead>
              <tr valign="top">
                <td colspan="3">General characteristics</td>
                <td>Type 2 diabetes, n (%)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Gender</td>
                <td><break/></td>
                <td colspan="2"><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Male</td>
                <td colspan="2">17 (48)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Female</td>
                <td colspan="2">16 (52)</td>
              </tr>
              <tr valign="top">
                <td>Age group, years</td>
                <td><break/></td>
                <td colspan="2"><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>18-40</td>
                <td colspan="2">14 (42)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>41-50</td>
                <td colspan="2">18 (45)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>51-65</td>
                <td colspan="2">1 (3)</td>
              </tr>
              <tr valign="top">
                <td>Level of education</td>
                <td/>
                <td colspan="2"><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Secondary</td>
                <td colspan="2">16 (48)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Diploma</td>
                <td colspan="2">7 (21)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>University or more</td>
                <td colspan="2">10 (30)</td>
              </tr>
              <tr valign="top">
                <td>Marital status</td>
                <td><break/></td>
                <td colspan="2"><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Married</td>
                <td colspan="2">12 (36)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Widowed/divorced</td>
                <td colspan="2">12 (36)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Never married</td>
                <td colspan="2">9 (27)</td>
              </tr>
              <tr valign="top">
                <td>Diagnosed with diabetes</td>
                <td><break/></td>
                <td colspan="2"><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>≤5 years</td>
                <td colspan="2">13 (39)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>6-10 years</td>
                <td colspan="2">8 (24)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>11-15 years</td>
                <td colspan="2">5 (15)</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>&#62;15 years</td>
                <td colspan="2">7 (21)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>The SANAD system consists of two main components. First, the patient end is comprised of the SANAD mobile app. The second is a remote Web portal hosted in a hospital. The mobile app facilitates sending, receiving, and reviewing patient’s diabetic data whereas the Web portal app provides framework to the diabetic and the CBT specialists to set the reading schedule, review the patient’s statue performance and adherence, and provide a suitable feedback to the patient using text messages. Samples of the app’s interfaces of the SANAD system are shown in <xref ref-type="fig" rid="figure4">Figure 4</xref> and samples of the nurse and CBT therapist’s portal interfaces are shown in <xref ref-type="fig" rid="figure5">Figure 5</xref>. The concept of the SANAD system is based on four modules: the mobile diabetes management module, the social networking module, the CBT module, and the feedback mechanism and messaging box module.</p>
      <fig id="figure4" position="float">
        <label>Figure 4</label>
        <caption>
          <p>Snapshots of the diabetic patient mobile phone interfaces in the Saudi Arabia Networking for Aiding Diabetes (SANAD) system.</p>
        </caption>
        <graphic xlink:href="resprot_v5i3e93_fig4.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure5" position="float">
        <label>Figure 5</label>
        <caption>
          <p>Snapshots of the diabetes nurse portal interface end (top panel) and snapshots of cognitive
behavioral therapist’s portal interface end (bottom panel) in the Saudi Arabia Networking for Aiding Diabetes (SANAD) system.</p>
        </caption>
        <graphic xlink:href="resprot_v5i3e93_fig5.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <sec>
        <title>Mobile Diabetes Management Module</title>
        <p>The key function of the mobile diabetes management module is to provide the mobility component of the SANAD building blocks. This module consists of patient’s mobile diabetes component, which assists the patient to send their blood glucose data remotely via their mobile phone and display their blood glucose data graphically (eg, tables and charts). In addition, it consists of a Web portal medical staff end, which assists in scheduling the reading time and date, sending feedback, and observing patient status remotely.</p>
      </sec>
      <sec>
        <title>Social Networking Module</title>
        <p>The key function of the social networking module is to provide the necessary social information required for the SANAD system. This includes sharing information and providing emotional support among the users. This module consists of a patient’s mobile social networking end, which provides a simple mechanism for interactivity between the patients and the clinicians, displays video education tutorials on diabetes, and contains a Web portal medical staff end, which assists them to interact with patients and post video education tutorials and useful information.</p>
      </sec>
      <sec>
        <title>The CBT Module</title>
        <p>The key function of this module is to provide the behavioral change component of the SANAD building blocks. This module consists of a patient’s mobile CBT end, which assists the patient to send their CBT data remotely via the mobile phone and to display their CBT (thoughts, feelings, and actions) in graphic presentations (eg, tables and charts). In addition, it consists of a Web portal CBT therapist’s end, which assists in sending feedback and observes the status of the patient’s behavioral change remotely. This module aids in CBT intervention by applying a classification algorithm to decide whether to trigger an intervention text message telling the patient to submit CBT data.</p>
      </sec>
      <sec>
        <title>Feedback Mechanism and Messaging Box Module</title>
        <p>The key function of this module is to provide the necessary gate for the medical staff and the CBT therapist to set and send automated and manual feedback to the patients.</p>
        <p>The statistical results of the patient’s perceptions of the SANAD system are shown in <xref ref-type="table" rid="table2">Table 2</xref>. Preliminary results of this study indicate the general acceptance by patients with type 2 diabetes in using this system. Out of the six items, four were rated lower than the mean response (mean 6.40). These items were ease of use, perceived powerfulness, stimulating, and flexibility. The other two items were rated higher than the mean response. Depending on these results, it can be concluded that the system has a positive impact on patients with diabetes, but the overall impression and the satisfaction in using the system received a good response.</p>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Overall responses of patients with type 2 diabetes to the six items.</p>
          </caption>
          <table width="601" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="290"/>
            <col width="290"/>
            <thead>
              <tr valign="top">
                <td>Overall reaction</td>
                <td>Mean (SD)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Terrible/wonderful</td>
                <td>6.79 (1.24)</td>
              </tr>
              <tr valign="top">
                <td>Difficult/easy</td>
                <td>6.33 (0.92)</td>
              </tr>
              <tr valign="top">
                <td>Frustrating/satisfying</td>
                <td>6.64 (1.32)</td>
              </tr>
              <tr valign="top">
                <td>Inadequate power/adequate power</td>
                <td>6.24 (1.30)</td>
              </tr>
              <tr valign="top">
                <td>Dull/stimulating</td>
                <td>6.39 (1.14)</td>
              </tr>
              <tr valign="top">
                <td>Rigid/flexible</td>
                <td>6.00 (0.97)</td>
              </tr>
              <tr valign="top">
                <td>Mean</td>
                <td>6.40 (N/A)<sup>a</sup></td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>N/A: not applicable.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>Results of this study, the first design and usability evaluation study of a social mobile type 2 diabetes management system in Saudi Arabia, provides evidence that SANAD has a potential positive impact to support the management of individuals living with type 2 diabetes.</p>
        <p>We expect the addition of a CBT and social networking module within the diabetes management system will be effective in streamlining the lifestyles of the patients accordingly so that the chances or the risks of having diabetes-associated diseases, such as cardiovascular diseases, can be reduced with improved blood glucose monitoring and maintenance. The social networking module improves the user experience in using the mobile app and can be a source for knowledge sharing and query resolving. Integrating these two systems with the diabetes management module (DMS) results in a study with unique characteristics that could help find novel ways of diabetes management. Experienced medical staff including nurses that treat diabetes, a behavioral therapist, medical practitioners, and dietitians, along with high technology infrastructure that supports effective module integration, are used in the study. The overall reaction of the participants to using the system was good, supporting the use of behavioral therapy and social networking in diabetes management. There are studies that focus on using CBT as an intervention in managing diabetes and other diseases [<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref28">28</xref>], but to the best of our knowledge, there is no study that integrates CBT and social networking for diabetes management in the region. As there are no prior studies in the region which used CBT and social networking modules for diabetes management, this study can be a major reference in analyzing the usability of the SANAD system. Though the setting is well-built, the results of the study cannot be generalized to all patients with diabetes.</p>
      </sec>
      <sec>
        <title>Limitations</title>
        <p>The study is designed and tailored according to the needs and expectations of Saudi patients with diabetes. Therefore the results of the study can be attributed in particular to KSA. As a result, the study may not be applicable in other regions internationally. However, the results can be a source to implement similar studies in the regions which are similar to the Kingdom and where the lifestyles, needs, and expectations of the patients match. Another limitation of the study is that only patients with type 2 diabetes were included. As a result, the study can only be streamlined to patients with type 2 diabetes from the Kingdom and cannot be generalized to all diabetes patients.</p>
        <p>The impact of the system will be assessed in a follow-up study. If this study appears to have positive effects, the behavioral intervention along with social networking could be implemented in other care settings in similar regions, for effective mobile diabetes management.</p>
      </sec>
      <sec>
        <title>Conclusion and Future Work</title>
        <p>Here, we present a new architecture of CBT for a social mobile diabetes management system (SANAD) tailored for the Gulf region and the KSA. This system consists of three modules: (1) a mobile diabetes management module, (2) a social networking module, and (3) a CBT module. In addition, the method used in the usability evaluation of the study of a mobile app was discussed. The outcome of the usability study indicated that the acceptability of the system was high among Saudi patients with diabetes. In particular, patients with type 2 diabetes reported higher satisfaction with the overall impression, satisfaction, being stimulated, ease of use, perceived powerfulness, and flexibility. Ongoing work in this research area is underway to conduct a clinical pilot study in the Kingdom for patients with type 2 diabetes. The wide deployment of such a system is timely and required in the Gulf region due to the wide use of mobile phones and social networking mediums.</p>
      </sec>
    </sec>
  </body>
  <back>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">CBT</term>
          <def>
            <p>cognitive behavior therapy</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">Hb 
          <sub>A1c</sub></term>
          <def>
            <p>glycated hemoglobin</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">IDF</term>
          <def>
            <p>International Diabetes Federation</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">KSA</term>
          <def>
            <p>Kingdom of Saudi Arabia</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">QUIS</term>
          <def>
            <p>Questionnaire for User Interaction Satisfaction</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">SANAD</term>
          <def>
            <p>Saudi Arabia Networking for Aiding Diabetes</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">SMS</term>
          <def>
            <p>short message service</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>The authors would like to acknowledge the advice and assistance of Dr Naif Alsuwaidan, Elham Radi, King Fahd Hospital, Dammam, KSA, and Dr Donatella Casiglia, the consulting diabetologist from American Hospital, Dubai. This study was sponsored by University of Dammam.</p>
    </ack>
    <fn-group>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <collab>International Diabetes Federation</collab>
          </person-group>
          <source>5th Edition of the Diabetes Atlas Released on World Diabetes Day</source>
          <access-date>2015-02-13</access-date>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.idf.org/diabetesatlas/news/fifth-edition-release">http://www.idf.org/diabetesatlas/news/fifth-edition-release</ext-link>
            <ext-link ext-link-type="webcite" xlink:href="6WJc4kfLb"/>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Al-Hazzaa</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Prevalence of physical inactivity in Saudi Arabia: a brief review</article-title>
          <source>East Mediterr Health J</source>
          <year>2004</year>
          <volume>10</volume>
          <issue>4-5</issue>
          <fpage>663</fpage>
          <lpage>70</lpage>
          <pub-id pub-id-type="medline">16335660</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Elhadd</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Al-Amoudi</surname>
              <given-names>AA</given-names>
            </name>
            <name name-style="western">
              <surname>Alzahrani</surname>
              <given-names>AS</given-names>
            </name>
          </person-group>
          <article-title>Epidemiology, clinical and complications profile of diabetes in Saudi Arabia: a review</article-title>
          <source>Ann Saudi Med</source>
          <year>2007</year>
          <volume>27</volume>
          <issue>4</issue>
          <fpage>241</fpage>
          <lpage>50</lpage>
          <pub-id pub-id-type="medline">17684435</pub-id>
          <pub-id pub-id-type="pii">07-204</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chopra</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Galbraith</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Darnton-Hill</surname>
              <given-names>I</given-names>
            </name>
          </person-group>
          <article-title>A global response to a global problem: the epidemic of overnutrition</article-title>
          <source>Bull World Health Organ</source>
          <year>2002</year>
          <volume>80</volume>
          <issue>12</issue>
          <fpage>952</fpage>
          <lpage>8</lpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.scielosp.org/scielo.php?script=sci_arttext&#38;pid=S0042-96862002001200009&#38;lng=en&#38;nrm=iso&#38;tlng=en"/>
          </comment>
          <pub-id pub-id-type="medline">12571723</pub-id>
          <pub-id pub-id-type="pii">S0042-96862002001200009</pub-id>
          <pub-id pub-id-type="pmcid">PMC2567699</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Istepanian</surname>
              <given-names>RS</given-names>
            </name>
            <name name-style="western">
              <surname>Zitouni</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Harry</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Moutosammy</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Sungoor</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Tang</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Earle</surname>
              <given-names>KA</given-names>
            </name>
          </person-group>
          <article-title>Evaluation of a mobile phone telemonitoring system for glycaemic control in patients with diabetes</article-title>
          <source>J Telemed Telecare</source>
          <year>2009</year>
          <volume>15</volume>
          <issue>3</issue>
          <fpage>125</fpage>
          <lpage>8</lpage>
          <pub-id pub-id-type="doi">10.1258/jtt.2009.003006</pub-id>
          <pub-id pub-id-type="medline">19364893</pub-id>
          <pub-id pub-id-type="pii">15/3/125</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref6">
        <label>6</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Earle</surname>
              <given-names>KA</given-names>
            </name>
            <name name-style="western">
              <surname>Istepanian</surname>
              <given-names>RS</given-names>
            </name>
            <name name-style="western">
              <surname>Zitouni</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Sungoor</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Tang</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>Mobile telemonitoring for achieving tighter targets of blood pressure control in patients with complicated diabetes: a pilot study</article-title>
          <source>Diabetes Technol Ther</source>
          <year>2010</year>
          <month>07</month>
          <volume>12</volume>
          <issue>7</issue>
          <fpage>575</fpage>
          <lpage>9</lpage>
          <pub-id pub-id-type="doi">10.1089/dia.2009.0090</pub-id>
          <pub-id pub-id-type="medline">20597833</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref7">
        <label>7</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Liang</surname>
              <given-names>X</given-names>
            </name>
            <name name-style="western">
              <surname>Wang</surname>
              <given-names>Q</given-names>
            </name>
            <name name-style="western">
              <surname>Yang</surname>
              <given-names>X</given-names>
            </name>
            <name name-style="western">
              <surname>Cao</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Chen</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Mo</surname>
              <given-names>X</given-names>
            </name>
            <name name-style="western">
              <surname>Huang</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Wang</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Gu</surname>
              <given-names>D</given-names>
            </name>
          </person-group>
          <article-title>Effect of mobile phone intervention for diabetes on glycaemic control: a meta-analysis</article-title>
          <source>Diabet Med</source>
          <year>2011</year>
          <month>04</month>
          <volume>28</volume>
          <issue>4</issue>
          <fpage>455</fpage>
          <lpage>63</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1464-5491.2010.03180.x</pub-id>
          <pub-id pub-id-type="medline">21392066</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref8">
        <label>8</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Pearson</surname>
              <given-names>JF</given-names>
            </name>
            <name name-style="western">
              <surname>Brownstein</surname>
              <given-names>CA</given-names>
            </name>
            <name name-style="western">
              <surname>Brownstein</surname>
              <given-names>JS</given-names>
            </name>
          </person-group>
          <article-title>Potential for electronic health records and online social networking to redefine medical research</article-title>
          <source>Clin Chem</source>
          <year>2011</year>
          <month>02</month>
          <volume>57</volume>
          <issue>2</issue>
          <fpage>196</fpage>
          <lpage>204</lpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.clinchem.org/cgi/pmidlookup?view=long&#38;pmid=21159898"/>
          </comment>
          <pub-id pub-id-type="doi">10.1373/clinchem.2010.148668</pub-id>
          <pub-id pub-id-type="medline">21159898</pub-id>
          <pub-id pub-id-type="pii">clinchem.2010.148668</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref9">
        <label>9</label>
        <nlm-citation citation-type="web">
          <source>Patientslikeme</source>
          <access-date>2015-01-01</access-date>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.patientslikeme.com/">http://www.patientslikeme.com/</ext-link>
            <ext-link ext-link-type="webcite" xlink:href="6Wv34re6T"/>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref10">
        <label>10</label>
        <nlm-citation citation-type="web">
          <source>Cure Together</source>
          <access-date>2015-03-10</access-date>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://curetogether.com/">http://curetogether.com/</ext-link>
            <ext-link ext-link-type="webcite" xlink:href="6Wv3qjMLS"/>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref11">
        <label>11</label>
        <nlm-citation citation-type="web">
          <source>MedHelp</source>
          <access-date>2015-03-10</access-date>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.medhelp.org/">http://www.medhelp.org/</ext-link>
            <ext-link ext-link-type="webcite" xlink:href="6Wv3wu5Ow"/>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref12">
        <label>12</label>
        <nlm-citation citation-type="confproc">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Yu</surname>
              <given-names>WD</given-names>
            </name>
            <name name-style="western">
              <surname>Siddiqui</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Towards a wireless mobile social network system design in healthcare</article-title>
          <source>Multimedia and Ubiquitous Engineering</source>
          <year>2009</year>
          <conf-name>Third International Conference on Multimedia and Ubiquitous Engineering MUE '09</conf-name>
          <conf-date>June 4-6</conf-date>
          <conf-loc>Qingdao</conf-loc>
          <fpage>429</fpage>
          <lpage>436</lpage>
          <pub-id pub-id-type="doi">10.1109/MUE.2009.77</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref13">
        <label>13</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Swan</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking</article-title>
          <source>Int J Environ Res Public Health</source>
          <year>2009</year>
          <month>02</month>
          <volume>6</volume>
          <issue>2</issue>
          <fpage>492</fpage>
          <lpage>525</lpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/19440396"/>
          </comment>
          <pub-id pub-id-type="doi">10.3390/ijerph6020492</pub-id>
          <pub-id pub-id-type="medline">19440396</pub-id>
          <pub-id pub-id-type="pmcid">PMC2672358</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref14">
        <label>14</label>
        <nlm-citation citation-type="web">
          <source>Al Arabiya News</source>
          <year>2012</year>
          <month>03</month>
          <day>11</day>
          <comment>Saudi has the world’s largest number of mobile phone users: U.N. report 
          <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="https://english.alarabiya.net/articles/2012/03/11/200000.html">https://english.alarabiya.net/articles/2012/03/11/200000.html</ext-link>
          <ext-link ext-link-type="webcite" xlink:href="6hGPf2X5k"/></comment>
        </nlm-citation>
      </ref>
      <ref id="ref15">
        <label>15</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Alanzi</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Istepanian</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Philip</surname>
              <given-names>N</given-names>
            </name>
          </person-group>
          <article-title>Mobile Diabetes management system embedding social networking in the gulf countries: the current status and potential impact</article-title>
          <source>Diabetes Technol Ther</source>
          <year>2014</year>
          <fpage>149</fpage>
          <lpage>149</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref16">
        <label>16</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Hussein</surname>
              <given-names>WI</given-names>
            </name>
            <name name-style="western">
              <surname>Hasan</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Jaradat</surname>
              <given-names>AA</given-names>
            </name>
          </person-group>
          <article-title>Effectiveness of mobile phone short message service on diabetes mellitus management: the SMS-DM study</article-title>
          <source>Diabetes Res Clin Pract</source>
          <year>2011</year>
          <month>10</month>
          <volume>94</volume>
          <issue>1</issue>
          <fpage>e24</fpage>
          <lpage>6</lpage>
          <pub-id pub-id-type="doi">10.1016/j.diabres.2011.07.025</pub-id>
          <pub-id pub-id-type="medline">21840079</pub-id>
          <pub-id pub-id-type="pii">S0168-8227(11)00401-3</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref17">
        <label>17</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Mulvaney</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Woodward</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Datta</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Harvey</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Vyas</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Farooq</surname>
              <given-names>O</given-names>
            </name>
            <name name-style="western">
              <surname>Phillip</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Istepanian</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Development of m-health monitoring systems in India and Iraq</article-title>
          <source>Conf Proc IEEE Eng Med Biol Soc</source>
          <year>2012</year>
          <volume>2012</volume>
          <fpage>288</fpage>
          <lpage>91</lpage>
          <pub-id pub-id-type="doi">10.1109/EMBC.2012.6345926</pub-id>
          <pub-id pub-id-type="medline">23365887</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref18">
        <label>18</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Alhazbi</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Alkhateeb</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Mobile application for diabetes control in Qatar</article-title>
          <source>Computing Technology and Information Management (ICCM), 2012 8th International Conference on, Seoul, Korea (South), 2012, pp. 763-766.</source>

        </nlm-citation>
      </ref>
      <ref id="ref19">
        <label>19</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Alanzi</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Istepanian</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Philip</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Sungoor</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>A study on perception of managing diabetes mellitus through social nNetworking in the Kingdom of Saudi Arabia</article-title>
          <source>XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013</source>
          <year>2014</year>

          <publisher-loc>New York, NY</publisher-loc>
          <publisher-name>Springer International Publishing</publisher-name>
        </nlm-citation>
      </ref>
      <ref id="ref20">
        <label>20</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ismail</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Winkley</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Rabe-Hesketh</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Systematic review and meta-analysis of randomised controlled trials of psychological interventions to improve glycaemic control in patients with type 2 diabetes</article-title>
          <source>Lancet</source>
          <year>2004</year>
          <month>05</month>
          <day>15</day>
          <volume>363</volume>
          <issue>9421</issue>
          <fpage>1589</fpage>
          <lpage>97</lpage>
          <pub-id pub-id-type="doi">10.1016/S0140-6736(04)16202-8</pub-id>
          <pub-id pub-id-type="medline">15145632</pub-id>
          <pub-id pub-id-type="pii">S0140-6736(04)16202-8</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref21">
        <label>21</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Winkley</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Ismail</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Landau</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Eisler</surname>
              <given-names>I</given-names>
            </name>
          </person-group>
          <article-title>Psychological interventions to improve glycaemic control in patients with type 1 diabetes: systematic review and meta-analysis of randomised controlled trials</article-title>
          <source>BMJ</source>
          <year>2006</year>
          <month>07</month>
          <day>8</day>
          <volume>333</volume>
          <issue>7558</issue>
          <fpage>65</fpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.bmj.com/cgi/pmidlookup?view=long&#38;pmid=16803942"/>
          </comment>
          <pub-id pub-id-type="doi">10.1136/bmj.38874.652569.55</pub-id>
          <pub-id pub-id-type="medline">16803942</pub-id>
          <pub-id pub-id-type="pii">bmj.38874.652569.55</pub-id>
          <pub-id pub-id-type="pmcid">PMC1489251</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref22">
        <label>22</label>
        <nlm-citation citation-type="web">
          <source>Architecture For Social Network Sites (Collaborative Thinking)</source>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://mikeg.typepad.com/perceptions/2008/07/reference-archi.html">http://mikeg.typepad.com/perceptions/2008/07/reference-archi.html</ext-link>
            <ext-link ext-link-type="webcite" xlink:href="6hC0w9pmB"/>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref23">
        <label>23</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Shneiderman</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Plaisant</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <source>Designing the User Interface: Strategies for Effective Human-Computer Interaction</source>
          <year>2005</year>
          <publisher-loc>Boston, MA</publisher-loc>
          <publisher-name>Pearson/Addison Wesley</publisher-name>
        </nlm-citation>
      </ref>
      <ref id="ref24">
        <label>24</label>
        <nlm-citation citation-type="confproc">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chin</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Diehl</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Norman</surname>
              <given-names>K</given-names>
            </name>
          </person-group>
          <article-title>Development of an instrument measuring user satisfaction of the human-computer interface</article-title>
          <year>1988</year>
          <conf-name>CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems</conf-name>
          <conf-date>May 15-19</conf-date>
          <conf-loc>Washington, DC</conf-loc>
          <fpage>213</fpage>
          <lpage>218</lpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://dl.acm.org/citation.cfm?id=57203"/>
          </comment>
          <pub-id pub-id-type="doi">10.1145/57167.57203</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref25">
        <label>25</label>
        <nlm-citation citation-type="confproc">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Harper</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Slaughter</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Norman</surname>
              <given-names>K</given-names>
            </name>
          </person-group>
          <article-title>Questionnaire administration via the WWW: a validation &#38; reliability study for a user satisfaction questionnaire</article-title>
          <year>1997</year>
          <conf-name>Proceedings of WebNet 97 - World Conference on the WWW, Internet &#38; Intranet</conf-name>
          <conf-date>November 1-5</conf-date>
          <conf-loc>Toronto, Canada</conf-loc>
        </nlm-citation>
      </ref>
      <ref id="ref26">
        <label>26</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>van Beugen</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Ferwerda</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Hoeve</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Rovers</surname>
              <given-names>MM</given-names>
            </name>
            <name name-style="western">
              <surname>Spillekom-van Koulil</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>van Middendorp</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Evers</surname>
              <given-names>AW</given-names>
            </name>
          </person-group>
          <article-title>Internet-based cognitive behavioral therapy for patients with chronic somatic conditions: a meta-analytic review</article-title>
          <source>J Med Internet Res</source>
          <year>2014</year>
          <volume>16</volume>
          <issue>3</issue>
          <fpage>e88</fpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2014/3/e88/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/jmir.2777</pub-id>
          <pub-id pub-id-type="medline">24675372</pub-id>
          <pub-id pub-id-type="pii">v16i3e88</pub-id>
          <pub-id pub-id-type="pmcid">PMC4004147</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref27">
        <label>27</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>van Vugt</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>de Wit</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Cleijne</surname>
              <given-names>WH</given-names>
            </name>
            <name name-style="western">
              <surname>Snoek</surname>
              <given-names>FJ</given-names>
            </name>
          </person-group>
          <article-title>Use of behavioral change techniques in web-based self-management programs for type 2 diabetes patients: systematic review</article-title>
          <source>J Med Internet Res</source>
          <year>2013</year>
          <volume>15</volume>
          <issue>12</issue>
          <fpage>e279</fpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2013/12/e279/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/jmir.2800</pub-id>
          <pub-id pub-id-type="medline">24334230</pub-id>
          <pub-id pub-id-type="pii">v15i12e279</pub-id>
          <pub-id pub-id-type="pmcid">PMC3869055</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref28">
        <label>28</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Tonkin-Crine</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Bishop</surname>
              <given-names>FL</given-names>
            </name>
            <name name-style="western">
              <surname>Ellis</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Moss-Morris</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Everitt</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Exploring patients' views of a cognitive behavioral therapy-based website for the self-management of irritable bowel syndrome symptoms</article-title>
          <source>J Med Internet Res</source>
          <year>2013</year>
          <volume>15</volume>
          <issue>9</issue>
          <fpage>e190</fpage>
          <comment>
            <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:type="simple" xlink:href="http://www.jmir.org/2013/9/e190/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/jmir.2672</pub-id>
          <pub-id pub-id-type="medline">24001787</pub-id>
          <pub-id pub-id-type="pii">v15i9e190</pub-id>
          <pub-id pub-id-type="pmcid">PMC3785978</pub-id>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
