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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JD</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Diabetes</journal-id>
      <journal-title>JMIR Diabetes</journal-title>
      <issn pub-type="epub">2371-4379</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v6i1e20973</article-id>
      <article-id pub-id-type="pmid">33528374</article-id>
      <article-id pub-id-type="doi">10.2196/20973</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Experiences of Young People and Their Caregivers of Using Technology to Manage Type 1 Diabetes Mellitus: Systematic Literature Review and Narrative Synthesis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Mizokami-Stout</surname>
            <given-names>Kara</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Barnard-Kelly</surname>
            <given-names>Kathrine</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Chen</surname>
            <given-names>Qingxiao</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes" equal-contrib="yes">
          <name name-style="western">
            <surname>Brew-Sam</surname>
            <given-names>Nicola</given-names>
          </name>
          <degrees>BA, MA, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Health Services Research and Policy</institution>
            <institution>Research School of Population Health, College of Health and Medicine</institution>
            <institution>Australian National University</institution>
            <addr-line>Building 62 Mills Rd, Acton ACT</addr-line>
            <addr-line>Canberra, 2601</addr-line>
            <country>Australia</country>
            <phone>61 0480238211</phone>
            <email>nbrewsam@gmail.com</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-7544-4499</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author" equal-contrib="yes">
          <name name-style="western">
            <surname>Chhabra</surname>
            <given-names>Madhur</given-names>
          </name>
          <degrees>BDS, MPH</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-8823-747X</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Parkinson</surname>
            <given-names>Anne</given-names>
          </name>
          <degrees>BA (Hons), PhD, AFHEA</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-9053-0707</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Hannan</surname>
            <given-names>Kristal</given-names>
          </name>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-1039-4544</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Brown</surname>
            <given-names>Ellen</given-names>
          </name>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-7924-4857</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Pedley</surname>
            <given-names>Lachlan</given-names>
          </name>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-0212-3656</ext-link>
        </contrib>
        <contrib id="contrib7" contrib-type="author">
          <name name-style="western">
            <surname>Brown</surname>
            <given-names>Karen</given-names>
          </name>
          <degrees>BA, RN</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-3312-120X</ext-link>
        </contrib>
        <contrib id="contrib8" contrib-type="author">
          <name name-style="western">
            <surname>Wright</surname>
            <given-names>Kristine</given-names>
          </name>
          <degrees>BSc, RN, CDE</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7649-900X</ext-link>
        </contrib>
        <contrib id="contrib9" contrib-type="author">
          <name name-style="western">
            <surname>Pedley</surname>
            <given-names>Elizabeth</given-names>
          </name>
          <degrees>RN, RM</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-0602-1609</ext-link>
        </contrib>
        <contrib id="contrib10" contrib-type="author">
          <name name-style="western">
            <surname>Nolan</surname>
            <given-names>Christopher J</given-names>
          </name>
          <degrees>BMedSci, MBBS, PhD, FRACP</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <xref rid="aff3" ref-type="aff">3</xref>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-6964-3819</ext-link>
        </contrib>
        <contrib id="contrib11" contrib-type="author">
          <name name-style="western">
            <surname>Phillips</surname>
            <given-names>Christine</given-names>
          </name>
          <degrees>BMedSc, MBBS, MA, MPH, FRACGP, MD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-5602-3664</ext-link>
        </contrib>
        <contrib id="contrib12" contrib-type="author">
          <name name-style="western">
            <surname>Suominen</surname>
            <given-names>Hanna</given-names>
          </name>
          <degrees>MSc, PhD, MEDL</degrees>
          <xref rid="aff5" ref-type="aff">5</xref>
          <xref rid="aff6" ref-type="aff">6</xref>
          <xref rid="aff7" ref-type="aff">7</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-4195-1641</ext-link>
        </contrib>
        <contrib id="contrib13" contrib-type="author">
          <name name-style="western">
            <surname>Tricoli</surname>
            <given-names>Antonio</given-names>
          </name>
          <degrees>BSc, MSc, PhD</degrees>
          <xref rid="aff4" ref-type="aff">4</xref>
          <xref rid="aff8" ref-type="aff">8</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-4964-2111</ext-link>
        </contrib>
        <contrib id="contrib14" contrib-type="author">
          <name name-style="western">
            <surname>Desborough</surname>
            <given-names>Jane</given-names>
          </name>
          <degrees>RN, RM, MPH, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-1406-4593</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Health Services Research and Policy</institution>
        <institution>Research School of Population Health, College of Health and Medicine</institution>
        <institution>Australian National University</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Canberra Health Services</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>ANU Medical School</institution>
        <institution>College of Health and Medicine</institution>
        <institution>Australian National University</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>The John Curtin School of Medical Research</institution>
        <institution>College of Health and Medicine</institution>
        <institution>Australian National University</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff5">
        <label>5</label>
        <institution>School of Computing</institution>
        <institution>College of Engineering and Computer Science</institution>
        <institution>Australian National University</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff6">
        <label>6</label>
        <institution>Department of Computing</institution>
        <institution>University of Turku</institution>
        <addr-line>Turku</addr-line>
        <country>Finland</country>
      </aff>
      <aff id="aff7">
        <label>7</label>
        <institution>Data61</institution>
        <institution>Commonwealth Scientific and Industrial Research Organisation</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <aff id="aff8">
        <label>8</label>
        <institution>Nanotechnology Research Lab</institution>
        <institution>Research School of Chemistry, College of Science</institution>
        <institution>Australian National University</institution>
        <addr-line>Canberra</addr-line>
        <country>Australia</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Nicola Brew-Sam <email>nbrewsam@gmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <season>Jan-Mar</season>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>2</day>
        <month>2</month>
        <year>2021</year>
      </pub-date>
      <volume>6</volume>
      <issue>1</issue>
      <elocation-id>e20973</elocation-id>
      <history>
        <date date-type="received">
          <day>2</day>
          <month>6</month>
          <year>2020</year>
        </date>
        <date date-type="rev-request">
          <day>18</day>
          <month>7</month>
          <year>2020</year>
        </date>
        <date date-type="rev-recd">
          <day>23</day>
          <month>7</month>
          <year>2020</year>
        </date>
        <date date-type="accepted">
          <day>29</day>
          <month>12</month>
          <year>2020</year>
        </date>
      </history>
      <copyright-statement>©Nicola Brew-Sam, Madhur Chhabra, Anne Parkinson, Kristal Hannan, Ellen Brown, Lachlan Pedley, Karen Brown, Kristine Wright, Elizabeth Pedley, Christopher J Nolan, Christine Phillips, Hanna Suominen, Antonio Tricoli, Jane Desborough. Originally published in JMIR Diabetes (http://diabetes.jmir.org), 02.02.2021.</copyright-statement>
      <copyright-year>2021</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Diabetes, is properly cited. The complete bibliographic information, a link to the original publication on http://diabetes.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="http://diabetes.jmir.org/2021/1/e20973/" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>In the last decade, diabetes management has begun to transition to technology-based care, with young people being the focus of many technological advances. Yet, detailed insights into the experiences of young people and their caregivers of using technology to manage type 1 diabetes mellitus are lacking.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>The objective of our study was to describe the breadth of experiences and perspectives on diabetes technology use among children and adolescents with type 1 diabetes mellitus and their caregivers.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>This systematic literature review used integrated thematic analysis to guide a narrative synthesis of the included studies. We analyzed the perspectives and experiences of young people with type 1 diabetes mellitus and their caregivers reported in qualitative studies, quantitative descriptive studies, and studies with a mixed methods design.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>Seventeen articles met the inclusion criteria, and they included studies on insulin pump, glucose sensors, and remote monitoring systems. The following eight themes were derived from the analysis: (1) expectations of the technology prior to use, (2) perceived impact on sleep and overnight experiences, (3) experiences with alarms, (4) impact on independence and relationships, (5) perceived usage impact on blood glucose control, (6) device design and features, (7) financial cost, and (8) user satisfaction. While many advantages of using diabetes technology were reported, several challenges for its use were also reported, such as cost, the size and visibility of devices, and the intrusiveness of alarms, which drew attention to the fact that the user had type 1 diabetes mellitus. Continued use of diabetes technology was underpinned by its benefits outweighing its challenges, especially among younger people.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Diabetes technologies have improved the quality of life of many young people with type 1 diabetes mellitus and their caregivers. Future design needs to consider the impact of these technologies on relationships between young people and their caregivers, and the impact of device features and characteristics such as size, ease of use, and cost.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>type 1 diabetes mellitus</kwd>
        <kwd>diabetes</kwd>
        <kwd>children</kwd>
        <kwd>adolescents</kwd>
        <kwd>technology</kwd>
        <kwd>self-management</kwd>
        <kwd>experiences</kwd>
        <kwd>perspectives</kwd>
        <kwd>systematic review</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>Type 1 diabetes mellitus (T1DM) is a chronic autoimmune disease that results in elevated blood glucose levels due to destruction of insulin-producing pancreatic islet β cells [<xref ref-type="bibr" rid="ref1">1</xref>]. It is frequently diagnosed among children and adolescents, with the peak age group of diagnosis being 10 to 19 years [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. Globally, the prevalence of T1DM among children and adolescents equates to over 1 million people currently affected [<xref ref-type="bibr" rid="ref4">4</xref>]. Continuous glucose monitoring (CGM) has been found to have a positive impact on young people’s health-related quality of life [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>]; therefore, technology-supported care approaches specifically for children and adolescents continue to be developed and improved [<xref ref-type="bibr" rid="ref7">7</xref>]. Further adaptation of diabetes technology for use by young people and their caregivers can optimize diabetes management and outcomes from an early age. Insight into the experiences of young people and their caregivers of using devices to manage T1DM is essential to guide device developers and health care professionals to optimize the use and function of these technologies [<xref ref-type="bibr" rid="ref8">8</xref>,<xref ref-type="bibr" rid="ref9">9</xref>].</p>
      </sec>
      <sec>
        <title>Diabetes Management in Youth</title>
        <p>Disease management at an early age requires interdisciplinary care coordination between the child, the parents/family, the health care professional team [<xref ref-type="bibr" rid="ref10">10</xref>], and others involved in care, such as teachers [<xref ref-type="bibr" rid="ref11">11</xref>]. The diagnosis of diabetes at a young age is frequently accompanied by psychological stress in both the child or adolescent and parents related to the disease management demands (24 hours a day, 7 days a week), including the integration of complex treatment regimens [<xref ref-type="bibr" rid="ref12">12</xref>] and fear of the consequences of poor blood glucose control, particularly hypoglycemia [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>]. For adolescents, diabetes management can be a major challenge as a consequence of growing independence from parents, increasing complexity of daily activities (eg, managing diabetes technology), the added psychological demands associated with this age including peer pressure [<xref ref-type="bibr" rid="ref11">11</xref>], and the pubertal physiological changes in the body.</p>
      </sec>
      <sec>
        <title>Technology for Diabetes Management</title>
        <p>To achieve optimal blood glucose control, adolescents with T1DM have to manage the following three key components: (1) glucose monitoring, (2) insulin delivery, and (3) means of communication between (1) and (2). Exogenous insulin administration into subcutaneous tissues by insulin injection or infusion by pump is informed by measurement of either blood glucose or subcutaneous interstitial fluid glucose. Such treatment is necessary to avoid short-term complications (eg, hypoglycemic events and diabetic ketoacidosis) and long-term complications (eg, diabetic retinopathy and nephropathy) [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref15">15</xref>]. For glucose monitoring, the choices include finger stick blood sampling for self-monitoring of blood glucose (SMBG) and/or continuous subcutaneous interstitial fluid glucose measurement with real-time access using CGM systems and/or intermittent access using flash glucose monitoring (FGM) systems. The choices for insulin delivery are multiple dose injections or continuous subcutaneous insulin infusion (CSII) by pump [<xref ref-type="bibr" rid="ref16">16</xref>]. All combinations of glucose monitoring and insulin delivery devices are used in current practice [<xref ref-type="bibr" rid="ref17">17</xref>]. Until recently, there were no direct electronic means of communication between the glucose monitoring and insulin delivery systems, such that a young person with diabetes or a parent/caregiver would need to make all decisions. New technology, however, has brought new means of communication between glucose sensing devices, people with diabetes, and insulin delivery systems [<xref ref-type="bibr" rid="ref16">16</xref>]. Safety features, such as “suspend before low,” and glucose sensing-insulin infusion closed loop (CL) systems, can now be used. Hybrid closed loop (HCL) systems, in which the operating person provides some information into the otherwise CL system, such as carbohydrate intake amount that triggers an insulin bolus, are now commercially available. <xref ref-type="table" rid="table1">Table 1</xref> provides a comprehensive technology overview [<xref ref-type="bibr" rid="ref18">18</xref>-<xref ref-type="bibr" rid="ref25">25</xref>].</p>
        <p>Previous reviews on diabetes technology have mostly focused on the effectiveness or efficacy of the technology in adult populations [<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref28">28</xref>], with some also including youth [<xref ref-type="bibr" rid="ref29">29</xref>]. While various studies have focused on experiences with diabetes technology and particularly experiences with technology in young people with T1DM, reviews of such study findings are still lacking. Therefore, this systematic integrative review aimed to describe the breadth of experiences and perspectives on diabetes technology use among adolescents with T1DM and their caregivers.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Explanations of diabetes technology abbreviations and systems.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="250"/>
            <col width="100"/>
            <col width="650"/>
            <thead>
              <tr valign="top">
                <td>Technology</td>
                <td>Acronym</td>
                <td>Explanation</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Real-time continuous glucose monitoring</td>
                <td>RT-CGM</td>
                <td>This device has a glucose sensor that measures the wearer’s levels of glucose in the interstitial fluid. A signal transmits continuously via radio frequency to a receiver, where the user can see glucose levels in real-time intervals of a few minutes [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref19">19</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Continuous subcutaneous insulin infusion</td>
                <td>CSII</td>
                <td>This form of insulin therapy has been in use for some time. Short-acting insulin is provided through a pump. The dose is adjusted to meet the individual user’s insulin needs, established with experience over time [<xref ref-type="bibr" rid="ref19">19</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Cell phone glucose monitoring</td>
                <td>CPGM</td>
                <td>This cell phone–based system transmits the user’s blood glucose levels to a host computer, which is monitored by a health care professional [<xref ref-type="bibr" rid="ref20">20</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Flash glucose monitoring</td>
                <td>FGM</td>
                <td>This device has a sensor that monitors the user’s levels of glucose in interstitial fluid. The user physically swipes a reader device over the sensor to transmit a real-time glucose level and 8 hours of retrospective data, including a trend line [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref22">22</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Hybrid closed loop system</td>
                <td>HCL</td>
                <td>The system is a package comprised of an insulin pump and a CGM<sup>a</sup> system. It can function in the following two different modes: “auto mode” (CL<sup>b</sup>) and “manual mode” (HCL<sup>c</sup>). In CL (auto mode), basal insulin delivery is automatically adjusted in response to CGM levels that are transmitted to the insulin pump. CL is sometimes also called “artificial pancreas” as it requires minimal input from the user. In HCL (manual mode), preprogrammed insulin doses are infused throughout the day, and users must manually deliver bolus doses at meal times and other times to correct blood glucose levels [<xref ref-type="bibr" rid="ref23">23</xref>,<xref ref-type="bibr" rid="ref24">24</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Multiple dose injection therapy</td>
                <td>MDI</td>
                <td>This system of insulin delivery has been in use for a long time. It involves subcutaneous injections of either long- or rapid-acting insulin. Long-acting insulin is usually injected once or twice daily and rapid-acting insulin is injected at meal times [<xref ref-type="bibr" rid="ref25">25</xref>].</td>
              </tr>
              <tr valign="top">
                <td>Sensor-augmented pump therapy</td>
                <td>SAPT</td>
                <td>This system combines CSII and CGM. The glucose sensor is introduced directly into the CSII, and as the name indicates, augments insulin pump therapy [<xref ref-type="bibr" rid="ref19">19</xref>].</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>continuous glucose monitoring.</p>
            </fn>
            <fn id="table1fn2">
              <p><sup>b</sup>closed loop.</p>
            </fn>
            <fn id="table1fn3">
              <p><sup>c</sup>hybrid closed loop.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Review Design</title>
        <p>This systematic literature review was based on the design synthesis methods of the Evidence for Policy and Practice Information Centre (EPPI-Centre) [<xref ref-type="bibr" rid="ref30">30</xref>] and the integrative review methodology described by Whittemore and Knafl [<xref ref-type="bibr" rid="ref31">31</xref>]. Integrative reviews enable the synthesis of data from diverse sources (qualitative and quantitative) to provide a broad and holistic understanding of the subjective and objective elements of a topic, including context, processes, and outcomes [<xref ref-type="bibr" rid="ref31">31</xref>]. Integrated thematic analysis of data guided a narrative synthesis of the results. Data from qualitative, quantitative, and mixed methods studies were included in this narrative synthesis. The review was registered with PROSPERO (registration number: CRD42019125351).</p>
      </sec>
      <sec>
        <title>Patient and Public Involvement</title>
        <p>In the true spirit of patient and public involvement in research, our team included academics, clinicians, three young people with T1DM, and two of their parents. All team members have contributed to this review, including identifying appropriate search terms, assisting with data extraction and data analysis, and providing comments on various drafts of the manuscript.</p>
      </sec>
      <sec>
        <title>Search Strategy</title>
        <p>We searched PubMed, CINAHL, MEDLINE, Scopus, ProQuest, and Web of Science (search in title/abstract). The search string included the following keywords: (“Type 1 diabetes” OR “insulin dependent diabetes mellitus” OR “juvenile diabetes”) AND (“self manage*” OR “self measur*” OR “self monitor*”) AND (adolescent OR children) AND experienc*. We did not use the term “technology” or a similar term in the search string because this limited the results considerably (a comparison was conducted). The reference lists of included studies were searched to include studies that did not appear in the database search. The Cochrane software Covidence [<xref ref-type="bibr" rid="ref32">32</xref>] was used to assist in the systematic review process from screening to data extraction.</p>
      </sec>
      <sec>
        <title>Inclusion/Exclusion Criteria</title>
        <p>Owing to the lack of age specification in many studies, we included studies with participants aged 12 to 25 years to ensure we captured adolescents, who were our primary interest. Studies that focused on parents’ or caregivers’ experiences of caring for a young person with T1DM were also included. We included peer-reviewed studies conducted in any country and in English language from 2009 to early 2019. We excluded randomized controlled trials (RCTs) owing to the integrative narrative scope of the review, which aimed to understand experiences rather than efficacy and effectiveness of technology. Other systematic reviews, conference abstracts, and grey literature were excluded.</p>
      </sec>
      <sec>
        <title>Screening and Quality Assessment</title>
        <p>Selected studies were reviewed independently by two researchers, based first on the title and abstract and then on full-text review. Conflicts were resolved through discussion with a third independent reviewer. A full-text quality appraisal was performed independently by two reviewers using the Mixed Methods Appraisal Tool (MMAT) [<xref ref-type="bibr" rid="ref33">33</xref>].</p>
      </sec>
      <sec>
        <title>Data Analysis</title>
        <p>We combined the study findings in a thematic narrative synthesis. Differences by technologies (CGM, cell phone glucose monitoring [CPGM], FGM, HCL, CL, insulin pumps/bolus advisors, and sensor-augmented pump therapy [SAPT]) were identified within the narrative. Owing to the integrative narrative character of our review, we did not conduct a meta-analysis or report statistical results. This is in line with the narrative synthesis method used in previous systematic reviews [<xref ref-type="bibr" rid="ref34">34</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]. We used the quality assessment of the respective studies/papers (MMAT) to ensure credibility of the papers.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Data Extraction and Synthesis</title>
        <p>Of 528 identified references, 59 were selected for full-text review. A total of 17 studies were included. Of these, seven studies used qualitative research methods [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref43">43</xref>], four used quantitative methods [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref44">44</xref>-<xref ref-type="bibr" rid="ref46">46</xref>], and six used mixed method designs [<xref ref-type="bibr" rid="ref47">47</xref>-<xref ref-type="bibr" rid="ref52">52</xref>], with only the quantitative component [<xref ref-type="bibr" rid="ref50">50</xref>] or qualitative component [<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] of three studies included (<xref rid="figure1" ref-type="fig">Figure 1</xref>).</p>
        <p>Data were extracted to summarize study characteristics, including study descriptors, technology used, study aims, methods, main findings, and included themes (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). Data were coded into categories that were classified into eight themes following in-depth discussion and comparison. These themes were representative of common experiences described in the included studies. These provided a structure to systematically examine and discuss the evidence.</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram.</p>
          </caption>
          <graphic xlink:href="diabetes_v6i1e20973_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <p>Included studies were from the United States (n=7) [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref50">50</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], United Kingdom (n=5) [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref47">47</xref>,<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref51">51</xref>], Canada (n=2) [<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], New Zealand (n=1) [<xref ref-type="bibr" rid="ref40">40</xref>], France (n=1) [<xref ref-type="bibr" rid="ref46">46</xref>], and Australia (n=1) [<xref ref-type="bibr" rid="ref45">45</xref>]. Study methodology included in-depth or semistructured face-to-face interviews [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], surveys and questionnaires [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref44">44</xref>-<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref50">50</xref>-<xref ref-type="bibr" rid="ref52">52</xref>], focus groups [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], and analysis of online blog posts and comments [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]. Experiences with technologies examined included studies on CGM [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref49">49</xref>-<xref ref-type="bibr" rid="ref52">52</xref>], FGM [<xref ref-type="bibr" rid="ref46">46</xref>], CPGM [<xref ref-type="bibr" rid="ref20">20</xref>], insulin pump therapy and bolus advisers [<xref ref-type="bibr" rid="ref43">43</xref>], CSII [<xref ref-type="bibr" rid="ref45">45</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], and HCL/CL [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref48">48</xref>]. Some studies included experiences of using insulin pumps and/or CGM [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref47">47</xref>]. Study sample sizes ranged from 6 to 347, with participants comprised of parents and young people, with ages ranging from 4 to 24 years.</p>
      </sec>
      <sec>
        <title>Quality Assessment</title>
        <p>The consensus rating for all studies on bias was low risk, and thus, none of the 17 studies needed to be excluded because of high risk of bias (<xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>).</p>
      </sec>
      <sec>
        <title>Thematic Results</title>
        <p>People’s experiences with devices were described within eight themes that included expectations prior to device use on one hand and usage experiences on the other hand. The themes were as follows: (1) expectations of the technology prior to use, (2) impact on sleep and overnight experiences, (3) experiences with alarms, (4) impact on relationships and independence, (5) perceived impact on blood glucose control, (6) device design and features (quality: equipment and size; data and trends: visualization, accuracy, and calibration; invasiveness), (7) cost, and (8) user satisfaction (<xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>).</p>
        <sec>
          <title>Expectations of the Technology Prior to Use</title>
          <p>Adolescents expected HCL technology to be self-sufficient, believing it would provide a hands-off experience and live up to its name of an “artificial pancreas,” thereby giving them a break from managing diabetes [<xref ref-type="bibr" rid="ref37">37</xref>]. Both parents and young people expected that HCL [<xref ref-type="bibr" rid="ref37">37</xref>], SAPT/CGM/pump [<xref ref-type="bibr" rid="ref41">41</xref>], and CPGM [<xref ref-type="bibr" rid="ref20">20</xref>] would reduce the burden of diabetes in their lives. Prior to the use of CL technology, more than half of adolescents and parents reported an expectation of feeling safe when using CL systems, and some parents anticipated that their sleep would be better [<xref ref-type="bibr" rid="ref48">48</xref>]. However, half of both groups anticipated a negative impact on their usual care routines [<xref ref-type="bibr" rid="ref48">48</xref>]. At the same time, adolescents worried that CL would draw more attention to their diabetes [<xref ref-type="bibr" rid="ref48">48</xref>].</p>
          <p>Potential users of SAPT expected increased spontaneity and independence, feelings of normality, improved physical performance, and minimized SMBG, as well as reduced hypoglycemic and hyperglycemic episodes in adolescents [<xref ref-type="bibr" rid="ref42">42</xref>]. Parents expected SAPT to simplify diabetes management and to enable a “normal” life for their child, while adolescents expected that CGM and insulin pump data sharing would reduce parental anxiety at night [<xref ref-type="bibr" rid="ref40">40</xref>].</p>
          <p>Parents believed that SAPT could serve as a second pair of eyes (safety mechanism), especially at night, and that it would help optimize the child’s glycemic control (as measured by HbA<sub>1c</sub>) to prevent future complications, alleviate stress in the parent-child relationship, and reduce their own anxiety [<xref ref-type="bibr" rid="ref42">42</xref>]. In general, it was expected that CGM would make life easier for both parents and T1DM children [<xref ref-type="bibr" rid="ref49">49</xref>], and excitement was expressed about new CGM and pump devices owing to expectations that they might reduce the T1DM management burden [<xref ref-type="bibr" rid="ref41">41</xref>].</p>
        </sec>
        <sec>
          <title>Perceived Impact on Sleep and Overnight Experiences</title>
          <p>Seven studies reported results related to overnight device use, including studies on CGM [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref47">47</xref>,<xref ref-type="bibr" rid="ref49">49</xref>-<xref ref-type="bibr" rid="ref51">51</xref>], and CL [<xref ref-type="bibr" rid="ref48">48</xref>] or HCL devices [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref48">48</xref>]. Young participants with T1DM using HCL/CL devices and their parents described waking up feeling better [<xref ref-type="bibr" rid="ref48">48</xref>], with glucose levels in range [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref48">48</xref>], the benefits of which had an enduring positive effect throughout the day [<xref ref-type="bibr" rid="ref48">48</xref>]. More stable blood glucose resulted in fewer alarms at night when using CL [<xref ref-type="bibr" rid="ref48">48</xref>] or HCL [<xref ref-type="bibr" rid="ref37">37</xref>], and reduced fear of hypoglycemia. Similarly, for (standalone) CGM systems, improved night-time diabetes management, a feeling of safety and reduced fear, and improved sleep were reported [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref49">49</xref>-<xref ref-type="bibr" rid="ref51">51</xref>]. Easy access to sensor glucose levels at night increased knowledge [<xref ref-type="bibr" rid="ref38">38</xref>] and resulted in improved self-management confidence [<xref ref-type="bibr" rid="ref50">50</xref>].</p>
          <p>Some parents in the Health Quality Ontario study [<xref ref-type="bibr" rid="ref49">49</xref>] reported that despite known long-term risks, before using CGM, they had deliberately kept their child’s blood glucose level high before sleep to avoid overnight hypoglycemic episodes. The use of CGM had enabled better management decisions, including the cessation of this practice. Some parents in this and other studies about CGM stated that the device had saved their child’s life overnight [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Parents also reported disrupted sleep related to CGM due to either false alarms or fear of hypoglycemic events [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref47">47</xref>].</p>
        </sec>
        <sec>
          <title>Alarms</title>
          <p>Experiences reported about alarms referred to CGM [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref47">47</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], and HCL systems [<xref ref-type="bibr" rid="ref37">37</xref>]. Parents and young people reported a sense of reassurance and safety with CGM alarms, in the knowledge that they provided protection against hypoglycemic episodes [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref49">49</xref>]. Caregivers of children under 18 years of age using CGM found alarms useful in understanding the trending direction of glucose levels [<xref ref-type="bibr" rid="ref51">51</xref>]. Both CGM [<xref ref-type="bibr" rid="ref49">49</xref>] and HCL [<xref ref-type="bibr" rid="ref37">37</xref>] device alarms were considered particularly useful for overnight management. A small number of young people and parents using CGM reported that alarms were the best thing about the device [<xref ref-type="bibr" rid="ref52">52</xref>]. Users of an HCL system [<xref ref-type="bibr" rid="ref37">37</xref>] reported fewer overnight interruptions from alarms due to fewer out of range glucose levels.</p>
          <p>The benefits of alarms were accompanied by a variety of challenges. HCL users found responding to alarms burdensome [<xref ref-type="bibr" rid="ref37">37</xref>]. In the Health Quality Ontario study, alarm fatigue amongst adolescents was reported as the most common barrier to the use of CGM [<xref ref-type="bibr" rid="ref49">49</xref>]. Parents in two studies reported that their children found CGM alarms disruptive during school, which caused some young people to turn them off, impeding optimum diabetes management [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. In one study, parents reported that their children felt nagged by CGM alarms and that they constituted a constant reminder of diabetes in their lives [<xref ref-type="bibr" rid="ref38">38</xref>]. Interference in daily routine from CGM alarms was reported by more than one-third of participants in a study of young people aged 3 to 25 years [<xref ref-type="bibr" rid="ref44">44</xref>]. For some parents, alarms were perceived as a sign of their own failure to achieve optimal glycemic control for their child [<xref ref-type="bibr" rid="ref38">38</xref>].</p>
          <p>Both parents and young people reported disrupted sleep related to CGM alarms. In a study of 100 parents of children with T1DM using CGM and insulin pumps [<xref ref-type="bibr" rid="ref47">47</xref>], the majority of parents reported waking due to the technology, with more than half woken at least four times a week [<xref ref-type="bibr" rid="ref47">47</xref>], and for one-third of these, the main reason was CGM alarms. Despite CGM alarms, one-fifth of these parents were still fearful of overnight hypoglycemia, and while false alarms were uncommon, they were reported by one-quarter of the parents [<xref ref-type="bibr" rid="ref47">47</xref>]. Waking due to alarms was reported as frustrating for SAPT users because it was frequently unclear why they went off (whether it was serious or not) [<xref ref-type="bibr" rid="ref42">42</xref>]. Moreover, alarms went off at inconvenient times and drew attention to the young person, which was perceived as embarrassing [<xref ref-type="bibr" rid="ref42">42</xref>].</p>
        </sec>
        <sec>
          <title>Perceived Impact of Device Use on Relationships and Independence</title>
          <p>Eight studies on CL [<xref ref-type="bibr" rid="ref48">48</xref>], HCL [<xref ref-type="bibr" rid="ref37">37</xref>], CPGM [<xref ref-type="bibr" rid="ref20">20</xref>], CGM [<xref ref-type="bibr" rid="ref38">38</xref>-<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref51">51</xref>], and SAPT [<xref ref-type="bibr" rid="ref42">42</xref>] discussed the impact that devices had on relationships, and nine studies on CPGM [<xref ref-type="bibr" rid="ref20">20</xref>], HCL [<xref ref-type="bibr" rid="ref37">37</xref>], CGM [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], FGM [<xref ref-type="bibr" rid="ref46">46</xref>], and pump/bolus advisors [<xref ref-type="bibr" rid="ref43">43</xref>] examined devices and independence of young people in their disease management.</p>
          <p>Data sharing oscillated between providing a sense of independence and being a cause of conflict and resentment [<xref ref-type="bibr" rid="ref39">39</xref>]. On one hand, adolescents and parents felt that SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], CGM [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>], insulin pumps/bolus advisors [<xref ref-type="bibr" rid="ref43">43</xref>], or CPGM [<xref ref-type="bibr" rid="ref20">20</xref>] increased the young individual’s independence and autonomy in managing diabetes as parents did not have to be as hands on as before. This also reduced stress for parents [<xref ref-type="bibr" rid="ref20">20</xref>] and allowed youth to participate in various leisure activities such as sleepovers, camps, and sports [<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Young people were grateful for the capacity that CGM [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] and HCL [<xref ref-type="bibr" rid="ref37">37</xref>] systems enabled for increased independence and better quality of life, boosting their confidence to try new things and to be more active [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. The devices offered freedom to live life in near normality [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Parents also felt that CGM allowed their children to have a sense of safety and of not being alone [<xref ref-type="bibr" rid="ref39">39</xref>]. Similarly, HCL was reported to result in improved relationships [<xref ref-type="bibr" rid="ref37">37</xref>] and CL was reported to result in opportunities to talk to people about diabetes (owing to device visibility) [<xref ref-type="bibr" rid="ref48">48</xref>].</p>
          <p>On the other hand, experiences with SAPT included feelings of being tracked and spied on (adolescents) and fear of losing control (parents) [<xref ref-type="bibr" rid="ref42">42</xref>]. One study that analyzed blogposts from 16 parents of children with T1DM reported that data sharing complicated relationships with a noticeable shift in dependence when adolescents learned to manage their diabetes and parental concerns were perceived as intrusive [<xref ref-type="bibr" rid="ref39">39</xref>]. In another study about living with SAPT, while some parents reported a desire for their children to use SAPT for “their own peace of mind” [<xref ref-type="bibr" rid="ref42">42</xref>], they also recognized the negative emotional impact on their child of being accountable for self-management 24 hours a day, and acquiesced to their child’s request to abandon the use of CGM as part of SAPT [<xref ref-type="bibr" rid="ref42">42</xref>]. These reasons resulted in some parents and children deliberately refraining from sharing data or at least discussing the boundaries of data sharing [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. Some teenagers preferred to share CGM data with friends they trusted rather than with their parents [<xref ref-type="bibr" rid="ref39">39</xref>]. In general, parents referred more to partnerships than did young people, approaching management with CGM and insulin pumps as a team, encouraging, and cheerleading, although they were also aware that adolescents often perceived this as nagging [<xref ref-type="bibr" rid="ref47">47</xref>].</p>
        </sec>
        <sec>
          <title>Perceived Impact on Blood Glucose Levels</title>
          <p>Participants in nine of the included studies reported that using technologies had a positive impact on blood glucose management [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>-<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Steadier blood glucose levels were reported when using HCL [<xref ref-type="bibr" rid="ref37">37</xref>], and improved blood glucose control was noted with CL [<xref ref-type="bibr" rid="ref48">48</xref>] and CGM use [<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>], with reduced frequency and severity of hypoglycemic events in CGM users [<xref ref-type="bibr" rid="ref47">47</xref>], as well as lower HbA<sub>1c</sub> levels when using CPGM [<xref ref-type="bibr" rid="ref20">20</xref>] and FGM [<xref ref-type="bibr" rid="ref46">46</xref>]. The majority of caregivers surveyed about the use of both CGM and CSII reported improvements in achieving glycemic targets [<xref ref-type="bibr" rid="ref47">47</xref>]. Users reported greater confidence and reassurance (CL) [<xref ref-type="bibr" rid="ref48">48</xref>], and better management decisions (CGM) [<xref ref-type="bibr" rid="ref49">49</xref>]. Better management also meant less likely over-correction of lows/highs (CGM) [<xref ref-type="bibr" rid="ref38">38</xref>]. Reduced hypoglycemia-related anxiety was one of the most common perceived benefits of CGM [<xref ref-type="bibr" rid="ref44">44</xref>]. Overall, parents described CGM as an empowering and motivating tool to fine-tune blood glucose control [<xref ref-type="bibr" rid="ref38">38</xref>].</p>
        </sec>
        <sec>
          <title>Experiences Related to Device Design and Features</title>
          <p>Participants in 15 studies discussed device design features in terms of device quality [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref40">40</xref>-<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], data characteristics [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], and discomfort [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>].</p>
          <sec>
            <title>Device Quality: Equipment and Size</title>
            <p>One commonly reported disadvantage of CGM [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], and CL [<xref ref-type="bibr" rid="ref48">48</xref>] was bulky and heavy sensors and devices. Adolescents experienced challenges with device size and visibility to peers, and described SAPT devices as “ugly” [<xref ref-type="bibr" rid="ref42">42</xref>]. Managing and wearing additional devices, with increased responsibility, workload, and “hassle,” were reported as parental concerns for CGM [<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] and SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], and for young people, it was a constant reminder of living with T1DM [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>]. In addition, participants did not like the need for CGM backup equipment [<xref ref-type="bibr" rid="ref40">40</xref>] or second cannulas for CL systems [<xref ref-type="bibr" rid="ref48">48</xref>].</p>
            <p>CGM sensor failures and technical problems, such as sensor cut out and false low values when sleeping on the sensor, were reported [<xref ref-type="bibr" rid="ref51">51</xref>], in addition to poor FGM [<xref ref-type="bibr" rid="ref46">46</xref>], HCL [<xref ref-type="bibr" rid="ref37">37</xref>], and SAPT [<xref ref-type="bibr" rid="ref42">42</xref>] sensor adhesion (additional tape needed to secure devices) [<xref ref-type="bibr" rid="ref46">46</xref>] and CGM buttons or power port covers falling off [<xref ref-type="bibr" rid="ref41">41</xref>]. Children and adolescents had mostly positive experiences with CSII and planned to continue its use as adults [<xref ref-type="bibr" rid="ref45">45</xref>]. Young people liked that pumps did not require multiple insulin injections [<xref ref-type="bibr" rid="ref40">40</xref>].</p>
          </sec>
          <sec>
            <title>Data Trends</title>
            <p>Data trends and graphs allowed visualization of changing glucose levels, which made CGM superior to SMBG [<xref ref-type="bibr" rid="ref38">38</xref>], made understanding CPGM trends easier for youth [<xref ref-type="bibr" rid="ref20">20</xref>], allowed parents to adjust dosage immediately [<xref ref-type="bibr" rid="ref49">49</xref>], enabled CGM users “to self-correct out-of-range glucose levels” [<xref ref-type="bibr" rid="ref52">52</xref>], and translated retrospective CGM data analysis into better understanding of diabetes for informed future decisions [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Yet, constant streaming of CGM data was described as overwhelming at times, and parents and children found that they needed to establish a routine for using the data [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Difficulties interpreting CGM [<xref ref-type="bibr" rid="ref51">51</xref>] and SAPT [<xref ref-type="bibr" rid="ref42">42</xref>] data and graphs were also reported. One study of young people’s use of CL reported that parents found greater value in the graphs and trends than did adolescents (CL) [<xref ref-type="bibr" rid="ref48">48</xref>].</p>
          </sec>
          <sec>
            <title>Data Lag</title>
            <p>Device accuracy and the paradox of inaccurate data due to lag time between the interstitial and capillary blood glucose levels was a key challenge for one-quarter of FGM users [<xref ref-type="bibr" rid="ref46">46</xref>], with some choosing to discontinue use because of this [<xref ref-type="bibr" rid="ref46">46</xref>]. The data lag time created a feeling of data distrust for users of CGM [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] and SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], who resorted to SMBG to clarify high and low readings [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]. Data distrust caused frustration for adolescents who had previously relied on their embodied experiences to understand blood glucose levels but began doubting their decision-making ability [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. Other studies reported that caregivers thought CGM had good data accuracy [<xref ref-type="bibr" rid="ref41">41</xref>] or that CPGM data were accurate [<xref ref-type="bibr" rid="ref20">20</xref>].</p>
          </sec>
          <sec>
            <title>Connectivity and Calibration</title>
            <p>Parents of young users of CL reported that connectivity and device calibration were the worst aspects of use [<xref ref-type="bibr" rid="ref48">48</xref>]. Recalibration was perceived as a burden or as frustrating by CGM [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], CL [<xref ref-type="bibr" rid="ref48">48</xref>], and HCL [<xref ref-type="bibr" rid="ref37">37</xref>] users. In addition to calibration, users of HCL technology found that the amount of information to be entered about meals, boluses, and corrective insulin dosages was burdensome [<xref ref-type="bibr" rid="ref37">37</xref>].</p>
          </sec>
          <sec>
            <title>Discomfort Related to Devices</title>
            <p>Young people reported that the insertion of CGM [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], SAPT [<xref ref-type="bibr" rid="ref42">42</xref>], and FGM [<xref ref-type="bibr" rid="ref46">46</xref>] sensors was painful or irritating. For some CGM/pump [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref49">49</xref>] and FGM [<xref ref-type="bibr" rid="ref46">46</xref>] users, this resulted in reluctance for both future insertion and removal of the sensor, and in discontinued device use [<xref ref-type="bibr" rid="ref46">46</xref>]. Yet, reduced finger pricking was seen as an advantage of CGM [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref51">51</xref>] and sometimes was the motivation to use new technology (eg, FGM) [<xref ref-type="bibr" rid="ref46">46</xref>]. Overall, complaints about CGM (including calibration, size, and difficulty inserting the device) were tempered with an emphasis on the benefits users experienced, which they believed outweighed any disadvantages [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref51">51</xref>].</p>
          </sec>
        </sec>
        <sec>
          <title>Financial Cost</title>
          <p>Four studies from New Zealand [<xref ref-type="bibr" rid="ref40">40</xref>], Canada [<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], and the United Kingdom [<xref ref-type="bibr" rid="ref51">51</xref>] considered the financial cost of SAPT/insulin pumps and CGM devices. Cost issues were cited as the main reason for interrupting or ceasing FGM use in a French study [<xref ref-type="bibr" rid="ref46">46</xref>] and as a reason for not using CPGM in the United States [<xref ref-type="bibr" rid="ref20">20</xref>]. Parents and adolescents were described as “living worried,” being faced with the stressor of reconciling affordability of SAPT devices with everyday living costs [<xref ref-type="bibr" rid="ref42">42</xref>]. Parents reported that CGM/SAPT was too expensive to fund themselves owing to the high ongoing supply requirements [<xref ref-type="bibr" rid="ref42">42</xref>] and the short life span of replaceable sensors [<xref ref-type="bibr" rid="ref49">49</xref>]. Some used CGM sensors longer than recommended to save money [<xref ref-type="bibr" rid="ref49">49</xref>]. In Canada, lack of insurance and/or government funding for CGM compared to insulin pumps was cited as a barrier to uptake [<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref49">49</xref>]. If asked to choose between an insulin pump and CGM, some parents opted for CGM since they considered continuous data and information more valuable than the flexibility offered by a pump [<xref ref-type="bibr" rid="ref49">49</xref>].</p>
        </sec>
        <sec>
          <title>Satisfaction With the Technology</title>
          <p>One US study of 208 youth aged 8 to 18 years and their parents [<xref ref-type="bibr" rid="ref52">52</xref>] measured satisfaction using the Continuous Glucose Monitoring Satisfaction Scale (CGM-SAT), which includes 5-point Likert subscales on the “benefits of CGM” and “hassles of CGM.” Parents’ and adolescents’ responses were compared, as was CGM use in terms of days per week. Overall, satisfaction with CGM technology was higher for parents compared to young people [<xref ref-type="bibr" rid="ref52">52</xref>]. Frequent users who used CGM for over 6 days per week reported considerably higher satisfaction compared with those who used CGM for less than 4 days per week [<xref ref-type="bibr" rid="ref52">52</xref>]. In another US study, among 35 families using the mySentry CGM system [<xref ref-type="bibr" rid="ref50">50</xref>], parents reported high levels of satisfaction with overnight monitoring of their child’s glucose levels. In a French study of 347 FGM users aged 0 to 18 years, overall satisfaction was high, with two-thirds of users reporting being satisfied [<xref ref-type="bibr" rid="ref46">46</xref>]. The most frequent motive for dissatisfaction with FGM was the absence of real-time alerts [<xref ref-type="bibr" rid="ref46">46</xref>]. Regarding CL technology, overall, there were favorable responses in terms of impact and satisfaction [<xref ref-type="bibr" rid="ref48">48</xref>].</p>
        </sec>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>The eight themes that emerged from our review of the 17 included studies illustrate the impacts of diabetes and the associated use of technology on various aspects of young people’s and their caregivers’ lives.</p>
        <p>Our results showed that expectations prior to technology use could be split into expectations that could not be met with the current state of the technology (eg, artificial pancreas [<xref ref-type="bibr" rid="ref37">37</xref>]) and expectations that were pretty much mirrored by the reported experiences (eg, improved safety). Experiences partly depended on the particular technology used. The majority of the papers focused on CGM and/or insulin pumps, with some reporting experiences specific to the respective devices (eg, CGM sensor accuracy/failure). However, as the results for CGM and insulin pumps are frequently reported together, further research is needed to examine if the difference in the devices is a key factor in user experiences.</p>
        <p>Sleep disturbances due to alarms in youth and caregivers, and overnight management have been reported as major challenges in T1DM management in previous research [<xref ref-type="bibr" rid="ref53">53</xref>], along with anxiety and fear of hypoglycemia in both youth and their caregivers [<xref ref-type="bibr" rid="ref54">54</xref>]. Efficient and reliable hypoglycemia alert systems that do not disrupt sleep to an extent that affects overall management still have to be developed.</p>
        <p>While parents are solely responsible for disease management of young children, the dynamics of care coordination change in adolescence, requiring fine balancing of parental support and involvement [<xref ref-type="bibr" rid="ref11">11</xref>]. Adolescence is a time when children seek to achieve increasing independence and to separate emotionally from their parents, prioritizing relationships with their age peers. During this time, diabetes can impact the many important relationships of young people, including relationships with their parents, health professionals, teachers, and peers [<xref ref-type="bibr" rid="ref20">20</xref>]. Our results indicate that automatized monitoring systems and insulin pumps offer potential for greater independence in adolescents and reduce the ongoing monitoring and management burden for parents [<xref ref-type="bibr" rid="ref55">55</xref>]. At the same time, technologies can negatively affect the relationship between adolescents and their caregivers (eg, data sharing complicates relationships). Young people’s expectations of technology often diverge from those of their caregivers, and priorities are set differently (eg, independence versus reduced fear of hypoglycemia and improved sleep). Moreover, stigmatization [<xref ref-type="bibr" rid="ref56">56</xref>] and judgement [<xref ref-type="bibr" rid="ref57">57</xref>] by family members or peers can affect relationships and overall diabetes management. Thus, the nature of relationships between young people with T1DM and their caregivers, peers, and health professionals needs to be accounted for in the design of these technologies, particularly the relationship between youth with T1DM and their parents, which is characterized by a fine balance between autonomy and dependence (interdependence, also termed as transactional) [<xref ref-type="bibr" rid="ref58">58</xref>]. Reliable devices are needed to engender trust and encourage practices that optimize diabetes management, avoiding risky behaviors that were reported by some participants in this review (eg, parents allowing higher than desirable blood glucose levels to avoid overnight hypoglycemia) [<xref ref-type="bibr" rid="ref59">59</xref>].</p>
        <p>Diabetes technology has been shown to be effective in improving metabolic control [<xref ref-type="bibr" rid="ref6">6</xref>] in young people with T1DM at an early stage of the disease, preventing long-term complications (referred to as “metabolic memory”) [<xref ref-type="bibr" rid="ref60">60</xref>]. Similar to studies of CGM, HCL, and CL in our review, previous research has found that technology can improve the quality of life of children and adolescents [<xref ref-type="bibr" rid="ref6">6</xref>]. Technology holds potential to facilitate self-management in a way that reduces the effects of the disease on daily life, balancing daily activities with diabetes self-management demands and decreasing psychological pressure, stressors, and fear [<xref ref-type="bibr" rid="ref61">61</xref>]. This holds great promise for adolescents, a high proportion of whom are distressed about diabetes and thus have suboptimal diabetes outcomes [<xref ref-type="bibr" rid="ref62">62</xref>,<xref ref-type="bibr" rid="ref63">63</xref>].</p>
        <p>Successful diabetes technology use and improved self-care, which are reflected in improved blood glucose levels, can be achieved when individual empowerment is promoted [<xref ref-type="bibr" rid="ref64">64</xref>,<xref ref-type="bibr" rid="ref65">65</xref>]. Thus, a particular focus should be put on empowerment practices when designing diabetes technology for self-management. This can be achieved through user-centric design, which can aid in removing barriers to use at the same time, enabling the development of systems that are suitable for long-term use [<xref ref-type="bibr" rid="ref66">66</xref>]. User expectations and preferences in technology design need to be accounted for (eg, reduction in device size and improved device quality as mentioned in our review).</p>
        <p>Cost and funding issues hindered technology uptake and potential T1DM self-care in the included studies. While government subsidies are available for blood glucose meters in New Zealand, users in our review reported frequent changes by the government, which forced them to acquire newer and cheaper devices more prone to inaccurate measurements. Lack of insurance and/or government funding for CGM systems in Canada and the United Kingdom, and for CPGM systems in the United States [<xref ref-type="bibr" rid="ref20">20</xref>] has been reported as an uptake barrier in the studies included in our review. FGM became reimbursable in France under the French National Health Insurance program in 2017 [<xref ref-type="bibr" rid="ref46">46</xref>]. In Australia, subsidized schemes of CGM for children and adolescents have been expanded by the government to include FGM starting from 2020, but for many, these schemes cut out at the age of 21 years [<xref ref-type="bibr" rid="ref67">67</xref>]. This shows that funding for new diabetes technology varies widely among countries, impacting technology uptake and use.</p>
        <p>Despite a variety of reported challenges in using technologies to manage T1DM, overall, the studies in our review examining satisfaction with use reported high levels of satisfaction, and benefits were predominant. This is congruent with previous research that found new technology use is frequently accompanied with increased satisfaction with the technology when compared to multiple dose injections and SMBG [<xref ref-type="bibr" rid="ref68">68</xref>].</p>
        <p>Owing to its perceived benefits, there is a growing desire among the young T1DM community for automated CL “artificial pancreas systems” that integrate CGM with insulin delivery [<xref ref-type="bibr" rid="ref69">69</xref>]. Yet, these expectations and desires are frequently not met in actual experiences with available technology. Even though available systems are a step toward automation of diabetes control, our review demonstrates that current technology is insufficient to provide fully reliable and sustainable automated systems that fulfill the expectations of young people with diabetes and their caregivers. The gap between “ideal” device systems, such as CL systems (artificial pancreas), and the currently available status quo of systems (eg, sensors and HCL systems) is a barrier that warrants further development. There is a need for improved and advanced diabetes technologies complying with the various user requirements outlined above.</p>
        <p>The strength of this review lies in its unique focus on young individuals with T1DM, as this population is among those that experience what has been identified as “diabetic distress” and that undergo the most difficulty in adapting to diabetes needs and are most challenged in terms of glycemic variability [<xref ref-type="bibr" rid="ref63">63</xref>].</p>
      </sec>
      <sec>
        <title>Implications for Practice</title>
        <p>The conglomeration of experiences and attitudes associated with currently available diabetes devices and technologies is a step toward a possible refinement of future diabetes technologies. Our review supports a move toward a tailored approach for individuals with T1DM to create technology that is robust, intuitive, and sustainable. An integrative approach involving adolescents, parents, health care providers, and teachers should be used to develop future technology and guide design experiments. Individuals with T1DM from diverse ethnic and socioeconomic backgrounds also need to be included in the co-design process to advance T1DM technology. This includes discussions of use and sharing of data. Our review has shown that while access to continuous data was valued by CGM users, there were also challenges in managing the amount of data. This resonates with a clinical evidence review of 22 studies that found that data could be perceived as overwhelming for some users [<xref ref-type="bibr" rid="ref49">49</xref>]. Challenges like these must be addressed in collaboration with young people with T1DM and their caregivers.</p>
      </sec>
      <sec>
        <title>Study Limitations</title>
        <p>While our main interest was in examining adolescents’ and their caregivers’ experiences of using devices, some included studies also involved younger children and older youth. It was not possible to exclude these data from our analysis, and at times, these have been included in our analysis.</p>
        <p>We did not examine the grey literature, and thus, we might have excluded reports and evaluations that also included experiential data. We only examined studies reported in English, which excludes analysis of experiences in non–English-speaking countries and perhaps young non–English-speaking people’s experiences of using devices in English-speaking countries.</p>
        <p>Owing to the rapid evolution of technology and associated changes regarding available devices and systems, there are challenges in evaluating a large number of experiences with a particular device.</p>
      </sec>
      <sec>
        <title>Conclusion</title>
        <p>Overall, the use of diabetes technology was found to be beneficial and to positively impact disease management for both young people and their caregivers. The included studies reported the advantages of diabetes technologies, such as improved self-management and diabetes outcomes, in young people associated with improved monitoring, data tracking, and data sharing, as well as decreased anxiety and psychological pressure in both parents and children. However, technology did not always live up to users’ expectations. Several barriers and challenges toward its use were reported, such as cost, the size and visibility of devices, and the intrusiveness of alarms, which drew attention to the fact that the user had T1DM. Continued use of diabetes technology was underpinned by its benefits outweighing its challenges, especially among younger people. Collaboration with young people and their caregivers is essential to ensure that future T1DM technologies meet their expectations and needs.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Data extraction table of included studies.</p>
        <media xlink:href="diabetes_v6i1e20973_app1.docx" xlink:title="DOCX File , 34 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>Quality assessment using the Mixed Methods Appraisal Tool (MMAT).</p>
        <media xlink:href="diabetes_v6i1e20973_app2.docx" xlink:title="DOCX File , 34 KB"/>
      </supplementary-material>
      <supplementary-material id="app3">
        <label>Multimedia Appendix 3</label>
        <p>Themes derived from included studies.</p>
        <media xlink:href="diabetes_v6i1e20973_app3.docx" xlink:title="DOCX File , 31 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">CGM</term>
          <def>
            <p>continuous glucose monitoring</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">CL</term>
          <def>
            <p>closed loop</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">CPGM</term>
          <def>
            <p>cell phone glucose monitoring</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">CSII</term>
          <def>
            <p>continuous subcutaneous insulin infusion</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">FGM</term>
          <def>
            <p>flash glucose monitoring</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">HCL</term>
          <def>
            <p>hybrid closed loop</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">SAPT</term>
          <def>
            <p>sensor-augmented pump therapy</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb8">SMBG</term>
          <def>
            <p>self-monitoring of blood glucose</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb9">T1DM</term>
          <def>
            <p>type 1 diabetes mellitus</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>This research was funded by and has been delivered in partnership with Our Health in Our Hands (OHIOH), a strategic initiative of the Australian National University, which aims to transform health care by developing new personalized health technologies and solutions in collaboration with patients, clinicians, and health care providers. AT gratefully acknowledges the support of the Australian Research Council (ARC) (DP190101864 and FT200100939) and NATO Science for Peace and Security Program.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>MC, NBS, AP, and JD had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. All authors were involved in study concept and design. MC and JD acquired the data and conducted the initial analysis. All authors were involved in the subsequent analysis and interpretation of the data. MC, NBS, AP, and JD were involved in drafting the manuscript; all authors were involved in revision. JD supervised the study.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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            <name name-style="western">
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              <given-names>A</given-names>
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</article>
