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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IPROC</journal-id>
      <journal-id journal-id-type="nlm-ta">iproc</journal-id>
      <journal-title>Iproceedings</journal-title>
      <issn pub-type="epub">2369-6893</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">v2i1e26</article-id>
    <article-id pub-id-type="pmid"/>
    <article-id pub-id-type="doi">10.2196/iproc.6144</article-id>
    <article-categories>
      <subj-group subj-group-type="heading">
        <subject>Poster</subject>
      </subj-group>
      <subj-group subj-group-type="article-type">
        <subject>Poster</subject>
      </subj-group>
    </article-categories>
    <title-group>
      <article-title>Mobile Insulin Dosing System Formative Study</article-title>
    </title-group>
    <contrib-group>
      <contrib contrib-type="editor">
        <name>
          <surname>Hale</surname>
          <given-names>Timothy</given-names>
        </name>
      </contrib>
    </contrib-group>
<contrib-group>
<contrib contrib-type="reviewer">
<name>
<surname>CHS Scientific Program Committee</surname>
</name>
</contrib>
</contrib-group>
    <contrib-group>
      <contrib contrib-type="author" id="contrib1" corresp="yes" equal-contrib="yes">
      <name name-style="western">
        <surname>Bose</surname>
        <given-names>Tanushree</given-names>
      </name>
      <degrees>BPharm, MBA, PhD</degrees>
      <xref rid="aff1" ref-type="aff">1</xref>
      <address>
        <institution>Clinical Development</institution>
        <institution>Glooko</institution>
        <addr-line>899 W Evelyn Ave</addr-line>
        <addr-line>Mountain View, CA, 94040</addr-line>
        <country>United States</country>
        <phone>1 650 720 5310</phone>
        <fax>1 650 720 5310</fax>
        <email>tanu@glooko.com</email>
      </address>  
      <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-1472-7062</ext-link></contrib>
      <contrib contrib-type="author" id="contrib2" equal-contrib="yes">
        <name name-style="western">
          <surname>Wynbrandt</surname>
          <given-names>Sam</given-names>
        </name>
        <xref rid="aff2" ref-type="aff">2</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib3" equal-contrib="yes">
        <name name-style="western">
          <surname>Greenfield</surname>
          <given-names>Michael</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
    </contrib-group>
    <aff id="aff1">
    <sup>1</sup>
    <institution>Clinical Development</institution>  
    <institution>Glooko</institution>
    <addr-line>Mountain View, CA</addr-line>
    <country>United States</country></aff>
    <aff id="aff2">
    <sup>2</sup>
    <institution>Product Development</institution>  
    <institution>Glooko</institution>
    <addr-line>Mountain View, CA</addr-line>
    <country>United States</country></aff>
    <author-notes>
      <corresp>Corresponding Author: Tanushree Bose 
      <email>tanu@glooko.com</email></corresp>
    </author-notes>
    <pub-date pub-type="collection"><season>Jan-Dec</season><year>2016</year></pub-date>
    <pub-date pub-type="epub">
      <day>29</day>
      <month>12</month>
      <year>2016</year>
    </pub-date>
    <volume>2</volume>
    <issue>1</issue>
    <elocation-id>e26</elocation-id>
    <!--history from ojs - api-xml-->
    <history>
      <date date-type="received">
        <day>5</day>
        <month>6</month>
        <year>2016</year>
      </date>
      <date date-type="accepted">
        <day>2</day>
        <month>8</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>©Tanushree Bose, Sam Wynbrandt, Michael Greenfield. Originally published in Iproceedings (http://www.iproc.org), 29.12.2016.</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 Iproceedings, is properly cited. The complete bibliographic information, a link to the original publication on http://www.iproc.org/, as well as this copyright and license information must be included.</p>
    </license>  
    <self-uri xlink:href="http://www.iproc.org/2016/1/e26/" xlink:type="simple"/>
    <abstract>
      <sec sec-type="background">
        <title>Background</title>
        <p>Titrating long acting insulin is a significant challenge for physicians and patients. The most advanced method is a paper titration form, which is often error prone, especially if the patient has low numeracy skills. The limitations of the paper titration form can be mitigated by using a smartphone-based, mobile insulin dosing system (MIDS). Reducing barriers to insulin therapy, including dosing and titration, can empower clinicians and patients to achieve glycemic control.</p>
      </sec>
      <sec sec-type="objective">
        <title>Objective</title>
        <p>The objective of this human factor formative study was to obtain feedback, from healthcare providers (HCPs) and insulin-treated patients with type 2 diabetes, on a prototype of a MIDS. MIDS consists of an easy to setup patient instruction form (PIF), configured by HCPs, and easy to understand mobile prompts and reminders for patients to assist with self-adjustment of their insulin dose. The MIDS will use patients’ fasting blood glucose (BG) readings, synced from their glucose meter using Glooko, for insulin dose calculations. Clinicians can monitor patients’ progress via Glooko’s Web-based user interface.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <p>A total of 15 HCPs, including 7 certified diabetes educators, 2 primary care physicians, 1 pharmacist, 1 medical informatics leader, and 4 endocrinologists, as well as 4 patients with type 2 diabetes and 1 patient with hemochromatotic diabetes, on insulin therapy, were interviewed. The structured one-on-one interviews lasted 60 minutes and were conducted in person or virtually. During the structured interview, a discussion guide was used to pose questions in a specific order. The order of questions was determined by the order of screenshots in the Web-based patient instruction form and mobile messages received by patients. Probing questions were asked to evaluate the reasons behind the responses.</p>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>All of the HCPs interviewed stated that the ability to share an insulin titration template with colleagues and a mobile insulin dosing for patients were valuable. Other findings include the following: 80% of HCPs use age and weight to determine starting insulin dose; about 70% of HCPs would set up reminders in the application to instruct their patients to test fasting BG and administer insulin at specific times; and all HCPs wanted patients to be alerted to contact their physician if their fasting BG reading was beyond the provider-set hypoglycemic or hyperglycemic threshold. Findings from patient interviews include the following: 75% of the participants said that they would not get reminder fatigue but wanted the ability to edit or dismiss the reminders; 80% of the participants wanted the ability to pause the MIDS program and let the program provide them prompts and reminders even when they were within their target fasting BG range; and all of the patients stated that being able to see their dose adjustment history was helpful.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusions</title>
        <p>Key design recommendations emerged from this formative evaluation. Based on feedback received from the HCPs and patients, the reminders setting will be refined. Results led to improvements and optimization of the MIDS and supports further development of MIDS as a mobile system that helps with basal insulin dose titration was positively received by providers and patients.</p>
      </sec>
    </abstract>
    <kwd-group>
      <kwd>type 2 diabetes</kwd>
      <kwd>insulin titration</kwd>
      <kwd>remote monitoring</kwd>
      <kwd>long acting insulin</kwd>
      <kwd>basal insulin</kwd>
      <kwd>patient centered</kwd>
    </kwd-group></article-meta>
  </front>
  <body>
    <p>This poster was presented at the Connected Health Symposium 2016, October 20-21, Boston, MA, United States. The poster is displayed as an image in <xref ref-type="fig" rid="figure1">Figure 1</xref> and as a PDF in <xref ref-type="app" rid="app1">Multimedia Appendix 1</xref>.</p>
    <fig id="figure1" position="float">
      <label>Figure 1</label>
      <caption>
        <p>Poster.</p>
      </caption>
      <graphic xlink:href="iproc_v2i1e26_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
    </fig>
  </body>
  <back>
    <app-group>
      <app id="app1">
        <title>Multimedia Appendix 1</title>
        <p>Poster.</p>
        <media xlink:href="iproc_v2i1e26_app1.pdf" xlink:title="PDF File (Adobe PDF File), 653KB"/>
      </app>
    </app-group>
  </back>
</article>
