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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">v4i2e11815</article-id>
    <article-id pub-id-type="pmid"/>
    <article-id pub-id-type="doi">10.2196/11815</article-id>
    <article-categories>
      <subj-group subj-group-type="heading">
        <subject>Abstract</subject>
      </subj-group>
      <subj-group subj-group-type="article-type">
        <subject>Abstract</subject>
      </subj-group>
    </article-categories>
    <title-group>
      <article-title>Reinventing Inflammatory Bowel Disease (IBD) Clinical Trial Recruitment Using Novel Digital Medicine Tools</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="author" id="contrib1" corresp="yes">
      <name name-style="western">
        <surname>Otobo</surname>
        <given-names>Emamuzo</given-names>
      </name>
      <degrees>MD</degrees>
      <xref rid="aff1" ref-type="aff">1</xref>
      <address>
        <institution>Icahn School of Medicine at Mount Sinai</institution>
        <addr-line>1 Gustave Levy Place</addr-line>
        <addr-line>New York, NY,</addr-line>
        <country>United States</country>
        <phone>241 0124</phone>
        <email>emamuzo.otobo@mssm.edu</email>
      </address> </contrib>
      <contrib contrib-type="author" id="contrib2">
        <name name-style="western">
          <surname>Park</surname>
          <given-names>Christopher</given-names>
        </name>
        <degrees>BA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib3">
        <name name-style="western">
          <surname>Rogers</surname>
          <given-names>Jason</given-names>
        </name>
        <degrees>BA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib4">
        <name name-style="western">
          <surname>Fasihuddin</surname>
          <given-names>Farah</given-names>
        </name>
        <degrees>MPH</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib5">
        <name name-style="western">
          <surname>Garg</surname>
          <given-names>Shashank</given-names>
        </name>
        <degrees>MS</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib6">
        <name name-style="western">
          <surname>Yang</surname>
          <given-names>Chloe</given-names>
        </name>
        <degrees>BA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib7">
        <name name-style="western">
          <surname>Roja</surname>
          <given-names>Zahin</given-names>
        </name>
        <degrees>BA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib8">
        <name name-style="western">
          <surname>Chandrasekhar</surname>
          <given-names>Vishu</given-names>
        </name>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib9">
        <name name-style="western">
          <surname>Singh</surname>
          <given-names>Kritika</given-names>
        </name>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib10">
        <name name-style="western">
          <surname>Kumar</surname>
          <given-names>Vinod</given-names>
        </name>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib11">
        <name name-style="western">
          <surname>Madisetty</surname>
          <given-names>Divya</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib12">
        <name name-style="western">
          <surname>Dhillon</surname>
          <given-names>Harkirat</given-names>
        </name>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib13">
        <name name-style="western">
          <surname>Atreja</surname>
          <given-names>Ashish</given-names>
        </name>
        <degrees>MD, MPH</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
    </contrib-group>
    <aff id="aff1">
      <label>1</label>
      <institution>Icahn School of Medicine at Mount Sinai</institution>
      <addr-line>New York, NY</addr-line>
      <country>United States</country>
    </aff>
    <author-notes>
      <corresp>Corresponding Author: Emamuzo Otobo 
      <email>emamuzo.otobo@mssm.edu</email></corresp>
    </author-notes>
    <pub-date pub-type="collection"><season>Jul-Dec</season><year>2018</year></pub-date>
    <pub-date pub-type="epub">
      <day>17</day>
      <month>09</month>
      <year>2018</year>
    </pub-date>
    <volume>4</volume>
    <issue>2</issue>
    <elocation-id>e11815</elocation-id>
    <!--history from ojs - api-xml-->
    <history>
      <date date-type="received">
        <day>2</day>
        <month>8</month>
        <year>2018</year>
      </date>
      <date date-type="accepted">
        <day>29</day>
        <month>8</month>
        <year>2018</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>©Emamuzo Otobo, Christopher Park, Jason Rogers, Farah Fasihuddin, Shashank Garg, Chloe Yang, Zahin Roja, Vishu Chandrasekhar, Kritika Singh, Vinod Kumar, Divya Madisetty, Harkirat Dhillon, Ashish Atreja. Originally published in Iproceedings (http://www.iproc.org), 17.09.2018.</copyright-statement>
    <copyright-year>2018</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 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/2018/2/e11815/" xlink:type="simple"/>
    <abstract>
      <sec sec-type="background">
        <title>Background</title>
        <p>Issues with patient recruitment and enrollment are the primary barriers for missed clinical trial timelines; 8 out of 10 clinical trials are delayed or unable to be completed because of lack of timely patient recruitment. Current patient recruitment efforts are inefficient and time-consuming, since they are typically dependent on manually screening patients during face-to-face visits to the clinic or hospital. With the rapid development of digital communication platforms within health care and the broad consumer adoption of smartphones, there are increasing opportunities to overcome some of these barriers. These platforms have particularly great potential for research and clinical care of chronic conditions, such as inflammatory bowel disease (IBD), an often debilitating disease which currently affects over three million adults in the United States.</p>
      </sec>
      <sec sec-type="objective">
        <title>Objective</title>
        <p>To integrate and utilize a digital medicine platform to improve patient recruitment and enrollment processes in clinical trials.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <p>Patients enrolled in the Mount Sinai Crohn’s and Colitis Registry (MSCCR) were remotely approached about enrolling in a mindfulness study for IBD patients. A text-based clinical rules engine was used to inform registry patients about the trial and to allow patients to indicate interest in participating via text message. Eligible IBD patients were bulk “prescribed” a notification through RxHealth’s digital medicine platform, RxUniverse. Characteristics of the enrolled population, characteristics of patients who responded, and timeliness of responses were analyzed.</p>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>Of the 1364 patients in the MSCCR with available phone numbers, 270 patients affirmatively replied they wanted to participate in to the study. Patients who opted into receiving more information about the study were more likely to have inadequate control of their IBD (25.64% vs 18.97%; <italic>P</italic>&#60;.05) and more likely to have a recent history of depression based on a validated patient health questionnaire (15.38% vs 8.4%; <italic>P</italic>&#60;.05) than those who opted out. Furthermore, patients who opted in tended to be younger, were more likely to be female, and less likely to have ulcerative colitis, though these trends did not reach statistical significance. Patient race did not significantly differ between those who opted in and opted out. In terms of timeliness of response among those enrolled, the majority of patients responded within 2 hours of notification.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusions</title>
        <p>Digital medicine software platforms can facilitate large-scale, lower-effort recruitment of eligible patients for clinical trials. Future research should be done to explore their expanded use for recruitment, patient education, and study data collection. Additional technologies such as patient-powered networks, social media, e-recruiting bots, and other remote engagement platforms can aid clinical trials by saving time and reducing costs of patient recruitment.</p>
      </sec>
    </abstract>
    <kwd-group>
      <kwd>clinical trials</kwd>
      <kwd>internet recruitment</kwd>
      <kwd>mobile health</kwd>
      <kwd>mHealth</kwd>
      <kwd>recruitment</kwd>
      <kwd>IBD</kwd>
      <kwd>Crohn's disease</kwd>
      <kwd>ulcerative colitis</kwd>
    </kwd-group></article-meta>
  </front>
</article>
