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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">v3i1e54</article-id>
    <article-id pub-id-type="pmid"/>
    <article-id pub-id-type="doi">10.2196/iproc.8698</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>The Benefits of Direct-to-Patient Data Collection for Data Consistency and Completeness: Lessons From Force-Tjr</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>Wissig</surname>
        <given-names>Stephanie</given-names>
      </name>
      <degrees>MD Ph.D.</degrees>
      <xref rid="aff1" ref-type="aff">1</xref>
      <address>
        <institution>University of Massachusetts Medical School</institution>
        <institution>Department of Orthopedics</institution>
     
        <addr-line>55 Lake Ave North</addr-line>
        <addr-line>Worcester, MA,</addr-line>
        <country>United States</country>
        <phone>917 405 4236</phone>
        <email>Stephanie.Wissig@umassmed.edu</email>
      </address> </contrib>
      <contrib contrib-type="author" id="contrib2">
        <name name-style="western">
          <surname>Hunn</surname>
          <given-names>Julianne</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>Zheng</surname>
          <given-names>Hua</given-names>
        </name>
        <degrees>Ph.D.</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib4">
        <name name-style="western">
          <surname>Lemay</surname>
          <given-names>Celeste</given-names>
        </name>
        <degrees>MPH, R.N</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib5">
        <name name-style="western">
          <surname>Ayers</surname>
          <given-names>David</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
      <contrib contrib-type="author" id="contrib6">
        <name name-style="western">
          <surname>Franklin</surname>
          <given-names>Patricia</given-names>
        </name>
        <degrees>MBA, MD, MPH</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
      </contrib>
    </contrib-group>
    <aff id="aff1">
    <sup>1</sup>
    <institution>University of Massachusetts Medical School</institution>
    <institution>Department of Orthopedics</institution>  
    <addr-line>Worcester, MA</addr-line>
    <country>United States</country></aff>
    <author-notes>
      <corresp>Corresponding Author: Stephanie Wissig 
      <email>Stephanie.Wissig@umassmed.edu</email></corresp>
    </author-notes>
    <pub-date pub-type="collection"><season>Jan-Dec</season><year>2017</year></pub-date>
    <pub-date pub-type="epub">
      <day>22</day>
      <month>09</month>
      <year>2017</year>
    </pub-date>
    <volume>3</volume>
    <issue>1</issue>
    <elocation-id>e54</elocation-id>
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    <history>
      <date date-type="received">
        <day>10</day>
        <month>8</month>
        <year>2017</year>
      </date>
      <date date-type="accepted">
        <day>25</day>
        <month>8</month>
        <year>2017</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>©Stephanie Wissig, Julianne Hunn, Hua Zheng, Celeste Lemay, David Ayers, Patricia Franklin. Originally published in Iproceedings (http://www.iproc.org), 22.09.2017.</copyright-statement>
    <copyright-year>2017</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/2017/1/e54/" xlink:type="simple"/>
    <abstract>
      <sec sec-type="background">
        <title>Background</title>
        <p>In 2011, the Department of Orthopedics and Rehabilitation at UMass Medical School was awarded an AHRQ grant to establish a national registry of comprehensive total joint replacement (TJR) outcomes registry, FORCE-TJR. This lead to the development of an infrastructure for successful longitudinal direct-to-patient data capture, which has now been translated into a product to support orthopedic outcomes measurement in hospitals and surgeon practices around the country.</p>
      </sec>
      <sec sec-type="objective">
        <title>Objective</title>
        <p>To use data from the FORCE-TJR registry to demonstrate the benefits of direct-to-patient data capture for data consistency and completeness.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <p>To be a comprehensive TJR outcomes registry, FORCE-TJR required the development of a data capture system that supported complete and consistent research quality data. For this work, we first explored how our data capture system differs from other commercial and research based outcomes measurement systems. We then queried our integrated database of patient-reported outcomes, risk factors, adverse events, and claims to demonstrate how these differences affect data consistency and completeness.</p>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>We found that direct-to-patient data capture led to more complete measurement of adverse events as 25% of post-TJR ER visits, hospital readmission, and early revisions occurred outside of the surgical hospital. Direct-to-patient data capture increased the capture of key risk factors, such as morbid obesity, eight-fold as compared to claims data. Finally, when compared to “in-office” outcomes measurement, web-based, direct-to-patient methods increased data completion rates from 53% to 86%.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusions</title>
        <p>Web-based, direct-to-patient outcomes data collection improves data consistency and completeness as compared to other data capture methods supporting the collection of research quality data.</p>
      </sec>
    </abstract>
    <kwd-group>
      <kwd>patient-reported outcomes</kwd>
      <kwd>Registries</kwd>
      <kwd>routine outcome monitoring</kwd>
      <kwd>orthopedics</kwd>
    </kwd-group></article-meta>
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