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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJPDS</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Population Data Science</journal-title>
        <abbrev-journal-title>IJPDS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2399-4908</issn>
      <publisher>
        <publisher-name>Swansea University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.23889/ijpds.v10i3.3353</article-id>
      <article-id pub-id-type="publisher-id">10:5:22</article-id>
      <title-group>
        <article-title>Reflections on Shopping Trolley secrets: A case study on public engagement in digital footprint data research</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>James</surname>
            <given-names initials="A">Alice</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Skatova</surname>
            <given-names initials="A">Anya</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Burgess</surname>
            <given-names initials="R">Romana</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Poon</surname>
            <given-names initials="N">Neo</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fryer</surname>
            <given-names initials="L">Laura</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Suhag</surname>
            <given-names initials="A">Alisha</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Daly</surname>
            <given-names initials="J">Joe</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Nave</surname>
            <given-names initials="H">Helen Della</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Digital Footprints Lab, University of Bristol, United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom</institution></aff>
      <aff id="affil-3"><label>3</label><institution>Obesity Institute, Leeds Beckett University, Leeds, United Kingdom</institution></aff>
      <pub-date date-type="pub" publication-format="electronic">
        <day>01</day>
        <month>09</month>
        <year>2025</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2025</year>
      </pub-date>
      <volume>8</volume>
      <issue>4</issue>
      <elocation-id>3353</elocation-id>
      <permissions>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licences/by/4.0/">
          <license-p>This work is licenced under a Creative Commons Attribution 4.0 International License.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="https://ijpds.org/article/view/3353">This article is available from the IJPDS website at: https://ijpds.org/article/view/3353</self-uri>
      <kwd-group>
        <kwd>Public engagement</kwd>
        <kwd>Public involvement</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Introduction &amp; Background</title>
      <p>Shopping Trolley Secrets was an interactive public engagement space that took place at We The Curious Science Centre (WTC) aimed at fostering meaningful conversations and gathering feedback on shopping data use for health research. There are a number of ways the space facilitated this communication, including a postcard writing station (written feedback), interactive polls (iPad survey and string board survey), interactive shopping experience activities and in-person discussions (meet the researcher events).</p>
    </sec>
    <sec>
      <title>Objectives &amp; Approach</title>
      <p>This paper aims to provide a case study for public engagement in digital footprint data research. The paper outlines the processes undertaken in the design and implementation of the project as well as reflections from staff at both University of Bristol Digital Footprints Lab and WTC on impacts this initiative has had on their approach to public engagement in research going forward.</p>
    </sec>
    <sec>
      <title>Relevance to Digital Footprints</title>
      <p>This paper is relevant to Digital Footprints as public engagement has been identified as a key aspect in increasing social acceptability in the use of digital footprint data for research. Innovative approaches to public engagement are important to share with the digital footprint community so learnings can be applied to future work in this area.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>This paper outlines barriers and facilitators encountered by the research team at University of Bristol and staff at WTC. The process of conceptualising and undertaking the events are outlined in detail along with reflections on the process from staff from both organisations. The impacts of the public engagement activities on our work are also laid out including funding opportunities and a shopping data visualisation tool.</p>
    </sec>
    <sec>
      <title>Conclusions &amp; Implications</title>
      <p>This paper has implications for future research in the digital footprints space, it highlights the benefits of innovative public engagement in digital footprints research to both research staff, corporate partners and for public good.</p>
    </sec>
  </body>
</article>