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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMIR</journal-id>
      <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
      <journal-title>Journal of Medical Internet Research</journal-title>
      <issn pub-type="epub">1438-8871</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">v27i1e63898</article-id>
      <article-id pub-id-type="pmid">39984162</article-id>
      <article-id pub-id-type="doi">10.2196/63898</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>Digital Interventions for Older People Experiencing Homelessness: Systematic Scoping Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Cahill</surname>
            <given-names>Naomi</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>O'Toole</surname>
            <given-names>Thomas</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Moe-Byrne</surname>
            <given-names>Thirimon</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Ward</surname>
            <given-names>Becky</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Adams</surname>
            <given-names>Emily</given-names>
          </name>
          <degrees>BSc, MPH</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0003-3232-419X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Donaghy</surname>
            <given-names>Eddie</given-names>
          </name>
          <degrees>BSc, PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7383-0107</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Sanders</surname>
            <given-names>Caroline</given-names>
          </name>
          <degrees>RGN, BA, MSc, PhD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-0539-928X</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Wolters</surname>
            <given-names>Maria Klara</given-names>
          </name>
          <degrees>D.Phil.</degrees>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-3369-3558</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Ng</surname>
            <given-names>Lauren</given-names>
          </name>
          <degrees>MBBS, MA</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0005-9929-6191</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>St-Jean</surname>
            <given-names>Christa</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0001-6527-5545</ext-link>
        </contrib>
        <contrib id="contrib7" contrib-type="author">
          <name name-style="western">
            <surname>Galan</surname>
            <given-names>Ryan</given-names>
          </name>
          <degrees>BSc</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0007-1530-1040</ext-link>
        </contrib>
        <contrib id="contrib8" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Mercer</surname>
            <given-names>Stewart William</given-names>
          </name>
          <degrees>BSc, MSc, MBChB, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Advanced Care Research Centre</institution>
            <institution>Usher Institute</institution>
            <institution>University of Edinburgh</institution>
            <addr-line>BioQuarter (Gate, 5-7)</addr-line>
            <addr-line>3 Little France Rd</addr-line>
            <addr-line>Edinburgh, EH16 4U</addr-line>
            <country>United Kingdom</country>
            <phone>44 0131 651 7869</phone>
            <email>stewart.mercer@ed.ac.uk</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-1703-3664</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Advanced Care Research Centre</institution>
        <institution>Usher Institute</institution>
        <institution>University of Edinburgh</institution>
        <addr-line>Edinburgh</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Centre for Population Health Sciences</institution>
        <institution>Usher Institute</institution>
        <institution>University of Edinburgh</institution>
        <addr-line>Edinburgh</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Division of Population Health, Health Services Research, and Primary Care</institution>
        <institution>University of Manchester</institution>
        <addr-line>Manchester</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Informatics</institution>
        <institution>University of Edinburgh</institution>
        <addr-line>Edinburgh</addr-line>
        <country>United Kingdom</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Stewart William Mercer <email>stewart.mercer@ed.ac.uk</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>21</day>
        <month>2</month>
        <year>2025</year>
      </pub-date>
      <volume>27</volume>
      <elocation-id>e63898</elocation-id>
      <history>
        <date date-type="received">
          <day>2</day>
          <month>7</month>
          <year>2024</year>
        </date>
        <date date-type="rev-request">
          <day>12</day>
          <month>11</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd">
          <day>26</day>
          <month>11</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>26</day>
          <month>11</month>
          <year>2024</year>
        </date>
      </history>
      <copyright-statement>©Emily Adams, Eddie Donaghy, Caroline Sanders, Maria Klara Wolters, Lauren Ng, Christa St-Jean, Ryan Galan, Stewart William Mercer. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 21.02.2025.</copyright-statement>
      <copyright-year>2025</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 the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://www.jmir.org/2025/1/e63898" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>older people experiencing homelessness can have mental and physical indicators of aging several decades earlier than the general population and experience premature mortality due to age-related chronic conditions. Digital interventions could positively impact the health and well-being of homeless people. However, increased reliance on digital delivery may also perpetuate digital inequalities for socially excluded groups. The potential triple disadvantage of being older, homeless, and digitally excluded creates a uniquely problematic situation warranting further research. Few studies have synthesized available literature on digital interventions for older people experiencing homelessness.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This scoping review examined the use, range, and nature of digital interventions available to older people experiencing homelessness and organizations supporting them.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>The scoping review followed Arksey and O’Malley’s proposed methodology, PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, and recent Joanna Briggs Institute guidelines. We searched 14 databases. Gray literature sources were searched to supplement the electronic database search. A narrative synthesis approach was conducted on the included articles, and common themes were identified inductively through thematic analysis.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>A total of 19,915 records were identified through database and gray literature searching. We identified 10 articles reporting on digital interventions that had a clearly defined a participant age group of &#62;50 years or a mean participant age of &#62;50 years. A total of 9 of 10 studies were published in the United States. The study design included descriptive studies, uncontrolled pilot studies, and pilot randomized controlled trials. No studies aimed to deliver an intervention exclusively to older people experiencing homelessness or organizations that supported them. Four types of intervention were identified: telecare for people experiencing homelessness, distributing technology to enable digital inclusion, text message reminders, and interventions delivered digitally. Interventions delivered digitally included smoking cessation support, vocational training, physical activity promotion, and cognitive behavioral therapy. Overall, the included studies demonstrated evidence for the acceptability and feasibility of digital interventions for older people experiencing homelessness, and all 10 studies reported some improvements in digital inclusion or enhanced engagement among participants. However, several barriers to digital interventions were identified, particularly aspects related to digital inclusion, such as infrastructure, digital literacy, and age. Proposed facilitators for digital interventions included organizational and peer support.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Our findings highlight a paucity of evaluated digital interventions targeted at older people experiencing homelessness. However, the included studies demonstrated evidence of the acceptability and feasibility of digital interventions for older people experiencing homelessness. Further research on digital interventions that provide services and support older people experiencing homelessness is required. Future interventions must address the barriers older people experiencing homelessness face when accessing digital technology with the input of those with lived experience of homelessness.</p>
        </sec>
        <sec sec-type="trial registration">
          <title>Trial Registration</title>
          <p>OSF Registries OSF.IO/7QGTY; https://doi.org/10.17605/OSF.IO/7QGTY</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>homeless</kwd>
        <kwd>technology</kwd>
        <kwd>digital exclusion</kwd>
        <kwd>elderly</kwd>
        <kwd>rough sleeping</kwd>
        <kwd>digital intervention</kwd>
        <kwd>older people</kwd>
        <kwd>homelessness</kwd>
        <kwd>systematic scoping review</kwd>
        <kwd>aging</kwd>
        <kwd>premature mortality</kwd>
        <kwd>indicators</kwd>
        <kwd>scoping review</kwd>
        <kwd>databases</kwd>
        <kwd>thematic analysis</kwd>
        <kwd>telehealth</kwd>
        <kwd>mhealth</kwd>
        <kwd>ehealth</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>Homelessness is a complex phenomenon, with different conceptualizations making it challenging to establish its prevalence and study its phenomenology and effects. The European Observatory on Homelessness proposed the European Typology of Homelessness and Housing Exclusion (ETHOS) states homelessness can include rooflessness (without a shelter of any kind or sleeping rough), houselessness (with a place to sleep but temporarily in institutions or shelter), living in insecure housing (threatened with severe exclusion due to insecure tenancies, eviction, or domestic violence), and living in inadequate housing (in caravans on illegal campsites, in unfit housing, or in extreme overcrowding) [<xref ref-type="bibr" rid="ref1">1</xref>]. People experiencing homelessness are thought to encounter “accelerated ageing” relative to the general population [<xref ref-type="bibr" rid="ref2">2</xref>].</p>
      <p>An interplay of health and social deprivation leads to people experiencing homelessness with disproportionately high rates of chronic illness [<xref ref-type="bibr" rid="ref3">3</xref>] and premature age-adjusted mortality rates [<xref ref-type="bibr" rid="ref4">4</xref>-<xref ref-type="bibr" rid="ref6">6</xref>]. In this study, older people experiencing homelessness are defined as people older than 50 years who have experienced chronic/episodic homelessness. Chronic homelessness is associated with accelerated aging that predisposes younger people to geriatric health conditions normally associated with older than 75 years in the general population [<xref ref-type="bibr" rid="ref7">7</xref>]. Older people experiencing homelessness are largely invisible in research, policy, and practice despite the rapidly increasing rates of this population [<xref ref-type="bibr" rid="ref8">8</xref>]. In the United States, currently, half of single homeless adults are aged 50 and older, compared with 11% in 1990 [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. Further, forecasts from US cohorts project significant growth in aged homelessness in age groups of 50 years and older and 65 years and older, revealing that much of the impact of the postwar baby boom on the aged homeless population is already well underway [<xref ref-type="bibr" rid="ref11">11</xref>]. Similarly, in Scotland in 2022, 16% of new homeless applications were made by persons older than 50 years [<xref ref-type="bibr" rid="ref12">12</xref>]. Consequently, the rapidly growing population of older people experiencing homelessness is of critical public health concern and warrants further research.</p>
      <p>Homelessness is inextricably linked to social exclusion as individuals are often marginalized from participating in economic, political, social, and cultural life [<xref ref-type="bibr" rid="ref13">13</xref>]. Concurrently, older people experiencing homelessness are particularly marginalized in the health care system. Older people experiencing homelessness face multiple barriers to timely and effective care for multiple long-term conditions [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref15">15</xref>]. The recent COVID-19 pandemic resulted in a shift from traditional face-to-face health care delivery toward an expansion in using digital technology for service provision [<xref ref-type="bibr" rid="ref16">16</xref>,<xref ref-type="bibr" rid="ref17">17</xref>]. In this study, we define digital interventions as interventions that incorporate using and accessing a digital device.</p>
      <p>Digital interventions offer promising opportunities to explore new ways of intervention in harm reduction, well-being enhancement, and health treatment of older people experiencing homelessness [<xref ref-type="bibr" rid="ref18">18</xref>]. This expansion of digital health care is positive for many; however, it has raised issues of digital inequalities for socially excluded groups, including physical barriers in a lack of access to equipment and educational barriers in not being able to use the technology [<xref ref-type="bibr" rid="ref19">19</xref>]. This is of particular concern to older people experiencing homelessness as evidence has demonstrated that people older than 50 years experiencing homelessness have a lower prevalence of smartphone and internet access than adults aged older than 65 years in the general public or low-income adults [<xref ref-type="bibr" rid="ref20">20</xref>]. Paradoxically, digital interventions hold new opportunities for inclusion for older people experiencing homelessness while presenting significant barriers due to unaddressed inhibited accessibility.</p>
      <p>Over the past decade, more digital interventions have been used within homeless populations [<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref21">21</xref>-<xref ref-type="bibr" rid="ref23">23</xref>]. There is some existing evidence that older people experiencing homelessness meaningfully engage with technology [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref24">24</xref>]. However, no efforts have been made to synthesize this literature on digital interventions specifically for older people experiencing homelessness. Therefore, we conducted a scoping review to synthesize existing primary data from digital health interventions for older people experiencing homelessness. Our main research question was: what is the use, range, and nature of digital interventions available to older people experiencing homelessness and organizations that support people experiencing homelessness? To answer this research question, our scoping review aims to achieve the following objectives: (1) examine current digital interventions (delivery, implementation characteristics, and context) for people experiencing homelessness and the organizations that support them, (2) examine the use of included digital interventions by older people experiencing homelessness and organizations that support them, and (3) identify the facilitators and barriers for older people experiencing homelessness to inclusion in digital interventions.</p>
      <p>The scoping review method was chosen because it provides a systematic, rigorous, and transparent approach to mapping a field of interest regarding existing research’s volume, nature, and characteristics [<xref ref-type="bibr" rid="ref23">23</xref>]. Given that digital interventions available to older people experiencing homelessness are a rapidly developing area of research, a scoping review is an important first step in informing future research and practice [<xref ref-type="bibr" rid="ref25">25</xref>].</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Overview</title>
        <p>This scoping review used the guidelines of Joanna Briggs Institute’s (JBI’s) Methodology for Scoping Reviews [<xref ref-type="bibr" rid="ref26">26</xref>] and follows the methodological framework proposed by Arksey and O’Malley [<xref ref-type="bibr" rid="ref27">27</xref>] which consists of the following stages: (1) identifying the research question; (2) identifying relevant studies; (3) selecting studies; (4) charting the data; and (5) collating, summarizing, and reporting the results. Our review also complies with the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>) [<xref ref-type="bibr" rid="ref25">25</xref>]. We first developed a scoping review protocol, including a rationale for conducting the review, the main objectives, search strategy, inclusion and exclusion criteria, and methods for screening and data extraction, that was then piloted and discussed by the research team before finalizing. The final protocol was registered retrospectively in Open Science Framework on May 15, 2023.</p>
      </sec>
      <sec>
        <title>Information Sources and Search Strategy</title>
        <p>A systematic search strategy was developed in consultation with an expert librarian (RS). The search strategy also adhered to the Peer Review of Electronic Search Strategies (PRESS) guidelines [<xref ref-type="bibr" rid="ref28">28</xref>]. We systematically searched 15 electronic databases from inception up to 28 July 2023: MEDLINE, Global Health, Cumulated Index to Nursing and Allied Health Literature (CINHAL), SCOPUS, APA PsycInfo, Embase, Academic Search Premier, International Bibliography of the Social Sciences (IBSS), Applied Social Sciences Index &#38; Abstracts (ASSIA), Association for Computing Machinery Digital Library (ACMDL), Institute of Electrical and Electronics Engineers (IEEE), Web of Science, Educational Resources Information Centre (ERIC), and Cochrane library. Policy Commons was used to search for gray literature.</p>
        <p>The systematic and comprehensive search strategy consisted of key search terms derived from existing search strings and bespoke for each electronic database. The search terms were as follows: homeless* OR temporary accommodation OR roofless OR unfit hous* OR inadequate hous* OR night shelter OR shelter* OR sofa surf* OR rough sleep* AND information communication technolog* OR cell phone* OR mobile app* OR mobile technolog* OR mobile health OR (m health OR e health OR mhealth or ehealth) OR online OR digital OR (telehealth OR tele health OR telemedicine OR tele medicine OR telecare OR tele care) OR social media OR internet OR (web based OR web-based) OR wearable* OR (Smartphone OR smart phone) OR Mobile phone OR Instant messag* OR (Email or electronic mail or e mail) OR (Smartwatch OR smart watch) OR (WhatsApp OR Instagram OR Facebook OR Telegram OR Signal OR Viber) (note: * indicates a wildcard). The results were combined using Boolean operations and adapted for each database (<xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>). We also scanned references of the included articles for any relevant studies.</p>
      </sec>
      <sec>
        <title>Study Selection</title>
        <p>After the publications were retrieved and duplicates removed using Endnote (Clarivate), search results were imported into the Covidence software management system (Veritas Health Innovation) for additional deduplication and screening by multiple reviewers.</p>
        <p>As advised by JBI guidelines for conducting scoping reviews [<xref ref-type="bibr" rid="ref26">26</xref>], the population, concept, and context framework was used to define eligibility. <xref ref-type="boxed-text" rid="box1">Textbox 1</xref> shows the inclusion and exclusion criteria in line with the population, concept, and context framework and contains additional study elements relevant to the eligibility criteria. The ETHOS definition of homelessness framed the inclusion of participants experiencing homelessness [<xref ref-type="bibr" rid="ref29">29</xref>]. Organizations supporting older people experiencing homelessness were considered to be any health or social care services or third-sector organizations providing a service to people experiencing homelessness. Due to accelerated aging, those who are 50 and experiencing homelessness are defined as “older” in contemporary research [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref30">30</xref>]. Therefore, only studies that included participants with a mean age of 50 years and older or studies with a clearly defined group of participants older than 50 years were included. The nature and causal pathways of homelessness vary globally [<xref ref-type="bibr" rid="ref31">31</xref>]. To acknowledge that interventions for people experiencing homelessness will diverge due to social and cultural structures, health systems, and the provision of emergency accommodation [<xref ref-type="bibr" rid="ref32">32</xref>], the scope of this review will be refined to solely high-income countries as defined by the Organization for Economic Co-operation and Development. This allowed for interventions to be more appropriately compared in the analysis [<xref ref-type="bibr" rid="ref2">2</xref>]. So as not to exclude any innovative interventions, the definition of “digital intervention” was kept intentionally broad to include digital, web-based, or mobile interventions used by people experiencing homelessness to improve social, health, or prospective outcomes.</p>
        <boxed-text id="box1" position="float">
          <title>Inclusion and exclusion criteria detailing the population, concept, and context framework for defining eligibility criteria for scoping reviews.</title>
          <p>
            <bold>Inclusion criteria</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Population: Participants currently absolutely homeless (living in shelters or on the streets) OR Participants currently in unstable housing situations (couch surfing, transiently housed) OR Organizations (health or social care services or third sector) that support the aforementioned participants AND Publications including people experiencing homelessness aged 50 years or older (mean participant age or clearly defined participant age group older than 50 years)</p>
            </list-item>
            <list-item>
              <p>Concept: Interventions are digital in delivery (web-based, mobile, applications, training, or social media)</p>
            </list-item>
            <list-item>
              <p>Context: Population in high-income nations or the Organization for Economic Co-operation and Development countries.</p>
            </list-item>
            <list-item>
              <p>Study type: Primary data presented</p>
            </list-item>
          </list>
          <p>
            <bold>Exclusion criteria</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Population: Intervention not specific to homeless populations (eg, intervention for migrants or refugees)</p>
            </list-item>
            <list-item>
              <p>Concept: No digital intervention described OR Digital interventions solely designed for children or youth experiencing homelessness (younger than 18 years)</p>
            </list-item>
            <list-item>
              <p>Study type: No primary data presented</p>
            </list-item>
          </list>
        </boxed-text>
        <p>Further to the inclusion and exclusion criteria outlined in <xref ref-type="boxed-text" rid="box1">Textbox 1</xref>, throughout the review, publications were excluded for the following: (1) no full text available and (2) no English language version available.</p>
        <p>Level 1 screening focused on inclusion criteria based on titles and abstracts, while level 2 screening involved reviewing full-text articles. Four reviewers (EA, LN, CS, and RG) independently screened all titles and abstracts. Reviewers met throughout the screening process to discuss queries and reduce uncertainties. Two reviewers (EA and LN) completed the full-text screening independently, with disagreements resolved by discussion with the reviewers and SWM.</p>
      </sec>
      <sec>
        <title>Charting Data and Reporting Results</title>
        <p>The selected publications were read, annotated, and entered into a Microsoft Excel spreadsheet. EA and LN piloted the data extraction sheet with 2 of the included studies and then revised it in consultation with ED and SWM. We did not critically appraise the included studies, given that this is not typically an objective of a scoping review and the large research design heterogeneity of the studies reviewed [<xref ref-type="bibr" rid="ref33">33</xref>].</p>
        <p>To summarize the data, where applicable, we conducted a basic numerical analysis, for example, the proportion of participants older than 50 years in each study. Meta-analysis was not feasible due to the necessary inclusion of heterogeneous studies in answering the research question. We used a narrative synthesis approach to organize and present relevant findings. Qualitative data (eg, perceptions of digital interventions, barriers to digital interventions for older people experiencing homelessness, and facilitators to digital interventions for older people experiencing homelessness) were imported to NVivo 12 software (Lumivero) for analysis by EA. This approach is characterized by textual summaries and explanations of findings, which are first synthesized by thematic analysis to explore relationships among studies. Thematic analysis in this context involved iteratively identifying, classifying, and sorting the most important themes and concepts across studies [<xref ref-type="bibr" rid="ref34">34</xref>]. The core research team (EA, LN, SWM, ED, MW, and CS) applied Braun and Clarke’s [<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref36">36</xref>] reflexive thematic analysis approach, which involved familiarization with the data, generating initial codes, identifying and refining preliminary themes, reviewing themes collaboratively, and ultimately constructing and defining final themes. This iterative, reflexive process—guided by our own perspectives and the review’s research questions—enabled a deeper interpretation of the data, resulting in us developing the reported themes.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Study Characteristics</title>
        <p>Our searches yielded 19,915 records. After removing duplicates 18,728 records were title and abstract screened (<xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>). Ten articles met the inclusion criteria [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref46">46</xref>]. All records included in our review were peer-reviewed studies reporting on digital interventions for older people experiencing homelessness that had a clearly defined age group of participants older than 50 years or the mean participant age was older than 50 years (<xref rid="figure1" ref-type="fig">Figure 1</xref> portrays the adapted PRISMA-ScR flow diagram). This screening criteria resulted in 90.5% (n=5902) of the total participants (N=6557) being older people experiencing homelessness (older than 50 years). In 6 of the studies, participants were veterans experiencing homelessness [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. A total of 9 of the 10 studies were conducted in the United States [<xref ref-type="bibr" rid="ref38">38</xref>-<xref ref-type="bibr" rid="ref46">46</xref>], and the other was conducted in Hungary [<xref ref-type="bibr" rid="ref37">37</xref>]. Studies were published between 2013 and 2023, with 4 published after the 2020 lockdowns of the COVID-19 pandemic [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. The study design included descriptive studies [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref43">43</xref>], uncontrolled pilot studies [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref38">38</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>], and pilot randomized controlled trials [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref45">45</xref>].</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) flow diagram for the identification of studies via databases [<xref ref-type="bibr" rid="ref25">25</xref>]. OECD: Organization for Economic Co-operation and Development; PEH: people experiencing homelessness.</p>
          </caption>
          <graphic xlink:href="jmir_v27i1e63898_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Intervention Characteristics</title>
        <p>The included studies were heterogeneous concerning intervention content, delivery, and reported outcomes. <xref ref-type="table" rid="table1">Tables 1</xref> and <xref ref-type="table" rid="table2">2</xref> show the intervention delivery and implementation. Interventions could be categorized into implementing telecare for people experiencing homelessness [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref38">38</xref>], distributing technology to enable digital inclusion [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref46">46</xref>], text message reminder interventions [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>], and 4 interventions delivered digitally [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref43">43</xref>-<xref ref-type="bibr" rid="ref45">45</xref>] (summarized in <xref rid="figure2" ref-type="fig">Figure 2</xref>). Interventions delivered digitally ranged from smoking cessation support [<xref ref-type="bibr" rid="ref43">43</xref>], vocational training [<xref ref-type="bibr" rid="ref41">41</xref>], physical activity promotion [<xref ref-type="bibr" rid="ref44">44</xref>], and cognitive behavioral therapy [<xref ref-type="bibr" rid="ref45">45</xref>]. We used the broad definition of telecare used by Barlow et al [<xref ref-type="bibr" rid="ref47">47</xref>], “the use of communications technology to provide health and social care directly to the user (‘patient’)” where interventions self-described as “telemedicine” [<xref ref-type="bibr" rid="ref38">38</xref>] and “telehealth” and terms were used interchangeably.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Summary of identified study and intervention characteristics.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="140"/>
            <col width="130"/>
            <col width="180"/>
            <col width="150"/>
            <col width="400"/>
            <thead>
              <tr valign="top">
                <td>Author, year</td>
                <td>Sample size (% OPEH<sup>a</sup>, % Male)</td>
                <td>Study design</td>
                <td>Intervention</td>
                <td>Intervention details</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Békási et al, 2022 [<xref ref-type="bibr" rid="ref37">37</xref>]</td>
                <td>75 (100, 76)</td>
                <td>Uncontrolled before and after (pre-post) pilot study</td>
                <td>Telecare</td>
                <td>Participants were invited to 6 web-based telecare visits biweekly with a focus on medical management of chronic conditions.</td>
              </tr>
              <tr valign="top">
                <td>Gabrielian et al, 2013 [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>14 (100, 71.4)</td>
                <td>Uncontrolled mixed methods pilot study</td>
                <td>Care Coordination Home Telehealth (CCHT)</td>
                <td>CCHT used in-home messaging devices to provide health education and daily questions about clinical indicators from chronic illness care guidelines.</td>
              </tr>
              <tr valign="top">
                <td>Garvin et al, 2021 [<xref ref-type="bibr" rid="ref39">39</xref>]</td>
                <td>1070 (97.1, 77.9)</td>
                <td>Descriptive study</td>
                <td>Tablet distribution</td>
                <td>Veterans Association distributed tablets to access challenged veterans to be used for any clinical care that does not require physical contact (mental health therapy, medication management, primary care, palliative care, and rehabilitation care).</td>
              </tr>
              <tr valign="top">
                <td>Kershaw et al, 2022 [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                <td>62 (100, 85)</td>
                <td>Pilot randomized controlled trial (RCT)</td>
                <td>Cell phone–based text messaging system</td>
                <td>One-way message appointment reminders for upcoming appointments for a range of services and 2-way messages, which requested a text response, asked participants about their mood.</td>
              </tr>
              <tr valign="top">
                <td>LePage et al, 2023 [<xref ref-type="bibr" rid="ref41">41</xref>]</td>
                <td>27 (81.5, 100)</td>
                <td>Pilot developmental study and pilot RCT</td>
                <td>Web-based vocational rehabilitation program</td>
                <td>Manualized vocational program to aid individuals in identifying work skills, generating examples of those skills, and developing answers to typical questions one might encounter during the interview process.</td>
              </tr>
              <tr valign="top">
                <td>McInnes et al, 2014 [<xref ref-type="bibr" rid="ref42">42</xref>]</td>
                <td>20 (80, 81)</td>
                <td>Uncontrolled before and after pilot study</td>
                <td>Text-messaging reminder intervention</td>
                <td>Participants were sent 2 text message appointment reminders on a schedule of 5 days and 2 days before their appointment.</td>
              </tr>
              <tr valign="top">
                <td>Reitzel et al, 2014 [<xref ref-type="bibr" rid="ref43">43</xref>]</td>
                <td>22 (100, 63.6)</td>
                <td>Descriptive study</td>
                <td>Smartphone-based Smoking cessation</td>
                <td>The smartphone was programmed to collect latitude-longitude data via an internal GPS chip at the time the random assessment was prompted.</td>
              </tr>
              <tr valign="top">
                <td>Rhoades et al, 2019 [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>13 (100, 46.2)</td>
                <td>Uncontrolled before and after pilot study</td>
                <td>Cell phone-based physical activity intervention</td>
                <td>Intervention to increase physical activity by encouraging walking via goal-setting and motivational text messaging, self-monitoring of walking behavior using pedometers, and providing ongoing feedback on walking performance.</td>
              </tr>
              <tr valign="top">
                <td>Wilson et al, 2023 [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>27 (100, 93)</td>
                <td>RCT</td>
                <td>Telephone-delivered cognitive behavioral therapy (CBT)</td>
                <td>Telephone-delivered CBT, tobacco cessation pharmacotherapy, long-term incentives for abstinence-delivered counseling sessions, and optional prescribed tobacco cessation pharmacotherapy.</td>
              </tr>
              <tr valign="top">
                <td>Wray et al, 2022 [<xref ref-type="bibr" rid="ref46">46</xref>]</td>
                <td>5127 (88, 87.8)</td>
                <td>Uncontrolled before and after study</td>
                <td>Distribution of video-enabled tablets and cell phones</td>
                <td>Program that provided video-enabled tablets to any Veteran who was deemed to have necessary clinical services and a technological need.</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>OPEH: older people experiencing homelessness.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Summary of included digital intervention outcomes for older people experiencing homelessness.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="120"/>
            <col width="80"/>
            <col width="100"/>
            <col width="250"/>
            <col width="450"/>
            <thead>
              <tr valign="top">
                <td>Author, year</td>
                <td>Duration (Months)</td>
                <td>Follow-up</td>
                <td>Outcomes measured</td>
                <td>Main Findings</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Békási et al, 2022 [<xref ref-type="bibr" rid="ref37">37</xref>]</td>
                <td>3</td>
                <td>6 months post</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Feasibility</p>
                    </list-item>
                    <list-item>
                      <p>Patient experience</p>
                    </list-item>
                    <list-item>
                      <p>Medical relevance</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>The study provided evidence of a feasible telecare setup in shelters for people experiencing homelessness.</p>
                    </list-item>
                    <list-item>
                      <p>Client satisfaction was high; participants reported similarly high ratings for ease of use and comfort.</p>
                    </list-item>
                    <list-item>
                      <p>Physicians reported the ability to assess the patient’s condition properly and make an adequate diagnosis.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Gabrielian et al, 2013 [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>unclear</td>
                <td>not stated</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Program acceptability to staff and consumers</p>
                    </list-item>
                    <list-item>
                      <p>Role of peers to support illness self-management</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Participants were satisfied with CCHT<sup>a</sup>.</p>
                    </list-item>
                    <list-item>
                      <p>Most did not require support from peers to engage in CCHT but valued peer social assistance.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Garvin et al, 2021 [<xref ref-type="bibr" rid="ref39">39</xref>]</td>
                <td>6</td>
                <td>not stated</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Tablet adoption and use</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Tablet use was more common among veterans experiencing homelessness who were younger (AOR<sup>b</sup>=2.77; <italic>P</italic>&#60;.001); middle-aged (AOR=2.28; <italic>P</italic>&#60;.001); in rural.</p>
                    </list-item>
                    <list-item>
                      <p>Use was less common among those who were Black (AOR=0.43; <italic>P</italic>&#60;.001) and those with a substance use disorder (AOR=0.59; <italic>P</italic>&#60;.001).</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Kershaw et al, 2022 [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                <td>4</td>
                <td>Immediately after (4 months)</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Number of ED encounters</p>
                    </list-item>
                    <list-item>
                      <p>Number of inpatient admissions</p>
                    </list-item>
                    <list-item>
                      <p>Appointment keeping</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>No significant differences were found in ED admissions and inpatient or outpatient care between the intervention and control groups.</p>
                    </list-item>
                    <list-item>
                      <p>Appointment no-show rates were 21.0% versus 30.6% (<italic>P</italic>=.08).</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>LePage et al, 2023 [<xref ref-type="bibr" rid="ref41">41</xref>]</td>
                <td>7 days</td>
                <td>6 months post</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>The acceptability of the system</p>
                    </list-item>
                    <list-item>
                      <p>The impact of the system</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Veterans found the web-based program as acceptable as a hardcopy manual covering similar material. Participants randomized to the web-based system were more likely to obtain employment than people randomized to the hardcopy manual.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>McInnes et al, 2014 [<xref ref-type="bibr" rid="ref42">42</xref>]</td>
                <td>2</td>
                <td>Immediately after (2 months)</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Feasibility, effectiveness, and acceptability of text message reminders for people experiencing homelessness</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Participants were satisfied with the text-messaging intervention and had very few technical difficulties.</p>
                    </list-item>
                    <list-item>
                      <p>Patient canceled visits, and no-shows trended downward.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Reitzel et al, 2014 [<xref ref-type="bibr" rid="ref43">43</xref>]</td>
                <td>1</td>
                <td>6 months post</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Associations between shelter proximity and real-time effects during a specific smoking quit attempt</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Closer proximity to the shelter was associated with greater negative effects only during the post-quit attempt week (<italic>P</italic>=.008). All participants relapsed to smoking by 1-week post-quit attempt.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Rhoades et al, 2019 [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>1.5</td>
                <td>12 months post</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Physical activity</p>
                    </list-item>
                    <list-item>
                      <p>Acceptability</p>
                    </list-item>
                    <list-item>
                      <p>Wellbeing</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Changes to people’s physical activity levels were limited, but participants reported increased quality of life during the intervention period. Interviews revealed that the intervention was well-received and enjoyable for participants.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Wilson et al, 2023 [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>1.5</td>
                <td>3, 6, and 12 months post</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>The effectiveness of the intervention on biochemically verified prolonged smoking abstinence</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>At 6 months, participants in the mCM group were significantly more likely to meet the criteria for prolonged abstinence (AOR=3.1). Across time points, veterans in the mCM group had twice the odds of prolonged abstinence as those in the standard care group. However, by the 12-month follow-up, no statistically significant group difference in abstinence existed.</p>
                    </list-item>
                  </list>
                </td>
              </tr>
              <tr valign="top">
                <td>Wray et al, 2022 [<xref ref-type="bibr" rid="ref46">46</xref>]</td>
                <td>6</td>
                <td>immediately (6 months post)</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Characterize device recipients</p>
                    </list-item>
                    <list-item>
                      <p>Assess in-person, telephone, and video-based engagement patterns across a variety of clinical settings</p>
                    </list-item>
                  </list>
                </td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Compared with the 6 months prior to device receipt, in the 6 months following receipt, in-person and video engagement increased by an average of 1.4 visits (8%) and 3.4 visits (125%). Tablet users had a substantially more significant increase in video-based engagement (þ3.2 visits [þ110%] vs þ0.9 [þ64%]).</p>
                    </list-item>
                  </list>
                </td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table2fn1">
              <p><sup>a</sup>CCHT: Care Coordination Home Telehealth.</p>
            </fn>
            <fn id="table2fn2">
              <p><sup>b</sup>AOR: adjusted odds ratio.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <fig id="figure2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>Summary of the 10 digital interventions included in this review. Interventions were categorized into implementing telecare for people experiencing homelessness, distributing technology to enable digital inclusion, text message reminder interventions, and 4 interventions delivered digitally. CBT: cognitive behavioral therapy.</p>
          </caption>
          <graphic xlink:href="jmir_v27i1e63898_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
        <p>No papers included aimed to develop or deliver interventions specifically for older people experiencing homelessness participants. Additionally, no interventions were found specifically for organizations supporting people experiencing homelessness. Thus, all included studies were developed to be used by individuals experiencing homelessness without specific considerations for older age.</p>
      </sec>
      <sec>
        <title>Outcomes From Digital Interventions</title>
        <sec>
          <title>Overview</title>
          <p>Thematic analysis of study outcomes identified 4 themes: improved digital inclusion, enhanced service engagement and care, no significant outcomes, and unintended consequences from digital interventions (summarized in <xref ref-type="boxed-text" rid="box2">Textbox 2</xref>). Individual intervention outcomes are summarized in <xref ref-type="table" rid="table2">Table 2</xref>. Barriers and facilitators for digital interventions were synthesized from the included interventions. Finally, the thematic analysis identified the overall feasibility of the included interventions.</p>
          <boxed-text id="box2" position="float">
            <title>Outcomes from included digital interventions for older people experiencing homelessness and their impact on them.</title>
            <p>
              <bold>Improved digital inclusion:</bold>
            </p>
            <list list-type="bullet">
              <list-item>
                <p>More equitable access to digital tools by improving the availability of resources [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]</p>
              </list-item>
              <list-item>
                <p>Improved perceptions of digital intervention [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>]</p>
              </list-item>
            </list>
            <p>
              <bold>Enhancing service engagement and care:</bold>
            </p>
            <list list-type="bullet">
              <list-item>
                <p>Improvement in appointment attendance [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]</p>
              </list-item>
              <list-item>
                <p>Improvement in medication adherence [<xref ref-type="bibr" rid="ref42">42</xref>]</p>
              </list-item>
              <list-item>
                <p>Improvement in perceived quality of care [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref38">38</xref>]</p>
              </list-item>
            </list>
            <p>
              <bold>Unintended outcomes:</bold>
            </p>
            <list list-type="bullet">
              <list-item>
                <p>Disengagement with in person services [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]</p>
              </list-item>
            </list>
          </boxed-text>
        </sec>
        <sec>
          <title>Improved Digital Inclusion</title>
          <p>The outcomes of 5 included studies demonstrated more equitable access to digital tools for older people experiencing homelessness [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. First, 2 studies evaluating device distribution programs concluded that tablet distribution offers a model for expanding access to health-related technology and telemedicine [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. In the first study, Garvin et al [<xref ref-type="bibr" rid="ref39">39</xref>] found that nearly half (45.9%) of veterans experiencing homelessness who received a tablet went on to use the device for video health consultation within 6 months of receipt. The most frequent tablet use was for tele-mental health support. In bivariate analyses, homeless tablet users were also less likely to have 3 or more chronic conditions (48.7% vs 56.7%; <italic>P</italic>=.006) or to have substance misuse disorder (47.6% vs 58.2%) [<xref ref-type="bibr" rid="ref39">39</xref>]. The second study was a 6-month evaluation of people experiencing homelessness as digital device recipients. Wray et al [<xref ref-type="bibr" rid="ref46">46</xref>] found engagement characteristics were similar between those who received a tablet or a cell phone, though fewer individuals with a cell phone had video encounters after receiving a device (45.3% vs 67.4%; <italic>P</italic>&#60;.001), compared with those who received a tablet.</p>
          <p>In addition to improving the availability of resources for digital inclusion, 2 studies addressed perceptions or acceptability of the intervention within the population, promoting digital inclusivity [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>]. For example, during a 12-week telecare pilot for people experiencing homelessness in sheltered housing, Békási et al [<xref ref-type="bibr" rid="ref37">37</xref>] demonstrated a significant difference in openness to telecare among people experiencing homelessness participants. They found that a group of previously digitally excluded homeless persons found the telecare visits helpful and valuable [<xref ref-type="bibr" rid="ref37">37</xref>]. Similarly, Gabrielian et al [<xref ref-type="bibr" rid="ref38">38</xref>] found support for telecare acceptability among homeless veterans with chronic conditions.</p>
        </sec>
        <sec>
          <title>Enhancing Service Engagement and Care</title>
          <p>Two studies used text message appointment reminders and showed improvement in appointment attendance and medication adherence for people experiencing homelessness [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. In an 8-week pilot intervention period, McInnes et al [<xref ref-type="bibr" rid="ref42">42</xref>] compared appointment attendance in pre and postintervention periods for a text messaging reminder intervention. They found that twice-weekly text message reminders led to a significant reduction of 30% in patient-cancelled appointments, and “no-shows” (missed appointments) were reduced by 19% [<xref ref-type="bibr" rid="ref42">42</xref>]. Similarly, when they assessed the feasibility and effectiveness of text messaging to increase outpatient care engagement and medication adherence in people experiencing homelessness in Boston, Kershaw et al [<xref ref-type="bibr" rid="ref40">40</xref>] recorded positive comments from participants overall. Qualitative findings from the follow-up interviews with intervention group participants showed that text messages functioned as social support. In addition, text messages complemented the participant’s lifestyle, and appointment reminders were helpful to ensure attendance [<xref ref-type="bibr" rid="ref40">40</xref>].</p>
          <p>The 2 telecare interventions demonstrated that digital delivery was acceptable to people experiencing homelessness and significantly improved the perceived quality of care [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref38">38</xref>]. Participants in the telecare pilot by Békási et al [<xref ref-type="bibr" rid="ref37">37</xref>] were present at more than 90% of initially planned appointments, and almost 3-quarters of recruited clients completed the whole course of 6 web-based visits. In postintervention qualitative interviews for a Care Coordination Home Telehealth intervention, participants described telecare as user-friendly and promoted illness self-management [<xref ref-type="bibr" rid="ref11">11</xref>]. Similarly, Wray et al [<xref ref-type="bibr" rid="ref46">46</xref>] found that the distribution of “tablets” to veterans improved participants’ access to clinical services as it facilitated telecare uptake.</p>
          <p>Three digital interventions improved the health and well-being outcomes of people experiencing homelessness [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref45">45</xref>]. In a comparative effectiveness trial of digital smoking cessation, Wilson et al [<xref ref-type="bibr" rid="ref45">45</xref>] reported that veterans in the digitally delivered cognitive behavioral therapy group had twice the odds of prolonged tobacco abstinence compared with the control. Similarly, Rhoades et al [<xref ref-type="bibr" rid="ref44">44</xref>] identified text messaging and the use of pedometers as a feasible and promising option for improving health and well-being among people experiencing homelessness, as slightly more than half (54%) of participants increased their weekly steps from the beginning to the end of the intervention.</p>
        </sec>
        <sec>
          <title>Digital Interventions Demonstrated no Significant Difference</title>
          <p>Conversely, 2 studies could not demonstrate any significant difference between control and intervention groups in prestated outcomes for some aspects of digital interventions [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]. Kershaw et al [<xref ref-type="bibr" rid="ref40">40</xref>] aimed to demonstrate outcomes in the text messaging reminders that impacted inpatient care for veterans experiencing homelessness; however, no significant differences were found in an inpatient or outpatient care engagement between the intervention and control groups. Additionally, when stratified by appointment type, there were no significant differences in appointment keeping between intervention and control groups, and estimated effect sizes were small for both appointment types. However, effect sizes for completed appointments and no-shows were slightly larger for physical health appointments than for behavioral health appointments [<xref ref-type="bibr" rid="ref40">40</xref>]. In a randomized controlled pilot test of employment outcomes, Lepage et al [<xref ref-type="bibr" rid="ref41">41</xref>] found that the web-based vocational rehabilitation program’s control and intervention groups did not differ significantly in the number of modules completed.</p>
        </sec>
        <sec>
          <title>Unintended Outcomes of Digital Interventions</title>
          <p>Two studies reported unintended consequences of implementing digital interventions [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. Wray et al [<xref ref-type="bibr" rid="ref46">46</xref>] observed a “substitutive effect”—where telephone-based engagement decreased while in-person and video-based engagement increased at a commensurate rate. Further, compared with those who received a cell phone, those who received a tablet had a smaller increase in in-person (1.3 visits, 8% vs 2.1 visits, 13%) visits and a greater decrease (4.6 visits, 23% vs 1.8 visits, 12%) in telephone visits. They suggest this could negatively impact patients’ willingness to engage with in-person care options [<xref ref-type="bibr" rid="ref46">46</xref>]. This aligns with the findings of Gabrielian et al [<xref ref-type="bibr" rid="ref38">38</xref>], which reported the unintended negative consequence of participants feeling detached from the technology by the digital delivery of telehealth. In particular, participants felt digital delivery was impersonal.</p>
        </sec>
      </sec>
      <sec>
        <title>Barriers and Facilitators to Digital Interventions for Older People Experiencing Homelessness</title>
        <sec>
          <title>Overview</title>
          <p>Five studies reported age and pre-existing digital exclusion as barriers to people experiencing homelessness in the studied digital interventions [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. <xref ref-type="table" rid="table3">Table 3</xref> summarizes the barriers and facilitators identified in the review. Three studies found that the predominant facilitators of digital interventions for people experiencing homelessness were organizational support and peer support [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>].</p>
          <table-wrap position="float" id="table3">
            <label>Table 3</label>
            <caption>
              <p>Summary of the reported barriers and facilitators of digital interventions of older people experiencing homelessness.</p>
            </caption>
            <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
              <col width="500"/>
              <col width="500"/>
              <thead>
                <tr valign="top">
                  <td>Barriers</td>
                  <td>Facilitators</td>
                </tr>
              </thead>
              <tbody>
                <tr valign="top">
                  <td>Digital literacy [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]</td>
                  <td>Organization support/technical assistance [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]</td>
                </tr>
                <tr valign="top">
                  <td>Device loss and theft [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                  <td>Charging spots [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                </tr>
                <tr valign="top">
                  <td>Internet connection [<xref ref-type="bibr" rid="ref46">46</xref>]</td>
                  <td>Peer support [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                </tr>
                <tr valign="top">
                  <td>Prohibitive cost (data and minutes) [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]</td>
                  <td>—<sup>a</sup></td>
                </tr>
                <tr valign="top">
                  <td>Age [<xref ref-type="bibr" rid="ref39">39</xref>]</td>
                  <td>—</td>
                </tr>
              </tbody>
            </table>
            <table-wrap-foot>
              <fn id="table3fn1">
                <p><sup>a</sup>Not applicable.</p>
              </fn>
            </table-wrap-foot>
          </table-wrap>
        </sec>
        <sec>
          <title>Barrier: Digital Exclusionary Factors for People Experiencing Homelessness</title>
          <p>Three studies noted participants’ difficulties in operating devices and a need for supporting digital literacy. Kershaw et al [<xref ref-type="bibr" rid="ref40">40</xref>] highlighted digital literacy problems, with 31% (n=19) of participants reporting some technical difficulty, confusion, and usability problems when operating flip phones. Furthermore, Kershaw et al [<xref ref-type="bibr" rid="ref40">40</xref>] reported loss and theft of mobile devices frequently during the study, requiring numerous replacements given the population is at elevated risk of experiencing theft and limited ability to store devices securely. In distributing tablets to people experiencing homelessness, Wray et al [<xref ref-type="bibr" rid="ref46">46</xref>] highlighted challenges in maintaining connectivity to the internet and digital literacy problems as factors negatively impacting their experience of such tools. Similarly, McInnes et al [<xref ref-type="bibr" rid="ref42">42</xref>] noted financial barriers to mobile phone use (eg, running out of minutes).</p>
        </sec>
        <sec>
          <title>Barrier: Age</title>
          <p>One study reported age as a barrier to the tablet adoption intervention. Following distribution, tablet use was more common among veterans experiencing homelessness who were younger (adjusted odds ratio 2.77; <italic>P</italic>&#60;.001). Garvin et al [<xref ref-type="bibr" rid="ref39">39</xref>] suggest that older veterans would benefit from simplified user interface designs and digital literacy training to increase comfort, confidence, and willingness to use.</p>
        </sec>
        <sec>
          <title>Facilitator: Organizational Support Required</title>
          <p>No studies identified in the review focused their intervention on organizations supporting people experiencing homelessness. However, 4 studies note that assistance from support staff or research teams was required in the set-up or duration of the intervention [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. In the telecare intervention of Békási et al [<xref ref-type="bibr" rid="ref37">37</xref>], the presence of on-site assistants served as technical support and prevented any misunderstandings regarding medication or referral issues. Rhoades et al [<xref ref-type="bibr" rid="ref44">44</xref>] gave participants one-on-one assistance with using text messaging as needed. Wray et al [<xref ref-type="bibr" rid="ref46">46</xref>] preconfigured devices and loaded them with videoconferencing software and mobile apps for participant ease. Kershaw et al [<xref ref-type="bibr" rid="ref40">40</xref>] conclude that making charging more readily available where homeless persons spend their time could also help reduce theft, such as near bedsides in shelters (inside lockers) and more widely available in libraries, health clinics, food banks, and soup kitchens.</p>
        </sec>
        <sec>
          <title>Facilitator: Peer Support</title>
          <p>Two studies suggested implementing peer support to enhance adherence and troubleshoot utility issues [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref45">45</xref>]. Gabrielian et al [<xref ref-type="bibr" rid="ref38">38</xref>] employed peer mentors to conduct visits with veterans to assess relevant psychosocial circumstances and report back to researchers on any equipment/medical concerns. They suggested that peers could significantly break down patient-level barriers to participation in telecare management. Nevertheless, institutional obstacles prevented peer contact with veterans- with 10 of 14 participants opting for adjunctive peer support [<xref ref-type="bibr" rid="ref38">38</xref>]. Similarly, Wilson et al [<xref ref-type="bibr" rid="ref45">45</xref>] suggest approaches that integrate peer support into smoking cessation intervention sessions/groups might be beneficial, given previous research indicating that knowing 5 quitters was associated with greater odds of achieving smoking abstinence among homeless smokers.</p>
        </sec>
      </sec>
      <sec>
        <title>Potential Viability of Digital Interventions for Older People Experiencing Homelessness</title>
        <p>Three included studies concluded that the intervention demonstrated the viability of digital delivery for older people experiencing homelessness [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. There was evidence of a feasible telecare setup in shelters offering accommodation to people experiencing homelessness that might support the planning of future telecare services for vulnerable populations [<xref ref-type="bibr" rid="ref37">37</xref>]. McInnes et al [<xref ref-type="bibr" rid="ref42">42</xref>] proposed that text messages are a feasible digital intervention as they are an unobtrusive connection to patients, and mobile phones are one of the few communication tools that people experiencing homelessness can attain. Further, they concluded that appointment reminders are greatly needed for this population because they frequently lack the tools that nonhomeless take for granted: reliable mailing addresses, landline phones, wall or computerized calendars, and social supports to remind them of appointments [<xref ref-type="bibr" rid="ref42">42</xref>].</p>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>The scoping review examined the range, nature, and use of digital interventions available to older people experiencing homelessness and organizations that support older people experiencing homelessness. We identified only concerned studies within an Organization for Economic Co-operation and Development context detailing digital interventions with participants who were older and experiencing homelessness. The nature of interventions included digitally delivered primary health care (telecare) [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref39">39</xref>], appointment reminders [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>], technology distribution [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref46">46</xref>], and well-being interventions delivered in a digital format [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref43">43</xref>-<xref ref-type="bibr" rid="ref45">45</xref>]. Included interventions found that common barriers were existing digital exclusion factors for older people experiencing homelessness, such as digital literacy, absence of safe storage for technology, and inconsistent internet connectivity. Suggested facilitators for older people experiencing homelessness in digital interventions were organizational and peer support. The searches found no interventions designed for adoption by support services (as opposed to the older people experiencing homelessness user). Further, it should be noted there was a lack of studies reporting on other dimensions of exclusion (ethnicity, gender, etc) for older people experiencing homelessness. Finally, no included interventions were intended for sole use by a cohort of older homeless adults; subsequently, there were no specific considerations for older people in the intervention design. Therefore, this review highlights the paucity of digital interventions designed for and delivered to older people experiencing homelessness.</p>
      </sec>
      <sec>
        <title>Older People Experiencing Homelessness and Digital Engagement</title>
        <p>This review demonstrates evidence that digital interventions could benefit older people experiencing homelessness. Consequently, it is crucial to understand the prevalence and use of technology among older people experiencing homelessness to implement digital interventions effectively. People experiencing homelessness access to mobile devices varies greatly. One study showed that as many as 95% had a mobile phone, and 77% reported having a smartphone [<xref ref-type="bibr" rid="ref48">48</xref>]. However, participants from an ongoing clinical trial at a homeless shelter in Texas reported lower (28.4%) access to an active cell phone. However, 88.6% of participants reported at least weekly internet use, and 77.2% used email [<xref ref-type="bibr" rid="ref49">49</xref>]. It is well established that older adults in the general population use technological solutions at lower rates than younger adults [<xref ref-type="bibr" rid="ref50">50</xref>]. In addition, little is known about access to and use of the internet and mobile phones by older homeless adults. Raven et al [<xref ref-type="bibr" rid="ref20">20</xref>] make one of the only attempts to describe the access to and use of mobile phones, computers, and the internet among 350 homeless adults older than 50 years. They found that most (72.3%) participants owned or had mobile phone access. Participants used phones and the internet to communicate with medical personnel (64.6%), search for housing and employment (30.7%), and to contact their families (82.3%). They concluded that participants had a lower prevalence of smartphone and internet access than adults aged older than 65 years in the general public or low-income adults. Participants faced barriers to mobile phone and internet use, including financial barriers and functional and cognitive impairments [<xref ref-type="bibr" rid="ref20">20</xref>].</p>
        <p>Only one included intervention analyzed age as a variable for use, where tablet use was less likely for older participants [<xref ref-type="bibr" rid="ref39">39</xref>]. Similarly, in a sample of homeless-experienced adults aged 50 years and older, Raven et al [<xref ref-type="bibr" rid="ref20">20</xref>] found that almost 3-quarters of participants had current access to a mobile phone. However, participants had a lower prevalence of smartphone and internet access than adults older than 65 years in the general public or low-income adults [<xref ref-type="bibr" rid="ref20">20</xref>]. This demonstrates that premature aging and complex social challenges that are attributed to homelessness are significant factors in digital exclusion. Concurrently, in the literature, there are significantly more evaluated digital interventions for youth experiencing homelessness (YEH) than those retrieved for this review [<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref51">51</xref>-<xref ref-type="bibr" rid="ref61">61</xref>]. The disparity in tailored interventions for YEH and older people experiencing homelessness further illustrates the widening digital divide for older people experiencing homelessness.</p>
      </sec>
      <sec>
        <title>Digital Exclusion as a Barrier</title>
        <p>Three included studies highlighted exclusionary factors associated with homelessness, causing barriers for digital interventions [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. Technological competency, limited safe storage, and lack of internet connectivity were all referenced in this review as barriers to digital interventions for individuals experiencing homelessness [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. Sieck et al [<xref ref-type="bibr" rid="ref62">62</xref>] state that digital literacies and internet connectivity have been called the “super social determinants of health” because they address all other social determinants of health. For example, applications for employment, housing, and other assistance programs, are increasingly, and sometimes exclusively, accessible via the web [<xref ref-type="bibr" rid="ref62">62</xref>]. In their systematic review of technology for people experiencing homelessness, Heaslip et al [<xref ref-type="bibr" rid="ref19">19</xref>] found that older people experiencing homelessness felt further marginalized by the modern benefits system that “assumes” digital competence and confidence. As participation in most included studies was voluntary, older people experiencing homelessness with a more positive attitude and openness toward telecare might have been overrepresented in the sample, skewing the sample to those more digitally literate [<xref ref-type="bibr" rid="ref37">37</xref>]. “Access instability” is a term used by Galperin et al [<xref ref-type="bibr" rid="ref63">63</xref>] to describe their findings that reliable access to electrical power represents a fundamental yet understudied barrier to mobile use. Lacking a safe and reliable place to charge devices, the unstably housed must activate coping strategies that limit digital engagement and constrain use [<xref ref-type="bibr" rid="ref63">63</xref>]. Overall, this suggests that while digital interventions have the potential to expand inclusion, existing literacy and connectivity barriers must be addressed in tandem with implementation.</p>
      </sec>
      <sec>
        <title>Facilitators of Digital Interventions</title>
        <p>Despite those barriers, digital interventions can also facilitate access to care. In this review, Garvin et al [<xref ref-type="bibr" rid="ref39">39</xref>] suggest older veterans would benefit from simplified computer app designs and digital literacy training to increase comfort, confidence, and willingness to engage in their tablet adoption intervention. Concurrently, Sieck et al [<xref ref-type="bibr" rid="ref62">62</xref>] posit that improving digital literacy skills to access valuable digital tools is key to reducing disparities. In a digital access survey for people experiencing homelessness, Sturman et al [<xref ref-type="bibr" rid="ref64">64</xref>] found that digital literacy was positively associated with uptake in digital health interventions. Relatedly, Van den Berk-Clark and McGuire [<xref ref-type="bibr" rid="ref65">65</xref>] argue that the issue of trust between people experiencing homelessness and support services is multifaceted and is influenced by technical competence and the degree to which the individual is made to feel welcome. A study of video consultation suggested that clinicians interacting with homeless-experienced older adults should prioritize addressing the potential skepticism of video calls. Further, it is proposed that clinicians should assess their access to and knowledge of video conferencing technology [<xref ref-type="bibr" rid="ref66">66</xref>].</p>
        <p>Similarly, 4 studies found that organizational or research team support facilitated the engagement of people experiencing homelessness with digital interventions. Furthermore, the authors identified peer support as a key contributor to participants’ comfort with digital interventions [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. However, Gabrielian et al [<xref ref-type="bibr" rid="ref38">38</xref>] stated that most participants did not use peer support and highlighted that fostering trust with those providing technology assistance was of primary importance. Similarly, Glover et al [<xref ref-type="bibr" rid="ref54">54</xref>] found that YEH preferred automated mobile phone functions that avoided interaction with professionals and peers.</p>
        <p>This review included 6 studies with interventions conducted with veterans in the United States [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. The interventions benefited from the support and infrastructure of the US Department of Veterans Affairs (VA) [<xref ref-type="bibr" rid="ref67">67</xref>]. It can be assumed that the integration of VA into the health system facilitated the implementation of the interventions. However, additional evaluative research on the context of the implementation is required to determine if internal process barriers nullify any potential facilitatory effects [<xref ref-type="bibr" rid="ref68">68</xref>].</p>
      </sec>
      <sec>
        <title>Implications for Policy and Practice and Future Research</title>
        <p>This scoping review highlights several research gaps, upon which we base the following recommendations:</p>
        <list list-type="order">
          <list-item>
            <p>The review demonstrated a largely positive view of older people experiencing homelessness’s digital interventions however, this needs to be supported by additional empirical evidence of the health and well-being benefits.</p>
          </list-item>
          <list-item>
            <p>Additional research is needed to examine older people experiencing homelessness’s access to and use of digital tools and interventions.</p>
          </list-item>
          <list-item>
            <p>More research is needed on the digital health literacy skills of older people experiencing homelessness and their experiences of using technology to search for and access information and services.</p>
          </list-item>
          <list-item>
            <p>Additional evaluation of the implementation infrastructure, for example, the health system deploying a telecare initiative, on the efficacy of an intervention for older people experiencing homelessness</p>
          </list-item>
          <list-item>
            <p>Finally, future research should also focus on developing and evaluating digital interventions for older people experiencing homelessness.</p>
          </list-item>
        </list>
        <p>The use of digital interventions is a rapidly developing area of practice for professionals with several elements to consider, including:</p>
        <list list-type="order">
          <list-item>
            <p>increasing access to technology</p>
          </list-item>
          <list-item>
            <p>optimizing technology-based infrastructure,</p>
          </list-item>
          <list-item>
            <p>providing training for community outreach and practitioners,</p>
          </list-item>
          <list-item>
            <p>engaging service users in the co-design of diverse and contextually sensitive interventions</p>
          </list-item>
        </list>
        <p>Due to longstanding digital barriers, implementing digital interventions without addressing older people experiencing homelessness’s digital exclusion will likely further damage trust and perpetuate existing poor support service access. As such, services should:</p>
        <p>5.     systematically assess individual patients’ digital literacies,</p>
        <p>6.     learn about their internet access, and</p>
        <p>7.     work to address their needs.</p>
        <p>8.     Partner with community-based organizations with expertise in digital literacy training to address comfortability.</p>
        <p>Policy for digital inclusion of older people experiencing homelessness should prioritize free and accessible technology in public settings (eg, shelters, community centers, libraries, and harm reduction centers) and free access to mobile devices. Action is needed across government, public, private, and third-sector organizations to ensure capitalization on the potential for digital interventions to address health and well-being while minimizing the risk of exacerbating existing health inequalities.</p>
      </sec>
      <sec>
        <title>Strengths and Limitations</title>
        <p>This scoping review has several strengths. To the best of our knowledge, it is the first scoping review to describe the digital interventions for older people experiencing homelessness. We followed the JBI guidance for scoping reviews [<xref ref-type="bibr" rid="ref33">33</xref>] and our database searching, handling of data, and reporting adhered to published guidelines for undertaking a robust standard scoping review [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref27">27</xref>].</p>
        <p>Several limitations should be highlighted. Given the heterogeneity of study methods, we did not systematically assess the quality of studies. Similarly, only English language publications were included due to time and human resources. As there was inconsistency in how papers reported participant age, either a subgroup of participants was clearly defined as older than 50 years or the entire participant group’s mean age was older than 50 years. We acknowledge that this inclusion method may generate an incomplete picture of available interventions for older people experiencing homelessness. Most participants in the included studies are veterans based in the United States; therefore, any attempt to generalize these results should be undertaken with caution.</p>
        <p>Finally, as this study is not a formal meta-analysis, we did not use more complex statistical pooling methods or analyze the heterogeneity in outcomes reported; as such, our results should be interpreted with these considerations in mind.</p>
      </sec>
      <sec>
        <title>Conclusion</title>
        <p>Our findings demonstrate the paucity of bespoke digital interventions for older people experiencing homelessness. However, the included studies demonstrate some evidence for the acceptability and feasibility of digital interventions for older people experiencing homelessness. To leverage the potential benefits of digital interventions for older people experiencing homelessness, implementing such interventions will require additional consideration of the multiple exclusionary factors experienced by older people experiencing homelessness. The anticipated increase in the number of older people experiencing homelessness warrants further research on the impact of digital interventions for this vulnerable population.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist.</p>
        <media xlink:href="jmir_v27i1e63898_app1.docx" xlink:title="DOCX File , 49 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>Search Strings.</p>
        <media xlink:href="jmir_v27i1e63898_app2.docx" xlink:title="DOCX File , 28 KB"/>
      </supplementary-material>
      <supplementary-material id="app3">
        <label>Multimedia Appendix 3</label>
        <p>Database returned results.</p>
        <media xlink:href="jmir_v27i1e63898_app3.xlsx" xlink:title="XLSX File  (Microsoft Excel File), 10013 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">ACMDL</term>
          <def>
            <p>Association for Computing Machinery Digital Library</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">ASSIA</term>
          <def>
            <p>Applied Social Sciences Index &#38; Abstracts</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">CINHAL</term>
          <def>
            <p>Cumulated Index to Nursing and Allied Health Literature</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">ERIC</term>
          <def>
            <p>Educational Resources Information Centre</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">ETHOS</term>
          <def>
            <p>European Typology of Homelessness and Housing Exclusion</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">IBSS</term>
          <def>
            <p>International Bibliography of the Social Sciences</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">IEEE</term>
          <def>
            <p>Institute of Electrical and Electronics Engineers</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb8">JBI</term>
          <def>
            <p>Joanna Briggs Institute</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb9">PRESS</term>
          <def>
            <p>Peer Review of Electronic Search Strategies</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb10">PRISMA-ScR</term>
          <def>
            <p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb11">VA</term>
          <def>
            <p>Veterans Affairs</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb12">YEH</term>
          <def>
            <p>youth experiencing homelessness</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>We want to thank Rowena Stewart, academic support librarian at the University of Edinburgh Library, for her contribution to the literature search. We are also grateful for David Henderson’s initial contribution to this scoping review, who reviewed the protocol prior to registration. Finally, thanks to Victoria Barber Fleming, who supported the pilot screening. This research was funded by the Legal &#38; General Group (a research grant to establish the independent Advanced Care Research Centre at the University of Edinburgh). The funder had no role in the conduct of the study, interpretation, or the decision to submit for publication. The views expressed are those of the authors and not necessarily those of Legal &#38; General.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>EA conceptualized this research, and SWM, ED, CS, and MW contributed to the study design. Search Strategy and searches were completed by EA in consultation with RS. The title and abstract screening were conducted by EA, LN, RG, and CSJ, and full-text screening and data extraction were carried out by EA and LN. The manuscript was drafted by EA. A critical review of the manuscript was undertaken by SWM, ED, CS, and MW. EA is the guarantor, accepts full responsibility for the finished work and the conduct of the study, and has access to the data. All authors approved the final manuscript<bold>.</bold></p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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