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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">jss</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Social Sciences</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2327-5960</issn>
      <issn pub-type="ppub">2327-5952</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/jss.2026.148035</article-id>
      <article-id pub-id-type="publisher-id">jss-153363</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Business</subject>
          <subject>Economics</subject>
          <subject>Social Sciences</subject>
          <subject>Humanities</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Current Advances in Adherence Support for Patients Experiencing Homelessness in America: A Scoping Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Little</surname>
            <given-names>Christopher</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Holmes</surname>
            <given-names>David</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Sampson Regional Medical Center, Clinton, USA </aff>
      <aff id="aff2"><label>2</label> Department of Family Medicine, Jacobs School of Medicine and Biomedical Sciences, State University of NY at Buffalo, Buffalo, USA </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>03</day>
        <month>08</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>08</month>
        <year>2026</year>
      </pub-date>
      <volume>14</volume>
      <issue>08</issue>
      <fpage>594</fpage>
      <lpage>609</lpage>
      <history>
        <date date-type="received">
          <day>20</day>
          <month>06</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>22</day>
          <month>08</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>25</day>
          <month>08</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/jss.2026.148035">https://doi.org/10.4236/jss.2026.148035</self-uri>
      <abstract>
        <p><bold>Introduction</bold>: The number of people in America experiencing homelessness reached an all-time high in 2024. While housing remains the first priority, improving treatment adherence is expected to reduce the disease burden in this population and facilitate better integration with social support services. <bold>Methods</bold>: A scoping review was performed using PRISMA-ScR guidelines. The literature search was conducted via the databases PubMed, EMBASE, and Web of Science, as well as via the government registry ClinicalTrials.gov. We identified 249 records, after duplicate removal, which were screened by title and abstract, then by full-text review. Our inclusion criteria were trials published in English, between 2015 and 2025, in a peer-reviewed journal, with an intervention targeting treatment adherence improvement, and American participants described as either homeless or with a sample subset of participants described as homeless. <bold>Results</bold>: Twenty records met inclusion criteria for this review, although these represented only sixteen different trials, owing to three trials which spread data across multiple publications. Of these final sixteen, six are described here as psychosocial interventions, five are described here as direct action interventions, two were smartphone-based mobile health (mHealth) interventions, one was a contingency management trial, one was a trial of MAT managed by ED physicians, and the last was a trial of urine biomarker testing. <bold>Con</bold><bold>clusions</bold>: The interventions with the strongest evidence for improving treatment adherence in homeless Americans were those described here as direct action. Conversely, the smartphone-based interventions showed the weakest evidence for adherence improvement. A common theme which emerged in this comparison was that interventions which did more to proactively engage patients and provide face-to-face support appeared to obtain better adherence.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Homeless</kwd>
        <kwd>Unhoused</kwd>
        <kwd>People Experiencing Homelessness</kwd>
        <kwd>Unstably Housed</kwd>
        <kwd>Treatment</kwd>
        <kwd>Adherence</kwd>
        <kwd>Psychosocial</kwd>
        <kwd>Direct Action</kwd>
        <kwd>Mobile Health</kwd>
        <kwd>mHealth</kwd>
        <kwd>Smartphone</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>According to the Annual Homeless Assessment Report (AHAR) put together by the US Department of Housing and Urban Development, in 2024 America saw the largest number of people experiencing homelessness since record-keeping began ([<xref ref-type="bibr" rid="B17">17</xref>]). This places an enormous humanitarian and economic burden on communities in the United States, which can be ameliorated by effective programs which support rehousing ([<xref ref-type="bibr" rid="B4">4</xref>]). However, many homeless Americans experience health challenges beyond the problem of shelter ([<xref ref-type="bibr" rid="B11">11</xref>]; [<xref ref-type="bibr" rid="B25">25</xref>]). From psychiatric illness to infectious diseases, there is a wide array of comorbid conditions which often present additional challenges for people already struggling to reintegrate socially ([<xref ref-type="bibr" rid="B11">11</xref>]; [<xref ref-type="bibr" rid="B15">15</xref>]; [<xref ref-type="bibr" rid="B25">25</xref>]). </p>
      <p>Current literature supports prioritizing the housing problem, specifically through Housing First programs, but medical comorbidities can complicate a person’s ability to engage with these programs ([<xref ref-type="bibr" rid="B33">33</xref>]). While nothing precludes simultaneous treatment of comorbid conditions, obtaining adherence in this po-pulation has historically been very difficult for multiple reasons ([<xref ref-type="bibr" rid="B7">7</xref>]; [<xref ref-type="bibr" rid="B15">15</xref>]; [<xref ref-type="bibr" rid="B45">45</xref>]). Therefore, addressing patient adherence represents a key challenge on the path towards improving homelessness overall. </p>
      <p>The most recent AHAR shows that 16.4% of homeless Americans are currently in rural or largely rural areas, but it remains unknown whether this population is represented in current trials ([<xref ref-type="bibr" rid="B17">17</xref>]). </p>
      <p>The purpose of this review is to identify recent efforts to improve treatment adherence among people experiencing homelessness in America. A scoping review method is well suited for this task because, at present, the literature concerning treatment of homeless patients is not well unified. This scoping review will lay the groundwork for a more systematic approach to this topic in the future.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <p>We conducted a scoping review without the assistance of research software. The review design was based on the Arksey and O’Malley framework described in JBI, and PRISMA-ScR guidelines. Literature searches were performed via the databases PubMed, EMBASE, and Web of Science, as well as ClinicalTrials.gov, the current US government registry for clinical trials. </p>
      <p>The search terms used were (homeless AND adherence AND trial). Variations and synonyms of these search terms were attempted, such as with “unhoused”, “unsheltered”, “unstably housed”, etc., but this did not add novel results, as all studies using varied terminology also included the word “homeless”. Variations and synonyms of “adherence” were not considered. The most common, “compliance”, represents an approach to treatment which is opposed to the idea of seeking adherence; this difference is more than semantic, as it reflects the view of the investigators towards their participants. Variations on “trial” were not considered, as this is a central concept to the present review. However, the word “trial” was omitted from the registry search, given that all results were trials by nature of the registry. Search results were date limited to the range of the inclusion criteria.</p>
      <p>Search results were screened by title and abstract, then by full text, based on the following inclusion criteria:</p>
      <p>1) Original research articles from Jan 1, 2015 to Mar 24, 2025; </p>
      <p>2) Published in the English language; </p>
      <p>3) Published in peer-reviewed journals;</p>
      <p>4) Trialed on American participants; </p>
      <p>5) With either all participants described as homeless, or a clearly distinguished subset corresponding to participants described as homeless or any variation on this term;</p>
      <p>6) With an intervention targeting treatment adherence.</p>
      <fig id="fig1">
        <label>Figure 1</label>
        <graphic xlink:href="https://html.scirp.org/file/6500374-rId11.jpeg?20260825015854" />
      </fig>
      <p>Figure 1. PRISMA flow diagram for study selection (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.33289446">https://doi.org/10.6084/m9.figshare.33289446</ext-link>).</p>
      <p>Records not meeting all these criteria were excluded. This review is directed towards present action in the United States, for which we believe recent (≤ 10 years old) evidence from that region is of particular relevance. A preset form was used to extract data from all studies identified using these criteria. The form, with data as extracted, can be found in Supplemental <xref ref-type="fig" rid="fig1">Figure 1</xref>. The form was used to catalog all studies which met inclusion criteria, along with their study designs, target problem, intervention, sample size, follow-up timing, outcomes, and limitations, if any. Further, each study was analyzed to discover whether its participants were in urban, rural, or both types of environments, if known. With respect to outcomes, only statistically significant findings relevant to treatment adherence were recorded. The protocol, as performed, is described completely here; it was not registered with any online database.</p>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>This review identified 20 total publications corresponding to 16 trials. The numeric discrepancy stems from three trials reviewed here which were associated with multiple identified publications. A list organizing these details and presenting characteristics relevant to the present review can be found in <bold>Table 1</bold>. A PRISMA flow diagram illustrating the selection of these publications can be found in <xref ref-type="fig" rid="fig1">Figure 1</xref>. This figure was produced using PRISMA2020 software ([<xref ref-type="bibr" rid="B10">10</xref>]). </p>
      <p>Table 1. Summary of trials assessing adherence improvement in Americans experiencing homelessness.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>Study</td>
              <td>Design</td>
              <td>Target</td>
              <td>Intervention</td>
              <td>Sample Size</td>
              <td>Outcome</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B36">36</xref>
                ]; [
                <xref ref-type="bibr" rid="B3">3</xref>
                ]
              </td>
              <td>Prospective, uncontrolled trial</td>
              <td>Psych (schizophrenia and schizoaffective d/o)</td>
              <td>Customized Adherence Enhancement + paliperidone palmitate LAI</td>
              <td>30</td>
              <td>
                Adherence to LAI up (to 92.9%, but post-hoc analysis reveals
                <italic>p</italic>
                = 0.36), oral TRQ improved (
                <italic>p</italic>
                = 0.02), psy admissions down (
                <italic>p</italic>
                = 0.03), fewer days in sub-optimal housing (
                <italic>p</italic>
                = 0.05)
              </td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B9">9</xref>
                ]
              </td>
              <td>Pilot program, pharmacy</td>
              <td>Psych</td>
              <td>Weekly pharm clinic at VA facility</td>
              <td>52</td>
              <td>ED visits decreased and med adherence increased among participants</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B23">23</xref>
                ]
              </td>
              <td>Uncontrolled clinical trial</td>
              <td>Opiate Use D/o (OUD)</td>
              <td>ED initiated buprenorphine</td>
              <td>324</td>
              <td>Of all participants, 88% cont’d behavioral tx, 39% cont’d MAT</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B41">41</xref>
                ]
              </td>
              <td>Pilot randomized controlled trial</td>
              <td>Opiate Use D/o (OUD)</td>
              <td>Directly Observed Therapy (DOT) via smartphone video</td>
              <td>78</td>
              <td>
                The mean doses confirmed by video was 31%. In intention-to-treat analysis, the average percentage of weekly opioid negative UDT was 50% (95% CI: 40% - 63%) in the intervention arm versus 64% (95% CI: 55% - 74%) among controls; RR = 0.78 (95% CI: 0.60 - 1.02,
                <italic>p</italic>
                = 0.07).
              </td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B21">21</xref>
                ]
              </td>
              <td>Prospective, uncontrolled trial</td>
              <td>Hep C</td>
              <td>Shelter-based integrated testing and treatment program</td>
              <td>766</td>
              <td>772/1199 (64.4%) clients agreed to participate; 66/107 (61.7%) HCV cases detected initiated treatment; 54/66 achieved SVR and 8 of remaining 12 were still adherent to treatment for 62/107 (57.9%) overall adherence</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B32">32</xref>
                ]
              </td>
              <td>Secondary analysis from RCT</td>
              <td>Tobacco Cessation</td>
              <td>MI x 6 + 8 wks NRT vs. advise to quit + 8 wks NRT (SoC)</td>
              <td>430</td>
              <td>
                People experiencing both homelessness and depression (PHQ-9 ≥ 10) were significantly less likely than non-depressed people to adhere to NRT (OR = 0.58 [0.38 - 0.87]
                <italic>p</italic>
                = 0.01)
              </td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B5">5</xref>
                ]
              </td>
              <td>Randomized Clinical Trial</td>
              <td>Housing Stability</td>
              <td>Peer Specialist Support vs SoC</td>
              <td>166</td>
              <td>No significant differences between treatment and control groups</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B27">27</xref>
                ]
              </td>
              <td>Nonrandomized Clinical Trial</td>
              <td>Hep C</td>
              <td>Rapid testing and treatment of homeless patients</td>
              <td>492</td>
              <td>363/492 (73.8%) screened got test results; 69/87 (79.3%) enrolled HCV(+) pts completed treatment (significant improvements vs controls)</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B29">29</xref>
                ]
              </td>
              <td>Randomized Controlled Trial</td>
              <td>Alcohol Use D/o (AUD)</td>
              <td>Contingency management (CM)</td>
              <td>152</td>
              <td>119/152 (78.3%) participants completed the trial; 57/62 (91.9%) on CM arm, 43/57 (75.4%) on SoC arm</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B43">43</xref>
                ]
              </td>
              <td>Pilot program, feasibility study</td>
              <td>T2DM</td>
              <td>Personalized coaching</td>
              <td>10</td>
              <td>HgbA1C and ARMS-D (med adherence) assessed at baseline and post-tx, neither showed statistically significant changes</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B8">8</xref>
                ]
              </td>
              <td>Pre-implementation study, mixed methods design</td>
              <td>Housing Stability</td>
              <td>Social skills training (per Kurtz &amp; Mueser, 2008)</td>
              <td>35</td>
              <td>“…participants attended an average of one-third (4.0 ± 2.8/12, range 1 - 10) of groups; stably housed participants attended more groups than homeless participants (5.1 ± 3.6 vs. 3.8 ± 2.5).”</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B37">37</xref>
                ]
              </td>
              <td>Feasibility and acceptability study</td>
              <td>HIV PrEP</td>
              <td>PrEP adherence tracking with biomarker urine tests</td>
              <td>44</td>
              <td>No participants remained adherent throughout the study, though biomarker studies corresponded well with reported adherence</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B31">31</xref>
                ]
              </td>
              <td>Controlled nonrandomized trial</td>
              <td>TB (latent)</td>
              <td>RN/CHW-led treatment team delivering care on the street vs historical clinic group</td>
              <td>50</td>
              <td>Completion defined as 11/12 doses within 16 weeks; 91.8% of part’s completed treatment, vs 66% completion in historical clinic-based group</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B30">30</xref>
                ]
              </td>
              <td>Randomized Controlled Trial</td>
              <td>Hep C</td>
              <td>RN/CHW-led treatment team delivering care on the street vs SoC clinic group</td>
              <td>10</td>
              <td>Part’s random’d to RN/CHW arm vs cbSoC arm; 3/4 (75.0%) of RN/CHW arm completed treatment vs 4/6 (66.7%) of SoC arm</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B40">40</xref>
                ]
              </td>
              <td>Randomized Controlled Trial</td>
              <td>HIV</td>
              <td>Enhanced Housing Placement Assistance for homeless people living with HIV</td>
              <td>225</td>
              <td>Intervention arm was significantly more likely to achieve or maintain viral suppression (adjusted odds ratio 2.1; 95% CI 1.1 - 4.0) which can be taken as proxy for treatment adherence</td>
            </tr>
            <tr>
              <td>
                [
                <xref ref-type="bibr" rid="B20">20</xref>
                ]
              </td>
              <td>Randomized Controlled Trial</td>
              <td>Outpatient care engagement and medication adherence</td>
              <td>Intervention arm rec’d text msgs with appt reminders and med adherence tips, while control arm rec’d text msgs with only generic health tips</td>
              <td>62</td>
              <td>No statistically significant differences between intervention and control groups</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Abbreviations: (LAI) Long Acting Injectable, (TRQ) Tablets Routine Questionnaire adherence metric, (VA) Veterans Administration, (MI) Motivational Interviewing, (NRT) Nicotine Replacement Therapy, (MAT) Medication Assisted Treatment, (PrEP) Pre-exposure Prophylaxis, (SoC) Standard of Care, (RN/CHW) Registered Nurse with Community Health Workers.</p>
      <p>Regarding study participant demographics and geography, 81.25% (13/16) of the studies considered here addressed urban populations explicitly. The remaining three studies did not specify participant location, but each was administered out of major urban centers ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B29">29</xref>]; [<xref ref-type="bibr" rid="B32">32</xref>]). None of the studies identified by this review addressed treatment adherence in rural or semi-rural contexts. Most of the studies reviewed here used the US federal definition of homelessness from the Housing and Urban Development Department: “an individual or family living in a supervised publicly or privately operated shelter designated to provide temporary living arrangements” or “an individual or family with a primary nighttime residence that is a public or private place not designed for or ordinarily used as a regular sleeping accommodation for human beings, including a car, park, abandoned building, bus or train station, airport, or camping ground.” Assessing studies for the inclusion of people experiencing homelessness was complicated by participants experiencing frequent moves and changes in housing status. Generally, all studies reviewed here included anyone with unstable housing as “homeless” and made reasonable efforts to follow-up with all participants.</p>
      <p>In addressing treatment adherence, the studies under review clustered around interventions for a small number of problems that correspond to key public health challenges. Broadly, these problems were: </p>
      <p>Addiction pathology (including alcohol, tobacco, and opiate use disorders) ([<xref ref-type="bibr" rid="B23">23</xref>]; [<xref ref-type="bibr" rid="B29">29</xref>]; [<xref ref-type="bibr" rid="B32">32</xref>]; [<xref ref-type="bibr" rid="B41">41</xref>])Type 2 Diabetes Mellitus ([<xref ref-type="bibr" rid="B43">43</xref>])Hepatitis C Virus ([<xref ref-type="bibr" rid="B21">21</xref>]; [<xref ref-type="bibr" rid="B27">27</xref>]; [<xref ref-type="bibr" rid="B30">30</xref>])HIV treatment and pre-exposure prophylaxis ([<xref ref-type="bibr" rid="B37">37</xref>]; [<xref ref-type="bibr" rid="B40">40</xref>])Housing stability ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B8">8</xref>])Psychiatric illness ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B9">9</xref>]; [<xref ref-type="bibr" rid="B36">36</xref>])Primary care ([<xref ref-type="bibr" rid="B20">20</xref>])Tuberculosis ([<xref ref-type="bibr" rid="B31">31</xref>])</p>
      <p>In their approach towards these problems, the interventions under review fell into several broad categories worth treating separately because it is here that the trends between studies become clearest. Given the heterogeneity of trial designs, outcomes, and sample groups, quantitative subgroup analysis of the reviewed studies is not feasible. Instead, we have presented here a narrative summary of the categories observed in the currently available studies. </p>
      <sec id="sec3dot1">
        <title>3.1. Psychosocial Interventions</title>
        <p>The largest group of recent trials, with six studies described across at least nine publications, trialed what can be thought of as psychosocial interventions. These ranged from motivational interviewing and peer specialist interventions to enhanced social work programs meant to proactively reach out to homeless patients. Of these, only two led to significant improvements in treatment adherence. These were the study utilizing Customized Adherence Enhancement with Long-Acting Injectables (CAE-L) ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B36">36</xref>]) and the study utilizing Enhanced Housing Placement ([<xref ref-type="bibr" rid="B40">40</xref>]). In both cases, the enhancements refer to additional, proactive social work services offered on top of standard care. </p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Direct Action</title>
        <p>The next largest group of trials reviewed here represent efforts to provide services as directly as possible within communities of homeless people, thus we will refer to these methods as direct action. Nyamathi et al. had nurses and community volunteers delivering testing and treatment for HCV and latent TB directly to homeless people on the street, and both trials resulted in more treatment completion versus clinic-based efforts ([<xref ref-type="bibr" rid="B31">31</xref>], 2023). Morris et al. took a similar approach by setting up a temporary HCV clinic in an area known to be heavily trafficked by people at high risk for HCV ([<xref ref-type="bibr" rid="B27">27</xref>]). Khalili et al. did the same with HCV clinics at large homeless shelters ([<xref ref-type="bibr" rid="B21">21</xref>]). They obtained testing engagement of 73.8% and 64.4%, respectively; from the positive cases identified, they obtained 79.3% and 61.7% treatment completion rates, respectively ([<xref ref-type="bibr" rid="B21">21</xref>]; [<xref ref-type="bibr" rid="B27">27</xref>]). These two studies did not have control data for comparison. Nyamathi’s control data suggests a baseline value of 66.7%, but that value was based on only six patients receiving standard clinic-based care ([<xref ref-type="bibr" rid="B30">30</xref>]). Finally, Haake and Krieger ran a weekly pharmacy clinic at a VA shelter to increase follow-ups, referrals, and medication adherence. This reportedly led to a decrease in ED visits and an increase in medication adherence among participants ([<xref ref-type="bibr" rid="B9">9</xref>]). However, none of the studies in this subsection were able to demonstrate statistical significance. </p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Emergency Department Management</title>
        <p>Langabeer et al. trialed an intervention which had emergency department physicians manage multidisciplinary teams for rapid initiation of buprenorphine for OUD ([<xref ref-type="bibr" rid="B23">23</xref>]). This study was not specifically designed to address homeless patients, but only 33.95% of their participants were stably housed ([<xref ref-type="bibr" rid="B24">24</xref>]). At 30-day follow-up, 88% of the patients had continued behavioral treatment, and 39% had continued medically assisted treatment ([<xref ref-type="bibr" rid="B23">23</xref>]).</p>
      </sec>
      <sec id="sec3dot4">
        <title>3.4. Contingency Management</title>
        <p>Contingency management is a longstanding approach to addiction treatment which offers small monetary rewards for abstinence from substance use and has a history of demonstrated efficacy ([<xref ref-type="bibr" rid="B14">14</xref>]; [<xref ref-type="bibr" rid="B34">34</xref>]). Novak et al. trialed a CM program for people experiencing homelessness and alcohol use disorder which provided small cash rewards for alcohol abstinence ([<xref ref-type="bibr" rid="B29">29</xref>]). Although this study reported major disruption due to the COVID-19 pandemic, the authors were still able to demonstrate statistically significant improvements in alcohol abstinence and employment duration. They were not, however, able to demonstrate an improvement in stable housing duration ([<xref ref-type="bibr" rid="B29">29</xref>]).</p>
      </sec>
      <sec id="sec3dot5">
        <title>3.5. Smartphones for Mobile Health</title>
        <p>Smartphone-based approaches, also known as mobile health, or mHealth, have been the focus of multiple trials. Tsui et al. trialed a directly observed therapy (DOT) program for opiate use disorder, using smartphones to accomplish DOT remotely. The therapy in question was buprenorphine for OUD, but the trial failed to demonstrate a significant difference between the DOT program and their control group ([<xref ref-type="bibr" rid="B41">41</xref>]). Kershaw et al. trialed a program which provided appointment reminders and customized medication adherence tips via text message, compared to a control group that received text messages with generic health tips. However, this trial also failed to demonstrate a significant difference between intervention and control groups ([<xref ref-type="bibr" rid="B20">20</xref>]).</p>
      </sec>
      <sec id="sec3dot6">
        <title>3.6. Biomarker Surveillance</title>
        <p>Santa Maria et al. trialed a program which used urine testing to monitor HIV PrEP uptake among homeless youth. While their biomarker test was found to accurately assess PrEP levels, adherence in the trial was down to 45.5% by one-month follow-up, and 0.0% by nine months ([<xref ref-type="bibr" rid="B37">37</xref>]).</p>
      </sec>
      <sec id="sec3dot7">
        <title>3.7. Open/Unfinished Trials</title>
        <p>Table 2. Registered clinical trials without published data to date.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>ClinicalTrials.gov ID</td>
                <td>Submission Date</td>
                <td>Trial Title</td>
              </tr>
              <tr>
                <td>
                  NCT03399500 ([
                  <xref ref-type="bibr" rid="B16">16</xref>
                  ])
                </td>
                <td>2017</td>
                <td>m-Health to Increase Service Utilization in Recently Incarcerated Homeless Adults</td>
              </tr>
              <tr>
                <td>
                  NCT03127358 ([
                  <xref ref-type="bibr" rid="B38">38</xref>
                  ])
                </td>
                <td>2017</td>
                <td>Smartphone Based Automated-Directly Observed Treatment Improves Adherence and SVR to Fixed-Dose Elbasvir and Grazoprevir in PWIDs: A Randomized Control Trial</td>
              </tr>
              <tr>
                <td>
                  NCT03561103 ([
                  <xref ref-type="bibr" rid="B1">1</xref>
                  ])
                </td>
                <td>2018</td>
                <td>Impact of Representative Payee Services on ART Adherence Among Marginalized People Living With HIV/AIDS</td>
              </tr>
              <tr>
                <td>
                  NCT05187013 ([
                  <xref ref-type="bibr" rid="B42">42</xref>
                  ])
                </td>
                <td>2021</td>
                <td>mHealth to Address Uncontrolled Hypertension Among Hypertensive Homeless Adults</td>
              </tr>
              <tr>
                <td>
                  NCT04961762 ([
                  <xref ref-type="bibr" rid="B28">28</xref>
                  ])
                </td>
                <td>2021</td>
                <td>Effect of a Navigator Program on Post-Hospital Outcomes for Homeless Adults: A Pragmatic Randomized Controlled Trial</td>
              </tr>
              <tr>
                <td>
                  NCT04973254 ([
                  <xref ref-type="bibr" rid="B18">18</xref>
                  ])
                </td>
                <td>2021</td>
                <td>Cabotegravir-Rilpivirine Long Acting (CAB-RPV LA) Implementation Strategies Among High-Risk Populations</td>
              </tr>
              <tr>
                <td>
                  NCT05616026 ([
                  <xref ref-type="bibr" rid="B39">39</xref>
                  ])
                </td>
                <td>2022</td>
                <td>Short-messaging Services (SMS) Text for Uncontrolled Diabetes Among Persons Experiencing Homelessness</td>
              </tr>
              <tr>
                <td>
                  NCT05365867 ([
                  <xref ref-type="bibr" rid="B19">19</xref>
                  ])
                </td>
                <td>2022</td>
                <td>mHealth Technology to Connect and Empower People Experiencing Homelessness to Improve Health and Social Need Outcomes</td>
              </tr>
              <tr>
                <td>
                  NCT06723093 ([
                  <xref ref-type="bibr" rid="B6">6</xref>
                  ])
                </td>
                <td>2024</td>
                <td>Impact of a Social Medicine Housing Program on the Health and Healthcare Utilization of Adults Who Are Unhoused and Have Complex Health Needs</td>
              </tr>
              <tr>
                <td>
                  NCT06870019 ([
                  <xref ref-type="bibr" rid="B13">13</xref>
                  ])
                </td>
                <td>2025</td>
                <td>Effects of GPS Tracking on Patient Adherence to Hepatitis C Treatment Among People Experiencing Unsheltered Homelessness</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>This review found 10 relevant clinical trials registered with the US government which had not, as of this writing, resulted in any published data. The trial registrations can be found summarized in <bold>Table 2</bold>. Of note, 50% (5/10) of these unpublished trials used smartphone-based approaches.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The field of interventions targeting treatment adherence among people experiencing homelessness has been highly active over the past ten years. We can see that the interventions grouped well into a small number of categories. In particular, psychosocial and direct action interventions, together, account for 11 of 16 recent trials. The data extracted in the course of this review provide enough information to make recommendations for future studies targeting treatment adherence among homeless adults in America.</p>
      <p>Psychosocial interventions represent the largest group of trials in this review, at 6 of 16, but only two demonstrated statistical significance. This was likely due to a variety of causes. Peer specialist support ([<xref ref-type="bibr" rid="B5">5</xref>]), personalized coaching ([<xref ref-type="bibr" rid="B43">43</xref>]), and social skills training ([<xref ref-type="bibr" rid="B8">8</xref>]) trials were limited by availability of personnel, participants, and space, respectively. Beyond improving those material factors, the studies which did find significant results can perhaps point to further ways to optimize psychosocial strategies. In both Towe et al. ([<xref ref-type="bibr" rid="B40">40</xref>]) and the series of CAE-L trials ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B36">36</xref>]), we can see that psychosocial approaches were paired with an additional treatment with known efficacy; a Housing First program in the former, and a Long-Acting Injectables program in the latter. This seems to indicate that psychosocial approaches work best as an adjunct to a larger program. Further, these interventions were proactive. While the studies which failed to demonstrate significance relied on patients to come to them, Towe et al. and the CAE-L trials provided support measures which reached out to patients and helped them keep appointments ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B36">36</xref>]; [<xref ref-type="bibr" rid="B40">40</xref>]). This level of proactive effort may be resource-intensive but appears to be necessary based on these trials. Consider also the trial run by Ojo-Fati et al., which did pair a psychosocial approach, motivational interviewing, with another efficacious approach, nicotine replacement therapy, yet still failed to find a significant improvement in the adherence variable of interest ([<xref ref-type="bibr" rid="B32">32</xref>]). It is worth considering that what differentiates this from more successful trials is the degree to which their psychosocial intervention was less proactive towards its patients. </p>
      <p>The value of proactive approaches is driven home further by the class of interventions referred to here as direct action. In these trials, researchers met patients directly on the streets ([<xref ref-type="bibr" rid="B31">31</xref>]), or created pop-up clinics in homeless shelters ([<xref ref-type="bibr" rid="B9">9</xref>]; [<xref ref-type="bibr" rid="B21">21</xref>]) or heavily trafficked areas ([<xref ref-type="bibr" rid="B27">27</xref>]). All trials in this category reported improvements in their respective adherence rates ([<xref ref-type="bibr" rid="B9">9</xref>]; [<xref ref-type="bibr" rid="B21">21</xref>]; [<xref ref-type="bibr" rid="B27">27</xref>]; [<xref ref-type="bibr" rid="B31">31</xref>]). An interesting question on this point, however, is raised by Khalili et al. in their paper. They were able to obtain results which compared well to similar studies, but could not reach remission rates like that seen in one major trial which obtained a 97% remission rate among homeless people with HCV ([<xref ref-type="bibr" rid="B2">2</xref>]; [<xref ref-type="bibr" rid="B21">21</xref>]). Khalili et al. raise the point that the very high remission rate obtained in this prior study was the result of a program which only included participants who made it through multiple organizational hurdles to pre-emptively screen for adherence in their participants ([<xref ref-type="bibr" rid="B21">21</xref>]). Is it reasonable to compare such results to a pop-up clinic trying to engage historically nonadherent patients? The answer is clearly no, which provides a stronger basis for the importance of separating traditional clinic-based studies from what is described in this review as direct action. Older studies ([<xref ref-type="bibr" rid="B26">26</xref>]) suggest that treatment engagement and adherence rates outside of curated study samples were previously very low, on the order of &lt;1% per year. This paints the numbers achieved by Khalili et al. and others in a very different light. </p>
      <p>The trials which utilized contingency management of alcohol use disorder and emergency management of opiate use disorder complete the list of things that appear to work well. Langabeer et al.’s trial of emergency buprenorphine induction for OUD produced results in line with similar trials in Canada ([<xref ref-type="bibr" rid="B22">22</xref>]; [<xref ref-type="bibr" rid="B23">23</xref>]). These successes highlight the importance of finding opportunities to engage marginalized patients as proactively as possible. The success Novak et al. found with their contingency management program highlights the diversity of potentially effective engagement strategies ([<xref ref-type="bibr" rid="B29">29</xref>]). </p>
      <p>On the other hand, we can see clear indications of what kinds of treatment strategies are not likely to improve adherence. The failure of text message systems in Kershaw et al. ([<xref ref-type="bibr" rid="B20">20</xref>]), and of video DOT in Tsui et al. ([<xref ref-type="bibr" rid="B41">41</xref>]), seems to indicate that a remote approach is less effective at reaching this patient demographic. Moreover, while some of the unfinished trials identified in this review are recent enough that data would not be expected yet, a large proportion of unfinished trials related to smartphone-based mobile health interventions are all at least three years old. We can see the oldest two unfinished mHealth trials are now eight years old, with no published data. Both of the completed trials provided study phones and screened for participant literacy and technical ability beforehand ([<xref ref-type="bibr" rid="B20">20</xref>]; [<xref ref-type="bibr" rid="B41">41</xref>]). A high-quality review from Heaslip et al. highlights this issue of comfort with technology as a possible confound ([<xref ref-type="bibr" rid="B12">12</xref>]). They cite data indicating that people experiencing homelessness are more likely than age-matched peers to have a cell phone, though they ultimately conclude that no mHealth studies in this population have yet yielded statistically significant results. They report communication and connectedness as critical to surviving homelessness. However, simply possessing a phone does not necessitate the skills and willingness necessary to engage with mHealth support. There exists a generational divide, seen currently around age 65, where the older generation often lacks the technical literacy to engage with mHealth interventions ([<xref ref-type="bibr" rid="B12">12</xref>]). Further, they cite participant skepticism across all age groups and multiple studies regarding the privacy and usage of mHealth data. While these concerns and limitations may shift over time, presently this seems to argue strongly against mHealth as a viable modality for homeless Americans.</p>
      <p>Taken altogether, this review represents strong evidence that improving the adherence of homeless patients to a wide variety of treatment modalities is absolutely possible. However, some approaches appear more effective than others. Interventions which seek to maximize personal contact with homeless patients appear to demonstrate better adherence improvements. That may be through helping them get to appointments, ensuring follow-up for long-acting injectables, setting up clinics within homeless shelters, or meeting them out on the street; these approaches have all shown significant results. Conversely, the opposite appears to be true: leveraging technology to provide care remotely does not provide comparable results. In the future, our research efforts can benefit from heeding these lessons. The trials included in this present review can provide valuable data as we seek to establish more rigorous, quantitative baselines. Additionally, future trials can benefit by focusing effort on the modalities highlighted in this review. </p>
    </sec>
    <sec id="sec5">
      <title>5. Limitations and Future Directions</title>
      <p>The ambiguity of what constitutes a reasonable baseline for comparison is a common theme throughout the trials in this review. Randomization into intervention and control arms is often not appropriate, and we can easily see how using reference data for comparison is often misleading. This ambiguity represents the largest limitation of the present review. Additionally, while most studies follow the definition of homelessness provided by the United States Department of Health and Human Services, all participants may not have met this definition throughout the course of each study, and there are likely also people in unstable living situations not captured by this definition that would benefit from programs supporting the homeless. The ambiguous realities of marginalized life in America present unique challenges to rigorous, quantitative investigation. These challenges will likely remain a limitation both to the present review and to future research. Moreover, it is important to note that the present review is intentionally limited to the American cultural context; these results may not generalize well to all locales. Even within the United States, the present review may not represent all locations well. The participant demographics in the trials reviewed here were all either explicitly or implicitly urban. This may bias evidence in favor of urban-centric solutions. Finally, many of the studies cited here had very low sample sizes, often with 50 or fewer participants. While they offer important evidence to inform the direction of future research, these small sample sizes do limit generalizability of their conclusions. </p>
      <p>We recommend future studies address adherence improvement in homeless populations outside large urban centers. We recommend further that the results presented here be compared with similar analyses from other global regions. </p>
    </sec>
    <sec id="sec6">
      <title>6. Conclusion</title>
      <p>This review demonstrates that while treatment adherence among people experiencing homelessness remains an evolving field of research, rough categories have emerged from current studies which can inform our efforts going forward. Three key points stand out as especially relevant to future research. First, interventions appear more likely to improve adherence to whatever extent the intervention proactively engages the patients. Second, psychosocial interventions show significant benefit when paired with additional evidence-based services. Finally, leveraging communications technology (e.g. smartphones) does not currently appear to produce significant results in this patient population, even when phones are provided. </p>
    </sec>
    <sec id="sec7">
      <title>Acknowledgements</title>
      <p>Special thanks to Nell Aronoff, the University at Buffalo Libraries Liaison to the Jacobs School of Medicine and Biomedical Sciences. Special thanks also to Howard Callihan, PATH Case Manager at Bert Nash CMHC, and to Uriah Binegar for editing support. All necessary material and financial support were generously provided by the Jacobs School of Medicine and Biomedical Sciences. </p>
    </sec>
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