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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1613224</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Housing status, mental health, and help-seeking among American Indian and Alaska Native Veterans in the Midwest</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Umucu</surname> <given-names>Emre</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname> <given-names>Beatrice</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Chang</surname> <given-names>Chi</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1566780/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Tsai</surname> <given-names>Jack</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2589086/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Department of Public Health Sciences, College of Health Sciences, The University of Texas at El Paso</institution>, <addr-line>El Paso, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>CHS REACHED, College of Health Sciences, The University of Texas at El Paso</institution>, <addr-line>El Paso, TX</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Audie L. Murphy Memorial Veterans&#x2019; Hospital, South Texas Veterans Health Care System</institution>, <addr-line>San Antonio, TX</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Rehabilitation Sciences, College of Health Sciences, The University of Texas at El Paso</institution>, <addr-line>El Paso, TX</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Office of Medical Education Research and Development, College of Medicine, Michigan State University</institution>, <addr-line>East Lansing, MI</addr-line>, <country>United States</country></aff>
<aff id="aff6"><sup>6</sup><institution>US Department of Veterans Affairs, National Center on Homelessness Among Veterans</institution>, <addr-line>Washington, DC</addr-line>, <country>United States</country></aff>
<aff id="aff7"><sup>7</sup><institution>School of Public Health, University of Texas Health Science Center at Houston</institution>, <addr-line>Houston, TX</addr-line>, <country>United States</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Psychiatry, Yale University School of Medicine</institution>, <addr-line>New Haven, CT</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Yibo Wu, Peking University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Richard Adams, Kent State University, United States</p>
<p>Satish Mudiganti, Sutter Health, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Emre Umucu, <email>eumucu@utep.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1613224</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Umucu, Lee, Chang and Tsai.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Umucu, Lee, Chang and Tsai</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Objective</title>
<p>This study aims to examine mental health and help-seeking behaviors among homeless and unstably housed (HUH) and stably housed (SH) American Indian and Alaska Native (AIAN) and non-AIAN veterans in the Midwest.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>The study cohort consisted of veterans in the Veterans Affairs (VA) service catchment area called the Veterans Integrated Service Network (VISN) 23. Data from the Homeless Operations Management and Evaluation System (HOMES) were analyzed with descriptive statistics and the Mantel&#x2013;Haenszel odds ratio with Wald confidence intervals, and the Breslow-Day test.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Of the 7,260 veterans in the study, 5,771 (80/9%) were HUH. Among non-AIAN participants, 5,453 (80.8%) experienced HUH, compared to 318 (84.6%) of AIAN veterans. The Breslow-Day test revealed significant differences in the association between housing status and certain service needs between AIAN and non-AIAN veterans.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>This study highlights notable differences in housing status, mental health conditions, and service needs between AIAN and non-AIAN veterans in the Midwest.</p>
</sec>
</abstract>
<kwd-group>
<kwd>American Indian and Alaska Native</kwd>
<kwd>veterans</kwd>
<kwd>mental health</kwd>
<kwd>service utilization</kwd>
<kwd>homelessness</kwd>
<kwd>rural and frontier</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="11"/>
<word-count count="8120"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>American Indian and Alaska Native (AIAN) veterans have served in the military at a higher rate compared to the national average (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). The Department of Veterans Affairs (VA) revealed that the AIAN veteran cohort served in the Pre-9/11 period of service at a higher percentage than non-AIAN veterans (17.7% vs. 14.0%, respectively) (<xref ref-type="bibr" rid="ref1">1</xref>). Moreover, AIAN veterans are overrepresented in combat roles, increasing their exposure to combat-related challenges. This heightened exposure can lead to poorer post-military health outcomes and adjustment difficulties compared to veterans of other races (<xref ref-type="bibr" rid="ref3 ref4 ref5 ref6">3&#x2013;6</xref>). These experiences may contribute to disproportionately negative outcomes for AIAN veterans, including increased health disparities and higher rates of homelessness and unstable housing (HUH) (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>).</p>
<sec id="sec6">
<title>Homelessness and housing instability among AIAN veterans</title>
<p>Homelessness poses a significant public health concern, that may exacerbate existing health disparities within the AIAN veteran population (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref9 ref10 ref11">9&#x2013;11</xref>). A national study of veterans within the VA healthcare system revealed that AIAN veterans face a greater risk of HUH compared to white veterans. Furthermore, AIAN women veterans demonstrated a significantly higher likelihood of experiencing HUH than Asian/Pacific Islander and white male veterans (56% compared to 15.6 and 2.1%, respectively) (<xref ref-type="bibr" rid="ref7">7</xref>). The elevated rates of HUH among AIAN veterans may be partly attributed to existing disparities within the general AIAN population, such as inadequate healthcare funding, disproportionate poverty, economic adversity, poor social conditions, and discrimination in healthcare delivery (<xref ref-type="bibr" rid="ref12">12</xref>).</p>
<p>There are certain factors that contribute to HUH among AIAN veterans. One of the most important factors is that AIAN veterans often experience lower levels of education and higher unemployment rates compared to other racial/ethnic groups (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>), factors known to significantly increase the risk of HUH among veterans (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). Furthermore, there issues are not unique to AIAN veterans, and in fact, a body of literature has documented the negative health and social outcomes of AIAN youth, adults, and older adult populations; which are rooted in a history of displacement dating back to the U.S. settlers and decades of government policies that negatively affected generations of AIAN individuals and families (<xref ref-type="bibr" rid="ref16 ref17 ref18 ref19">16&#x2013;19</xref>).</p>
</sec>
<sec id="sec7">
<title>Mental health conditions among AIAN veterans</title>
<p>Research revealed that AIAN civilians and veterans are at greater risk for mental health conditions (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref20 ref21 ref22">20&#x2013;22</xref>). Beals et al. (<xref ref-type="bibr" rid="ref20">20</xref>) explored the prevalence of posttraumatic stress disorder (PTSD) among AIAN Vietnam veterans and found that AIAN veterans were at higher risk of PTSD compared to White samples. They also reported that AIAN Vietnam veterans had higher rates of lifetime and current PTSD diagnoses compared to white veterans. Furthermore, VA published a report on veteran health equity (<xref ref-type="bibr" rid="ref23">23</xref>) and reported that PTSD and depression were diagnosed more frequently in AI/AN Veterans compared to white Veterans (20.7% vs. 12.1% respectively). Smith et al. (<xref ref-type="bibr" rid="ref24">24</xref>) examined race/ethnic differences in the prevalence and co-occurrence of substance use disorders and reported that over a 12-month period, AIAN typically had the highest rates of mood, anxiety, and substance use disorders. Similarly, Koo et al. (<xref ref-type="bibr" rid="ref25">25</xref>) reported that PTSD and alcohol use were highest among AIAN men and women compared to other race and ethnicity groups.</p>
<sec id="sec8">
<title>Access to care among AIAN veterans</title>
<p>While AIAN veterans face higher levels of psychiatric conditions compared to veterans of other races, they may also encounter more significant challenges in accessing appropriate healthcare services (<xref ref-type="bibr" rid="ref26">26</xref>). These challenges are multifaceted and include cultural issues, transportation difficulties, navigating complex healthcare systems, low health literacy, and residing in rural and frontier (i.e., any territory characterized by some combination of low population size and high geographic remoteness) areas (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref26 ref27 ref28">26&#x2013;28</xref>). Additionally, AIAN veterans are less likely to have health insurance compared to veterans of other races (<xref ref-type="bibr" rid="ref1">1</xref>). A study examining healthcare disparities for AIAN veterans in the US reported that AIAN veterans had 1.9 times higher odds of being uninsured compared to white veterans (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<p>AIAN veterans have reported facing challenges in accessing services from the Indian Health Services (IHS) due to the underfunding of many IHS programs (<xref ref-type="bibr" rid="ref29">29</xref>). This persistent underfunding has resulted in healthcare rationing, impacting even AIAN individuals who are eligible for these services (<xref ref-type="bibr" rid="ref29">29</xref>). It is also crucial to remember that AIAN veterans are approximately four times more likely than non-AIAN veterans to reside in rural settings, further exacerbating barriers to accessing healthcare services (<xref ref-type="bibr" rid="ref4">4</xref>). The limited access to culturally competent and affordable healthcare services can lead to untreated physical and mental health conditions, increasing the risk of HUH and other adverse outcomes within this population (<xref ref-type="bibr" rid="ref30">30</xref>).</p>
</sec>
<sec id="sec9">
<title>Help-seeking behaviors among AIAN veterans</title>
<p>In addition to environmental and structural challenges that hinder AIAN veterans&#x2019; access to healthcare, AIAN veterans may have other concerns as well, such as cultural mistrust of mental healthcare systems, stemming from historical experiences of trauma and discrimination (<xref ref-type="bibr" rid="ref1">1</xref>), and cultural-based views of help-seeking for psychiatric disorders as stigmatizing (<xref ref-type="bibr" rid="ref31">31</xref>). This stigma can lead to feelings of shame and apprehension when seeking mental health services (<xref ref-type="bibr" rid="ref31">31</xref>). A study exploring perceived barriers to VA mental health care among upper Midwest American Indian veterans revealed that family and community support for mental health care was often lacking due to stigma and shame (<xref ref-type="bibr" rid="ref32">32</xref>). Additionally, VA data showed that a smaller proportion of AIAN veterans (41.6%) utilized at least one VA benefit or service compared to veterans of other races (52.7%) (<xref ref-type="bibr" rid="ref1">1</xref>). Although this does not directly suggest that AIAN veterans may be less inclined to seek assistance compared to their peers from other racial groups, it highlights the complex patterns of service use among AIAN veterans.</p>
<p>Given that AIAN veterans face challenges in accessing mental health care services due to environmental and structural barriers, such as being located in remote areas, it is crucial to understand their mental health help-seeking behaviors. In addition, historical trauma in AIAN is associated with poor mental health (<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). Overall, AIAN veterans, especially those who are HUH, may be more vulnerable to significant health disparities that need to be addressed by researchers. Therefore, understanding mental health and help-seeking behaviors among HUH AIAN veterans will enable the development of targeted interventions aimed at reducing health disparities among AIAN veterans.</p>
</sec>
</sec>
<sec id="sec10">
<title>Purpose</title>
<p>The concentration of HUH research on the Eastern and Western coasts of the U.S. has resulted in a significant knowledge gap regarding Midwest regions, where the issue remains underexplored, despite the significant population of AIAN veterans residing there. The Midwest may have unique regional challenges associated with socioeconomic conditions, access to healthcare resources, housing resources, cultural stigma surrounding mental health, and varying levels of community support. Investigating mental health and help-seeking behaviors among HUH AIAN veterans in the Midwest is crucial, as it can reveal unique regional challenges and disparities not addressed in coastal studies. Understanding these specific factors could provide valuable insights for developing targeted interventions and policies that address the distinct needs of AIAN veterans in the Midwest, ultimately contributing to more effective solutions for homelessness nationwide. Comparing AIAN and non-AIAN veterans can help us understand unique mental health disparities in mental health and housing outcomes, service usage, and barriers to care. This will also provide us with insights that will inform policy and interventions to address the needs of both AIAN and non-AIAN veterans.</p>
<p>To address the existing gap in the literature on mental health and help-seeking behaviors among HUH AIAN veterans, we conducted a study of AIAN and non-AIAN veterans residing in several Midwestern states. Our study aimed to: (1) ascertain the proportion of mental health conditions among veterans, stratified by housing status and AIAN status; (2) examine the interaction effect of AIAN status on the relationship between psychiatric disorders and housing status among veterans; (3) assess service needs and willingness to seek help among veterans; (4) explore the interaction effect of AIAN status on the relationship between housing status and service needs, and (5) explore the interaction effect of AIAN status on the relationship between housing status and the willingness to seek help among veterans.</p>
</sec>
</sec>
<sec sec-type="methods" id="sec11">
<title>Methods</title>
<sec id="sec12">
<title>Procedure</title>
<p>The study cohort consisted of veterans in the VA service catchment area called the Veterans Integrated Service Network (VISN) 23, which includes the states of North and South Dakota, Iowa, Minnesota, and Nebraska. The study cohort included stably housed (SH) and HUH veterans in VISN 23 who completed an assessment/intake form for a VA homeless program from 2018 to 2022. Data on entries and exits from the VA homeless programs were extracted from the Homeless Operations Management and Evaluation System (HOMES) in 2022, except the data on Supportive Services for Veteran Families (SSVF) utilization, which was extracted from the Homeless Management Information System (HMIS). Using a veteran&#x2019;s first HOMES assessment as the index date, we used VA&#x2019;s Corporate Data Warehouse (CDW) to extract all diagnoses recorded in the veteran&#x2019;s inpatient and outpatient records in the year prior to this index date. These analyses were conducted as part of a quality improvement project at the request of and funded by VISN 23 in coordination with the National Center on Homelessness Among Veterans. This work was therefore not considered human subjects research by the VA institutional review board.</p>
<p>HOMES is a centralized data system used by the VA as part of its medical record system to capture provider workload and service use of veterans who use VA homeless programs (<xref ref-type="bibr" rid="ref35">35</xref>). HOMES was developed to monitor homeless Veterans as they move through the VA&#x2019;s system of care, beginning with assessments that generate referrals to appropriate services and continuing through their transitions into and out of VA homeless programs (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
</sec>
<sec id="sec13">
<title>Measures</title>
<sec id="sec14">
<title>Sociodemographic characteristics</title>
<p>Sociodemographic characteristics, retrieved from HOMES assessment data, included age in years; gender (male, female, and transgender); and race/ethnicity (non-Hispanic White, non-Hispanic Black, American Indian/Alaska Native, Hispanic, and Other/Mixed), and education.</p>
</sec>
<sec id="sec15">
<title>Military characteristics</title>
<p>Military characteristics included service years; military branch (Air Force, Army, Coastal Guard, Marines, Navy); and combat exposure status (yes/no) and were based on HOMES data.</p>
</sec>
<sec id="sec16">
<title>Socioeconomic characteristics</title>
<p>Socioeconomic characteristics included years of education; any work for pay in the past 30&#x202F;days; percent service-connected disability rating (0%, 10&#x2013;40%, 50&#x2013;100%); and debt status (yes/no) were based on VA CDW data.</p>
</sec>
<sec id="sec17">
<title>Risky behavior characteristics</title>
<p>Risky behavior characteristics encompass indicators such as any previous jail or prison experience (yes/no), drug abuse (yes/no), alcohol abuse (yes/no), engagement in risky behavior (yes/no), and suicidal ideation (yes/no). The risky behaviors section consists of single items representing five behaviors, which we categorized collectively under risky behavior characteristics. Each item was scored dichotomously as 0 (no) or 1 (yes). These data were retrieved from HOMES data.</p>
</sec>
<sec id="sec18">
<title>Geographic characteristics</title>
<p>Geographic characteristics included rurality status (rural, urban) and frontier and remote score (FAR). Rurality status was determined using the Rural&#x2013;Urban Commuting Area (RUCA) Classification System, developed by the University of Washington in collaboration with state and federal agencies (<xref ref-type="bibr" rid="ref36">36</xref>). The RUCA system includes two levels: whole numbers (1&#x2013;10) that represent different types of areas&#x2014;metropolitan, micropolitan, small town, and rural&#x2014;based on the size and direction of primary commuting flows. Frontier and remote scores were categorized using the U.S. Department of Agriculture&#x2019;s 2010 FAR Codes Data files (please see the link [<ext-link xlink:href="https://www.ers.usda.gov/data-products/rural-urban-commuting-area-codes/" ext-link-type="uri">https://www.ers.usda.gov/data-products/rural-urban-commuting-area-codes/</ext-link>] for details) (<xref ref-type="bibr" rid="ref37">37</xref>). FAR scores range from 0 to 4, where 0 indicates no frontier characteristics, and 4 signifies highly frontier conditions. To classify participants, zip codes were used to match their geographic location with the RUCA and FAR classifications. Based on this matching, participants were categorized into rural versus urban areas using RUCA and into frontier versus non-frontier areas based on their FAR score.</p>
</sec>
<sec id="sec19">
<title>Clinical and health characteristics</title>
<p>Clinical and health characteristics included physical health status in the past 30&#x202F;days (0&#x202F;=&#x202F;poor to 4&#x202F;=&#x202F;excellent); chronic pain status (yes/no); severe mental illness status (yes/no); and number of times in the emergency room in the past 6 months. We created indicators for physical health conditions using the Elixhauser algorithm for the International Classification of Diseases (<xref ref-type="bibr" rid="ref38">38</xref>), version 10 (ICD-10); we also created indicators for psychiatric disorders not included in the Elixhauser algorithm. All physical and psychiatric disorders were dichotomous (yes/no).</p>
</sec>
<sec id="sec20">
<title>Homelessness and unstably housed</title>
<p>Conceptually, Tsai et al. (<xref ref-type="bibr" rid="ref39">39</xref>) defined housing instability &#x201C;<italic>as the state of living in housing but currently being at-risk of losing that housing&#x201D;</italic> and homelessness as <italic>&#x201C;the state of living in a place not meant for human habitation (e.g., outdoors, vehicles), in emergency shelter, in transitional housing, or exiting an institution (hospital, jail) with no permanent housing arrangement</italic>.&#x201D; Using an operational definition developed by the VA National Center on Homelessness Among Veterans (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref39">39</xref>), we identified veterans as homeless or unstably housed if they had an ICD-10 code Z59.0, participated in any VA homeless program, or screened positive for homelessness or risk of homelessness on the VA homeless risk screening clinical reminder. Veterans who screened negative for both homelessness and the risk of homelessness were presumed to be stably housed.</p>
</sec>
<sec id="sec21">
<title>Service needs and willingness to seek help</title>
<p>Participants&#x2019; service needs for psychiatric, substance-use, or medical treatment, as well as assistance with family problems, were assessed using dichotomous items (no&#x202F;=&#x202F;0 vs. yes&#x202F;=&#x202F;1). This section of HOMES data had a total of five items measuring participants&#x2019; service needs for psychiatric, substance-use, medical treatment, as well as assistance with case management and family problems. For instance, the need for psychiatric treatment was evaluated with the question, &#x201C;Does this Veteran need psychiatric treatment at this time?&#x201D; Participants&#x2019; willingness to seek these services was also assessed through similar dichotomous questions (no&#x202F;=&#x202F;0 vs. yes&#x202F;=&#x202F;1). This section of HOMES data had a total of five items to measure participants&#x2019; willingness to seek services reported above. For instance, the need for psychiatric treatment was evaluated with the question, &#x201C;Is the Veteran interested and willing to participate in psychiatric treatment?&#x201D; It is important to note that these assessments were made by VA providers based on clinical judgment and were retrieved from HOMES.</p>
</sec>
</sec>
<sec id="sec22">
<title>Data analysis</title>
<p>First, descriptive statistics of the total sample were calculated, including means, standard deviations, percentages for study variables, and effect sizes of <italic>d</italic> and <italic>&#x03C9;</italic>. Second, to compare the prevalence of psychiatric disorders based on AIAN status, we employed the Mantel&#x2013;Haenszel odds ratio with Wald confidence intervals. In this analysis, AIAN status was used as a grouping variable to compare the prevalence of psychiatric disorders between AIAN and non-AIAN veterans. Third, to determine whether AIAN status also acted as a confounding variable, we conducted preliminary analyses to assess its potential influence on the association between psychiatric disorders and other variables, such as housing status. We also calculated the Breslow-Day statistics to determine whether the association between psychiatric disorders and housing status was consistent for AIAN and non-AIAN veterans. We calculated effect sizes for each association to report the magnitude of the association. Fourth, we calculated the prevalence of help-seeking among veterans with psychiatric disorders. Finally, we examined AIAN status as an interaction variable for the relationship between service needs and willingness to seek help among veterans by calculating Mantel&#x2013;Haenszel odds ratio with Wald confidence intervals and Breslow-Day test. &#x201C;The Mantel&#x2013;Haenszel adjusted measures of association are valid when the measures of association across the different strata are similar (homogenous), that is, when the test of homogeneity of the odds (risk) ratios is not statistically significant&#x201D; (<xref ref-type="bibr" rid="ref44">44</xref>, p. 10). The statistical significance level was set at <italic>&#x03B1;</italic> value of 0.05, and odds ratios were reported as well. All statistical procedures were performed using R Studio (<xref ref-type="bibr" rid="ref40">40</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec23">
<title>Results</title>
<sec id="sec24">
<title>Descriptive statistics</title>
<p>Of the 7,260 veterans in the study, 5,771 (80/9%) were HUH. Among non-AIAN participants, 5,453 (80.8%) experienced HUH, compared to 318 (84.6%) of AIAN veterans. The mean age was 51.98&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;13.72) for non-AIAN veterans and 49.27&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;14.14) for AIAN veterans. The majority of participants were male, comprising 91.45% of non-AIAN veterans and 84.33% of AIAN veterans. Among non-AIAN veterans, most were non-Hispanic White (<italic>M</italic>&#x202F;=&#x202F;5,029; 73.1%), followed by non-Hispanic Black (<italic>M</italic>&#x202F;=&#x202F;1,151, 16.7%), Other/Mixed (<italic>M</italic>&#x202F;=&#x202F;359; 5.3%), and Hispanic (<italic>M</italic>&#x202F;=&#x202F;338; 4.9%). The mean years of total education was 13.29&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;1.90) for non-AIAN veterans and 13.08&#x202F;years (<italic>SD</italic>&#x202F;=&#x202F;1.88) for AIAN veterans. Regarding marital status, 15.12% of non-AIAN veterans and 17.49% of AIAN veterans reported being married or partnered (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Descriptive statistics of American Indian and Alaska Native (AIAN) and non-AIAN veterans in Veterans Integrated Service Network (VISN) 23.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Characteristics</th>
<th align="center" valign="top" colspan="2">Non-AIAN (<italic>N</italic> =&#x202F;6,877)</th>
<th align="center" valign="top" colspan="2">AIAN (<italic>N</italic> =&#x202F;383)</th>
<th align="center" valign="top">Effect size</th>
</tr>
<tr>
<th align="center" valign="top"><italic>N</italic> (%)</th>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top"><italic>N</italic> (%)</th>
<th align="center" valign="top">Mean (SD)</th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Sociodemographic</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td/>
<td align="center" valign="top">51.98 (13.72)</td>
<td/>
<td align="center" valign="top">49.27 (14.14)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.19<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Gender</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.06<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Male</td>
<td align="center" valign="top">6,289 (91.45%)</td>
<td/>
<td align="center" valign="top">323 (84.33%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Female</td>
<td align="center" valign="top">563 (8.19%)</td>
<td/>
<td align="center" valign="top">60 (15.67%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Transgender</td>
<td align="center" valign="top">25 (0.36%)</td>
<td/>
<td align="center" valign="top">0 (0.00%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Married/partnered</td>
<td align="center" valign="top">1,038 (15.12%)</td>
<td/>
<td align="center" valign="top">67 (17.49%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.01<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Military</td>
</tr>
<tr>
<td align="left" valign="top">Service years</td>
<td/>
<td align="center" valign="top">4.95 (4.60)</td>
<td/>
<td align="center" valign="top">4.24 (3.16)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.15<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Branch</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.07<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Air Force</td>
<td align="center" valign="top">764 (11.28%)</td>
<td/>
<td align="center" valign="top">20 (5.29%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Army</td>
<td align="center" valign="top">3,608 (53.26%)</td>
<td/>
<td align="center" valign="top">242 (64.02%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Coast guard</td>
<td align="center" valign="top">38 (0.56%)</td>
<td/>
<td align="center" valign="top">0 (0.00%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Marines</td>
<td align="center" valign="top">1,019 (15.04%)</td>
<td/>
<td align="center" valign="top">67 (17.72%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Navy</td>
<td align="center" valign="top">1,345 (19.86%)</td>
<td/>
<td align="center" valign="top">49 (12.96%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Exposed to combat</td>
<td align="center" valign="top">2,005 (29.16%)</td>
<td/>
<td align="center" valign="top">134 (34.99%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.03<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Financial</td>
</tr>
<tr>
<td align="left" valign="top">Education (years)</td>
<td/>
<td align="center" valign="top">13.29 (1.90)</td>
<td/>
<td align="center" valign="top">13.08 (1.88)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.11<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Employment (past 30&#x202F;Days)</td>
<td/>
<td align="center" valign="top">3.45 (7.70)</td>
<td/>
<td align="center" valign="top">3.56 (7.51)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.01<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Disability (1&#x2013;100%)</td>
<td align="center" valign="top">3,869 (56.30%)</td>
<td/>
<td align="center" valign="top">211 (55.09%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.01<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Debt status (Yes)</td>
<td align="center" valign="top">4,062 (64.20%)</td>
<td/>
<td align="center" valign="top">196 (54.29%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.05<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Risky behavior</td>
</tr>
<tr>
<td align="left" valign="top">Experienced jail</td>
<td align="center" valign="top">4,836 (74.54%)</td>
<td/>
<td align="center" valign="top">306 (82.04%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.04<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Drug abuse (Yes)</td>
<td align="center" valign="top">1,319 (19.18%)</td>
<td/>
<td align="center" valign="top">74 (19.32%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.001<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Alcohol abuse (Yes)</td>
<td align="center" valign="top">1,734 (25.21%)</td>
<td/>
<td align="center" valign="top">128 (33.42%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.04<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Risky behavior (Yes)</td>
<td align="center" valign="top">586 (9.31%)</td>
<td/>
<td align="center" valign="top">34 (9.12%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.001<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Suicidal ideation (Yes)</td>
<td align="center" valign="top">689 (10.02%)</td>
<td/>
<td align="center" valign="top">29 (7.57%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.001<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Health</td>
</tr>
<tr>
<td align="left" valign="top">Health status</td>
<td/>
<td align="center" valign="top">2.5 (1.03)</td>
<td/>
<td align="center" valign="top">2.47 (0.94)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.04<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Chronic pain</td>
<td align="center" valign="top">3,804 (45.58%)</td>
<td/>
<td align="center" valign="top">171 (44.76%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.001<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Severe mental illness</td>
<td align="center" valign="top">762 (11.08%)</td>
<td/>
<td align="center" valign="top">29 (7.57%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.03<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Any ER (Past 6&#x202F;Months)</td>
<td align="center" valign="top">3,311 (48.14%)</td>
<td/>
<td align="center" valign="top">191 (49.66%)</td>
<td/>
<td align="center" valign="top"><italic>&#x03C9;</italic> =&#x202F;0.001<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Need any help</td>
<td/>
<td align="center" valign="top">2.65 (1.22)</td>
<td/>
<td align="center" valign="top">2.48 (1.23)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.13<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Geographic locations</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Rural</td>
<td align="center" valign="top">1,336 (19.80%)</td>
<td/>
<td align="center" valign="top">152 (40%)</td>
<td/>
<td align="center" valign="top" rowspan="2"><italic>&#x03C9;</italic> =&#x202F;0.11<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Urban</td>
<td align="center" valign="top">5,413 (80.20%)</td>
<td/>
<td align="center" valign="top">228 (60%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Frontier and remote score (0&#x2013;4)</td>
<td/>
<td align="center" valign="top">0.15 (0.58)</td>
<td/>
<td align="center" valign="top">1.19 (1.67)</td>
<td align="center" valign="top"><italic>d</italic> =&#x202F;0.19<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Housing status</td>
</tr>
<tr>
<td align="left" valign="top">Homeless or unstably housed</td>
<td align="center" valign="top">5,453 (80.8%)</td>
<td/>
<td align="center" valign="top">318 (84.6%)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Stably housed</td>
<td align="center" valign="top">1,298 (19.2%)</td>
<td/>
<td align="center" valign="top">58 (15.4%)</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>ER, Emergency room; HUH, Homelessness and Unstable Housing; &#x03C9;, Cohen&#x2019;s &#x03C9; effect size; <italic>d</italic>, Cohen&#x2019;s d effect size. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;=&#x202F;n.s.</p>
</table-wrap-foot>
</table-wrap>
<p>The mean years of military service were 4.95 (<italic>SD</italic>&#x202F;=&#x202F;4.60) for non-AIAN veterans and 4.24 (<italic>SD</italic>&#x202F;=&#x202F;3.16) for AIAN veterans. A greater proportion of AIAN veterans reported serving in the Army (64.02%) compared to non-AIAN veterans (53.26%). Additionally, a higher proportion of AIAN veterans were exposed to combat (34.99%) compared to non-AIAN veterans (29.16%). A similar proportion of veterans reported disability, with 55.09% among AIAN veterans and 56.30% among non-AIAN veterans. Finally, more non-AIAN veterans reported debt status (64.20%) compared to AIAN veterans (54.29%).</p>
<p>For military characteristics, combat exposure is notably higher among AIAN veterans than among non-AIAN veterans (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.03, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). A smaller proportion of AIAN veterans reported debt (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) and severe mental illness (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.03, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) compared to non-AIAN veterans. Finally, a greater proportion of AIAN veterans reported previous jail experience (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.04, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) and alcohol abuse (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.04, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Finally, significantly more AIAN veterans were rural (Cramer&#x2019;s <italic>V</italic>&#x202F;=&#x202F;0.11, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) and frontier (<italic>d</italic>&#x202F;=&#x202F;0.19, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) residents compared to non-AIAN veterans.</p>
</sec>
<sec id="sec25">
<title>Proportion of psychiatric disorders by housing status and AIAN status</title>
<p>To examine our first two aims, <xref ref-type="table" rid="tab2">Tables 2</xref>, <xref ref-type="table" rid="tab3">3</xref> display the proportion of psychiatric disorders by housing status and AIAN status. Results indicated distinct patterns for each psychiatric condition. A greater proportion of HUH AIAN veterans experienced alcohol use disorder (30.41% vs. 23.73%) and PTSD (23.82% vs. 17.55%) compared to non-AIAN counterparts. After controlling for AIAN identity, the strongest association was observed between housing status and PTSD (OR 1.95; 95% CI [1.70&#x2013;2.23]). The second strongest association was found between housing status and alcohol use disorder (OR 1.54; 95% CI [1.34&#x2013;1.74]). Finally, housing status was also significantly associated with depression (OR 1.27; 95% CI [1.11&#x2013;1.44]).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Proportion for psychiatric disorders for housing status and American Indian and Alaska Native (AIAN) status.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Psychiatric disorders</th>
<th rowspan="3"/>
<th align="center" valign="top" colspan="3">Non-AIAN</th>
<th align="center" valign="top" colspan="3">AIAN</th>
</tr>
<tr>
<th align="center" valign="top">HUH</th>
<th align="center" valign="top">SH</th>
<th align="center" valign="top">OR</th>
<th align="center" valign="top">HUH</th>
<th align="center" valign="top">SH</th>
<th align="center" valign="top">OR</th>
</tr>
<tr>
<th align="center" valign="top"><italic>n</italic> (%)</th>
<th align="center" valign="top"><italic>n</italic> (%)</th>
<th align="center" valign="top">(95% CI)</th>
<th align="center" valign="top"><italic>n</italic> (%)</th>
<th align="center" valign="top"><italic>n</italic> (%)</th>
<th align="center" valign="top">(95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Suicidal ideation</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">574 (10.53)</td>
<td align="center" valign="top">104 (8.01)</td>
<td align="center" valign="top" rowspan="2">0.74<sup>&#x002A;</sup> (0.59&#x2013;0.92)</td>
<td align="center" valign="top">24 (7.52)</td>
<td align="center" valign="top">4 (6.90)</td>
<td align="center" valign="top" rowspan="2">0.91<sup>&#x002A;&#x002A;</sup> (0.22&#x2013;2.80)</td>
</tr>
<tr>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,879 (89.47)</td>
<td align="center" valign="top">1,194 (91.99)</td>
<td align="center" valign="top">295 (92.48)</td>
<td align="center" valign="top">54 (93.10)</td>
</tr>
<tr>
<td align="left" valign="top">Alcohol use disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">1,294 (23.73)</td>
<td align="center" valign="top">415 (31.97)</td>
<td align="center" valign="top" rowspan="2">1.54<sup>&#x002A;</sup> (1.32&#x2013;1.73)</td>
<td align="center" valign="top">97 (30.41)</td>
<td align="center" valign="top">28 (48.28)</td>
<td align="center" valign="top" rowspan="2">2.14<sup>&#x002A;</sup> (1.16&#x2013;3.92)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,159 (76.27)</td>
<td align="center" valign="top">883 (68.03)</td>
<td align="center" valign="top">222 (69.59)</td>
<td align="center" valign="top">30 (51.72)</td>
</tr>
<tr>
<td align="left" valign="top">Drug use disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">1,059 (19.42)</td>
<td align="center" valign="top">234 (18.03)</td>
<td align="center" valign="top" rowspan="2">0.91<sup>&#x002A;&#x002A;</sup> (0.77&#x2013;1.07)</td>
<td align="center" valign="top">61 (19.12)</td>
<td align="center" valign="top">11 (18.97)</td>
<td align="center" valign="top" rowspan="2">0.99<sup>&#x002A;&#x002A;</sup> (0.44&#x2013;2.08)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,394 (80.58)</td>
<td align="center" valign="top">1,064 (81.97)</td>
<td align="center" valign="top">258 (80.88)</td>
<td align="center" valign="top">47 (81.03)</td>
</tr>
<tr>
<td align="left" valign="top">Schizophrenia</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">209 (3.83)</td>
<td align="center" valign="top">19 (1.46)</td>
<td align="center" valign="top" rowspan="2">0.37<sup>&#x002A;</sup> (22&#x2013;0.60)</td>
<td align="center" valign="top">8 (2.51)</td>
<td align="center" valign="top">2 (3.45)</td>
<td align="center" valign="top" rowspan="2">1.39<sup>&#x002A;&#x002A;</sup> (0.14&#x2013;7.21)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,244 (96.17)</td>
<td align="center" valign="top">1,279 (98.54)</td>
<td align="center" valign="top">311 (97.49)</td>
<td align="center" valign="top">56 (96.55)</td>
</tr>
<tr>
<td align="left" valign="top">Psychosis</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">140 (2.57)</td>
<td align="center" valign="top">27 (2.08)</td>
<td align="center" valign="top" rowspan="2">0.81<sup>&#x002A;&#x002A;</sup> (0.51&#x2013;1.23)</td>
<td align="center" valign="top">8 (1.88)</td>
<td align="center" valign="top">2 (5.17)</td>
<td align="center" valign="top" rowspan="2">2.85<sup>&#x002A;&#x002A;</sup> (0.45&#x2013;13.74)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,313 (97.43)</td>
<td align="center" valign="top">1,271 (97.92)</td>
<td align="center" valign="top">313 (98.12)</td>
<td align="center" valign="top">55 (94.83)</td>
</tr>
<tr>
<td align="left" valign="top">Depression</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">1,431 (26.24)</td>
<td align="center" valign="top">396 (30.51)</td>
<td align="center" valign="top" rowspan="2">1.23<sup>&#x002A;</sup> (1.08&#x2013;1.41)</td>
<td align="center" valign="top">73 (22.88)</td>
<td align="center" valign="top">23 (39.66)</td>
<td align="center" valign="top" rowspan="2">2.21<sup>&#x002A;</sup> (1.17&#x2013;4.13)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,022 (73.76)</td>
<td align="center" valign="top">902 (69.49)</td>
<td align="center" valign="top">246 (77.12)</td>
<td align="center" valign="top">35 (60.34)</td>
</tr>
<tr>
<td align="left" valign="top">Bipolar disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">406 (7.45)</td>
<td align="center" valign="top">88 (6.78)</td>
<td align="center" valign="top" rowspan="2">0.90<sup>&#x002A;&#x002A;</sup> (0.70&#x2013;1.15)</td>
<td align="center" valign="top">13 (4.08)</td>
<td align="center" valign="top">1 (1.72)</td>
<td align="center" valign="top" rowspan="2">0.41<sup>&#x002A;&#x002A;</sup> (0.01&#x2013;2.86)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,047 (92.55)</td>
<td align="center" valign="top">1,210 (93.22)</td>
<td align="center" valign="top">306 (95.92)</td>
<td align="center" valign="top">57 (98.28)</td>
</tr>
<tr>
<td align="left" valign="top">Mood disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">285 (5.23)</td>
<td align="center" valign="top">67 (5.16)</td>
<td align="center" valign="top" rowspan="2">0.98<sup>&#x002A;&#x002A;</sup> (0.74&#x2013;1.30)</td>
<td align="center" valign="top">10 (3.13)</td>
<td align="center" valign="top">3 (5.17)</td>
<td align="center" valign="top" rowspan="2">1.68<sup>&#x002A;&#x002A;</sup> (0.29&#x2013;6.82)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,168 (94.77)</td>
<td align="center" valign="top">1,231 (94.84)</td>
<td align="center" valign="top">309 (96.87)</td>
<td align="center" valign="top">55 (94.83)</td>
</tr>
<tr>
<td align="left" valign="top">Phobia</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">35 (0.64)</td>
<td align="center" valign="top">13 (1.00)</td>
<td align="center" valign="top" rowspan="2">1.57<sup>&#x002A;&#x002A;</sup> (0.76&#x2013;3.04)</td>
<td align="center" valign="top">1 (0.31)</td>
<td align="center" valign="top">0 (0.00)</td>
<td align="center" valign="top" rowspan="2">-</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,418 (99.36)</td>
<td align="center" valign="top">1,285 (99.00)</td>
<td align="center" valign="top">318 (99.69)</td>
<td align="center" valign="top">58 (100)</td>
</tr>
<tr>
<td align="left" valign="top">Generalized anxiety disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">288 (5.28)</td>
<td align="center" valign="top">82 (6.32)</td>
<td align="center" valign="top" rowspan="2">1.21<sup>&#x002A;&#x002A;</sup> (0.93&#x2013;1.56)</td>
<td align="center" valign="top">5 (1.57)</td>
<td align="center" valign="top">4 (6.9)</td>
<td align="center" valign="top" rowspan="2">4.65<sup>&#x002A;</sup> (0.89&#x2013;22.24)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,165 (94.72)</td>
<td align="center" valign="top">1,216 (93.68)</td>
<td align="center" valign="top">314 (98.43)</td>
<td align="center" valign="top">54 (93.10)</td>
</tr>
<tr>
<td align="left" valign="top">Obsessive-compulsive disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">22 (0.4)</td>
<td align="center" valign="top">3 (0.23)</td>
<td align="center" valign="top" rowspan="2">0.57<sup>&#x002A;&#x002A;</sup> (0.11&#x2013;1.91)</td>
<td align="center" valign="top">1 (0.32)</td>
<td align="center" valign="top">0 (0.0)</td>
<td align="center" valign="top" rowspan="2">-</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,431 (99.60)</td>
<td align="center" valign="top">1,295 (99.77)</td>
<td align="center" valign="top">318 (99.69)</td>
<td align="center" valign="top">58 (100)</td>
</tr>
<tr>
<td align="left" valign="top">Anxiety</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">835 (15.31)</td>
<td align="center" valign="top">218 (16.80)</td>
<td align="center" valign="top" rowspan="2">1.12<sup>&#x002A;&#x002A;</sup> (0.94&#x2013;1.32)</td>
<td align="center" valign="top">40 (12.54)</td>
<td align="center" valign="top">40 (17.24)</td>
<td align="center" valign="top" rowspan="2">1.45<sup>&#x002A;&#x002A;</sup> (0.61&#x2013;3.21)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,618 (84.69)</td>
<td align="center" valign="top">1,080 (83.20)</td>
<td align="center" valign="top">279 (87.46)</td>
<td align="center" valign="top">48 (82.76)</td>
</tr>
<tr>
<td align="left" valign="top">Posttraumatic stress disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">957 (17.55)</td>
<td align="center" valign="top">379 (29.20)</td>
<td align="center" valign="top" rowspan="2">1.94<sup>&#x002A;</sup> (1.68&#x2013;2.23)</td>
<td align="center" valign="top">76 (23.82)</td>
<td align="center" valign="top">23 (39.66)</td>
<td align="center" valign="top" rowspan="2">2.10<sup>&#x002A;</sup> (1.11&#x2013;3.91)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">4,496 (82.45)</td>
<td align="center" valign="top">919 (70.80)</td>
<td align="center" valign="top">243 (76.18)</td>
<td align="center" valign="top">35 (60.34)</td>
</tr>
<tr>
<td align="left" valign="top">Adjustment disorder</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">351 (6.44)</td>
<td align="center" valign="top">83 (6.39)</td>
<td align="center" valign="top" rowspan="2">0.99<sup>&#x002A;&#x002A;</sup> (0.77&#x2013;1.28)</td>
<td align="center" valign="top">15 (4.70)</td>
<td align="center" valign="top">2 (3.45)</td>
<td align="center" valign="top" rowspan="2">0.72<sup>&#x002A;&#x002A;</sup> (0.08&#x2013;3.25)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,102 (93.56)</td>
<td align="center" valign="top">1,215 (93.61)</td>
<td align="center" valign="top">304 (95.30)</td>
<td align="center" valign="top">56 (96.55)</td>
</tr>
<tr>
<td align="left" valign="top">Other mental health disorders</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">413 (7.57)</td>
<td align="center" valign="top">89 (6.86)</td>
<td align="center" valign="top" rowspan="2">0.90<sup>&#x002A;&#x002A;</sup> (0.70&#x2013;1.14)</td>
<td align="center" valign="top">13 (4.08)</td>
<td align="center" valign="top">7 (12.07)</td>
<td align="center" valign="top" rowspan="2">3.21<sup>&#x002A;</sup> (1.04&#x2013;9.18)</td>
</tr>
<tr>
<td/>
<td align="center" valign="top">No</td>
<td align="center" valign="top">5,040 (92.43)</td>
<td align="center" valign="top">1,209 (93.14)</td>
<td align="center" valign="top">306 (95.92)</td>
<td align="center" valign="top">51 (87.93)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>HUH, Homelessness and Unstable Housing. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;=&#x202F;n.s.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Overall odds ratios (ORs) for psychiatric disorders prevalence in veterans stratified by American Indian and Alaska Native (AIAN) status, and AIAN status as moderator for housing status and psychiatric disorders.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Psychiatric disorders</th>
<th align="center" valign="top" colspan="2">Moderation</th>
</tr>
<tr>
<th align="center" valign="top">OR<sub>MH</sub> (95% CI)</th>
<th align="center" valign="top">AIAN Identity as <italic>Z</italic> <inline-formula>
<mml:math id="M1">
<mml:mo stretchy="true">(</mml:mo>
<mml:msub>
<mml:mi>p</mml:mi>
<mml:mi mathvariant="italic">BD</mml:mi>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
</mml:math>
</inline-formula></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Suicidal ideation</td>
<td align="center" valign="top">0.75<sup>&#x002A;</sup> (0.60&#x2013;0.92)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Alcohol use disorder</td>
<td align="center" valign="top">1.54<sup>&#x002A;</sup> (1.34&#x2013;1.74)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Drug use disorder</td>
<td align="center" valign="top">0.92<sup>&#x002A;&#x002A;</sup> (0.79&#x2013;1.07)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Schizophrenia</td>
<td align="center" valign="top">0.40<sup>&#x002A;</sup> (0.26&#x2013;0.63)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Psychosis</td>
<td align="center" valign="top">0.87<sup>&#x002A;&#x002A;</sup> (0.59&#x2013;1.30)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Depression</td>
<td align="center" valign="top">1.27<sup>&#x002A;</sup> (1.11&#x2013;1.44)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Bipolar disorder</td>
<td align="center" valign="top">0.89<sup>&#x002A;&#x002A;</sup> (0.70&#x2013;1.13)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Mood disorder</td>
<td align="center" valign="top">1.01<sup>&#x002A;&#x002A;</sup> (0.77&#x2013;1.31)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Phobia</td>
<td align="center" valign="top">1.53<sup>&#x002A;&#x002A;</sup> (0.81&#x2013;2.90)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Generalized anxiety disorder</td>
<td align="center" valign="top">1.26<sup>&#x002A;&#x002A;</sup> (0.98&#x2013;1.61)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Obsessive-compulsive disorder</td>
<td align="center" valign="top">0.55<sup>&#x002A;&#x002A;</sup> (0.17&#x2013;1.85)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Anxiety</td>
<td align="center" valign="top">1.13<sup>&#x002A;&#x002A;</sup> (0.96&#x2013;1.32)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Posttraumatic stress disorder</td>
<td align="center" valign="top">1.95<sup>&#x002A;</sup> (1.70&#x2013;2.23)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Adjustment disorder</td>
<td align="center" valign="top">0.98<sup>&#x002A;&#x002A;</sup> (0.77&#x2013;1.26)</td>
<td align="center" valign="top">n.s.</td>
</tr>
<tr>
<td align="left" valign="top">Other mental health disorders</td>
<td align="center" valign="top">&#x2013;<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x003C; 0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;=&#x202F;n.s.; OR<sub>MH</sub>, Mantel&#x2013;Haenszel Odds Ratio with Wald Confidence Intervals; <italic>p<sub>BD</sub></italic>, Breslow-Day of homogeneity of ORs.</p>
<p>&#x002A;&#x002A;&#x002A;&#x201C;The Mantel&#x2013;Haenszel adjusted measures of association are valid when the measures of association across the different strata are similar (homogenous), that is when the test of homogeneity of the odds (risk) ratios is not statistically significant&#x201D; (<xref ref-type="bibr" rid="ref44">44</xref>, p. 10).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec26">
<title>Housing status and service needs</title>
<p>HUH AIAN veterans (46.08%) reported higher psychiatric needs than SH AIAN veterans (34.48%). Regarding medical services, HUH veterans (61.13%) were nearly twice as likely to report needing medical help compared to SH AIAN veterans (32.76%) (OR&#x202F;=&#x202F;0.31). In contrast, substance abuse treatment needs among AIAN veterans showed a different trend. SH AIAN veterans (59.60%) report higher substance abuse services need compared to HUH veterans (35.42%) (OR&#x202F;=&#x202F;2.40). Regarding case management and family services, results indicated that case management needs were high across both groups, whereas family service needs were low and similarly reported by both SH and HUH AIAN veterans.</p>
</sec>
<sec id="sec27">
<title>Housing status and service seeking willingness</title>
<p>Across the services, HUH AIAN veterans were generally more willing to seek services across most categories, especially in substance abuse and family services. Among HUH AIAN veterans, willingness to get services was highest for case management services (98.93%) and lowest for substance abuse treatment services (74.77%). Similarly, among SH AIAN veterans, the willingness to get services was highest for medical and family services (100%) and lowest for psychiatric services (85%).</p>
</sec>
<sec id="sec28">
<title>Moderation results</title>
<p>To assess whether AIAN status moderates the relationship between housing status and psychiatric conditions, we utilized the Breslow-Day test. Results revealed a significant interaction effect, demonstrating that the association between housing status and other mental health disorders significantly differed between AIAN and non-AIAN individuals (&#x03C7;<sup>2</sup><italic>
<sub>BD</sub>
</italic> (1)&#x202F;=&#x202F;6.34, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<p>We also checked whether AIAN status moderates the relationship between housing status and service needs as well as willingness to seek care. The Breslow-Day test indicated that the association between housing status and psychiatric service needs (&#x03C7;<sup>2</sup><italic><sub>BD</sub></italic> (1)&#x202F;=&#x202F;11.63, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), willingness to seek psychiatric services (&#x03C7;<sup>2</sup><italic><sub>BD</sub></italic> (1)&#x202F;=&#x202F;4.91, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), and medical treatment service needs (&#x03C7;<sup>2</sup><italic><sub>BD</sub></italic> (1)&#x202F;=&#x202F;7.94, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) differed significantly between AIAN and non-AIAN (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Service needs and willingness to seek help among veterans and American Indian and Alaska Native (AIAN) identity as moderator.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Service categories</th>
<th/>
<th align="center" valign="top" colspan="3">Non-AIAN</th>
<th align="center" valign="top" colspan="3">AIAN</th>
<th align="center" valign="top" colspan="2">Interaction</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">HUH (%)</th>
<th align="center" valign="top">Stably Housed (%)</th>
<th align="center" valign="top">OR (95% CI)</th>
<th align="center" valign="top">HUH (%)</th>
<th align="center" valign="top">Stably Housed (%)</th>
<th align="center" valign="top">OR (95% CI)</th>
<th align="center" valign="top">AIAN Status as <italic>Z (p<sub>BD</sub>)</italic></th>
<th align="center" valign="top">OR (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="4">Psychiatric treatment</td>
<td align="center" valign="top">NH</td>
<td align="center" valign="top">3,134 (57.47)</td>
<td align="center" valign="top">912 (70.26)</td>
<td align="center" valign="top" rowspan="2">1.75<sup>&#x002A;</sup> (1.53&#x2013;2.00)</td>
<td align="center" valign="top">147 (46.08)</td>
<td align="center" valign="top">20 (34.48)</td>
<td align="center" valign="top" rowspan="2">0.61<sup>&#x002A;&#x002A;</sup> (0.33&#x2013;1.14)</td>
<td align="center" valign="top" rowspan="2">&#x003C; 0.01</td>
<td align="center" valign="top" rowspan="2">&#x2013;<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="center" valign="top">DNH</td>
<td align="center" valign="top">2,139 (42.53)</td>
<td align="center" valign="top">386 (29.74)</td>
<td align="center" valign="top">172 (53.92)</td>
<td align="center" valign="top">38 (65.52)</td>
</tr>
<tr>
<td align="center" valign="top">WGH</td>
<td align="center" valign="top">2,519 (86.80)</td>
<td align="center" valign="top">838 (95.55)</td>
<td align="center" valign="top" rowspan="2">3.27<sup>&#x002A;</sup> (2.32&#x2013;4.71)</td>
<td align="center" valign="top">124 (89.21)</td>
<td align="center" valign="top">17 (85.00)</td>
<td align="center" valign="top" rowspan="2">0.69<sup>&#x002A;&#x002A;</sup> (0.17&#x2013;4.08)</td>
<td align="center" valign="top" rowspan="2">&#x003C; 0.05</td>
<td align="center" valign="top" rowspan="2">&#x2013;<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="center" valign="top">NWGH</td>
<td align="center" valign="top">383 (13.20)</td>
<td align="center" valign="top">39 (4.45)</td>
<td align="center" valign="top">15 (10.79)</td>
<td align="center" valign="top">3 (15.00)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Medical treatment</td>
<td align="center" valign="top">NH</td>
<td align="center" valign="top">3,516 (64.48)</td>
<td align="center" valign="top">745 (57.40)</td>
<td align="center" valign="top" rowspan="2">0.74<sup>&#x002A;</sup> (0.66&#x2013;0.84)</td>
<td align="center" valign="top">195 (61.13)</td>
<td align="center" valign="top">19 (32.76)</td>
<td align="center" valign="top" rowspan="2">0.31<sup>&#x002A;</sup> (0.16&#x2013;0.58)</td>
<td align="center" valign="top" rowspan="2">&#x003C; 0.01</td>
<td align="center" valign="top" rowspan="2">&#x2013;<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="center" valign="top">DNH</td>
<td align="center" valign="top">1,937 (35.52)</td>
<td align="center" valign="top">553 (42.60)</td>
<td align="center" valign="top">124 (38.87)</td>
<td align="center" valign="top">39 (67.24)</td>
</tr>
<tr>
<td align="center" valign="top">WGH</td>
<td align="center" valign="top">3,370 (97.82)</td>
<td align="center" valign="top">732 (98.79)</td>
<td align="center" valign="top" rowspan="2">1.81<sup>&#x002A;&#x002A;</sup> (0.90&#x2013;4.13)</td>
<td align="center" valign="top">184 (95.83)</td>
<td align="center" valign="top">19 (100)</td>
<td align="center" valign="top" rowspan="2">&#x2013;</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">1.91<sup>&#x002A;&#x002A;</sup> (0.95&#x2013;3.82)</td>
</tr>
<tr>
<td align="center" valign="top">NWGH</td>
<td align="center" valign="top">75 (2.18)</td>
<td align="center" valign="top">9 (1.21)</td>
<td align="center" valign="top">8 (4.17)</td>
<td align="center" valign="top">0 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Substance abuse treatment</td>
<td align="center" valign="top">NH</td>
<td align="center" valign="top">1,833 (33.61)</td>
<td align="center" valign="top">785 (60.48)</td>
<td align="center" valign="top" rowspan="2">3.02<sup>&#x002A;</sup> (2.66&#x2013;3.43)</td>
<td align="center" valign="top">113 (35.42)</td>
<td align="center" valign="top">33 (56.90)</td>
<td align="center" valign="top" rowspan="2">2.40<sup>&#x002A;</sup> (1.31&#x2013;4.44)</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">2.99<sup>&#x002A;</sup> (2.64&#x2013;3.37)</td>
</tr>
<tr>
<td align="center" valign="top">DNH</td>
<td align="center" valign="top">3,620 (66.39)</td>
<td align="center" valign="top">513 (39.52)</td>
<td align="center" valign="top">206 (64.58)</td>
<td align="center" valign="top">25 (43.10)</td>
</tr>
<tr>
<td align="center" valign="top">WGH</td>
<td align="center" valign="top">1,205 (72.55)</td>
<td align="center" valign="top">688 (94.38)</td>
<td align="center" valign="top" rowspan="2">6.35<sup>&#x002A;</sup> (4.53&#x2013;9.09)</td>
<td align="center" valign="top">80 (74.77)</td>
<td align="center" valign="top">32 (96.97)</td>
<td align="center" valign="top" rowspan="2">10.69<sup>&#x002A;</sup> (1.62&#x2013;454.86)</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">6.47<sup>&#x002A;</sup> (4.65&#x2013;8.98)</td>
</tr>
<tr>
<td align="center" valign="top">NWGH</td>
<td align="center" valign="top">456 (27.45)</td>
<td align="center" valign="top">41 (5.62)</td>
<td align="center" valign="top">27 (25.23)</td>
<td align="center" valign="top">1 (3.03)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Case management</td>
<td align="center" valign="top">NH</td>
<td align="center" valign="top">5,049 (92.59)</td>
<td align="center" valign="top">960 (73.96)</td>
<td align="center" valign="top" rowspan="2">0.22<sup>&#x002A;</sup> (0.19&#x2013;0.27)</td>
<td align="center" valign="top">291 (91.22)</td>
<td align="center" valign="top">48 (82.76)</td>
<td align="center" valign="top" rowspan="2">0.46<sup>&#x002A;</sup> (0.20&#x2013;1.14)</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">0.23<sup>&#x002A;</sup>(0.20&#x2013;0.27)</td>
</tr>
<tr>
<td align="center" valign="top">DNH</td>
<td align="center" valign="top">404 (7.41)</td>
<td align="center" valign="top">338 (26.04)</td>
<td align="center" valign="top">28 (8.78)</td>
<td align="center" valign="top">10 (17.24)</td>
</tr>
<tr>
<td align="center" valign="top">WGH</td>
<td align="center" valign="top">4,841 (98.92)</td>
<td align="center" valign="top">908 (98.27)</td>
<td align="center" valign="top" rowspan="2">0.62<sup>&#x002A;&#x002A;</sup> (0.35&#x2013;1.17)</td>
<td align="center" valign="top">278 (98.93)</td>
<td align="center" valign="top">46 (97.87)</td>
<td align="center" valign="top" rowspan="2">0.50<sup>&#x002A;&#x002A;</sup> (0.04&#x2013;26.62)</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">0.61<sup>&#x002A;&#x002A;</sup>(0.35&#x2013;1.06)</td>
</tr>
<tr>
<td align="center" valign="top">NWGH</td>
<td align="center" valign="top">53 (1.08)</td>
<td align="center" valign="top">16 (1.73)</td>
<td align="center" valign="top">3 (1.07)</td>
<td align="center" valign="top">1 (2.13)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Family problems services</td>
<td align="center" valign="top">NH</td>
<td align="center" valign="top">805 (14.76)</td>
<td align="center" valign="top">215 (16.56)</td>
<td align="center" valign="top" rowspan="2">1.15<sup>&#x002A;&#x002A;</sup> (0.97&#x2013;1.35)</td>
<td align="center" valign="top">57 (17.87)</td>
<td align="center" valign="top">11 (18.97)</td>
<td align="center" valign="top" rowspan="2">1.08<sup>&#x002A;&#x002A;</sup> (0.47&#x2013;2.27)</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">1.14<sup>&#x002A;&#x002A;</sup> (0.97&#x2013;1.34)</td>
</tr>
<tr>
<td align="center" valign="top">DNH</td>
<td align="center" valign="top">4,648 (85.24)</td>
<td align="center" valign="top">1,083 (83.44)</td>
<td align="center" valign="top">262 (82.13)</td>
<td align="center" valign="top">47 (81.03)</td>
</tr>
<tr>
<td align="center" valign="top">WGH</td>
<td align="center" valign="top">469 (72.94)</td>
<td align="center" valign="top">177 (93.65)</td>
<td align="center" valign="top" rowspan="2">5.46<sup>&#x002A;</sup> (2.95&#x2013;11.1)</td>
<td align="center" valign="top">44 (88)</td>
<td align="center" valign="top">10 (100)</td>
<td align="center" valign="top" rowspan="2">-</td>
<td align="center" valign="top" rowspan="2">n.s.</td>
<td align="center" valign="top" rowspan="2">5.62<sup>&#x002A;</sup>(3.05&#x2013;10.34)</td>
</tr>
<tr>
<td align="center" valign="top">NWGH</td>
<td align="center" valign="top">174 (27.06)</td>
<td align="center" valign="top">12 (6.35)</td>
<td align="center" valign="top">6 (12.00)</td>
<td align="center" valign="top">0 (0.00)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NH, Need help; DNH, Do not Need Help; WGH, Willing to Get Help; NWGH, Not Willing to Get Help; <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;=&#x202F;n.s.; OR<sub>MH</sub>, Mantel&#x2013;Haenszel Odds Ratio with Wald Confidence Intervals; <italic>p<sub>BD</sub></italic>, Breslow-Day of homogeneity of ORs.</p>
<p><sup>&#x002A;&#x002A;&#x002A;</sup>&#x201C;The Mantel&#x2013;Haenszel adjusted measures of association are valid when the measures of association across the different strata are similar (homogenous), that is when the test of homogeneity of the odds (risk) ratios is not statistically significant&#x201D; (<xref ref-type="bibr" rid="ref44">44</xref>, p. 10).</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec29">
<title>Discussion</title>
<p>This study is one of the few to explore mental health conditions, service needs, and service-seeking willingness among AIAN and non-AIAN veterans. Our findings reveal significant differences between AIAN and non-AIAN veterans across several demographic and health characteristics. First, AIAN veterans tend to be younger, have shorter military service periods, are more likely to be employed, report poorer health, and require fewer services than non-AIAN veterans. Second, we found that larger proportions of AIAN veterans are female, married, exposed to combat, served in the Army, and have prior experiences with incarceration or substance abuse, as well as frequent ER visits than non-AIAN veterans. These socioeconomic and military characteristic differences between AIAN and non-AIAN veterans align with national data and highlight the documented health and housing disparities among AIAN veterans (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>A slightly and significantly higher proportion of AIAN veterans were found to be HUH compared to non-AIAN veterans. These findings are consistent with previous research that emphasizes the greater prevalence of homelessness among AIAN veterans (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). The differences in housing status between the two groups underscore the unique challenges faced by AIAN veterans, which may be influenced by socioeconomic, sociocultural, and historical factors specific to this population.</p>
<p>In our sample, AIAN veterans consistently showed higher prevalences of alcohol use disorder and PTSD across both the HUH and SH subgroups compared to their non-AIAN counterparts. Interestingly, for schizophrenia, psychosis, depression, and other mental health disorders, the prevalence tends to be higher in the AIAN SH group but lower or similar in the AIAN HUH group compared to non-AIAN. Our results are generally consistent with previous findings showing that AIAN veterans are at greater risk for mental health conditions (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref20 ref21 ref22">20&#x2013;22</xref>). However, these prevalent patterns raise important questions that warrant further investigation. One possible explanation for the lower prevalence of certain psychiatric disorders among HUH AIAN veterans could be underdiagnosis rather than a true lower occurrence of these conditions.</p>
<p>Regarding mental health and service needs, we found that HUH AIAN veterans were more likely to require psychiatric treatment services to their SH counterparts. Additionally, the need for medical services was nearly twice as high among HUH veterans (61.13%) compared to SH AIAN veterans (32.76%). In contrast, substance abuse treatment needs among AIAN veterans showed a different trend. SH AIAN veterans report higher substance abuse services need compared to HUH veterans. This study also revealed that a greater proportion of SH AIAN veterans were willing to seek various forms of psychiatric and family services compared to non-AIAN veterans. This could be attributed to the availability of culturally tailored services within the VA system, which may enhance engagement and treatment adherence among AIAN veterans (<xref ref-type="bibr" rid="ref45">45</xref>). While some studies indicate higher healthcare utilization among AIAN veterans (<xref ref-type="bibr" rid="ref26">26</xref>), others suggest barriers to healthcare access, particularly for those living in frontier or remote areas (<xref ref-type="bibr" rid="ref41">41</xref>).</p>
<p>Finally, we found a significant interaction effect among AIAN versus non-AIAN veterans for the association between housing status and other mental health disorders. This finding suggests that the relationship between housing status and psychiatric disorders varies across different psychiatric conditions when AIAN identity is considered. Additionally, our results revealed that the relationship between housing status and psychiatric service needs, willingness to seek psychiatric services, and medical treatment service needs differed significantly between AIAN and non-AIAN veterans, further demonstrating a significant interaction effect. More specifically, among non-AIAN, SH veterans reported more need and willingness for psychiatric services, while among AIANs, the pattern for need was reversed since HUH AIAN veterans reported more need for psychiatric services. These findings may reflect a complex interplay of factors, including systemic barriers such as limited availability of culturally relevant services, social determinants of health like poverty and limited access to transportation, and cultural considerations such as historical trauma and mistrust in the VA healthcare system. The significant interaction between AIAN status and housing status highlights the importance of considering AIAN identity when assessing mental health needs in the context of housing instability. The interaction effect suggests that the mental health impact of housing instability may differ for AIAN veterans, possibly due to socio-cultural factors, including systemic challenges in accessing culturally competent mental health care (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref42">42</xref>).</p>
<sec id="sec30">
<title>Implications</title>
<p>Our findings have multiple clinical, research, and policy implications. First, our findings highlight particular healthcare needs of AIAN veterans who are HUH, which suggest potential targeted interventions. It is important to remember that, compared to non-AIAN veterans, more proportion of AIAN veterans live in rural or frontier locations&#x2014;where healthcare resources and services are limited. Our sample was more urban-based so there may be limited generalizability to AIAN veterans living in less populated areas. Nevertheless, geographic isolation remains an important consideration for future research, especially in states like North and South Dakota, Iowa, Minnesota, and Nebraska, where frontier and remote populations are significantly higher than the national average (<xref ref-type="bibr" rid="ref37">37</xref>). Future research should examine how place-based factors&#x2014;such as rurality, social isolation, and access to culturally responsive services&#x2014;interact with housing and mental health outcomes.</p>
<p>In terms of policy implications, our study suggests that addressing the housing and healthcare needs of AIAN veterans requires consideration for both the historical and geographical factors influencing their access to services. Culturally tailored initiatives may improve engagement with healthcare services and address health disparities in this population. Policies should aim to increase the availability of culturally tailored health services and ensure that such services are accessible in rural, frontier, and remote areas. In particular, improving the reach of the VA&#x2019;s culturally competent care could help alleviate some of the barriers to service utilization among AIAN veterans (<xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Our findings also underscore the critical importance of early identification and continuous monitoring of HUH risk among AIAN veterans&#x2014;particularly during the transition from military to civilian life. Timely and ongoing assessment of risk and protective factors of HUH such as mental health conditions, unmet healthcare needs, employment status can enable targeted interventions before HUH crisis occur. Embedding standardized homelessness risk screening into routine VA and non-VA healthcare and transition programs may allow healthcare providers to proactively identify at-risk AIAN veterans and connect them with supportive services, housing resources, and behavioral health care at the earliest signs of need. By shifting the focus from reactive responses to preventive strategies, the VA and non-VA healthcare systems can play a vital role in reducing or eliminating veteran homelessness and promoting long-term housing stability.</p>
<p>This study has several limitations that warrant consideration. First, our sample was confined to veterans in VISN 23, which may limit the generalizability of our findings to the broader U.S. veteran population. Future research should examine these relationships in nationally representative samples to better understand the prevalence and impact of housing instability, unmet healthcare needs (HUH), and mental health among AIAN veterans across different regions. Second, the cross-sectional nature of the data limits our ability to establish causal relationships between housing status, psychiatric conditions, and service needs. Third, while administrative data and single-item measures offer practical advantages&#x2014;such as ease of interpretation and reduced participant burden (<xref ref-type="bibr" rid="ref43">43</xref>)&#x2014;they may introduce measurement error and limit the depth of assessment. Fourth, the sample includes only veterans engaged with the VA system who completed a housing instability risk screening. This may introduce selection bias and limit generalizability to the broader veteran population, particularly those who seek care exclusively in non-VA settings or who are not connected to formal healthcare systems. Fifth, AIAN status was determined through self-report using a race/ethnicity item, without verification of tribal enrollment. Moreover, the dataset did not include information on specific tribal affiliations. These limitations restrict our ability to explore tribal-level differences that may reflect unique cultural, historical, and geographical contexts influencing healthcare and housing experiences. Future studies should aim to disaggregate AIAN populations to enable more nuanced, culturally responsive research.</p>
<p>In conclusion, this study highlights that AIAN veterans experience higher rates of HUH, greater geographical isolation, and greater barriers to healthcare access compared to non-AIAN veterans. These challenges contribute to a disproportionate burden of homelessness and mental health issues among AIAN veterans. Culturally tailored interventions that consider these unique factors&#x2014;such as historical trauma, geographic isolation, and access to culturally relevant services&#x2014;may be critical to addressing health disparities in this population. Future research should continue to investigate how these factors interact to improve the health and well-being of AIAN veterans, with an emphasis on developing effective, culturally sensitive approaches.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec31">
<title>Data availability statement</title>
<p>If there is any question regarding data, please reach out to Emre Umucu via <email>eumucu@utep.edu</email>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec32">
<title>Ethics statement</title>
<p>Ethical approval was not required for the studies involving humans because these analyses were conducted as part of a quality improvement project at the request of and funded by VISN 23 in coordination with the National Center on Homelessness Among Veterans. This work was therefore not considered human subjects research by the VA institutional review board. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec33">
<title>Author contributions</title>
<p>EU: Formal analysis, Conceptualization, Writing &#x2013; review &#x0026; editing, Data curation, Methodology, Project administration, Writing &#x2013; original draft. BL: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. CC: Writing &#x2013; original draft, Data curation, Formal analysis. JT: Supervision, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Project administration.</p>
</sec>
<sec sec-type="funding-information" id="sec34">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. These analyses were conducted as part of a quality improvement project at the request of and funded by VISN 23 in coordination with the National Center on Homelessness Among Veterans. The views presented are of the authors, alone, and do not represent the U.S. Department of Veterans Affairs or any federal agency.</p>
</sec>
<sec sec-type="COI-statement" id="sec35">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec36">
<title>Generative AI statement</title>
<p>The authors declare that Gen AI was used in the creation of this manuscript. Generative AI was used to check grammar and language.</p>
</sec>
<sec sec-type="disclaimer" id="sec37">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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