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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ResProt</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Res Protoc</journal-id>
      <journal-title>JMIR Research Protocols</journal-title>
      <issn pub-type="epub">1929-0748</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v13i1e58763</article-id>
      <article-id pub-id-type="pmid">39361416</article-id>
      <article-id pub-id-type="doi">10.2196/58763</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Protocol</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Protocol</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Racial and Ethnic Differences in Traumatic Brain Injury Outcomes From 2009 to 2023: Protocol for a Systematic Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Leung</surname>
            <given-names>Tiffany</given-names>
          </name>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Ma</surname>
            <given-names>Simone</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Peterson</surname>
            <given-names>Alexis</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Franco-Rocha</surname>
            <given-names>Oscar Y. Y</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Pappadis</surname>
            <given-names>Monique R</given-names>
          </name>
          <degrees>BS, MEd, PhD</degrees>
          <xref rid="aff01" ref-type="aff">1</xref>
          <address>
            <institution>Sealy Center on Aging</institution>
            <institution>The University of Texas Medical Branch</institution>
            <addr-line>301 University Blvd.</addr-line>
            <addr-line>Galveston, TX, 77555-0177</addr-line>
            <country>United States</country>
            <phone>1 409 747 1632</phone>
            <email>mrpappad@utmb.edu</email>
          </address>
          <xref rid="aff02" ref-type="aff">2</xref>
          <xref rid="aff03" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-4742-4380</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Talley</surname>
            <given-names>Kelli G</given-names>
          </name>
          <degrees>OTR/L, MPH, PhD</degrees>
          <xref rid="aff04" ref-type="aff">4</xref>
          <xref rid="aff05" ref-type="aff">5</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-0712-9061</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Garcia</surname>
            <given-names>Patricia</given-names>
          </name>
          <degrees>BA, MS, PsyD</degrees>
          <xref rid="aff06" ref-type="aff">6</xref>
          <xref rid="aff07" ref-type="aff">7</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7922-8432</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Aguirre</surname>
            <given-names>Caitlin R</given-names>
          </name>
          <degrees>BA</degrees>
          <xref rid="aff08" ref-type="aff">8</xref>
          <xref rid="aff09" ref-type="aff">9</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0009-0664-5356</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Onwudebe</surname>
            <given-names>Chinedu K</given-names>
          </name>
          <degrees>BS, MS</degrees>
          <xref rid="aff09" ref-type="aff">9</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0009-0008-9572-4189</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Smith</surname>
            <given-names>Michelle</given-names>
          </name>
          <degrees>BA, MPH</degrees>
          <xref rid="aff10" ref-type="aff">10</xref>
          <xref rid="aff11" ref-type="aff">11</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-6764-675X</ext-link>
        </contrib>
        <contrib id="contrib7" contrib-type="author">
          <name name-style="western">
            <surname>Lequerica</surname>
            <given-names>Anthony H</given-names>
          </name>
          <degrees>BS, MA, PhD</degrees>
          <xref rid="aff12" ref-type="aff">12</xref>
          <xref rid="aff13" ref-type="aff">13</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-2494-894X</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff01">
        <label>1</label>
        <institution>Sealy Center on Aging</institution>
        <institution>The University of Texas Medical Branch</institution>
        <addr-line>Galveston, TX</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff02">
        <label>2</label>
        <institution>Department of Population Health and Health Disparities</institution>
        <institution>School of Public and Population Health</institution>
        <institution>The University of Texas Medical Branch</institution>
        <addr-line>Galveston, TX</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff03">
        <label>3</label>
        <institution>Brain Injury Research Center</institution>
        <institution>TIRR Memorial Hermann</institution>
        <addr-line>Houston, TX</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff04">
        <label>4</label>
        <institution>Department of Rehabilitation Counseling</institution>
        <institution>College of Health Professions</institution>
        <institution>Virginia Commonwealth University</institution>
        <addr-line>Richmond, VA</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff05">
        <label>5</label>
        <institution>Department of Physical Medicine and Rehabilitation, TBI Model Systems</institution>
        <institution>School of Medicine</institution>
        <institution>Virginia Commonwealth University</institution>
        <addr-line>Richmond, VA</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff06">
        <label>6</label>
        <institution>Department of Neurology</institution>
        <institution>Indiana University School of Medicine</institution>
        <addr-line>Indianapolis, IN</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff07">
        <label>7</label>
        <institution>Department of Physical Medicine and Rehabilitation</institution>
        <institution>Indiana University School of Medicine</institution>
        <addr-line>Indianapolis, IN</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff08">
        <label>8</label>
        <institution>School of Public and Population Health</institution>
        <institution>The University of Texas Medical Branch</institution>
        <addr-line>Galveston, TX</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff09">
        <label>9</label>
        <institution>John Sealy School of Medicine</institution>
        <institution>The University of Texas Medical Branch</institution>
        <addr-line>Galveston, TX</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff10">
        <label>10</label>
        <institution>NYU Grossman School of Medicine</institution>
        <institution>New York University</institution>
        <addr-line>New York, NY</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff11">
        <label>11</label>
        <institution>Department of Research</institution>
        <institution>Rusk Rehabilitation</institution>
        <addr-line>New York, NY</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff12">
        <label>12</label>
        <institution>Kessler Foundation</institution>
        <addr-line>East Hanover, NJ</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff13">
        <label>13</label>
        <institution>Department of Physical Medicine and Rehabilitation</institution>
        <institution>Rutgers-New Jersey Medical School</institution>
        <addr-line>Newark, NJ</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Monique R Pappadis <email>mrpappad@utmb.edu</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2024</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>3</day>
        <month>10</month>
        <year>2024</year>
      </pub-date>
      <volume>13</volume>
      <elocation-id>e58763</elocation-id>
      <history>
        <date date-type="received">
          <day>24</day>
          <month>3</month>
          <year>2024</year>
        </date>
        <date date-type="rev-request">
          <day>5</day>
          <month>6</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd">
          <day>28</day>
          <month>6</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>17</day>
          <month>7</month>
          <year>2024</year>
        </date>
      </history>
      <copyright-statement>©Monique R Pappadis, Kelli G Talley, Patricia Garcia, Caitlin R Aguirre, Chinedu K Onwudebe, Michelle Smith, Anthony H Lequerica. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 03.10.2024.</copyright-statement>
      <copyright-year>2024</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://www.researchprotocols.org/2024/1/e58763" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>In 2009, Gary and colleagues reviewed prior research examining racial and ethnic differences in outcomes after traumatic brain injury (TBI). Over the past 15 years, advances in research and changes in the demographic composition of the United States warrant a comprehensive understanding of racial and ethnic disparities after TBI.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>A systematic review will be conducted to examine racial and ethnic differences in TBI outcomes from 2009 to 2023.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>Preliminary searches and study screening processes will identify relevant English-language articles published from January 2009 to December 2023 using the CINAHL, Gale OneFile, PsycINFO (Ovid), and PubMed electronic databases. Relevant articles will include quantitative or mixed method approaches, involve individuals with TBI or their caregivers, and compare 2 or more groups by race or ethnicity on post-TBI outcomes. Quality will be assessed using the Newcastle-Ottawa Scale. This systematic review protocol was developed following PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) guidelines. Results will be summarized, and a subgroup analysis may be conducted based on demographics (eg, age, gender, or sex).</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>We have already identified abstracts using the search strategy for all 4 of the included electronic databases. We recently updated the search and will begin abstract screening of the additional abstracts identified from the last search completed in January 2024. This systematic review is anticipated to be completed by fall 2024, and its findings will be disseminated to the scientific community, persons with TBI, caregivers, and the lay audience.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>This systematic review will advance our understanding regarding outcome disparities among minoritized individuals with TBI, examine progress over the past 15 years in minimizing barriers encountered by these racial and ethnic groups, and provide professionals with a roadmap illustrating existing gaps in rehabilitation care, making way for further development and implementation of evidence-based interventions to improve health equity in TBI outcomes.</p>
        </sec>
        <sec sec-type="trial registration">
          <title>Trial Registration</title>
          <p>PROSPERO CRD42023394529; https://tinyurl.com/53mtcz9b</p>
        </sec>
        <sec sec-type="registered-report">
          <title>International Registered Report Identifier (IRRID)</title>
          <p>PRR1-10.2196/58763</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>traumatic brain injury</kwd>
        <kwd>TBI</kwd>
        <kwd>health disparities</kwd>
        <kwd>racial and ethnic differences</kwd>
        <kwd>injury outcomes</kwd>
        <kwd>outcomes assessment</kwd>
        <kwd>social determinants of health</kwd>
        <kwd>neurorehabilitation</kwd>
        <kwd>evidence-based interventions</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>The estimated global prevalence of traumatic brain injury (TBI) is over 55 million, a number that has continued to grow over the past 3 decades [<xref ref-type="bibr" rid="ref1">1</xref>]. From 1990 to 2016, the incidence of TBI increased by 3.6% and prevalence increased by 8.4%; in 2016 alone, there were 27 million new cases [<xref ref-type="bibr" rid="ref1">1</xref>]. From these estimates, approximately 0.7% of the world’s population live with a medically treated brain injury. TBI is prevalent among all age groups and commonly causes long-term functional, cognitive, behavioral, and social challenges that require a multidisciplinary approach to rehabilitation [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. As emphasized by the 2022 US National Academies of Sciences, Engineering, and Medicine report [<xref ref-type="bibr" rid="ref4">4</xref>], one’s ability to access appropriate care and maximize functional recovery is dependent upon numerous personal and social factors. These factors include race, ethnicity, age, gender, socioeconomic status, geographical location, preinjury status, and the presence of comorbidities, among others [<xref ref-type="bibr" rid="ref5">5</xref>]. Of these social determinants of health (SDoH), racial and ethnic disparities are the most reported health disparities following TBI [<xref ref-type="bibr" rid="ref6">6</xref>].</p>
      <p>Earlier studies of racial and ethnic health disparities following TBI rehabilitation using large databases focused primarily on adults categorized as “minorities versus Whites.” The seminal paper written by the early pioneer in the TBI field examined the impact of <italic>minority status</italic> on functional outcomes using the TBI Models Systems national database, which included 586 African American (37%), Hispanic (7%), and White (53%) individuals categorized as “minority versus Whites” [<xref ref-type="bibr" rid="ref7">7</xref>]. Rosenthal et al [<xref ref-type="bibr" rid="ref7">7</xref>] used the Community Integration Questionnaire and determined that minority status affected long-term community integration (CI), with adults with TBI from racial and ethnic minority groups faring worse in long-term productivity and social integration compared to White adults. With time, the TBI field began to conduct more rehabilitation research focused mainly on adults.</p>
      <p>In the early and mid-2000s, TBI researchers began centering on race as a moderator of functional outcomes following TBI [<xref ref-type="bibr" rid="ref8">8</xref>-<xref ref-type="bibr" rid="ref10">10</xref>]. By the mid- to late 2000s, research on racial and ethnic minority status and TBI exploded, and numerous studies narrowed around postinjury outcomes such as CI, competitive employment, job stability, and life satisfaction. In these studies, “minority,” “Hispanic,” or “Black” adults reported worse outcomes in regard to functioning, employment, life satisfaction, and CI relative to White adults with TBI [<xref ref-type="bibr" rid="ref11">11</xref>-<xref ref-type="bibr" rid="ref17">17</xref>] and without significant differences between minority groups [<xref ref-type="bibr" rid="ref11">11</xref>], even after accounting for income [<xref ref-type="bibr" rid="ref17">17</xref>].</p>
      <p>When exploring outcomes after TBI, the needs of caregivers of persons with TBI are important factors that must be addressed. Racial differences in kinship patterns have been identified, with African American caregivers spending significantly more time in direct caregiving and reporting more depression than White caregivers [<xref ref-type="bibr" rid="ref18">18</xref>]. Black and Hispanic caregivers made greater use of emotion-focused coping skills and used more traditional ideology with a greater sense of obligation and family duty. Interestingly, caregiving did not lead to greater perceived burden [<xref ref-type="bibr" rid="ref19">19</xref>]. By 2009, there were no studies specifically examining racial and ethnic differences among older adults with TBI. However, within the past decade, more studies have examined disparities in care and outcomes among older adults with TBI.</p>
      <p>In more recent years, interest has increased in understanding how racial and ethnic minority groups are differentially impacted by a TBI. While TBI sequelae largely depends on specific aspects of the brain injury itself and patient characteristics (eg, age, premorbid medical health, and psychiatric health), the effects from the brain injury occur in a social and cultural context. Recent systematic reviews have tried to shed light on racial and ethnic disparities in TBI outcomes. Their findings align with many of the conclusions by Gary et al [<xref ref-type="bibr" rid="ref14">14</xref>], suggesting that racial and ethnic disparities exist across acute care, rehabilitation, and long-term outcomes and in domains of community reintegration, degree of disability, and return to work when compared to non-Hispanic White individuals [<xref ref-type="bibr" rid="ref20">20</xref>]. Race and ethnicity are also the most prevalent SDoH implicated in the incidence of TBI [<xref ref-type="bibr" rid="ref6">6</xref>]. We recognize that both interpersonal and structural racism are often the drivers of disparities experienced by minoritized racial and ethnic groups [<xref ref-type="bibr" rid="ref21">21</xref>].</p>
      <p>Prior reviews have either been non-TBI specific, included other clinical groups such as stroke and cardiac arrest [<xref ref-type="bibr" rid="ref22">22</xref>], excluded patients with mild TBI [<xref ref-type="bibr" rid="ref23">23</xref>], focused exclusively on health utilization during acute care [<xref ref-type="bibr" rid="ref22">22</xref>], or included studies that had narrow outcomes such as mechanisms of injury and other pathophysiology in racial and ethnic minority groups [<xref ref-type="bibr" rid="ref24">24</xref>]. Although not a systematic review, the work by Gary et al [<xref ref-type="bibr" rid="ref14">14</xref>] inspired our proposed work. Therefore, we aim to conduct a rigorous comprehensive analysis of the literature over a 15-year period focused on racial and ethnic disparities in TBI outcomes (eg, treatment, functional, psychosocial, emotional or behavioral, and caregiver) across the lifespan and including all injury severities. We hypothesized that racial and ethnic disparities in outcomes persist across all outcome domains and across the continuum of care regardless of age or injury severity.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Study Design</title>
        <p>Following the PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) guidelines (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>) [<xref ref-type="bibr" rid="ref25">25</xref>], we outline an updated systematic review of quantitative and mixed methods studies reporting racial and/or ethnic differences in TBI outcomes across the lifespan. The systematic review protocol is registered in PROSPERO (CRD42023394529).</p>
      </sec>
      <sec>
        <title>Eligibility Criteria</title>
        <p>The PICOS (Patient, Intervention, Comparison, Outcomes, and Study Design) framework was used to develop our systematic review question and guide the development of the literature search strategies [<xref ref-type="bibr" rid="ref26">26</xref>]. The elements are detailed below:</p>
        <list list-type="bullet">
          <list-item>
            <p>Participants (P): Individuals with a TBI of any age and any severity. Studies including people with an acquired brain injury (eg, stroke, tumor, and hypoxic injury) in addition to TBI may be included if the results for persons with TBI are separated. If there are sufficient studies using pediatric, adult (age &gt;18 years), or older adult (aged 55+ years) populations or caregivers, then we will decide if we want to separate the findings and develop separate review articles for each population.</p>
          </list-item>
          <list-item>
            <p>Intervention (I): Not applicable.</p>
          </list-item>
          <list-item>
            <p>Comparison (C): Racial or ethnic group identity, where 2 or more ethnic or racial groups must be compared. Comparisons between “majority” and “minority group” and between “non-Hispanic White” and “ethnic or racial minority group” are examples of other comparisons that may be included. We will acknowledge the earlier race or ethnicity language used in earlier studies, but our review will use current, inclusive race or ethnicity language.</p>
          </list-item>
          <list-item>
            <p>Outcomes (O): Outcomes following TBI, such as treatment, function, psychosocial, cognition or neuropsychological, and emotional or neurobehavioral. Studies may also address caregiver outcomes.</p>
          </list-item>
          <list-item>
            <p>Study design (S): All quantitative or mixed methods studies (eg, observational research, cohort study, prospective, and longitudinal) will be included. Qualitative studies, abstracts, editorials, review articles, commentaries, dissertations or theses, case reports, policy statements, and epidemiological studies will be excluded. All included papers will be in the English language and published from January 1, 2009, to December 31, 2023.</p>
          </list-item>
        </list>
        <p>The Determinants of Inequities in Neurological Disease, Health, and Well-being framework by the National Institute of Neurological Disorders and Stroke will be used to also identify the individual-to-structural determinants of health reported in the included studies [<xref ref-type="bibr" rid="ref21">21</xref>]</p>
      </sec>
      <sec>
        <title>Information Sources</title>
        <p>We have performed preliminary searches and piloted the study screening process using the CINAHL, Gale OneFile, PsycINFO (Ovid), and PubMed electronic databases to identify relevant quantitative or mixed method articles published in English. On January 9, 2023, we conducted a preliminary database search to ensure the inclusion of literature from January 1, 2009, to December 31, 2022. We recently conducted our final search on January 10, 2024, to identify relevant articles published since the last search through December 2023. We will hand search the reference lists of relevant systematic reviews and articles to identify additional studies not previously identified. All references identified through the searches will be exported into the online review software Covidence. Duplicates are removed automatically by the Covidence software.</p>
      </sec>
      <sec>
        <title>Search Strategy</title>
        <p>A variety of Medical Subject Headings and relevant key words were developed and used by a medical librarian with significant experience in performing literature searches. The full search strategies for each database are included in <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>. Results were filtered by dates and English language.</p>
      </sec>
      <sec>
        <title>Study Selection</title>
        <p>Using Covidence, at least 2 of the 7 reviewers will independently screen each reference according to the title and abstract. All disagreements will be resolved either by the pair or by the inclusion of a third reviewer. During the initial preliminary search, we were able to identify 1746 records that were imported for screening (693 from CINAHL, 507 from PubMed, 326 from PsycINFO, and 220 from Gale OneFile). Of these, 520 duplicate references were automatically removed by Covidence. An additional 326 records were identified and added to Covidence (61 from CINAHL, 200 from PubMed, 21 from PsycINFO, and 44 from Gale OneFile) during the updated search through December 2023, and 103 duplicates were removed. We updated our search criteria to include Alaska Native, resulting in an additional 47 records identified (11 from CINAHL, 22 from PubMed, 10 from PsycINFO, and 4 from Gale OneFile). As a result, we added 12 additional abstracts after 35 duplicates were removed. We will begin the review of the 235 additional abstracts included. Upon abstract review completion and resolving any disagreements, we will begin the full-text screening phase. The full-text articles will be uploaded to Covidence to facilitate the review. Each full-text reference will be reviewed for inclusion by 2 independent reviewers out of the 7 total reviewers. Any disagreements will be resolved as a group. Full-text articles will be included in the data abstraction or collection phase. We will hand search the reference lists of relevant review articles that were flagged during the abstract and full-text screening phase, as well as review the references of the included full-text articles. We will also use hand searching methods to manually identify any relevant studies not identified through our included databases. A PRISMA (Preferred Reporting Items for Systematic Review and Meta-Analysis) flow diagram will document the selection process, including the reasons for exclusions.</p>
      </sec>
      <sec>
        <title>Data Collection</title>
        <p>The review team will meet to reflect on the full-text review process and included articles, then finalize the data extraction form and its elements for inclusion in Covidence. We will pilot test the data extraction form on at least 4 of the included articles before completing the process with the remaining included full-text articles. We will follow the same review process as before by having the reviewers work independently in pairs to extract data for each included article within Covidence. A third reviewer will resolve any discrepancies. If needed, the group will discuss the discrepancies to finalize the included data. If data are not clear in the article, the investigators will contact the authors to confirm.</p>
      </sec>
      <sec>
        <title>Data Items</title>
        <p>The following data will be extracted from each of the included articles: source reference; publication year; population (ie, pediatric populations, adults aged ≥18 years, or older adults aged ≥55 years); race or ethnicity; sex or gender; geographic setting (eg, within or outside of the United States); study setting (eg, acute or inpatient, rehabilitation, outpatient, or community); sample characteristics; sample size; nature of study (descriptive, quantitative, or mixed methods); study design (eg, cross-sectional, cohort, or longitudinal); description and type of individual-, interpersonal-, institutional-, community-, or structural-level factors discussed (eg, socioeconomic status, health care coverage, housing, citizenship status, neighborhood location, or food security); measures of effect (eg, proportions, relative risks, odds ratios, or hazard ratios); outcome measures; and summary of author interpretations or conclusions.</p>
      </sec>
      <sec>
        <title>Risk of Bias and Quality Assessment</title>
        <p>Two investigators out of the 7 will independently assess the methodological quality of each individual article based on the Newcastle-Ottawa Quality Assessment Scale [<xref ref-type="bibr" rid="ref27">27</xref>]. A third reviewer will address any disagreements, or the team will meet to discuss and decide as a group. If needed, study authors will be contacted to provide additional details or clarification.</p>
      </sec>
      <sec>
        <title>Outcomes</title>
        <p>Primary post-TBI outcomes include treatment outcomes (eg, emergency department, discharge disposition, rehabilitation placement or access, and rehabilitation treatment), mortality, functional outcomes (eg, functional status at admission, discharge, and 1+ years follow-up using the Functional Independence Measure, Disability Rating Scale, and Functional Status Examination instruments), psychosocial outcomes (eg, employment or productivity, community integration, marital status, quality of life or life satisfaction, and driving), cognitive or neuropsychological outcomes (eg, executive functioning, processing speed, and working memory), and emotional or neurobehavioral outcomes (eg, posttraumatic stress, postconcussion disorder, depression, anxiety, and aggression). Studies may also address as secondary outcomes those of caregivers of people with TBI (eg, caregiver burden, family functioning, psychological symptoms, posttraumatic stress disorder, and quality of life). However, if sufficient studies are identified based on caregiver outcomes, then we will report the findings in a separate review.</p>
      </sec>
      <sec>
        <title>Data Synthesis</title>
        <p>We plan to conduct a narrative synthesis instead of a meta-analysis due to the high likelihood of heterogeneity and the diversity of confounding variables and the data included in the studies. For the narrative synthesis, we will synthesize the types of studies, methodologies used, methodological considerations, findings of the studies (particularly regarding racial and ethnic differences in outcomes), evidence of findings, limitations of methods, and a summary of author conclusions. If sufficient data are identified, we will conduct a subgroup analysis by age (eg, older adults or pediatric populations) or by sex or gender.</p>
      </sec>
      <sec>
        <title>Ethical Considerations</title>
        <p>No ethical approval from an institutional review board was required for this systematic review.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>As mentioned previously, the initial protocol has been registered in PROSPERO (CRD42023394529). We have already identified abstracts using the search strategy for all 4 of the included electronic databases. We recently updated the search and will begin abstract screening of the additional abstracts identified from the last search completed in January 2024. We will then begin full-text review, and we anticipate that entire systematic review will be completed by fall 2024. The study results will be disseminated through an open-access publication in a peer-reviewed journal, and we will present our findings at an international or national meeting. We also hope to develop a nontraditional dissemination product that can be shared with persons with TBI, their families, and the lay audience.</p>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Expected Findings</title>
        <p>The goal of this work is to seek and review additional literature regarding outcomes of minoritized populations with TBI across the recovery process. Outcomes of interest are broad and inclusive of physical and cognitive functioning, as well as emotional and behavioral outcomes. This work will also review treatment outcomes in studies examining differences between minoritized and nonminoritized communities. This comprehensive review builds upon and updates decades-long research examining racial and ethnic disparities in TBI outcomes as the field continues to investigate ways to achieve health equity in the population with TBI.</p>
        <p>This work is especially appropriate currently as many fields of research increase focus on SDoH [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref28">28</xref>], which affect all areas of a person’s environment, from education to health care access and quality, to economic stability and the social context. With the increased awareness and inclusion of SDoH in research since 2009, this review can contribute to the identification of higher-level intervention opportunities in terms of clinical and community programming, as well as policy changes affecting treatment across numerous points in the continuum of care. With this review, we expect to gain additional insight into progress or continuing barriers to health equity and be able to identify any gaps in the literature in the science of treatment and recovery for minoritized populations with TBI.</p>
      </sec>
      <sec>
        <title>Study Limitations</title>
        <p>Limitations of our study include the use of only English-language studies, which can limit the representativeness of the review. Our study is also limited by the validity of the articles we include. The heterogeneity of the articles can make it difficult to draw conclusions; however, to facilitate interpretation, we will summarize the findings based on outcomes of interest. The definitions of race and ethnicity are informed socially and are continuously changing; these definitions could change in the future and alter the implications of our review. The treatment of racial and ethnic groups as homogenous could also lead to erroneous conclusions. We focused only on racial and ethnic social identities; therefore, we must acknowledge that there are multiple dimensions of social identities that may influence disparities in outcomes after TBI.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>The results of this updated systematic review could provide greater insights into ethnic and racial disparities experienced following TBI across the lifespan. We hope that the results of this updated systematic review will not only corroborate the findings of Gary et al [<xref ref-type="bibr" rid="ref14">14</xref>] and others, but also add to the knowledge base regarding post-TBI outcome differences by race or ethnicity. It will also include a comprehensive analysis of disparities across the various stages of recovery, outcomes, and settings and will use rigorous and systematic processes of review, data collection, and extraction. Instead of being one of many disparities-focused reviews, we hope that our findings will be serve as foundational knowledge to inform clinical practice; guide the development of patient-centered and culturally-guided services, programs, and interventions to address identified disparities; as well as to inform policy and practice changes to address systemic inequities that continue to perpetuate health disparities for marginalized communities with TBI.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Search strategies for the CINAHL, Gale OneFile, PsycINFO (Ovid), and PubMed databases.</p>
        <media xlink:href="resprot_v13i1e58763_app1.pdf" xlink:title="PDF File  (Adobe PDF File), 184 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) 2015 checklist.</p>
        <media xlink:href="resprot_v13i1e58763_app2.pdf" xlink:title="PDF File  (Adobe PDF File), 137 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">CI</term>
          <def>
            <p>community integration</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">PICOS</term>
          <def>
            <p>Patient, Intervention, Comparison, Outcomes, and Study Design</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">PRISMA</term>
          <def>
            <p>Preferred Reporting Items for Systematic Review and Meta-Analysis</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">PRISMA-P</term>
          <def>
            <p>Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">SDoH</term>
          <def>
            <p>social determinants of health</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">TBI</term>
          <def>
            <p>traumatic brain injury</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>We offer special thanks to Ms. Alison Hansen, The University of Texas Medical Branch’s medical librarian, for conducting the database searches. We also acknowledge that the conceptualization of this work occurred in partnership with the Traumatic Brain Injury National Model Systems (TBIMS) Inclusion, Diversity, Equity, and Accessibility Special Interest Group (IDEA SIG). The authors did not receive funding for this study; however, we acknowledge funding that supported the authors’ contributions to this manuscript, with support from the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR; 90DPTB0025, 90DPTB0021, 90DPTB0034, 90DPTB0005, and 90DPTB0003), a part of the Administration for Community Living (ACL) within the US Department of Health and Human Services (HHS), and the National Institutes of Health (NIH), including National Institute on Aging (NIA; K01AG065492 and P30AG024832), National Institute on Minority Health and Health Disparities (NIMHD; L60MD009326L), and the National Center for Advancing Translational Science (NCATS; UL1TR001439). The contents of this publication is solely the responsibility of the authors and do not necessarily represent the policy or official views of NIDILRR, ACL, HHS, NIH/NIA, NIH/NIMHD, or NIH/NCATS, and you should not assume endorsement by the Federal Government.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>MRP, KGT, PG, MS, and AHL designed the study. MRP and KGT supervised the study. MRP, KGT, PG, CRA, CKO, MS, and AHL wrote the original draft and approved the final manuscript.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <collab>GBD 2016 Traumatic Brain Injury and Spinal Cord Injury Collaborators</collab>
          </person-group>
          <article-title>Global, regional, and national burden of traumatic brain injury and spinal cord injury, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016</article-title>
          <source>Lancet Neurol</source>
          <year>2019</year>
          <month>01</month>
          <volume>18</volume>
          <issue>1</issue>
          <fpage>56</fpage>
          <lpage>87</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://linkinghub.elsevier.com/retrieve/pii/S1474-4422(18)30415-0"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/S1474-4422(18)30415-0</pub-id>
          <pub-id pub-id-type="medline">30497965</pub-id>
          <pub-id pub-id-type="pii">S1474-4422(18)30415-0</pub-id>
          <pub-id pub-id-type="pmcid">PMC6291456</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Wilson</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Stewart</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Dams-O'Connor</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Diaz-Arrastia</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Horton</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Menon</surname>
              <given-names>DK</given-names>
            </name>
            <name name-style="western">
              <surname>Polinder</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>The chronic and evolving neurological consequences of traumatic brain injury</article-title>
          <source>Lancet Neurol</source>
          <year>2017</year>
          <month>10</month>
          <volume>16</volume>
          <issue>10</issue>
          <fpage>813</fpage>
          <lpage>825</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://europepmc.org/abstract/MED/28920887"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/S1474-4422(17)30279-X</pub-id>
          <pub-id pub-id-type="medline">28920887</pub-id>
          <pub-id pub-id-type="pii">S1474-4422(17)30279-X</pub-id>
          <pub-id pub-id-type="pmcid">PMC9336016</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Lefkovits</surname>
              <given-names>AM</given-names>
            </name>
            <name name-style="western">
              <surname>Hicks</surname>
              <given-names>AJ</given-names>
            </name>
            <name name-style="western">
              <surname>Downing</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Ponsford</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Surviving the "silent epidemic": a qualitative exploration of the long-term journey after traumatic brain injury</article-title>
          <source>Neuropsychol Rehabil</source>
          <year>2021</year>
          <month>12</month>
          <volume>31</volume>
          <issue>10</issue>
          <fpage>1582</fpage>
          <lpage>1606</lpage>
          <pub-id pub-id-type="doi">10.1080/09602011.2020.1787849</pub-id>
          <pub-id pub-id-type="medline">32660336</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <collab>National Academies of Sciences, Engineering, and Medicine</collab>
            <collab>Health and Medicine Division</collab>
            <collab>Board on Health Care Services</collab>
            <collab>Board on Health Sciences Policy</collab>
            <collab>Committee on Accelerating Progress in Traumatic Brain Injury Research and Care</collab>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Berwick</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Bowman</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Matney</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <source>Traumatic Brain Injury: A Roadmap for Accelerating Progress</source>
          <year>2022</year>
          <publisher-loc>Washington, DC</publisher-loc>
          <publisher-name>The National Academies Press</publisher-name>
        </nlm-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Haarbauer-Krupa</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Pugh</surname>
              <given-names>MJ</given-names>
            </name>
            <name name-style="western">
              <surname>Prager</surname>
              <given-names>EM</given-names>
            </name>
            <name name-style="western">
              <surname>Harmon</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Wolfe</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Yaffe</surname>
              <given-names>K</given-names>
            </name>
          </person-group>
          <article-title>Epidemiology of chronic effects of traumatic brain injury</article-title>
          <source>J Neurotrauma</source>
          <year>2021</year>
          <month>12</month>
          <volume>38</volume>
          <issue>23</issue>
          <fpage>3235</fpage>
          <lpage>3247</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://europepmc.org/abstract/MED/33947273"/>
          </comment>
          <pub-id pub-id-type="doi">10.1089/neu.2021.0062</pub-id>
          <pub-id pub-id-type="medline">33947273</pub-id>
          <pub-id pub-id-type="pmcid">PMC9122127</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref6">
        <label>6</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Johnson</surname>
              <given-names>LW</given-names>
            </name>
            <name name-style="western">
              <surname>Diaz</surname>
              <given-names>I</given-names>
            </name>
          </person-group>
          <article-title>Exploring the social determinants of health and health disparities in traumatic brain injury: a scoping review</article-title>
          <source>Brain Sci</source>
          <year>2023</year>
          <month>04</month>
          <day>23</day>
          <volume>13</volume>
          <issue>5</issue>
          <fpage>707</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.mdpi.com/resolver?pii=brainsci13050707"/>
          </comment>
          <pub-id pub-id-type="doi">10.3390/brainsci13050707</pub-id>
          <pub-id pub-id-type="medline">37239178</pub-id>
          <pub-id pub-id-type="pii">brainsci13050707</pub-id>
          <pub-id pub-id-type="pmcid">PMC10216442</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref7">
        <label>7</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Rosenthal</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Dljkers</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Harrison-Felix</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Nabors</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Witol</surname>
              <given-names>AD</given-names>
            </name>
            <name name-style="western">
              <surname>Young</surname>
              <given-names>ME</given-names>
            </name>
            <name name-style="western">
              <surname>Englander</surname>
              <given-names>JS</given-names>
            </name>
          </person-group>
          <article-title>Impact of minority status on functional outcome and community integration following traumatic brain injury</article-title>
          <source>J Head Trauma Rehabil</source>
          <year>1996</year>
          <month>10</month>
          <volume>11</volume>
          <issue>5</issue>
          <fpage>40</fpage>
          <lpage>57</lpage>
          <pub-id pub-id-type="doi">10.1097/00001199-199610000-00005</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref8">
        <label>8</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Sherer</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Nick</surname>
              <given-names>TG</given-names>
            </name>
            <name name-style="western">
              <surname>Sander</surname>
              <given-names>AM</given-names>
            </name>
            <name name-style="western">
              <surname>Hart</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Hanks</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Rosenthal</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>High</surname>
              <given-names>WM</given-names>
            </name>
            <name name-style="western">
              <surname>Yablon</surname>
              <given-names>SA</given-names>
            </name>
          </person-group>
          <article-title>Race and productivity outcome after traumatic brain injury: influence of confounding factors</article-title>
          <source>J Head Trauma Rehabil</source>
          <year>2003</year>
          <volume>18</volume>
          <issue>5</issue>
          <fpage>408</fpage>
          <lpage>24</lpage>
          <pub-id pub-id-type="doi">10.1097/00001199-200309000-00003</pub-id>
          <pub-id pub-id-type="medline">12973271</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref9">
        <label>9</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Hart</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Whyte</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Polansky</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Kersey-Matusiak</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Fidler-Sheppard</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Community outcomes following traumatic brain injury: impact of race and preinjury status</article-title>
          <source>J Head Trauma Rehabil</source>
          <year>2005</year>
          <volume>20</volume>
          <issue>2</issue>
          <fpage>158</fpage>
          <lpage>172</lpage>
          <pub-id pub-id-type="doi">10.1097/00001199-200503000-00004</pub-id>
          <pub-id pub-id-type="medline">15803039</pub-id>
          <pub-id pub-id-type="pii">00001199-200503000-00004</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref10">
        <label>10</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Yeates</surname>
              <given-names>KO</given-names>
            </name>
            <name name-style="western">
              <surname>Taylor</surname>
              <given-names>HG</given-names>
            </name>
            <name name-style="western">
              <surname>Woodrome</surname>
              <given-names>SE</given-names>
            </name>
            <name name-style="western">
              <surname>Wade</surname>
              <given-names>SL</given-names>
            </name>
            <name name-style="western">
              <surname>Stancin</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Drotar</surname>
              <given-names>D</given-names>
            </name>
          </person-group>
          <article-title>Race as a moderator of parent and family outcomes following pediatric traumatic brain injury</article-title>
          <source>J Pediatr Psychol</source>
          <year>2002</year>
          <month>06</month>
          <volume>27</volume>
          <issue>4</issue>
          <fpage>393</fpage>
          <lpage>403</lpage>
          <pub-id pub-id-type="doi">10.1093/jpepsy/27.4.393</pub-id>
          <pub-id pub-id-type="medline">11986362</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref11">
        <label>11</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Rosenthal</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Deluca</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Komaroff</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Sherer</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Cifu</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Hanks</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Traumatic brain injury and functional outcomes: does minority status matter?</article-title>
          <source>Brain Inj</source>
          <year>2007</year>
          <month>06</month>
          <volume>21</volume>
          <issue>7</issue>
          <fpage>701</fpage>
          <lpage>708</lpage>
          <pub-id pub-id-type="doi">10.1080/02699050701481597</pub-id>
          <pub-id pub-id-type="medline">17653944</pub-id>
          <pub-id pub-id-type="pii">780756482</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref12">
        <label>12</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Rosenthal</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Deluca</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Cifu</surname>
              <given-names>DX</given-names>
            </name>
            <name name-style="western">
              <surname>Hanks</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Komaroff</surname>
              <given-names>E</given-names>
            </name>
          </person-group>
          <article-title>Functional outcomes from inpatient rehabilitation after traumatic brain injury: how do Hispanics fare?</article-title>
          <source>Arch Phys Med Rehabil</source>
          <year>2007</year>
          <month>01</month>
          <volume>88</volume>
          <issue>1</issue>
          <fpage>11</fpage>
          <lpage>18</lpage>
          <pub-id pub-id-type="doi">10.1016/j.apmr.2006.10.029</pub-id>
          <pub-id pub-id-type="medline">17207669</pub-id>
          <pub-id pub-id-type="pii">S0003-9993(06)01438-9</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref13">
        <label>13</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Ketchum</surname>
              <given-names>JM</given-names>
            </name>
            <name name-style="western">
              <surname>Williams</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Kreutzer</surname>
              <given-names>JS</given-names>
            </name>
            <name name-style="western">
              <surname>Marquez de la Plata</surname>
              <given-names>CD</given-names>
            </name>
            <name name-style="western">
              <surname>O'Neil-Pirozzi</surname>
              <given-names>TM</given-names>
            </name>
            <name name-style="western">
              <surname>Wehman</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>Racial differences in employment outcomes after traumatic brain injury</article-title>
          <source>Arch Phys Med Rehabil</source>
          <year>2008</year>
          <month>05</month>
          <volume>89</volume>
          <issue>5</issue>
          <fpage>988</fpage>
          <lpage>995</lpage>
          <pub-id pub-id-type="doi">10.1016/j.apmr.2008.02.012</pub-id>
          <pub-id pub-id-type="medline">18452750</pub-id>
          <pub-id pub-id-type="pii">S0003-9993(08)00133-0</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref14">
        <label>14</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Gary</surname>
              <given-names>KW</given-names>
            </name>
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Ketchum</surname>
              <given-names>JM</given-names>
            </name>
            <name name-style="western">
              <surname>Kreutzer</surname>
              <given-names>JS</given-names>
            </name>
            <name name-style="western">
              <surname>Copolillo</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Novack</surname>
              <given-names>TA</given-names>
            </name>
            <name name-style="western">
              <surname>Jha</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Racial differences in employment outcome after traumatic brain injury at 1, 2, and 5 years postinjury</article-title>
          <source>Arch Phys Med Rehabil</source>
          <year>2009</year>
          <month>10</month>
          <volume>90</volume>
          <issue>10</issue>
          <fpage>1699</fpage>
          <lpage>1707</lpage>
          <pub-id pub-id-type="doi">10.1016/j.apmr.2009.04.014</pub-id>
          <pub-id pub-id-type="medline">19801059</pub-id>
          <pub-id pub-id-type="pii">S0003-9993(09)00379-7</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref15">
        <label>15</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Ketchum</surname>
              <given-names>JM</given-names>
            </name>
            <name name-style="western">
              <surname>Gary</surname>
              <given-names>KW</given-names>
            </name>
            <name name-style="western">
              <surname>Kreutzer</surname>
              <given-names>JS</given-names>
            </name>
            <name name-style="western">
              <surname>O'Neil-Pirozzi</surname>
              <given-names>TM</given-names>
            </name>
            <name name-style="western">
              <surname>Wehman</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Marquez de la Plata</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Jha</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>The influence of minority status on job stability after traumatic brain injury</article-title>
          <source>PM R</source>
          <year>2009</year>
          <month>01</month>
          <volume>1</volume>
          <issue>1</issue>
          <fpage>41</fpage>
          <lpage>49</lpage>
          <pub-id pub-id-type="doi">10.1016/j.pmrj.2008.07.001</pub-id>
          <pub-id pub-id-type="medline">19627871</pub-id>
          <pub-id pub-id-type="pii">S1934-1482(08)00007-5</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref16">
        <label>16</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arango-Lasprilla</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Ketchum</surname>
              <given-names>JM</given-names>
            </name>
            <name name-style="western">
              <surname>Gary</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Hart</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Corrigan</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Forster</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Mascialino</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Race/ethnicity differences in satisfaction with life among persons with traumatic brain injury</article-title>
          <source>NeuroRehabilitation</source>
          <year>2009</year>
          <volume>24</volume>
          <issue>1</issue>
          <fpage>5</fpage>
          <lpage>14</lpage>
          <pub-id pub-id-type="doi">10.3233/NRE-2009-0449</pub-id>
          <pub-id pub-id-type="medline">19208953</pub-id>
          <pub-id pub-id-type="pii">C26216172L532465</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref17">
        <label>17</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Sander</surname>
              <given-names>AM</given-names>
            </name>
            <name name-style="western">
              <surname>Pappadis</surname>
              <given-names>MR</given-names>
            </name>
            <name name-style="western">
              <surname>Davis</surname>
              <given-names>LC</given-names>
            </name>
            <name name-style="western">
              <surname>Clark</surname>
              <given-names>AN</given-names>
            </name>
            <name name-style="western">
              <surname>Evans</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Struchen</surname>
              <given-names>MA</given-names>
            </name>
            <name name-style="western">
              <surname>Mazzei</surname>
              <given-names>DM</given-names>
            </name>
          </person-group>
          <article-title>Relationship of race/ethnicity and income to community integration following traumatic brain injury: investigation in a non-rehabilitation trauma sample</article-title>
          <source>NeuroRehabilitation</source>
          <year>2009</year>
          <volume>24</volume>
          <issue>1</issue>
          <fpage>15</fpage>
          <lpage>27</lpage>
          <pub-id pub-id-type="doi">10.3233/NRE-2009-0450</pub-id>
          <pub-id pub-id-type="medline">19208954</pub-id>
          <pub-id pub-id-type="pii">C7J138260411473R</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref18">
        <label>18</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Hart</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>O'Neil-Pirozzi</surname>
              <given-names>TM</given-names>
            </name>
            <name name-style="western">
              <surname>Williams</surname>
              <given-names>KD</given-names>
            </name>
            <name name-style="western">
              <surname>Rapport</surname>
              <given-names>LJ</given-names>
            </name>
            <name name-style="western">
              <surname>Hammond</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Kreutzer</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Racial differences in caregiving patterns, caregiver emotional function, and sources of emotional support following traumatic brain injury</article-title>
          <source>J Head Trauma Rehabil</source>
          <year>2007</year>
          <volume>22</volume>
          <issue>2</issue>
          <fpage>122</fpage>
          <lpage>31</lpage>
          <pub-id pub-id-type="doi">10.1097/01.HTR.0000265100.37059.44</pub-id>
          <pub-id pub-id-type="medline">17414314</pub-id>
          <pub-id pub-id-type="pii">00001199-200703000-00007</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref19">
        <label>19</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Sander</surname>
              <given-names>AM</given-names>
            </name>
            <name name-style="western">
              <surname>Davis</surname>
              <given-names>LC</given-names>
            </name>
            <name name-style="western">
              <surname>Struchen</surname>
              <given-names>MA</given-names>
            </name>
            <name name-style="western">
              <surname>Atchison</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Sherer</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Malec</surname>
              <given-names>JF</given-names>
            </name>
            <name name-style="western">
              <surname>Nakase-Richardson</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Relationship of race/ethnicity to caregivers' coping, appraisals, and distress after traumatic brain injury</article-title>
          <source>NeuroRehabilitation</source>
          <year>2007</year>
          <volume>22</volume>
          <issue>1</issue>
          <fpage>9</fpage>
          <lpage>17</lpage>
          <pub-id pub-id-type="medline">17379945</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref20">
        <label>20</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Kucukboyaci</surname>
              <given-names>NE</given-names>
            </name>
            <name name-style="western">
              <surname>Long</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Smith</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Rath</surname>
              <given-names>JF</given-names>
            </name>
            <name name-style="western">
              <surname>Bushnik</surname>
              <given-names>T</given-names>
            </name>
          </person-group>
          <article-title>Cluster analysis of vulnerable groups in acute traumatic brain injury rehabilitation</article-title>
          <source>Arch Phys Med Rehabil</source>
          <year>2018</year>
          <month>11</month>
          <volume>99</volume>
          <issue>11</issue>
          <fpage>2365</fpage>
          <lpage>2369</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://europepmc.org/abstract/MED/29317223"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.apmr.2017.11.016</pub-id>
          <pub-id pub-id-type="medline">29317223</pub-id>
          <pub-id pub-id-type="pii">S0003-9993(18)30002-9</pub-id>
          <pub-id pub-id-type="pmcid">PMC6581442</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref21">
        <label>21</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Griffith</surname>
              <given-names>DM</given-names>
            </name>
            <name name-style="western">
              <surname>Towfighi</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Manson</surname>
              <given-names>SM</given-names>
            </name>
            <name name-style="western">
              <surname>Littlejohn</surname>
              <given-names>EL</given-names>
            </name>
            <name name-style="western">
              <surname>Skolarus</surname>
              <given-names>LE</given-names>
            </name>
          </person-group>
          <article-title>Determinants of inequities in neurologic disease, health, and well-being: The NINDS social determinants of health framework</article-title>
          <source>Neurology</source>
          <year>2023</year>
          <month>08</month>
          <day>15</day>
          <volume>101</volume>
          <issue>7 Suppl 1</issue>
          <fpage>S75</fpage>
          <lpage>S81</lpage>
          <pub-id pub-id-type="doi">10.1212/WNL.0000000000207566</pub-id>
          <pub-id pub-id-type="medline">37580154</pub-id>
          <pub-id pub-id-type="pii">101/7_Supplement_1/S75</pub-id>
          <pub-id pub-id-type="pmcid">PMC10605947</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref22">
        <label>22</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Jones</surname>
              <given-names>RC</given-names>
            </name>
            <name name-style="western">
              <surname>Creutzfeldt</surname>
              <given-names>CJ</given-names>
            </name>
            <name name-style="western">
              <surname>Cox</surname>
              <given-names>CE</given-names>
            </name>
            <name name-style="western">
              <surname>Haines</surname>
              <given-names>KL</given-names>
            </name>
            <name name-style="western">
              <surname>Hough</surname>
              <given-names>CL</given-names>
            </name>
            <name name-style="western">
              <surname>Vavilala</surname>
              <given-names>MS</given-names>
            </name>
            <name name-style="western">
              <surname>Williamson</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Hernandez</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Raghunathan</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Bartz</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Fuller</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Krishnamoorthy</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>Racial and ethnic differences in health care utilization following severe acute brain injury in the United States</article-title>
          <source>J Intensive Care Med</source>
          <year>2021</year>
          <month>11</month>
          <volume>36</volume>
          <issue>11</issue>
          <fpage>1258</fpage>
          <lpage>1263</lpage>
          <pub-id pub-id-type="doi">10.1177/0885066620945911</pub-id>
          <pub-id pub-id-type="medline">32912070</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref23">
        <label>23</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Saadi</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Bannon</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Watson</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Vranceanu</surname>
              <given-names>AM</given-names>
            </name>
          </person-group>
          <article-title>Racial and ethnic disparities associated with traumatic brain injury across the continuum of care: a narrative review and directions for future research</article-title>
          <source>J Racial Ethn Health Disparities</source>
          <year>2022</year>
          <month>06</month>
          <volume>9</volume>
          <issue>3</issue>
          <fpage>786</fpage>
          <lpage>799</lpage>
          <pub-id pub-id-type="doi">10.1007/s40615-021-01017-4</pub-id>
          <pub-id pub-id-type="medline">33733427</pub-id>
          <pub-id pub-id-type="pii">10.1007/s40615-021-01017-4</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref24">
        <label>24</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Maldonado</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Huang</surname>
              <given-names>JH</given-names>
            </name>
            <name name-style="western">
              <surname>Childs</surname>
              <given-names>EW</given-names>
            </name>
            <name name-style="western">
              <surname>Tharakan</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>Racial/ethnic differences in traumatic brain injury: pathophysiology, outcomes, and future directions</article-title>
          <source>J Neurotrauma</source>
          <year>2023</year>
          <month>03</month>
          <volume>40</volume>
          <issue>5-6</issue>
          <fpage>502</fpage>
          <lpage>513</lpage>
          <pub-id pub-id-type="doi">10.1089/neu.2021.0455</pub-id>
          <pub-id pub-id-type="medline">36029219</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref25">
        <label>25</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Moher</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Shamseer</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Clarke</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Ghersi</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Liberati</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Petticrew</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Shekelle</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Stewart</surname>
              <given-names>LA</given-names>
            </name>
          </person-group>
          <article-title>Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement</article-title>
          <source>Syst Rev</source>
          <year>2015</year>
          <month>01</month>
          <day>01</day>
          <volume>4</volume>
          <issue>1</issue>
          <fpage>1</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/2046-4053-4-1"/>
          </comment>
          <pub-id pub-id-type="doi">10.1186/2046-4053-4-1</pub-id>
          <pub-id pub-id-type="medline">25554246</pub-id>
          <pub-id pub-id-type="pii">2046-4053-4-1</pub-id>
          <pub-id pub-id-type="pmcid">PMC4320440</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref26">
        <label>26</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>O'Connor</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Green</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Higgins</surname>
              <given-names>JPT</given-names>
            </name>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Higgins</surname>
              <given-names>JPT</given-names>
            </name>
            <name name-style="western">
              <surname>Green</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Chapter 5: defining the review question and developing criteria for including studies</article-title>
          <source>Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series</source>
          <year>2008</year>
          <month>9</month>
          <day>22</day>
          <publisher-loc>Chichester, West Sussex, England</publisher-loc>
          <publisher-name>The Cochrane Collaboration</publisher-name>
          <fpage>81</fpage>
          <lpage>94</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref27">
        <label>27</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Wells</surname>
              <given-names>GA</given-names>
            </name>
            <name name-style="western">
              <surname>Shea</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>O'Connell</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Peterson</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Welch</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Losos</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Tugwell</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses</article-title>
          <source>Ottawa Hospital Research Institute</source>
          <year>2021</year>
          <month>5</month>
          <day>3</day>
          <access-date>2023-07-06</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp">https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref28">
        <label>28</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <collab>U.S. Department of Health and Human Services</collab>
            <collab>Office of Disease Prevention and Health Promotion</collab>
          </person-group>
          <article-title>Social determinants of health</article-title>
          <source>Healthy People 2030</source>
          <access-date>2023-03-09</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://health.gov/healthypeople/objectives-and-data/social-determinants-health">https://health.gov/healthypeople/objectives-and-data/social-determinants-health</ext-link>
          </comment>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
