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    <ArticleType>Meeting Abstract</ArticleType>
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      <Title language="en">Contextual factors used for statistical adjustment in longitudinal observational studies in rheumatoid arthritis: A scoping review from the OMERACT Contextual Factors Working Group</Title>
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          <Affiliation>Department of Pediatrics, Medical University Lausitz &#8211; Carl Thiem, Cottbus, Deutschland</Affiliation>
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          <Affiliation>Institute of Medical Science, University of Toronto, Toronto, Canada</Affiliation>
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          <Affiliation>MS Delta Family Medicine Residency, Greenville, USA</Affiliation>
          <Affiliation>Dow University of Health Sciences, Karachi, Pakistan</Affiliation>
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          <Affiliation>Dow University of Health Sciences, Karachi, Pakistan</Affiliation>
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          <Affiliation>Department of Internal Medicine, Piedmont Hospital, Macon, USA</Affiliation>
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          <Affiliation>Department of Physical Therapy, University of Alberta, Edmonton, Canada</Affiliation>
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          <Lastname>Singh</Lastname>
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          <Firstname>Jasvinder A.</Firstname>
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          <Affiliation>Medicine Service, VA Medical Center, Birmingham, USA</Affiliation>
          <Affiliation>Department of Medicine at the School of Medicine, University of Alabama at Birmingham, Birmingham, USA</Affiliation>
          <Affiliation>Department of Medicine, Baylor College of Medicine, Houston, USA</Affiliation>
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          <Lastname>Woodworth</Lastname>
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          <Affiliation>Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, USA</Affiliation>
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          <Lastname>Furst</Lastname>
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          <Affiliation>Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, USA</Affiliation>
          <Affiliation>University of Florence, Florence, USA</Affiliation>
          <Affiliation>Division of Rheumatology, University of Washington, Seattle, USA</Affiliation>
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          <Lastname>Escorpizo</Lastname>
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          <Affiliation>Department of Rehabilitation and Movement Science, College of Nursing and Health Sciences, University of Vermont, Burlington, USA</Affiliation>
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          <Lastname>Gill</Lastname>
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          <Affiliation>OMERACT Patient Research Partner, Founder Dragon Claw Charity Ltd, Annandale, Australia</Affiliation>
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          <Affiliation>OMERACT Patient Research Partner, Department of Medicine, Division of Rheumatology, Duke University School of Medicine, Durham, USA</Affiliation>
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          <Lastname>Suarez-Almazor</Lastname>
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          <Affiliation>The University of Texas MD Anderson Cancer Center, Houston, USA</Affiliation>
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          <Affiliation>Florance and Cope Professorial Department of Rheumatology, Royal North Shore Hospital and Kolling Institute, Faculty of Medicine and Health, University of Sydney, Sydney, Australia</Affiliation>
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          <Affiliation>Department of Medicine and School of Epidemiology and Public Health, Bruy&#232;re Research Institute, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada</Affiliation>
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          <Affiliation>Department of Internal Medicine, Rheumatology, Clinical Immunology and Osteology, Schlosspark-Klinik University Medicine Berlin, Berlin, Deutschland</Affiliation>
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          <Corporatename>German Medical Science GMS Publishing House</Corporatename>
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        <Address>D&#252;sseldorf</Address>
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      <SubjectheadingDDB>610</SubjectheadingDDB>
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      <DatePublished>20260909</DatePublished>
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      <AltText language="en">This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 License.</AltText>
      <AltText language="de">Dieser Artikel ist ein Open-Access-Artikel und steht unter den Lizenzbedingungen der Creative Commons Attribution 4.0 License (Namensnennung).</AltText>
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        <MeetingId>M0656</MeetingId>
        <MeetingSequence>072</MeetingSequence>
        <MeetingCorporation>Deutsche Gesellschaft f&#252;r Rheumatologie</MeetingCorporation>
        <MeetingCorporation>Deutsche Gesellschaft f&#252;r Orthop&#228;dische Rheumatologie</MeetingCorporation>
        <MeetingCorporation>Gesellschaft f&#252;r Kinder- und Jugendrheumatologie</MeetingCorporation>
        <MeetingName>54. Kongress der Deutschen Gesellschaft f&#252;r Rheumatologie und Klinische Immunologie (DGRh), 36. Jahrestagung der Gesellschaft f&#252;r Kinder- und Jugendrheumatologie (GKJR), 40. Jahrestagung der Deutschen Gesellschaft f&#252;r Orthop&#228;dische Rheumatologie (DGORh)</MeetingName>
        <MeetingTitle>Deutscher Rheumatologiekongress 2026</MeetingTitle>
        <MeetingSession>Epidemiologie &#38; Versorgungsforschung</MeetingSession>
        <MeetingCity>Leipzig</MeetingCity>
        <MeetingDate>
          <DateFrom>20260909</DateFrom>
          <DateTo>20260912</DateTo>
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      <MainHeadline>Text</MainHeadline><Pgraph><Mark1>Introduction: </Mark1>The Outcome Measures in Rheumatology (OMERACT) initiative defines a Contextual Factor (CF) as a &#8220;variable that is not an outcome of the study but needs to be recognized (and measured) to understand the study results&#8221; <TextLink reference="1"></TextLink>. Building on this definition, the OMERACT Contextual Factors Working Group (CFWG) further characterised Outcome Influencing Contextual Factors (OI-CFs) as prognostic factors. Thus, OI-CFs are potential confounders that are relevant to adjust for in longitudinal observational studies (LOS) <TextLink reference="2"></TextLink>. We conducted a scoping review of baseline variables most frequently adjusted for in LOS of rheumatoid arthritis (RA), which represent potential OI-CFs.</Pgraph><Pgraph><Mark1>Methods: </Mark1>A protocol was preregistered online <TextLink reference="3"></TextLink>. This study was based on the LOS in RA included in a previous systematic review by Lopez-Olivo et al. <TextLink reference="4"></TextLink>. Eligible studies for this scoping review investigated the association between any exposures&#47;interventions and clinical or patient-centred outcomes. Two independent reviewers screened the publications, with disagreements resolved by a third reviewer. Data extraction was performed by one reviewer and verified by a second reviewer. A third reviewer reconciled any discrepancies. We extracted study characteristics, and all baseline variables reported to be adjusted for in the analyses. These were subsequently categorised into domains and synthesised using descriptive statistics.</Pgraph><Pgraph><Mark1>Results: </Mark1>A total of 1,623 publications were screened, of which 276 met the inclusion criteria. These studies enrolled a median of 1,141 participants (interquartile range 546&#8211;2,659). Most studies investigated pharmacological interventions (155 studies &#91;56.2&#37;&#93;). The most frequently reported outcomes were related to disease activity (111 studies &#91;40.2&#37;&#93;) (Table 1 <ImgLink imgNo="1" imgType="table" />). Overall, the baseline variables most frequently adjusted for were sex&#47;gender (192 &#91;70&#37;&#93;), age (189 &#91;68&#37;&#93;), treatment history&#47;status (139 &#91;50&#37;&#93;), disease activity (118 &#91;43&#37;&#93;), and laboratory-based domains (116 &#91;42&#37;&#93;) (Figure 1 <ImgLink imgNo="1" imgType="figure" />). Overall, 16&#37; (43&#47;276) of the studies did not report any factors used for adjustment.</Pgraph><Pgraph><Mark1>Conclusion: </Mark1>The baseline variables adjusted for in RA LOS varied considerably across the studies. Only a few factors &#8211; age, sex&#47;gender, and treatment history&#47;status &#8211; were reported to have been adjusted for in at least half of the studies. The collected domains may be candidates for a generic set of potentially important OI-CFs for future research.</Pgraph><Pgraph><Mark1>Disclosures: </Mark1>The authors have no conflicts of interest.</Pgraph></TextBlock>
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      <Reference refNo="1">
        <RefAuthor>Boers M</RefAuthor>
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        <RefAuthor>Nielsen SM</RefAuthor>
        <RefAuthor>Boers M</RefAuthor>
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        <RefYear>2021</RefYear>
        <RefJournal>Semin Arthritis Rheum</RefJournal>
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        <RefTotal>Nielsen SM, Boers M, de Wit M, Shea B, van der Windt DA, Reeves BC, Beaton D, Alten R, Toupin April K, Boonen A, Escorpizo R, Flurey C, Furst DE, Guillemin F, Leong A, Pohl C, Rasmussen MU, Singh JA, Smolen JS, Strand V, Verstappen SMM, Voshaar M, Woodworth TG, Ellingsen T, March L, Wells GA, Tugwell P, Christensen R. OMERACT consensus-based operational definition of contextual factors in rheumatology clinical trials: A mixed methods study. Semin Arthritis Rheum. 2021 Jun;51(3):601-606. DOI: 10.1016&#47;j.semarthrit.2021.03.013</RefTotal>
        <RefLink>http:&#47;&#47;dx.doi.org&#47;10.1016&#47;j.semarthrit.2021.03.013</RefLink>
      </Reference>
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        <RefAuthor>Mischkewitz M</RefAuthor>
        <RefTitle></RefTitle>
        <RefYear>2022</RefYear>
        <RefBookTitle>Outcome Influencing Contextual Factors in Rheumatoid Arthritis: a Scoping Review</RefBookTitle>
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          <Caption><Pgraph><Mark1>Table 1: Study characteristics.</Mark1></Pgraph></Caption>
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          <Caption><Pgraph><Mark1>Figure 1: Domains of baseline variables most frequently adjusted for. Values are absolute numbers and percentages across all included studies.</Mark1></Pgraph></Caption>
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