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  <controlfield tag="005">20260318155255.0</controlfield>
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    <subfield code="2">doi</subfield>
    <subfield code="a">10.1016/j.annepidem.2026.110064</subfield>
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    <subfield code="2">sideral</subfield>
    <subfield code="a">148654</subfield>
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  <datafield tag="037" ind1=" " ind2=" ">
    <subfield code="a">ART-2026-148654</subfield>
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  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
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  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="a">Vitoratou, Dimitra-Irinna</subfield>
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  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">The revised-FINDRISC: A tool for type 2 diabetes risk screening across diverse populations incorporating sociodemographic indicators</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2026</subfield>
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  <datafield tag="520" ind1="3" ind2=" ">
    <subfield code="a">Aim
Τo develop a revised version of the FINDRISC tailored to improve the identification of individuals at high risk for type 2 diabetes (T2D) across diverse populations.
Methods
The revised-FINDRISC was developed using pooled harmonized baseline data from the multinational Feel4Diabetes (NCT02393872; N = 3526) and DigiCare4You (NCT05648383; N = 2156) studies. Validation utilized data from the 20-year ATTICA cohort study in Greece. Original FINDRISC components were analyzed using Fisher’s Linear Discriminant Analysis followed by supervised stepwise logistic regression to identify significant T2D cross-sectional predictors. The revised-FINDRISC was developed by re-scoring or excluding original items and incorporating new predictors, generating an integer-based score to enhance usability.
Results
The revised-FINDRISC significantly improved accuracy in identifying current T2D risk over the original, with an overall AUC of 0.911(95%CI: 0.901,0.922) versus 0.832(0.815,0.846). When stratified by country economic classification, the revised score outperformed the original across all groups: LMICs: 0.881(0.864,0.898) vs. 0.815(0.793,0.837), South European-HICs: 0.891(0.867,0.916) vs. 0.839(0.811,0.869), and North European-HICs: 0.921(0.872,0.971) vs. 0.844(0.742,0.949). A clinical threshold score of 13/24 in the revised-FINDRISC offers optimal sensitivity and specificity for identifying individuals at risk of T2D.
Conclusion
Enhanced with demographic, socio-economic, and clinical factors, the revised-FINDRISC potentially represents a substantive advancement in T2D screening, supporting early detection and targeted prevention.</subfield>
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    <subfield code="a">Access copy available to the general public</subfield>
    <subfield code="f">Unrestricted</subfield>
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  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="9">info:eu-repo/grantAgreement/EC/H2020/643708/EU/Developing and implementing a community-based intervention to create a more supportive social and physical environment for lifestyle changes to prevent diabetes in vulnerable families across Europe/Feel4Diabetes</subfield>
    <subfield code="9">This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No H2020 643708-Feel4Diabetes</subfield>
    <subfield code="9">info:eu-repo/grantAgreement/EC/H2020/945246 /EU/An intersectoral innovative solution involving DIGItal tools, empowering families and integrating community CARE services for the prevention and management of type 2 diabetes and hypertension/DigiCare4You</subfield>
    <subfield code="9">This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No H2020 945246 -DigiCare4You</subfield>
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    <subfield code="9">info:eu-repo/semantics/openAccess</subfield>
    <subfield code="a">by</subfield>
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/deed.es</subfield>
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    <subfield code="a">info:eu-repo/semantics/article</subfield>
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  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Dimakopoulou, Konstantina</subfield>
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    <subfield code="a">Mavrogianni, Christina</subfield>
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    <subfield code="a">Karaglani, Eva</subfield>
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    <subfield code="a">Argyropoulou, Matzourana</subfield>
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    <subfield code="a">Cardon, Greet</subfield>
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    <subfield code="a">Usheva, Natalya</subfield>
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    <subfield code="a">Iotova, Violeta</subfield>
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    <subfield code="a">Tankova, Tsvetalina</subfield>
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    <subfield code="a">Giménez-Legarre, Natalia</subfield>
    <subfield code="0">(orcid)0000-0002-2956-4219</subfield>
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  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Moreno, Luis A.</subfield>
    <subfield code="u">Universidad de Zaragoza</subfield>
    <subfield code="0">(orcid)0000-0003-0454-653X</subfield>
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    <subfield code="a">Toti, Florian</subfield>
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    <subfield code="a">Doracaj, Ditila</subfield>
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    <subfield code="a">Imre, Rurik</subfield>
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    <subfield code="a">Torzsa, Péter</subfield>
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    <subfield code="a">Lindström, Jaana</subfield>
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    <subfield code="a">Panagiotakos, Demosthenes</subfield>
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    <subfield code="a">Manios, Yannis</subfield>
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    <subfield code="1">1006</subfield>
    <subfield code="2">255</subfield>
    <subfield code="a">Universidad de Zaragoza</subfield>
    <subfield code="b">Dpto. Fisiatría y Enfermería</subfield>
    <subfield code="c">Área Enfermería</subfield>
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  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="g">117 (2026), 110064 [10 pp.]</subfield>
    <subfield code="p">Ann. epidemiol.</subfield>
    <subfield code="t">ANNALS OF EPIDEMIOLOGY</subfield>
    <subfield code="x">1047-2797</subfield>
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