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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">vestnykeps</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник экономики, права и социологии</journal-title><trans-title-group xml:lang="en"><trans-title>The Review of Economy, the Law and Sociology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1998-5533</issn><publisher><publisher-name>Общество с ограниченной ответственностью «Эксперт 16»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24412/1998-5533-2026-2-120-125</article-id><article-id custom-type="elpub" pub-id-type="custom">vestnykeps-118</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Экономика</subject></subj-group></article-categories><title-group><article-title>Интегрированная модель управления кредитным риском: трансформация функции риск-менеджмента в драйвер создания стоимости</article-title><trans-title-group xml:lang="en"><trans-title>Integrated Credit Risk Management Model: Transforming the Risk Management Function into a Value Creation Driver</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5828-7580</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ахмад</surname><given-names>Т.</given-names></name><name name-style="western" xml:lang="en"><surname>Ahmad</surname><given-names>T.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ахмад Тарек - аспирант кафедры финансовых рынков и финансовых институтов </p><p>420008, Казань, ул. Кремлевская, 18</p><p> </p></bio><bio xml:lang="en"><p>Tarek Ahmad </p><p>Kazan</p></bio><email xlink:type="simple">Tarekahmad925@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8170-3925</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кох</surname><given-names>И. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Kokh</surname><given-names>I. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кох Игорь Анатольевич – доктор экономических наук, профессор кафедры финансовых рынков и финансовых институтов </p><p>Scopus: 57205071772; Web of Science: Q-7799-2017; РИНЦ: 354339 </p><p>420008, Казань, ул. Кремлевская, 18</p></bio><bio xml:lang="en"><p>Igor Anatolyevich Kokh </p><p>Kazan</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Казанский (Приволжский) федеральный университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kazan (Volga Region) Federal University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>04</day><month>08</month><year>2026</year></pub-date><volume>0</volume><issue>2</issue><fpage>120</fpage><lpage>125</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ахмад Т., Кох И.А., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Ахмад Т., Кох И.А.</copyright-holder><copyright-holder xml:lang="en">Ahmad T., Kokh I.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.vestnykeps.ru/jour/article/view/118">https://www.vestnykeps.ru/jour/article/view/118</self-uri><abstract><p>Исследование посвящено трансформации подходов к управлению банковскими рисками в условиях цифровизации и внедрения новых регуляторных стандартов. В работе обосновывается необходимость перехода от фрагментарных методов контроля к комплексной системе, объединяющей пруденциальные требования и стратегические цели по увеличению акционерной стоимости. Сформулированы принципы интеграции показателей экономической добавленной стоимости (EVA) и доходности, скорректированной с учетом риска (RAROC), с нормативами достаточности капитала и прогнозными моделями ожидаемых кредитных убытков (ECL). Доказано, что синергия инструментов финансовой эффективности и пруденциального хеджирования позволяет трансформировать функцию риск-менеджмента из категории технических затрат в активный фактор формирования конкурентных преимуществ. Полученные результаты могут быть использованы коммерческими банками для оптимизации распределения капитала и укрепления финансовой устойчивости в условиях макроэкономической неопределенности.</p></abstract><trans-abstract xml:lang="en"><p>The study examines the transformation of banking risk management approaches in the context of digitalization and new regulatory standards. The paper justifies the transition from fragmented control methods to a comprehensive system that integrates prudential requirements with strategic goals for increasing shareholder value. A methodology is formulated for integrating Economic Value Added (EVA) and Risk-Adjusted Return on Capital (RAROC) with capital adequacy ratios and Expected Credit Loss (ECL) predictive models. The author demonstrates that the synergy between financial efficiency tools and prudential hedging allows the risk management function to evolve from a technical cost center into an active driver of competitive advantage. The results can be utilized by commercial banks to optimize capital allocation and strengthen financial stability under macroeconomic uncertainty.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>коммерческие банки</kwd><kwd>риск-ориентированное управление</kwd><kwd>управление кредитным риском</kwd><kwd>достаточность капитала</kwd><kwd>пруденциальное хеджирование</kwd></kwd-group><kwd-group xml:lang="en"><kwd>commercial banks</kwd><kwd>risk-oriented management</kwd><kwd>credit risk management</kwd><kwd>capital adequacy</kwd><kwd>prudential hedging</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Saeed M.M., Hollack O. Credit, liquidity, and market risks on financial performance: Evidence from rural banks in Ghana // International Journal of Accounting and Finance. 2023. № 4. P. 285–304.</mixed-citation><mixed-citation xml:lang="en">Saeed M.M., Hollack O. 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