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Open AccessArticle
Geometric and Topological Analysis of Financial Market Structure: Evidence from Turkish Markets and the 2022–2023 Structural Break
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Department of Business, Babeş-Bolyai University, 7 Horea Street, 400174 Cluj-Napoca, Romania
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Department of Mathematics, Faculty of Science, Mugla Sitki Kocman University, Muğla 48000, Turkey
3
Faculty of Economics, “1 Decembrie 1918” University of Alba Iulia, 510009 Alba Iulia, Romania
*
Authors to whom correspondence should be addressed.
Axioms 2026, 15(1), 34; https://doi.org/10.3390/axioms15010034 (registering DOI)
Submission received: 11 November 2025
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Revised: 25 December 2025
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Accepted: 28 December 2025
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Published: 1 January 2026
Abstract
The financial market correlation structure exhibits dynamic evolution with implications for systemic risk and diversification benefits; yet, conventional approaches using correlation magnitude monitoring may miss fundamental organizational changes. This study develops an integrated geometric–topological framework synthesizing Riemannian manifold geometry with discrete network topology to characterize market structure transformations, applying the methodology to Turkish financial markets spanning May 2015–May 2025. The analysis employs intrinsic dimensionality estimation, curvature tensor computation, and Forman–Ricci curvature calculation alongside correlation network topology measures across seventeen variables, including sectoral equity indices and macroeconomic indicators. The results document an extraordinary mid-2022 structural break featuring dimensional collapse from to dimensions, network density surge to , and Ricci curvature spike to , establishing a persistent hypersynchronized regime evident through 2024–2025 with density elevated by and the Ricci curvature being amplified above the baseline. A comparative crisis analysis reveals heterogeneous structural signatures distinguishing COVID-19 geometric vulnerability from currency crisis modular reorganization. Macro-financial linkages identify credit growth as primary structural driver, achieving correlation with geometric resilience. The findings demonstrate that markets undergo permanent structural transformations responding systematically to monetary–credit conditions, with implications for surveillance frameworks, stress testing design, and macroprudential policy.
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MDPI and ACS Style
Batrancea, L.M.; Balcı, M.A.; Akgüller, Ö.; Gaban, L.
Geometric and Topological Analysis of Financial Market Structure: Evidence from Turkish Markets and the 2022–2023 Structural Break. Axioms 2026, 15, 34.
https://doi.org/10.3390/axioms15010034
AMA Style
Batrancea LM, Balcı MA, Akgüller Ö, Gaban L.
Geometric and Topological Analysis of Financial Market Structure: Evidence from Turkish Markets and the 2022–2023 Structural Break. Axioms. 2026; 15(1):34.
https://doi.org/10.3390/axioms15010034
Chicago/Turabian Style
Batrancea, Larissa Margareta, Mehmet Ali Balcı, Ömer Akgüller, and Lucian Gaban.
2026. "Geometric and Topological Analysis of Financial Market Structure: Evidence from Turkish Markets and the 2022–2023 Structural Break" Axioms 15, no. 1: 34.
https://doi.org/10.3390/axioms15010034
APA Style
Batrancea, L. M., Balcı, M. A., Akgüller, Ö., & Gaban, L.
(2026). Geometric and Topological Analysis of Financial Market Structure: Evidence from Turkish Markets and the 2022–2023 Structural Break. Axioms, 15(1), 34.
https://doi.org/10.3390/axioms15010034
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