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Network-level model detects systemic credit risk earlier
Framework integrating graph neural networks and contagion modeling to identify systemic vulnerabilities in digital lending ecosystems months earlier than conventional monitoring systems.
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Morocco’s bank credit shows short-run inertia, not immediate policy-rate response
ARDL–ECM analysis reveals limited short-run monetary transmission to bank credit in Morocco, with dynamics driven by prudential and balance-sheet channels rather than interest-rate mechanisms.
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Credit risk is linked to liquidity hoarding in African banks
Panel analysis of credit risk-driven liquidity hoarding in African banks, examining institutional quality and global uncertainty effects across 474 institutions, 2013-2022.