Assess the comparative effectiveness of macroprudential policy versus monetary policy in mitigating systemic banking risk in emerging market economies. Evaluate theoretical channels, empirical identification strategies, key indicators of banking system vulnerability, cross‑border spillovers, institutional constraints and calibration/trade‑off issues; synthesize evidence from case studies and propose policy coordination recommendations for policymakers and regulators.