Rising cost-of-living pressures continue to strain household budgets across Australia and policymakers require timely and reliable measures of financial hardship. This paper introduces a new high-frequency indicator of financial stress derived from failed direct debit payments in bank transaction data. This indicator could offer policymakers an early warning indicator of financial stress and inform targeted...