Liquidity Optimization in Gross Settlement Systems with Quantum Reordering: Application to TARGET2∗ Staff working paper 2026-32 Valerio Astuti, Adriano Baldeschi, Luca Bastianelli, Giuseppe Bruno, Riccardo Russo, Ajit Desai, Danica Marsden Building on our earlier quantum algorithm, this paper shows that reordering queued payments can significantly reduce liquidity needs. The algorithm performs well on smaller payment batches, while traditional algorithms can process larger batches and deliver greater savings. Machine learning also helps identify which payment patterns offer the greatest potential for improvement. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C6, C61, C63, C8, C83, E, E4, E42, E5, E58 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
The Role of Long-Term Contracting in Business Lending Staff working paper 2024-2 Phoebe Tian This paper examines inefficiencies arising from a lack of long-term contracting in small business lending in China. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, D86, G, G2, G21, L, L1, L14, L2, L26 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Inequality in Parental Transfers and Optimal Need-Based Financial Aid Staff working paper 2019-7 Youngmin Park This paper studies optimal need-based financial aid when parental transfers—unobserved by policymakers—vary across and within families of similar means. Using data on U.S. college students, I document substantial inequality in parental transfers, especially among wealthier families. I then analyze how this affects aid design aimed at reducing inefficiencies from borrowing constraints and the aid itself. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, D6, D61, D64, D8, D82, I, I2, I22, J, J2, J24 Research Theme(s): Financial system, Household and business credit, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Monetary Policy Spillover to Small Open Economies: Is the Transmission Different under Low Interest Rates? Staff working paper 2021-62 Jin Cao, Valeriya Dinger, Tomás Gómez, Zuzana Gric, Martin Hodula, Alejandro Jara, Ragnar Juelsrud, Karolis Liaudinskas, Simona Malovaná, Yaz Terajima Does the transmission of monetary policy change when interest rates are low or negative? We shed light on this question by analyzing the international bank lending channels of monetary policy using regulatory data on banks from four small open economies: Canada, Chile, the Czech Republic and Norway. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, E5, E52, E58, F, F3, F34, F4, F42, G, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
Information, Prices and Buyer Entry Staff working paper 2026-4 Mei Dong, Janet Hua Jiang, Ling Sun In markets with costly buyer entry, information transparency about prices draws in buyers, increasing demand-side competition and putting upward pressure on prices. We show that this buyer entry effect may dominate seller competition as emphasized by conventional wisdom and prices and markups may rise with information transparency. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, D40, D8, D83, L, L1, L11 Research Theme(s): Models and tools, Economic models
June 7, 2018 Financial System Review: Assessment of Vulnerabilities and Risks—June 2018 This issue of the Financial System Review reflects the Bank’s judgment that high household indebtedness and housing market imbalances remain the most important vulnerabilities. While these vulnerabilities remain elevated, policy measures continue to improve the resilience of the financial system. A third vulnerability highlighted in the FSR concerns cyber threats to an interconnected financial system. Content Type(s): Publications, Financial Stability Report
Stress Relief? Funding Structures and Resilience to the Covid Shock Staff working paper 2023-7 Kristin Forbes, Christian Friedrich, Dennis Reinhardt Funding structures affected the amount of financial stress different countries and sectors experienced during the spread of COVID-19 in early 2020. Policy responses targeting specific vulnerabilities were more effective at mitigating this stress than those supporting banks or the economy more broadly. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, E6, E65, F, F3, F31, F36, F4, F42, G, G1, G18, G2, G23, G3, G38 Research Theme(s): Financial markets and funds management, International markets and currencies, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Financial system regulation and oversight
Identification of Random Resource Shares in Collective Households Without Preference Similarity Restrictions Staff working paper 2017-45 Geoffrey R. Dunbar, Arthur Lewbel, Krishna Pendakur Resource shares, defined as the fraction of total household spending going to each person in a household, are important for assessing individual material well-being, inequality and poverty. They are difficult to identify because consumption is measured typically at the household level, and many goods are jointly consumed, so that individual-level consumption in multi-person households is not directly observed. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C31, D, D1, D11, D12, D13, I, I3, I32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Demographics and labour supply
Potential benefits and key risks of fiat-referenced cryptoassets Staff analytical note 2022-20 Hugh Ding, Natasha Khan, Bena Lands, Cameron MacDonald, Laura Zhao Cryptoassets that reference a national currency (commonly known as stablecoins) aim to peg their value to the reference currency and typically use a reserve of traditional financial assets to maintain the peg. The market value of these fiat-referenced cryptoassets has grown more than thirtyfold between early 2020 and mid-2022. We explore some of their potential benefits and key risks. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, G, G2, G28, L, O, O3 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
2025 Methods-of-Payment Survey Report: Cash in an Increasingly Digital and Mobile Economy Staff analytical paper 2026-36 Marie-Hélène Felt, Saika Pacouloute, Angelika Welte The 2025 Methods-of-Payment Survey provides insights into how Canadians pay for their day-to-day purchases and how they use cash (i.e. banknotes and coins). While contactless card payments dominate in-person transactions, most Canadians maintain favourable views on cash and still hold and use it. They are also increasingly adopting mobile payments. Content Type(s): Staff research, Staff analytical paper JEL Code(s): D, D8, D83, E, E4, E41 Research Theme(s): Money and payments, Cash and bank notes, Retail payments