TY - UNPB
T1 - Banking on assumptions?
T2 - How banks model deposit maturities
AU - Coulier, Lara
AU - Pancaro , Cosimo
AU - Pancotto, Livia
AU - Reghezza, Alessio
N1 - This is an accepted author manuscript of the following working paper: Coulier, L, Pancaro , C, Pancotto, L & Reghezza, A 2025 'Banking on assumptions? How banks model deposit maturities' ECB Working Paper Series, no. 3140, European Central Bank, Frankfurt.
The final version is available free of charge on the ECB's website: https://doi.org/10.2866/2889184
PY - 2025/11/3
Y1 - 2025/11/3
N2 - How do banks manage the behavioural maturity of non-maturing deposits (NMDs)? Using a rich and confidential dataset, we investigate how banks model deposit maturities based on internal assumptions. Although NMDs are contractually floating-rate liabilities with zero maturity, banks reallocate them across different maturity buckets using models that reflect past customer behaviour. Notably, only 20% of NMDs are treated as having zero maturity, while about 10% are assigned maturities beyond seven years. We assess whether these modelling assumptions align with banks’ deposit structures. Results show that banks with more volatile, interest rate-sensitive, and digitalised deposit bases tend to assign shorter maturities, appropriately reflecting underlying risks. However, during the recent monetary policy tightening, banks with more sensitive NMDs did not shorten assumed maturities or update models. These findings underscore the critical importance of timely and accurate calibration of NMD assumptions to support effective asset-liability management and preserve financial stability.
AB - How do banks manage the behavioural maturity of non-maturing deposits (NMDs)? Using a rich and confidential dataset, we investigate how banks model deposit maturities based on internal assumptions. Although NMDs are contractually floating-rate liabilities with zero maturity, banks reallocate them across different maturity buckets using models that reflect past customer behaviour. Notably, only 20% of NMDs are treated as having zero maturity, while about 10% are assigned maturities beyond seven years. We assess whether these modelling assumptions align with banks’ deposit structures. Results show that banks with more volatile, interest rate-sensitive, and digitalised deposit bases tend to assign shorter maturities, appropriately reflecting underlying risks. However, during the recent monetary policy tightening, banks with more sensitive NMDs did not shorten assumed maturities or update models. These findings underscore the critical importance of timely and accurate calibration of NMD assumptions to support effective asset-liability management and preserve financial stability.
KW - banks
KW - non-maturing deposits
KW - behavioural assumptions
KW - financial stability
UR - https://www.ecb.europa.eu/press/research-publications/working-papers/html/index.en.html
U2 - 10.2866/2889184
DO - 10.2866/2889184
M3 - Working paper
SN - 9789289974875
T3 - ECB Working Paper Series
BT - Banking on assumptions?
CY - Frankfurt
ER -