Through Stormy Seas: How Fragile is Liquidity Across Asset Classes?

59 Pages Posted: 19 May 2025 Last revised: 18 May 2025

See all articles by Nihad Aliyev

Nihad Aliyev

Macquarie University

Matteo Aquilina

Bank for International Settlements

Khaladdin Rzayev

University of Edinburgh; Koc University; Systemic Risk Centre - LSE

Xingyu Sonya Zhu

Bank for International Settlements (BIS) - Monetary and Economic Department

Date Written: November 20, 2024

Abstract

Liquidity has improved across global markets, but fragility concerns remain. We study the distribution of bid-ask spreads across equities, bonds, and foreign exchange (FX) in the US, Europe and Japan. While average and standard deviation of spreads have decreased since 1990s, skewness and kurtosis have increased, especially in bond and most equity markets, but not FX. We identify structural breaks in the mean and skewness and map them to macroeconomic events, market structure changes, and regulatory reforms. Simulations show that increased skewness raises trading costs-up to $1 billion annually in US equities-even when few trades require urgent execution.

Keywords: trading cost, liquidity distribution, market fragility

JEL Classification: G10, G12, G14

Suggested Citation

Aliyev, Nihad and Aquilina, Matteo and Rzayev, Khaladdin and Zhu, Xingyu Sonya, Through Stormy Seas: How Fragile is Liquidity Across Asset Classes? (November 20, 2024). Available at SSRN: https://ssrn.com/abstract=5254046 or http://dx.doi.org/10.2139/ssrn.5254046

Nihad Aliyev

Macquarie University ( email )

North Ryde
Sydney, New South Wales 2109
Australia

Matteo Aquilina

Bank for International Settlements ( email )

Basel
Switzerland

Khaladdin Rzayev (Contact Author)

University of Edinburgh ( email )

Old College
South Bridge
Edinburgh, Scotland EH8 9JY
United Kingdom

Koc University ( email )

Rumelifeneri Yolu
34450 Sar?yer
Istanbul, 34450
Turkey

Systemic Risk Centre - LSE ( email )

Houghton St, London WC2A 2AE, United Kingdom

Xingyu Sonya Zhu

Bank for International Settlements (BIS) - Monetary and Economic Department ( email )

Centralbahnplatz 2
CH-4002 Basel
Switzerland

Do you have a job opening that you would like to promote on SSRN?

Paper statistics

Downloads
44
Abstract Views
142
PlumX Metrics