ANGELO RANALDO
INTRADAY MARKET LIQUIDITY
ON THE SWISS STOCK EXCHANGE
Angelo Ranaldo, UBS Asset Management, Zürich, Switzerland
(angelo.ranaldo@ubs.com)
Many thanks to professors J. Pasquier-Dorthe (U. of Fribourg) and
J. Hasbrouck (NYU). I am also grateful to S. Gay, R. Häberle,
A. Vukic, M. Ruffa, J. Davies and all my colleagues at UBS AM.
The views expressed herein are those of the author. The UBS AG
does not take on any responsibility about the contents and
the opinions expressed in this paper.
1. Introduction
This study empirically analyzes the intraday
market liquidity and the intraday market con-
centration on the Swiss Stock Exchange (here-
after) SWX. The SWX is a pure order driven
market based on two main features: (1) there
are no designated market makers, and (2) the
trading and the quoting process is computer-
ized and centralized. Several exchange systems
recently applied this specific market architec-
ture and Euronext is one of the most success-
ful examples. Therefore, interest in pure limit-
order trading has grown rapidly in recent
years. In fact, this market architecture repre-
sents an original solution for the fundamental
role of the liquidity provision.
This study raises the following main questions:
(1) how can we measure intraday market li-
quidity, (2) do different measures of liquidity
provide the same estimation of market liquid-
ity, (3) does an intraday pattern of market con-
centration exist, and (4) what can we learn
from the analysis of intraday market liquidity
and concentration.
The measurement of the market liquidity is a
tricky exercise. The complexity stems from at
least two factors: first, the multidimensional
nature of market liquidity, and, second, its
close relationship with market efficiency. To
see the multidimensional nature of market li-
quidity, it suffices to evoke its common defini-
tion: a liquid market allows trading any volume
size demanding an immediate execution and no
price impacts. On the other hand, while a liq-
uid market implies the absence of market im-
pacts, market efficiency instead requires con-
tinuous and significant price adjustments to
market news. These considerations bring to the
second aim of this study, namely the separate
measurement of each liquidity dimension. To
do this, I survey the liquidity proxies used in
the literature and I propose some new proxies.
The third aim deals with an empirical issue not
yet investigated to my knowledge, namely the
analysis of intraday market concentration.
This paper is relevant for several reasons.
First, this study is based on the statistical
analysis of a high-frequency database of the
most actively traded Swiss stocks. This infor-
mation enables us (1) to estimate several
cross-sectional and stock-specific intraday li-
© Swiss Society for Financial Market Research (pp. 309–327)
FINANCIAL MARKETS AND PORTFOLIO MANAGEMENT / Volume 15, 2001 / Number 3 309