Jordan Journal of Economic Sciences, Volume 6, No.1, 2019
-65-
© 2019 DAR Publishers/The University of Jordan. All Rights Reserved.
Corporate Cash Holdings and Ownership Structure: A Quantile Regression
Analysis
Ghada Tayem, Mohammad Tayeh, Khawlah Abdallah Spetan
1
ABSTRACT
This study examines the impact of ownership structure on firm cash policy in varying cash holding regimes, using
131 Jordanian nonfinancial firms listed on Amman Stock Exchange for the period 2005-2013. This study allows
for the possibility that the impact of explanatory variables can vary for different levels of cash holdings by utilizing
a quantile regression estimation method. The study revealed empirical evidence confirming that the impact of
ownership concentration will differ according to the examined quantile. Furthermore, controlling shareholders are
expected to overinvest in liquid assets that are not subject to market discipline and are less costly to turn into
private benefits compared to other assets. However, the ability of controlling shareholders to do so may be affected
by the level of cash holdings. Therefore, the positive association between cash holdings and ownership is expected
to be elevated in high cash holding firms. The findings of this study show that in estimation methods that focus on
the central tendency of the distribution, ownership is not significantly related to cash holdings. However, in a
quantile regression model, the findings demonstrate that ownership becomes more positive and significant in upper
quantiles.
JEL classification:G30; G32; D92
Keywords: Cash holdings, quantile regression, agency problem, largest shareholder, Jordan.
INTRODUCTION
Under perfect capital market conditions, corporate
liquidity is irrelevant because firms can raise external
financing to meet unexpected changes in their cash flows
or investment opportunity set at zero cost (Opler et al.,
1999; Demiroglu and James, 2011; Denis, 2011; Almeida
et al., 2014). However, due to transaction, information
and agency costs associated with external financing cash
may provide valuable financial flexibility to the firm
(Opler et al., 1999; Almeida et al., 2004; Acharya et al.,
2007; Denis, 2011). However, determining the optimal
cash holdings level is difficult when there are concerns
about the agency costs of holding cash. On the one hand,
cash holdings preserve the firm’s flexibility to respond to
unexpected needs (Kim et al., 1998; Opler et al., 1999;
Almeida et al., 2004; Acharya et al., 2007; Denis, 2011).
On the other hand, excess cash enables managers to
pursue their own interests by spending it on value
decreasing expenses and investments (Jensen &
Meckling, 1976; Jensen, 1986; Harford et al., 2008).
Therefore, different levels of cash holdings raise different
concerns for shareholders of the firm. This study
investigates the association between cash holdings and
the ownership of the largest controlling shareholder for
firms with different levels of cash holdings for
nonfinancial Jordanian firms.
Jordanian firms operate in an economy with low
1
School of Business, The University of Jordan, Jordan.
g.tayem@ju.edu.jo
Received on 3/12/2017 and Accepted for Publication on
4/2/2018.