Table of Contents
Research Journal of Social Science & Management - RJSSM - The ...
Research Journal of Social Science & Management - RJSSM - The ...
- No tags were found...
You also want an ePaper? Increase the reach of your titles
YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.
<strong>of</strong> companies listed on Jakarta Islamic Index in 2004. The<br />
outcome <strong>of</strong> this research explains that statistically all<br />
variables except DER are significant and have positive<br />
impact on stock price.<br />
Statement <strong>of</strong> the Problem<br />
The financial statements are a structured financial<br />
representations <strong>of</strong> the financial position <strong>of</strong> and the<br />
transaction undertaken by an enterprise. The objective <strong>of</strong><br />
general purpose financial statements is to provide<br />
information about the financial position and performance <strong>of</strong><br />
an enterprise that is useful to a wide range <strong>of</strong> users in<br />
making economic decisions. Thus the accounting<br />
information from financial statements (reports) is the most<br />
useful and important to all users especially for the<br />
shareholders or investors in decision making process.<br />
Therefore, this study intends to examine the relationship<br />
between accounting information and shareholders wealth <strong>of</strong><br />
the banks involved in the acquisition activities.<br />
Objectives <strong>of</strong> the Study<br />
The major objective <strong>of</strong> this research is to find out the<br />
financial factors that could determine the abnormal return<br />
for shareholders‟ <strong>of</strong> banks in response to their acquisition<br />
deals.<br />
Hypothesis<br />
The following null hypotheses are framed for the present<br />
study:<br />
(a) There is no significant relationship between<br />
liquidity position and abnormal return.<br />
(b) There is no significant relationship between<br />
activity ratio and abnormal return.<br />
(c) There is no significant relationship between<br />
pr<strong>of</strong>itability and abnormal return.<br />
(d) There is no significant relationship between interest<br />
income and abnormal return.<br />
Methodology<br />
Sample<br />
A sample <strong>of</strong> public and private sector banks involved in<br />
acquisition activities during the years between 1996 and<br />
2006 are considered for the study (See <strong>Table</strong>) Annexure 1.<br />
Period <strong>of</strong> the Study<br />
The acquisition activities <strong>of</strong> banks under public and private<br />
sectors during the period from 1999 to 2004 are undertaken.<br />
Data<br />
The present study is relied on secondary data, which are<br />
interim financial reports for three quarters, one event quarter<br />
(quarter accompanying event month) and two quarters<br />
before the event quarter. The daily close share prices <strong>of</strong> the<br />
acquiring banks as well as BSE 100 index (used as<br />
benchmark) for one year before and one year after the year<br />
<strong>of</strong> <strong>of</strong>ficial announcement <strong>of</strong> the acquisition deal also<br />
collected for the study to calculate abnormal return. The<br />
required data were gathered from PROWESS data base.<br />
Three primary categories <strong>of</strong> commonly used financial ratios<br />
relating to liquidity, activity and pr<strong>of</strong>itability have been used<br />
in the present research. Under these three primary<br />
categories, eleven financial ratios, namely Current ratio<br />
(CR), Quick ratio (QR), Cash ratio (CSHRAT), Working<br />
capital turnover ratio (WCTO), Asset turnover ratio<br />
(ASTTO), Fixed asset turnover ratio (FATO), Net Interest<br />
Income (NIMRGN), Net pr<strong>of</strong>it after tax (NPAT), Return on<br />
net worth (RONW) and Return on capital employed<br />
(ROCE) are considered. As there is correlation among<br />
selected ratios under each category as well as high<br />
correlation among the ratios across categories is likely,<br />
using these ratios would lead to multi-collinearity problem<br />
in the regression analysis. In order to avoid these problems,<br />
principal method <strong>of</strong> factor analysis with varimax rotation is<br />
used to group the correlated ratios into a common factor.<br />
The newly extracted financial factors are then used as the<br />
independent variables in the regression analysis.<br />
Design<br />
The abnormal return on the day <strong>of</strong> <strong>of</strong>ficial announcement <strong>of</strong><br />
acquisition deals <strong>of</strong> the public and private banks is<br />
calculated using event study approach. The event study<br />
approach is adopted to eliminate the market influence from<br />
the rate <strong>of</strong> return on a security during the event time period.<br />
The abnormal returns for each public and private sector<br />
banks are first calculated using market model. For<br />
calculating estimated return, the market model is used<br />
because it is widely used standard method for studies <strong>of</strong> this<br />
type. This model uses the following formula to compute<br />
the abnormal returns:<br />
ARjt = Rjt – (a + bjRmt)<br />
where Rmt is the value-weighted return on the market on<br />
day t.<br />
After first finding the estimates <strong>of</strong> the parameters (a, b) for<br />
each bank (j) during a control period (estimation period)<br />
comprised <strong>of</strong> non-event day <strong>of</strong> -120 through +60 excluding<br />
20 days before and after the <strong>of</strong>ficial release <strong>of</strong> acquisition<br />
deal, the market model was used to calculated the expected<br />
return. The abnormal returns on stock j on day t, ARjt, (here<br />
on event day) could then be found as the difference between<br />
the actual daily return (Rjt) and the expected (estimated)<br />
daily return (a + bRmt).<br />
Statistical Tool<br />
To find out the relationship <strong>of</strong> liquidity, activity and<br />
pr<strong>of</strong>itability <strong>of</strong> the acquiring banks on abnormal return to<br />
shareholders in response to their acquisition deals, multiple<br />
regression model is used. The specification <strong>of</strong> the<br />
regression model is:<br />
Where,<br />
is the Abnormal return on the event day considered as<br />
dependent variable in the regression model.<br />
… are the explanatory variables (here financial factors)<br />
…. are the estimated coefficients<br />
„e‟ is the error term<br />
www.theinternationaljournal.org > RJSSM: Volume: 01, Number: 10, Feb-2012 Page 61