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Research Journal of Social Science & Management - RJSSM - The ...

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<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

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