Corporate governance and performance of financial institutions in Pakistan: a comparison between conventional and Islamic banks in Pakistan.
Rehman, Ramiz Ur ; Mangla, Inayat Ullah
This paper investigates the performance comparison between
conventional and Islamic banks of Pakistan. It also examines the impact
of macroeconomic and corporate governance variables on the accounting
performance and efficiencies of conventional and Islamic banks. For this
purpose, data of financial performance variables of the banking sector
such as ROE and ROA are collected over the period 2003-2009. The
cross-sectional data includes yearly accounting returns of all Islamic
and conventional banks of Pakistan for the same period. In addition to
this, efficiencies of these banks are also estimated by applying DEA for
the same period. The results show that there is a significant difference
between the average return on equity and average technical efficiencies
of the conventional and Islamic banks. Further, there is also a
significant impact of corporate governance on return on equity and
technical efficiencies of the banks.
Keywords: Corporate Governance, Banking Efficiency
INTRODUCTION
Corporate Governance refers to the way an organisation is directed,
administrated or controlled. It includes the set of rules and
regulations that affect the manager's decision and contribute to
the way company is perceived by the current and potential stakeholders.
The corporate governance structure specifies the distribution of rights
and responsibilities among different participants in the corporation
such as; boards, managers, shareholders and other stakeholders and
spells out the rules and procedures and also decision-making assistance
on corporate affairs. By doing this, it also provides the structure
through which the company's objectives are set and the means of
obtaining those objectives and monitoring performance. Corporate
governance may be the ways of bringing the interests of investors and
managers into line and ensuring that firms are run for the benefit of
investors.
Effective corporate governance mobilises the capital annexed with
the promotion of efficient use of resources both within the company and
the larger economy. It also assists in attracting lower cost investment
capital by improving domestic as well as international investor's
confidence. Good corporate governance ensures the accountability of the
management and the Board. The Board of directors will also ensure legal
compliance and take impartial decisions for the betterment of the
business. It is understood that efficient corporate governance will make
it difficult for corrupt practices to develop and take root, though it
may not eradicate them immediately.
Corporate governance swivel around some important aspects such as
Role of board of directors, Basic structure of board of directors, its
remuneration, Ownership of director, Availability of freedom to an
enterprise, Role of services of institutional directors, Accountability
of member of BoD, Financial reporting, Institutionalisation of audit
functions and linkage with shareholders. Good corporate governance can
add value to developing sound corporate management and enriching the
results of corporate entities for society in general and shareholders in
particular to be the beneficiaries.
The developed countries like US, UK, Germany, Hong Kong and etc.
have developed different models of corporate governance which now
implemented there in true spirit. The World Bank also showed interest in
this topic and developed a World Governance Index (WGI). The objective
of this index is to evaluate the corporate performance of different
countries on the basis of Regulations, Corruption and Rule of Law. The
results of the index showed that the performer in corporate governance
was Germany with a score of 90.8 percent and worst performer is
Bangladesh with a score of 24.3.
Given the state of the economy of Pakistan in 2010, troubled as it
is; ideally it would be more desirable to look at the governance issues
at macro level for Pakistan. The financial and administrative
turn-around of eight loss-making public sector entities is the biggest
challenge for the government to improve governance and put national
economy back on track. As a famous economist, Dr Shahid Javaid Burki--a
long observer of Pakistan's economy has recently stated
"Pakistan can generate a greater bounce in its economy than India
by creating better governance. It has occurred before in the
country's difficult economic history and could happen again."
(Improved Governance: Dawn, 12th, October 2010).
However, as a starting point, in this paper we look at closely the
governance issues for the financial sector, a sector which has played a
significant role till recent years in economic activity of Pakistan.
Rehman, et al. (2010) have looked at the issue of corporate governance
in Chemical and Pharmaceutical sectors of Pakistan and found that there
is a significant impact of corporate governance on the
shareholder's returns in pharmaceutical sector of Pakistan.
Corporate governance has become an issue of global significance. The
improvement of corporate governance practices is widely recognised as
one of the essential elements in strengthening the foundation for the
long-term economic performance of countries and corporations. In
Pakistan, the first Code of Corporate Governance for Pakistan was
finalised and issued by SECP in March 2002. Then it was subsequently
incorporated in all the listed companies of three stock exchanges in
Pakistan. In 2004, SECP took the first step to establish the Pakistan
Institute of Corporate Governance in public private partnership.
According to "A Survey of Corporate Governance Practices in
Pakistan, 2007", conducted by: International Finance Corporation
and SECP, 92 percent respondents prepare annual "Statement of
Ethics and Business Policy", 48 percent had "Vision and
Mission Statement", and none of the respondents have Code of
Corporate Governance. On the other hand, it was also found that 50
percent of the corporations in Pakistan did not include non-executive
directors in their board of directors, 54 percent have not introduced
transaction administration procedure, 53 percent have not implement a
formal remuneration system, and 55 percent did not have corporate
governance improvement plan. Whereas, 31 percent respondents did not
identify the barriers to improve the corporate governance, 69 percent
identified the barriers, 42 percent had non availability of qualified
staff to implement and 21 percent did have the claim that corporate
governance produces sensitive information that cannot be shared with the
competitors.
Even though many studies have conducted on corporate governance
issues in the non-financial sectors, a few studies examine the corporate
governance issues in the banking sector [Wright, et al. (2002); Kinti,
et al. (2004); Berger, et al. (2005)]. This paper focuses on corporate
governance impact on financial sector of Pakistan.
LITERATURE REVIEW
Several empirical studies have investigated the association between
corporate governance and firm performance [Yermack (1996); Claessens, et
al. (2000); Klapper and Love (2002); Gompers, et al. (2003); Black, et
al. (2003); Sanda, et al. (2005)], with inconclusive results. Adjaoud,
et al. (2007) concluded that there is little evidence of a systematic
relationship between the characteristics of the board. Bhagat, et al.
(2000) and Weir, et al. (1999) experienced a positive relationship
between corporate governance and firm performance. Albeit Eisenberg, et
al. (1998) observed a negative relationship between them.
Corporate governance contains various aspects of complex regimes as
Zingales (1998) also examines it as a comprehensively broad,
multifaceted notion that is enormously relevant, while difficult to
define, due to the variety of scope that it encompasses. Friend and Lang
(1998) examine that shareholders, having high concentration in firms,
play an important role to control and direct the management to take keen
interest in benefit of the concentration group. In addition corporate
governance regimes also allow shareholders to direct the management for
betterment of their investment. Shleifer, et al. (1997) describe that
concentration groups with large share holdings; check the manager's
activities better. However, the check and balance not only causes to
reduce the agency cost but also resolves the issues between managers and
owners. Furthermore, Williamson (1988) examined the relationship between
corporate governance and securities. Jensen (1986) seems to be quite
keen to analyse how corporate governance directly or indirectly
influences the capital structure and firm value. While, Driffield, et
al. (2007) found that higher ownership concentration has a positive
impact on capital structure and firm value. In the case of lower
ownership concentration, the relationship depends upon the strictness of
managerial decision making which enforce to bring change in the capital
structure.
For the US market, Gompers, et al. (2003) analysed the relationship
between corporate governance, long-term equity returns, firm value and
accounting measures of performance, while Rob Bauer, et al. (2004) found
combined relationship between corporate governance, firm value and
equity returns. Substantial differences are found between the UK market
and the Euro-zone markets. Many studies prove that there is no linkage
between corporate governance and performance. Beth (2003) concluded that
there is no impact of director independence on firm performance. Several
studies have been conducted so far and still going on to examine the
relationship between firm performance and corporate governance
mechanisms, but the results are mixed [Kajola et al. (2008)]. Anthony,
et al. (2007) observed that the sector and country has a significant
effect while examining the impact of corporate governance on firm
performance.
According to Maria Mahar and Thomas Anderson (2008) there are some
weaknesses, strengths and economic implications associated with
corporate governance systems. It is widely believed that good corporate
governance is an important factor in improving the value of a firm in
both developing and developed financial markets. However, the
relationship between corporate governance and the value of a firm
differs in emerging and mature financial markets due to disparate
corporate governance structures in these markets resulting from
dissimilar social, economic and regulatory conditions in these
countries. There is a need to understand the differences which affect
the value of a firm for academic investigations, financial and
management practices and public regulation of corporations and markets.
The variables used by Kashif Rashid (2008): price to book value ratio,
market capitalisation, gearing ratio, return on total assets,
shareholder's concentration (agency cost), CEO duality, board size,
and judicial and regulatory authority efficiency. Burki and Ahmad (2007)
explored the changes of corporate governance in Pakistan's banking
sector and its impact on their efficiencies.
For measuring corporate governance different variables are used by
the researchers such as Board Size, Board Independence, Board meeting,
Ownership structure, Family Ownership and Dual role of CEO. A widely
debated corporate governance issue is whether the two most important
positions in a company--the Chairman of the Board and the CEO--should be
held by two different individuals (a dual leadership structure) or one
person may be assigned both portfolios (a unitary leadership structure).
Many studies addressed the CEO duality-performance relationship;
with inconsistent results [Boyd (1994)]. There is only weak evidence
that duality status affects long-term performance, after controlling the
other factors that might impact the performance. [Baliga, et al.
(1995)]. Berg, et al. (1978) and Brickley, et al. (1997) concluded that
there is a chance of agency cost when CEO performs dual role. Therefore,
the separation of the two positions enhances shareholder value. Fama, et
al. (1983) also argued that concentration of decision management and
decision control in one individual reduces a board's effectiveness
in monitoring top management. For example, when a CEO doubles as board
chairman, this results in conflict of interests and increases agency
costs.
A number of empirical studies have been conducted in the US to
measure the impact of director independence and corporate performance.
Some researchers found a direct evidence of a relationship between board
composition in terms of independence and corporate performance. Kesner
(1987), studying Fortune 500 companies found a positive and significant
correlation between proportion of inside directors and two indicators of
performance: profit margin and return on assets.
Baysinger, et al. (1985) and Hambrick, et al. (2000) found evidence
for the proportion of independent non-executive directors to be
positively correlated with the accounting measure of performance. On the
other hand, studies by Klein (1998), Bhagat, et al. (1997), and
Hermalin, et al. (1991) experienced a high proportion of independent
directors does not predict a better future accounting performance. Using
accounting measures Agrawal, et al. (1999) observed a negative
relationship between board independence and firm's performance.
Jeffrey, et al. (1990) found no evidence in favour of outside directors
to enhance the firm performance.
For a better performance of a corporation it is necessary to
monitor the operations of the firm regularly, it can be done by
increasing the board meetings in a given year. The frequency of board
meeting is an important dimension of board operations [Nikos (1999)]. He
found the annual number of board meetings is inversely related to firm
value.
When independent from management, the Chairman can play a pivotal
role in giving directors (particularly non-executive directors) a strong
voice in setting agendas of Board meetings, deciding on executive
compensation and encouraging meaningful discussions in Board meetings.
Sanda, et al. (2005) and David, et al. (1996) found a positive
relationship between small-sized boards and corporate performance. Board
size is found to be a positively correlated with firm value in
between-firms tests, and changes in board size are found to be
positively associated with annual stock returns [Mak and Kusnadi
(2005)]. Small board of directors is more effective [Yermack (1996)].
Holthausen and Larcker (1993b) fail to find consistence evidence of an
association between board size and company performance.
Jiang (2004) explored that an ownership structure and firm
performance can be positive or negative relationship depending upon the
sectors and time period. Jensen, et al. (2004) specifically identified
that "the fraction of the equity held by the manager" as a
fundamental to ownership structure. This same rationale has been applied
to board members as well [Dalton, et al. (2003)]. Officers and
directors, in various combinations, constitute inside equity holders
[Bethel, et al. (1993)]. Dong-Sung, et al. (2007) concluded that it is
not important in case of Korean firms that who is CEO, but it is matter
a lot that who the large shareholders. As large is the shareholder
ownership it influences more on corporate performance. But in case of
managerial ownership, it does not make any impact on firm performance.
Inside equity holders are mainly CEOs, officers, or directors, Demsetz
(1983) and Fama, et al. (1983) suggested that there is a positive
relationship between an inside ownership and corporate performance. Dan
(2003) results illustrated relatively low relationships between various
categories of equity concentration and multiple indicators of financial
performance.
Shahid, et al. (2004) concluded that the family control have
positive effect on firm performance. Miller, et al. (2007) confirmed the
difficulty of attributing superior performance to a particular
governance variable. Older firms are generally family-controlled,
dispelling the notion that ownership becomes dispersed over time. The
positive abnormal returns are greater for family controlled firms
[Walid, et al. (2006)]. Significant corporate wealth in East Asia is
concentrated among a few families [Stijn, et al. (2000)]. Pakistani
market is also characterised with the concept of dominance of family
business where they developed as group and their performance is
distinguish from the firms which are not under any group as observed in
Japan. [Nishat, et al. (2004)].
HISTORY OF BANKING SECTOR AND CORPORATE GOVERNANCE IN PAKISTAN
Over the past two decades, financial sector in Pakistan had
undergone a phenomenon changes. The transformation is taken place by
introducing financial reforms in this country. These financial reforms
play a significant role in the growth of this sector. Privatisation,
restructuring of state owned banks, merger and acquisitions of private
and foreign banks and introduction of Islamic banks have changed the
governance structure of banking sector substantially. Before these
reforms, financial sector in Pakistan mainly considered as a government
sector. More than 90 percent market share was owned by state owned
banks. These banks served as a tool to implement the government
development strategy. In 1972, all commercial banks had been
nationalised expect few foreign banks. These foreign banks could not
expand their operations due to strong regulations. These banks were used
to give credit to the preferred sectors of the economy and also loans
were given on the political basis. Initially, the arrangement gave good
results but it did not sustain longer. The inefficiency of the banking
sector observed shortly due to bad and influential governance by the
government authorities. The proportion of non- performing loans were
increasing day by day which results in high default rates of state owned
banks.
The situation was realised shortly and new financial reforms
introduced by State Bank of Pakistan in early 1990. The objective of
these reforms was to strengthen the financial institutions by adopting
the liberalisation policy in prudential regulations. The primary
justification to introduce these reforms has been the potential to
eliminate systematic sources of inefficiencies in the banking sector.
Not only the inefficiencies but also to improve the governance structure
of this sector.
In First part of these liberalisations and reforms, ten new private
banks were permitted to start their operation in early 1990s. Apart from
domestic private banks, three foreign banks were also permitted to start
their operation in the same period. As a part of these reforms, the
control on opening new bank branches by private and foreign banks was
also lifted. At the same time, privatisation of state owned banks also
took place by selling 26 percent shares of Muslim Commercial Banks to
the private sector, 50 percent to the general public and remaining 24
percent also sold in 2001-02. Similarly, the privatisation of ABL, UBL
and HBL were also taken place. Mass privatisation of state owned banks
led to their market share down to 20 percent in 2005 as compared to 70
percent in 1990.
Secondly, state owned banks had also undergone through huge
structural changes and downsizing. A fund was provided by the World Bank
to state owned bank for their restructuring and downsizing in 1997. A
large number of employees were voluntarily resigned from the banks under
the golden shake hand scheme. Also, number of branches of state owned
banks which were not performing well was also closed down.
Finally, the governance of banking sector in Pakistan was
influenced by merger and acquisitions of some private and foreign banks.
New policy introduced by State Bank of Pakistan has also encouraged
merger and acquisition of small and struggling private and foreign banks
by their financially superior counterparts. As a result, in a period of
five years from 2000-2005, 12 banks are merged and acquired out of which
nine foreign banks are acquired by the domestic private banks.
During this period, Islamic banking are also introduced by private
and foreign banks in Pakistan. Initially, few Islamic banks are operated
with a very little market share. But in very short period of time
Islamic banking assets reaches to 411 billion with a massive growth rate
of 6.1 percent. The investors are willing to invest in Islamic Banks
rather than the conventional banks due to its strong governance
structure. Pakistan has adopted an unusual three-tier
Shari'a-compliance structure to ensure "deep and
extensive" supervision of Shari'a compliance. The structure
consists of the following components; (1) internal Shari'a advisers
for Islamic banks, (2) a national Shari'a-complaince inspection
unit, and (3) a national Shari'a advisory board established by the
State Bank of Pakistan, the central bank [Akhtar (2006)].
The banking sector in Pakistan enjoyed healthy returns and achieved
high growth after making necessary adjustment in their corporate
governance structure. More liberal but concerned governance structure is
established in this sector. No more political influence, corruption and
unnecessary control of government are there. This strong corporate
governance structure protects the right of shareholder's which
enhances the confidence of external investor.
METHODOLOGY AND VARIABLE CONSTRUCTIONS
The performance of conventional and Islamic banks can be compared
by their accounting returns and efficiencies. The analysis is conducted
in two parts in first part the study makes a comparison between the
average return on equity, return on assets, technical efficiency,
allocative efficiency and cost efficiency of both segments. In second
part, the impact of macroeconomic and corporate governance variables is
observed on the performance of conventional and Islamic banks by using
multiple regression models.
The annual returns on equity and returns on asset are collected
from the financial statements of all conventional and Islamic banks for
the period of 20032009. The selection of sample period is very critical
because before 2003 there were no existence of Islamic banking in
Pakistan. This study includes only those conventional banks who are not
dealing in Islamic operations. The annual returns of all non Islamic
conventional and Islamic banks are collected for the said sample period.
By doing this, a cross sectional data stream is formed. The average
returns of non Islamic conventional and Islamic banks are calculated and
compared with independent t-sample test and find out any significance
difference between them. The efficiencies of the selected sample banks
are estimated by using the Data Envelopment Analysis for the same sample
period. Deposits and net assets are taken as input variables while loans
and advances and net investment as output variable for the purpose of
estimating efficiencies of the banks.
In second part of the analysis, the impact of macroeconomic and
corporate governance variables on the performance of these banks is
studied by applying multiple regression models.
For This purpose, GDP growth rates and annual interest rates are
collected from State Bank Pakistan as two macroeconomic variables for
the period of 2003-2009. The corporate governance variable is added as a
dummy variable in the models which indicates the presence of
Shari'a Board in the bank. Following are the suggested models for
this study.
Model--1 ROE = [[alpha].sub.1] + [[beta].sub.1]GDP(G) +
[[gamma].sub.1]INT + [[epsilon].sub.1]CG + [member of]
Model--2 ROA = [[alpha].sub.2] + [[beta].sub.2]GDP(G) +
[[gamma].sub.2]INT + [[epsilon].sub.2]CG + [member of]
Model--3 TE = [[alpha].sub.3] + [[beta].sub.2]GDP(G) +
[[gamma].sub.3]INT + [[epsilon].sub.3]CG + [member of]
Model--4 AE = [[alpha].sub.4] + [[beta].sub.4]GDP(G) +
[[gamma].sub.4]INT + [[epsilon].sub.4]CG + [member of]
Model--5 CE = [[alpha].sub.5] + [[beta].sub.5]GDP(G) +
[[gamma].sub.5]INT + [[epsilon].sub.5]CG + [member of]
Dependent Variables
Average Return on Equity = ROE
Average Return on Asset = ROA
Average Technical Efficiency = TE
Average Allocative Efficiency = AE
Average Cost Efficiency = CE
Independent Variables
GDP Growth Rate = GDP(G)
Annual Interest Rate = INT
Corporate Governance = CG
RESULTS AND ANALYSIS
In the first part of analysis, average returns of equity and
returns of assets are compared for conventional and Islamic banks of
Pakistan.
The results show that the average return on asset for conventional
banks is 1.50 whereas the average return on asset for Islamic banks is
1.39. The p-value shows that there is no significant difference in
average return on asset between conventional and Islamic banks.
[GRAPHIC 1-1 OMITTED]
The average return on equity for conventional banks is 20.89 while
for Islamic banks it is 13.34. The p-value of average return on equity
is highly significant at 1, 5 and 10 percent level of significance. As
show in graph 1-2, the trend of average return on equity is declining in
later for both segments.
[GRAPHIC 1-2 OMITTED]
The average technical efficiency of conventional banks is 0.85
which is very much close with the world average banking efficiency i.e.,
0.86. In case of Islamic banks average technical efficiency, it is 0.65.
The p-value indicates that there is a highly significant difference
between average technical efficiency of conventional and Islamic banks.
The following graph shows the average technical efficiencies of
conventional and Islamic banks over the sample period. It is clearly
shown here that in the initial years Islamic banks technical efficiency
was far behind as compared to conventional banks but in later years the
Islamic banks technical efficiency approaches to conventional banks
efficiency.
[GRAPHIC 1-3 OMITTED]
The average allocative efficiency of Islamic banks is 0.58 while
for conventional banks it is 0.52. The p-value shows that there is no
significant difference between average allocative efficiency of
conventional and Islamic banks.
[GRAPHIC 1-4 OMITTED]
In case of cost efficiency, the average score for Islamic banks is
0.51 whereas for conventional banks it is 0.53. The test of significance
shows that there is no significant difference between average score of
cost efficiencies of Islamic and conventional banks.
[GRAPHIC 1-5 OMITTED]
In second part of analysis, multiple regression models are applied
to estimate the impact of macroeconomic and corporate governance
variables on the performance of conventional and Islamic banks. For this
purpose, five multiple regression models are constructed which cover two
accounting performance indicators, return on equity and return on assets
and three efficiency performance indicators such as technical
efficiency, allocative efficiency and cost efficiency.
The results show that the model 1 is highly significant at 1, 5 and
10 percent level of significance. [R.sup.2] for model 1 is 0.62 and
standard error is 3.69 percent. The coefficients of GDP growth rate and
interest rates are -.258 and -.647 respectively and both are
insignificant. The coefficient of corporate governance is -7.54 and it
is highly significant at 1, 5 and 10 percent level of significance. This
means the presence of Shari'a board in governing body of a bank
affects the return on equity of the banks.
In model 2, [R.sup.2] is 0.24 and standard error is 0.28 percent.
The overall model is insignificant. The coefficients of GDP growth rate,
interest rate and corporate governance variables are -.05, -.068 and
-.104 respectively. All the coefficients of independent variables are
insignificant in model 2.
Similarly, the overall model 4 and 5 are also insignificant. The
result suggests that there is no impact of macroeconomic and corporate
governance on allocative and cost efficiencies of conventional and
Islamic banks. In model 4, the coefficient of interest rate is 0.51 and
is significant at 10 percent level of significance.
The results of model 3 suggest that the overall model is highly
significant at 1, 5 and 10 percent level of significance. The [R.sup.2]
and standard error of model 3 are 0.73 and 0.08 respectively. The
coefficient of GDP growth rate is 0.03 and significant at 10 percent
level of significance. The coefficient of interest rate is -.035 and it
is significant at 5 and 10 percent level of significance. While the
coefficient of corporate governance variable is -0.19 and it is highly
significant at 1, 5 and 10 percent level of significance.
CONCLUSION
When an investor feels himself more secure, he will invest more.
For making the firm more profitable, one should protect the rights of
the investor. This can only be happen if the firm has strong corporate
governance structure. In this case, banking sector in Pakistan was
influenced by the government authorities with weak governance which
results in a low performing sector, but after making the necessary
changes in the governance structure the very sector evident a phenomenon
growth and high returns in it. We believe there are still some gaps left
in the governance structure of the banking sector in Pakistan, but these
gaps will fill up by the Islamic Banks due to their more reliable
governance structure.
The results of this study suggest that there is a significant role
of corporate governance in the performance of banking sector of Pakistan
either it is conventional or Islamic. There is a clear indication that
the presence of Shari'a board affects the return on equity and
technical efficiency of banking sector. This is a preliminary level
effort in this regard. The study can be extended by adding more complex
variables of corporate governance and observe their influences on the
performance of banking sector in Pakistan.
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Ramiz ur Rehman <ramiz_rehman@hotmail.com> is Assistant
Professor of Finance, Lahore Business School, The University of Lahore,
Lahore. Inayat Ullah Mangla <inayat.mangla@wmich.edu> is Visiting
Senior Fellow, Lahore School of Economics, Lahore / Western Michigan
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Table 1
Comparison of Means of Performance Variables of Conventional and
Islamic Banks
Conventional Islamic
Banks Banks
Items Mean SD Mean SD t-Stat P-Value
ROA 1.50 0.32 1.39 0.25 0.67 0.51
ROE 20.89 4.77 13.34 2.03 3.85 0.00 ***
TE 0.85 0.04 0.65 0.14 3.56 0.00 ***
AE 0.52 0.18 0.58 0.17 (0.70) 0.50
CE 0.53 0.14 0.51 0.09 0.29 0.77
Note: *** Significant at l, 5 and 10 percent of significance.
Table 2
Multiple Regression Analysis
R square Test Statistics P-Value
Model--1 ROE
Overall Model 0.62 5.46 (0.01 **)
Growth Rate -0.362 -.258(.72)
Interest Rate -1.17 -.647 (0.27)
Corporate Governance -3.8 -7.54 (0.00 ***)
Model--2 ROA
Overall Model 0.24 1.04 0.417
Growth Rate -0.973 -0.053 (0.35)
Interest Rate -1.610 -.068 (0.14)
Corporate Governance -0.689 -.104 (0.51)
Model--3 TE
Overall Model 0.73 8.85 (0.00 ***)
Growth Rate 1.84 .030 (0.09 *)
Interest Rate 2.78 -.035 (0.02 **)
Corporate Governance -4.3 -.19 (0.00 ***)
Model--4 AE
Overall Model 0.38 2.06 (0.17)
Growth Rate 0.97 .03 (0.35)
Interest Rate 2.21 .51 (0.05 *)
Corporate Governance 0.797 .066 (0.44)
Model--5 CE
Overall Model 0.13 0.5 (0.69)
Growth Rate 0.878 .021 (.40)
Interest Rate 1.18 .022 (0.26)
Corporate Governance -0.287 -.019 (0.78)
Durban Watson Standard Error
Model--1 ROE
Overall Model 1.03 3.69
Growth Rate 0.71
Interest Rate 0.55
Corporate Governance 1.97
Model--2 ROA
Overall Model 2.37 0.28
Growth Rate 0.06
Interest Rate 0.04
Corporate Governance 0.15
Model--3 TE
Overall Model 1.15 0.08
Growth Rate 0.02
Interest Rate 0.01
Corporate Governance 0.05
Model--4 AE
Overall Model 2.39 0.15
Growth Rate 0.03
Interest Rate 0.02
Corporate Governance 0.08
Model--5 CE
Overall Model 2.69 0.12
Growth Rate 0.02
Interest Rate 0.02
Corporate Governance 0.07
Note: * Significant at 10 percent level of significance.
** Significant at 5 percent and 10 percent level of significance.
*** Significant at l percent, 5 percent and 10 percent level of
significance.