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The Impact of the Malaysian Code on Corporate Governance: Compliance, Institutional Investors and Stock Performance
Effiezal A. Abdul Wahab,# Janice C.Y. How, Peter Verhoeven Department of Accounting and Finance,
The University of Auckland
(JCAE 2007 Forthcoming)
Abstract
In 2001, the Malaysian Code on Corporate Governance (MCCG) became an integral
part of Bursa Malaysia Listing Rules, which requires all listed firms to disclose the extent of
compliance with MCCG. Our panel analysis of 440 firms from 1999 to 2002 finds that the
corporate governance reform in Malaysia has been successful, with a significant
improvement in governance practices. The relationship between ownership by Employees
Provident Fund (EPF) and corporate governance has strengthened in periods subsequent to
the reform, in line with the lead role taken by EPF in establishing the Minority Shareholders
Watchdog Group. The implementation of MCCG has a substantial effect on shareholders’
wealth, increasing stock prices by an average of about 4.8%. Although there is no evidence
that politically connected firms perform better, political connection has a significantly
negative effect on corporate governance, which is mitigated by institutional ownership.
Key words: Corporate Governance; Institutional Investors; Stock Performance; Political
Connection JEL classifications: G21, G22, G23, G32, G34. We would like to thank Agnes Cheng, David Emanuel, Jerry Bowman, an anonymous referee, the associate editor (Bin Srinidhi) and participants at JCAE Symposium and seminar at University of Auckland for helpful comments.
# Corresponding author: Department of Accounting and Finance, The University of Auckland Private Bag 92019 Auckland, New Zealand. Ph: +64 9 373 7599. Email: [email protected]
1.0 Research Aims
The 1997/98 Asian financial crisis exposed a number of poor corporate
governance practices in Malaysia. Although not unique to this country,
companies suffer from over-leveraging (Fraser et al., 2006); lack of transparency, (financial)
disclosure and accountability (Mitton, 2002); poor legal protection of minority investors
against expropriation by corporate insiders (Claessens et al., 1999); and allegations of
cronyism (Johnson and Mitton, 2003). These matters have been exacerbated by a lack of
corporate takeovers in Malaysia, helped by an extensive network of politically connected
companies (Faccio et al., 2006; Mohamad et al., 2006). Furthermore, acts of shareholder
activism by local institutional shareholders have been rare (Claessens and Fan, 2002).
Although these problems are not easy to solve, the Finance Committee on Corporate
Governance (FCCG) in Malaysia recognizes that improved disclosure practices together with
increased institutional shareholder activism are at the heart of establishing good corporate
governance. In 1999, FCCG made two important recommendations. The first is the
establishment of the Malaysian Code on Corporate Governance (MCCG), which identifies a
framework for best practices in corporate governance. The second is the establishment of the
Minority Shareholders Watchdog Group (MSWG), whose main objective is “to monitor and
combat abuses by insiders against the minority” (FCCG, Chapter 6 paragraph 9.1).
In 2001, the first recommendation of MCCG became an integral part of the (revamped)
Bursa Malaysia Listing Rules. Although compliance with best practices is voluntary, the
listing rules require firms to state in their annual report the extent of their compliance with an
explanation for any departure.1 In August 2000, MSWG was incorporated with five
1 While we note that annual reports of all firms listed on Bursa Malaysia are required to be audited, we cannot
rule out the possibility that the actual extent of compliance with best practices may differ from that disclosed in
1
founding members representing the major institutional investors in Malaysia.2 In carrying
out its role as an independent minority shareholder watchdog group, MSWG is responsible
for encouraging proactive shareholder participation in publicly listed companies. In this
respect, the group aims to harness the strength of large institutional investors to monitor and
institute changes in the companies they invest in. In particular, MCCG (Part 4 paragraphs
4.80 to 4.84) states “institutional shareholders have a responsibility to make considered use
of their votes” and “…should encourage direct contact with companies including
constructive communication with both senior management and board members about
performance, corporate governance and other matters affecting shareholder interest.”
In light of the above events, this study has three major aims. First, we examine the
extent of compliance of Malaysian companies with MCCG. The 2006 Institutional
Shareholders Services (ISS) Global Institutional Investor Study notes that compliance with
regulatory requirements provided the catalyst for increased importance of corporate
governance in recent years, with investors seeing corporate governance as not just an
externally imposed obligation, but an ownership responsibility or the “right thing to do”.
Corporate governance issues and activities have also been increasingly transformed into
competitive and portfolio advantages with investors perceiving corporate governance as a
competitive necessity “just to get in the game”. Consistent with this, we predict corporate
governance of Malaysian firms has improved as a result of MCCG.
Our second objective is to examine how institutional ownership is related to firms’
corporate governance practices, and whether this relationship is strengthened in periods the annual report. We thus assume that the extent of firms’ compliance with best practices is as stated in the
annual report.
2 The five founding members are Employees Provident Fund (EPF), Lembaga Tabung Angkatan Tentera
(LTAT), Permodalan Nasional Berhad (PNB), Lembaga Tabung Haji (LTH) and National Social Security
Organisation of Malaysia (SOCSO).
2
subsequent to the corporate governance reform. The increased awareness of the role of
institutional investors globally (Gillan and Starks, 2003) and the emergence of institutional
investors as fiduciary capitalism (Hawley and Williams, 1997) put pressure on institutional
investors to improve firms’ corporate governance. Since institutional investors hold a
substantial amount of equity, they are expected to play a more participative role in the firm.3
Therefore, we predict that institutional ownership is positively related to firms’ corporate
governance practices, and that this relationship is strengthened in periods subsequent to the
establishment of MSWG.
Finally, we investigate the impact of MCCG on stock performance in Malaysia. The
2002 survey by McKinsey and Company4 shows that 82 percent of Asian institutional
investors perceived corporate governance to be at least equally important as financial issues
in evaluating which companies to invest in. In particular, institutional investors in Malaysia
were willing to pay up to 22 percent premium for well-governed firms. The “codes of best
practices” suggested by MCCG are essentially aimed at improving board independence,
transparency and accountability to the company’s shareholders and other stakeholders, and
the effectiveness of the board in fulfilling both its conformance and performance functions.
Since these help to alleviate the agency problem by monitoring and controlling the
3 The participative role can be divided into (i) internal, where institutional investors take an active role in the
day-to-day management of the firm by having a representative on the board of directors and other committees
(audit, nomination and remuneration); and (ii) external, where institutional investors pressure firms by means of
litigation, media pressure, private negotiations, shareholders proposals and proxy voting.
4 McKinsey and Company’s Global Investor Opinion Survey was undertaken between April and May 2002 in
cooperation with the Global Corporate Governance Forum. Responses were received from over 200
institutional investors in 31 countries in Asia, Europe, Latin America, Middle East, Africa and North America,
which collectively are responsible for some USD 2 trillion of assets under management.
3
opportunistic behaviour of management (Jensen and Meckling, 1976), we expect better
governed firms have better stock performance than poorly governed ones.
Our study is based on a final sample of 440 firms listed on Bursa Malaysia from 1999
to 2002, representing 78 percent of all firms listed on the Main Board in 2002. As expected,
there is a significant improvement in corporate governance after the implementation of
MCCG, irrespective of the method we use to calibrate corporate governance.
Consistent with our prediction, institutional ownership is positively related to corporate
governance. Further analysis shows that this is driven mainly by the ownership of pressure
insensitive investors,5 thus supporting investors’ heterogeneity as an important factor in
determining firms’ corporate governance practices. Of the members of MSWG, it is only for
Employees Provident Fund (EPF) that we find the relationship between institutional
ownership and corporate governance strengthened in periods subsequent to the corporate
governance reform.
Stock performance is positively and significantly related to corporate governance, in
line with past studies (Klapper and Love, 2004; Durnev and Kim, 2005). After the
integration of MCCG into Bursa Malaysia Listing Rules in 2001, stock price performance
increased by an average of about 5%. This suggests that the corporate governance reform has
been successful and well received by the market.
A unique characteristic of Malaysia that we also exploit in this study is her political
economy, which has an effect on how firms are being run externally (based on political
intervention)6 and internally (based on ethnicity). In Malaysia, politically connected firms 5 Pressure insensitive investors are institutional investors that do not have any business relationship with the
firms (Brickley et al., 1988). See later in Section 3.0.
6 Faccio et al. (2006) document that from 1997 to 2002, the number of politically connected firms in Malaysia is
81, second to the United Kingdom with 118 politically connected firms. Considering the size of the capital
market, the proportion of politically-connected firms is thus staggeringly high in Malaysia.
4
are not necessarily owned by the state, but they are identified as favoured firms by the ruling
government (Gul, 2006). For example, in documenting the practice of cronyism during the
Asian financial crisis, Johnson and Mitton (2003) note that the capital control restriction
imposed by the Malaysian government in 1998 helped firms that were politically connected
to the then Prime Minister to outperform firms that were politically connected to his ex-
deputy.
Despite the strong and well-documented political connection in Malaysia (Johnson and
Mitton, 2003; Faccio et al., 2006), we find no evidence of a link between political connection
and stock performance. Instead, we find strong evidence that political connection has a
negative impact on corporate governance, consistent with past findings that political
connection is an important determinant of corporate transparency (Ball et al., 2003; Bushman
et al., 2004). It is also consistent with the 2002 McKinsey Emerging Market Policymaker
Opinion Survey on Corporate Governance, which reports politicians as one of the major
obstacles to corporate governance reforms. However, our results show that the negative
association between political connection and corporate governance is mitigated by
institutional ownership.
An important factor that has shaped Malaysia’s capital market is the close identification
between racial and economic functions (Gomez and Jomo, 1999). Ethnicity7 has shaped how
the country and business are run externally, through political means (Mohamad et al., 2006),
and internally, through cultural values (Haniffa and Cooke, 2002). Our results show that
although the proportion of Bumiputera directors on the board does not catalyze stock
7 The three main ethnic groups in Malaysia are Bumiputeras, Chinese and Indians. As at 2004, Malaysia has a
population of about 22.97 million people, of which 65 percent are Bumiputeras, 26 percent Chinese, 8 percent
Indians and 1 percent others (Department of Statistics Malaysia).
5
performance, as previously argued by Tan (2004), it is positively related to corporate
governance.
In the next section, we provide a description of the Malaysian institutional framework
followed by research methods and data in Section 3. Our results are discussed in Section 4
and Section 5 concludes.
2.0 Institutional Background
2.1 Malaysian Code on Corporate Governance (MCCG)
MCCG is largely derived from the recommendations of the Cadbury Report (1992)
and the Hampel Report (1998) in the United Kingdom, although MCCG tends to be more
regulatory driven (Ow-Yong and Guan, 2000). The recommendations set out in MCCG are
prescriptive in nature and fall under four main parts: Part (1) principles; Part (2) best
practices; Part (3) exhortations to other participants; and Part (4) explanatory notes.
Part (1) principles address four main issues: board of directors, directors’ remuneration,
shareholders, and accountability and audit. A narrative statement in the annual report of how
the relevant principles have been applied is perceived sufficient disclosure for investors to
assess the firms. Part (2) best practices provide a set of guidelines or practices relating to the
board of directors and accountability and audit to assist firms in designing their approach to
corporate governance. Compliance is voluntary but firms are required to state in their annual
reports the extent of their compliance with an explanation for any departure. Part (3)
exhortations to other participants are addressed primarily to institutional investors and
auditors to enhance their role in corporate governance. Part (4) explanatory notes provide
further explanation of the three parts mentioned above. However, unlike Part (2) best
practices, Part (4) guidelines on explanatory notes do not require firms to justify departures
from best practices.
6
2.2 Institutional Investors in Malaysia
As at 2003, total institutional shareholdings in Malaysia stood at about 13% of the total
market capitalisation of Bursa Malaysia. Although relatively low compared to those in
developed countries, institutional shareholdings in Malaysia are high compared to most other
nations in the region. This is a primary consequence of the 1970 New Economic Policy
(NEP), which uses Malaysia’s institutional investors as a tool to reduce equity ownership
imbalance between the various ethnic groups through increasing Bumiputera equity
ownership in the capital market (Gomez and Jomo, 1999; Tan, 2004).
The five largest public institutional investors, all members of MSWG, are two pension
funds (Employees Provident Fund (EPF) and Lembaga Tabung Angkatan Tentera (LTAT)),
an investment fund (Permodalan Nasional Berhad (PNB)), a pilgrim fund (Lembaga Tabung
Haji (LTH)) and an insurance company (National Social Security Organization of Malaysia
(SOCSO)). Collectively, their shareholdings represent about 70 percent of total institutional
shareholdings in firms listed on the Bursa Malaysia’s Main Board.
EPF, established in 1951, is the world’s first mandatory national pension fund for
private sector employees. As Malaysia’s largest contractual savings institution, EPF is both a
crucial financial intermediary, providing a key source of long-term investment capital, and a
central pillar of the country’s social policy and social security system. EPF’s investment
portfolio is mandated by the Malaysian law, requiring it to invest 70 percent of its funds in
Malaysian Government Securities, while investment in domestic equity market cannot
exceed 25 percent. As of 2004, EPF managed an investment portfolio of Malaysian equities
worth almost RM 50 billion (www.kwsp.gov.my).
The next major institutional investor is PNB. Established in 1972, PNB is Malaysia’s
first unit trust (“ownership-in-trust”) set up to encourage savings by Bumiputeras. It started
with a single unit trust called Amanah Saham Nasional (ASN) but now has multiple unit
7
trusts that cater for all groups of people such as youths (e.g., Amanah Saham Didik) and non-
Bumiputeras (e.g., Amanah Saham Malaysia). As at the end of 2003, PNB managed over
RM 15 billion worth of public and private equity in Malaysia, representing about two-thirds
of its total investment (www.pnb.com.my).
Established in August 1972, LTAT serves as a superannuation fund8 for the Armed
Forces of Malaysia. Similar to EPF, its objectives are to provide retirement and other
benefits to members of the Armed Forces (compulsory contributors) and to enable officers
and mobilised members of the volunteer forces in the service to participate in a savings
scheme.
LTH was established in 1962 with the aim of encouraging Malaysian Moslems to
save for journey to Mecca for pilgrimage. LTH’s role has evolved over time, from a mere
saving depository to providing Malaysian Moslems some returns on their investment. Like
other major institutional investors, LTH’s investment advisory board includes Islamic
scholars who must make sure that all investments are in accordance with syariah.9
Lastly, SOCSO was set up in 1971 to provide employment injury and invalidity pension
schemes to Malaysian workers. It is a “compulsory” insurance scheme for workers (both
government and private) in Malaysia.
8 Under the superannuation scheme, serving members of the other ranks in the Armed Forces are required to
contribute 10% of their monthly salary to LTAT with the government as employer contributing 15%. For
officers, participation is voluntary and the contributions are a minimum of RM 25 with a maximum of RM 200
monthly (www.ltat.org.my).
9 Syariah refers to the body of Islamic law. It is the legal framework within which public and some private
aspects of life are regulated for those living in a legal system based on Moslem principles of jurisprudence. For
example, Moslems are not permitted to be involved in gambling or any contracts involving future predictions or
uncertainty.
8
The Board and Investment Panel of Malaysia’s major institutional investors are
appointed by and report directly to the Ministry of Finance, with Bumiputeras typically
holding the position of the Chair of the board (Asher, 2001; Norhashim and Abdul Aziz,
2005).10 Coupled with the government’s development goals, this seriously constrains the
investment choices of Malaysia’s public institutional investors (Thillainathan, 2000),11 which
are heavily biased towards Bumiputera-run corporations (Norhashim and Abdul Aziz, 2005).
Constraints in investment choices also limit the exit route for these institutional investors in
relation to underperforming equities.
3.0 Research Methods and Data
3.1 Research Methods
To test the research objectives outlined in Section 1.0, we run the following two basic
regression models, which respectively has corporate governance index and firm performance
as the dependent variable:
CGINDEXit = REFORMit + OWNINSTit + OWNINSTit×REFORMi + control variables (1)
ROR_MADJit = REFORMit + CGINDEXit + ∆CGINDEXit + control variables (2)
10 For EPF, the investment panel comprises a Chairman, a representative of the Ministry of Finance, a
representative of the Central Bank and three individuals with expertise in finance and investment.
11 An example is the 2001 gradual takeover of Malaysian Airline System (MAS) from Naluri Berhad by two
main government-run institutional investors, Kumpulan Wang Amanah Pencen and Bank Simpanan Nasional.
Although this may be construed as a pure political bailout, others may see this takeover as an important national
obligation as there were speculations of a foreign takeover of MAS. In 2004, the offer by EPF to take control of
the financial group Rashid Hussain was perceived as another state-arranged banking merger to strengthen banks
ahead of further liberalisation in 2007 when competition from foreign banks is expected to intensify.
9
where for firm i at time t, CGINDEXit and ∆CGINDEXit are respectively the level and change
in the corporate governance index; REFORMit is a dummy that takes a value of one for the
post-2001 (MCCG) period and zero otherwise; OWNINSTit is institutional ownership; and
ROR_MADJit is stock performance.
Since the data are pooled across firms from 1999 to 2002, a panel analysis is used. We
use period seemingly unrelated regressions (SUR) to handle both heteroskedasticity and
contemporaneous correlations in the residuals for a given cross-section. For each test
variable, all observations lying below the first and above the 99th percentiles of the
distribution are censored.
Our first research aim requires us to test whether corporate governance practices of
Malaysian firms have improved as a result of MCCG. In the regression with corporate
governance (CGINDEX) as the dependent variable, we include the period indicator REFORM
and predict it to have a positive sign.
To test our second objective, we include the following two variables in the corporate
governance regression (equation (1)): institutional ownership (OWNINST) and its interaction
with the REFORM dummy (OWNINST×REFORM). A positive coefficient on both variables
would support the prediction that institutional investors utilise the strategy of giving
corporate governance advice to firms and that this strategy has intensified in periods
subsequent to the establishment of MSWG.
To investigate the impact of MCCG on stock performance in Malaysia, which is our
third objective, we include REFORM in equation (2) with stock performance as the
dependent variable. A positive estimate coefficient on REFORM would suggest an
improvement in stock performance subsequent to MCCG. Since stock performance could
change due to many other reasons unrelated to MCCG, we include CGINDEX and
∆CGINDEX. Both are expected to have a positive sign, in line with our prediction that better
10
governed firms and firms with an improvement in their corporate governance practices have
better stock performance.
We also capitalize on the unique political economy of Malaysia by testing whether
political connection (POLITIC) is related to corporate governance and stock performance.
To test whether ethnicity is an important determinant of stock performance and corporate
governance in Malaysia, we include the percentage of Bumiputera directors on the board
(BUMI) in the tests.
In both equations, we include other control variables which past studies have found to
be significant. In the regression with corporate governance as the dependent variable, we
include both the current (ROR_MADJ) and lagged stock performance (ROR_MADJ(-1)) to
test whether there is a lead-lag relationship between corporate governance and stock
performance. We hypothesize that in a properly functioning corporate governance system,
firms respond to poor stock performance by improving their corporate governance. In turn,
this should lead to improved stock performance.
We also control for audit quality (AUDIT) since higher quality auditors are more likely
to ensure greater transparency and to eliminate mistakes in financial statements because they
have a greater reputation to hold (Dye, 1993). Therefore, clients of higher quality auditors
have better corporate governance. Whether a firm has an American Depository Receipt
(ADR) or not is another determinant of corporate governance since ADR firms are associated
with greater disclosure and transparency (Coffee, 1999). So is the proportion of intangible
assets to total assets (INTANG). Because intangible assets are harder to manage and easier to
steal relative to tangible assets (Durnev and Kim, 2005), it is more necessary for firms with
high intangible assets to adopt stricter governance standards.
In the regression with stock performance as the dependent variable, we control for
institutional ownership (OWNINST), which past studies have found to be related to firm
11
performance (Del Guercio, 1996; Woidtke, 2002). Firms’ growth prospects (MTBV) is
another important determinant because if growth prospects are at least partially impounded in
stock prices, growth firms will have a higher market value relative to assets-in-place. This
suggests a positive relationship between growth prospects and stock performance. Demsetz
and Lehn (1985) argue that accounting profits reflect year-to-year fluctuations in underlying
business conditions and are thus an important determinant of share returns. The accounting
rate of return examined in this study is the return on assets (ROA), which measures the capital
intensity of the firm and how many dollars of earnings are derived from each dollar of assets
the firm controls.
Control variables common to both the governance and stock performance regressions
are market risk (MKTRISK); managerial ownership (MANOWN); firm size (ASSETS); and
leverage (DEBT). Industry dummies are also included in the tests to control for industry
effects.
3.2 Sample and Measurement
This study is based on a sample of 440 firms listed on the Main Board of Bursa
Malaysia from 1999 to 2002, giving us a total of 1760 firm-year observations. Data on
institutional ownership and corporate governance variables were hand-collected from annual
reports available on Bursa Malaysia website (www.bursamalaysia.com) and Mergent Online
database. Financial and stock price data were extracted from DataStream.
Unlike other studies which concentrate on just a few corporate governance features
such as duality and board independence, we examine a wider group of governance features
and condense them into one single measure.12 The corporate governance index (CGINDEX)
12 The use of indices in evaluating a firm’s governance structure has become a popular methodological approach
in measuring the overall quality of compliance with a comprehensive set of governance-related
12
is constructed using the 30 provisions of MCCG, which we classify into two groups, as
shown in the appendix. The first group (MCCG_PT2) relates primarily to compliance with
Part 2 of MCCG, best practices. The second group (MCCG_PT4) relates to the disclosure of
governance practices recommended in Part 4 of MCCG, explanatory notes. MCCG_PT2 and
MCCG_PT4 comprise 16 and 14 governance provisions respectively. The approach of
scoring is additive, giving a measure of CGINDEX for firm i based on an equally weighting
scheme used for the two parts:
1002
4_2_×
+= ii
iPTMCCGPTMCCG
CGINDEX
where ∑ ==
16
11612_
j jXPTMCCG and ∑ ==
14
11414_
j jYPTMCCG . Here, Xj and Yj are
equal to 1 if the jth governance provision is adhered to and 0 if it is not so that
0 ≤ CGINDEXi ≤100. We compute the governance measure for each of the four years of our
study period.
We also use MCCG_PT2 and MCCG_PT4 separately as alternative measures of
corporate governance in our tests. Additionally, we compute QUALITY and QUANTITY
measures of corporate governance. The former relates to the quality of governance practices
and consists of provisions that relate mainly to the independence of the board of directors
while the latter focuses on the number of corporate governance provisions that are disclosed
by a firm. Since our measures of corporate governance are highly correlated with each other
(the correlation coefficient is about 0.7 and better), we focus mainly on the composite
measure CGINDEX in subsequent analysis.
recommendations. Examples are the Standard and Poor 500, the CLSA (Credit Lyonnais Securities Asia) and
the ISS Corporate Governance Quotient.
13
Stock performance (ROR_MADJ) is measured by the continuously compounded annual
market-adjusted share returns based on the December (year-end) share prices and Bursa
Malaysia’s Composite Index.
We measure institutional ownership (OWNINST) as the percentage shareholdings by the
top five institutional investors in a firm. We include only the top five institutional investors
since their shareholdings capture reasonably well the level of effectiveness in monitoring a
firm (Cornett et al., 2007). Since institutional investors are not necessarily a homogenous
group, possessing the same investment strategies, monitoring techniques and desired
outcomes from their monitoring activities, we classify them into three separate groups
(Brickley et al., 1988; Bushee, 2001; Cornett et al., 2007). INSENSITIVE institutional
investors have no known business relationship with the firm and are immune to pressure to
comply with management decisions. Examples are pension funds and state-owned
institutional investors. SENSITIVE institutional investors, on the other hand, have a business
relationship with the firm. Afraid of losing business, they will succumb to management
decision and abide by it. Insurance firms, banks and other financial intermediaries fall into
this group. INDETERMINATE institutional investors are those that do not fall into either of
the first two categories.
We also measure institutional ownership as the percentage shareholding by each of the
five members of MSWG (i.e., EPF, PNB, LTAT, LTH and SOCSO) as well as their
cumulative percentage shareholdings (MSWG). These measures allow us to test whether or
not the percentage ownership of MSWG members, either individually or collectively, is
positively related to the corporate governance of sample firms.
14
To identify politically connected firms, we use data from three main sources: Mohamad
et al. (2006); Johnson and Mitton (2003); and the Khazanah Berhad13 website
(www.khazanah.com.my). POLITIC takes a value of one for firms that have been identified
to have political connection and zero otherwise. BUMI is measured by the percentage of
Bumiputera directors on the board.
We proxy audit quality (AUDIT) using the traditional Big 5 vs. non-Big 5 dichotomy
(Reed et al., 2000). ADR is a binary variable taking a value of one for firms with ADR
facilities and zero otherwise. INTANG is measured by the proportion of intangible assets to
total assets and growth prospects (MTBV) is measured by market to book value of equity. The
return on assets (ROA) is the ratio of earnings to total assets. Market risk (MKTRISK) is
measured as the beta coefficient obtained from a regression of monthly stock returns on
corresponding monthly market returns from 1995-2002 inclusive. We measure managerial
ownership (MANOWN) by the percentage shareholding by directors. Firm size (ASSETS) is
measured by total assets and leverage (DEBT) by total book value of debt divided by total
equity.
Table 1 describes sample firms’ characteristics. Over the sample period, CGINDEX
averages 38.87 and ranges widely from 0 to 79.91. This wide variation is also echoed in the
alternative measures of corporate governance. Firms score more than twice as high in the
QUALITY than in the QUANTITY aspect of the governance provisions, suggesting that firms
are more likely to comply with provisions that relate to the independence of the board of
directors rather than to the number of corporate governance provisions disclosed. 13 Khazanah Nasional Berhad is the investment holding arm of the Malaysian government to manage its
commercial assets. It is the trustee to the nation’s financial assets. Its objectives are to promote economic
growth and make strategic investments on behalf of the government which would contribute towards nation
building. Khazanah was incorporated in September 1993 and began operations in 1994. It is structured into a
holding company that is a wholly entity of the Ministry of Finance.
15
{Table 1}
The mean (median) percentage shareholding of institutional investors (OWNINST) is
12.58% (5.65%), with the highest proportion held by insensitive investors (mean=6.97% and
median=2.05%). The average (median) shareholding of the five MSWG members (MSWG)
is 8.63% (3.77%), with a maximum of 84.16%.14 Of the members, EPF is the biggest player
in terms of the average proportion of shares held (8.38%), followed by LTAT (4.14%).
The average stock performance (ROR_MADJ) of sample firms is -9.4%. This is not
surprising considering that the sample period is shortly after the 1997/8 Asian financial crisis,
when many firms recorded negative earnings performance.15 The average debt to equity
ratio (DEBT) is 47.7% (median 28.6%), lower than that in many developed countries. About
22 percent of sample firms are politically connected (POLITIC) and an average 46 percent of
board members are Bumiputeras (BUMI). The average (median) percentage shareholding by
directors (MANOWN) is 7.37% (0.41%). About 69 percent of the sample firms are audited
by a Big 5 auditor (AUDIT) while just 2 percent of the firms have American Depository
Receipts (ADR).
4.0 Results
4.1 Univariate
Table 2 reports univariate results of differences in corporate governance, institutional
ownership and firm characteristics in periods before and after the 2001 corporate governance
reform brought about by MCCG. Not surprisingly, there is a significant improvement in the 14 Although the objective of MSWG is to represent minority shareholders by protecting minority interest,
members of the MSWG are not necessarily the minority shareholders themselves.
15 The minimum ROA is -164%, as indicated in Table 1. To ensure that our results are not driven by these
negative earnings observations, we rerun the tests on a sample of firms with non-negative earnings. The results
do not change the thrust of our findings.
16
corporate governance practices of Malaysian firms, irrespective of the method used to
measure corporate governance. The median value of CGINDEX, for example, in the pre-
2001 period almost triples after 2001 (from 19.64 to 53.13). In 2002, the top three
CGINDEX-scoring firms are Asia Pacific Land Berhad, KPJ Healthcare and Kim Hin
Industries with scores of 79.91, 76.63 and 76.63 respectively. Amongst the government-
linked firms, Tenaga Nasional Berhad has the highest CGINDEX score of 69.64, while
Malaysian Airline System is a close second at 66.52 percent. Edaran Otomobil Berhad, a
company set up by the government to enhance the selling of Proton, the national car, and
Telekom, the national telecommunication company, are close behind at 66.07 percent. This
shows that government-linked firms do comply with MCCG and can have above average
corporate governance scores.
{Table 2}
Looking at the alternative measures, we note that compliance with the best practices
(MCCG_P2) has increased two-fold (the median has increased from 31.25 to 62.50) after the
reform, while disclosure of governance practices recommended in explanatory notes
(MCCG_P4) has increased more than 3 times (the median has increased from 14.28 to
50.00). The largest increase is observed for QUANTITY, relating to the number of corporate
governance provisions disclosed, whose median has increased four-fold from 9.52 to 42.86.
In comparison, the median score on QUALITY, relating to the independence of the board of
directors, has improved by about 50%, from 55.56 to 88.89.
Whilst the median institutional shareholding (OWNINST) has remained steady at about
6%, the median cumulative shareholding of the five MSWG members (MSWG) has increased
significantly after 2001, from 2.66% to 3.53%. MSWG members who experience a
significant increase in their shareholdings are EPF, PNB and SOCSO. The rest of the table
17
shows a significant drop in growth potential (MTBV), return on assets (ROA), leverage
(DEBT) and market risk (MKTRISK) after 2001.
Focusing on the 30 individual constituents of CGINDEX in Table 3, Malaysian
companies scored high prior to 2001 on the following six governance provisions: separation
of the Chairman and CEO posts (BOD_001), board independence (BOD_002), independence
of audit and nomination committees (AA_001 and NOM_004), CEO not sitting on the
remuneration committee (REM_003) and disclosure of board appointments (SHA_001B).
This suggests that some best practices were already widely adopted well before the 2001
reform.
{Table 3}
Of the remaining 24 provisions that scored low prior to 2001, 14 showed sizeable
improvements, including disclosures of directors’ remuneration (REM_008), current
appointments of directors (BOD_009) and their relationship with the company or other board
members (BOD_007), directors’ experience and educational background (BOD_010),
directors on remuneration and nomination committees (REM_002 and NOM_002), a
statement of internal control (AA_003), individual members’ attendance at audit committee
meetings (AA_005), frequency of board meetings (BOD_003), whether the CEO sits on the
nomination committee (NOM_003), the existence of a remuneration and nomination
committee (REM_001 and NOM_001) and independence of the remuneration committee
(REM_004).
Post 2001, Malaysian firms’ disclosure practices remained opaque on the following:
disclosure on components and details of directors remuneration scheme (REM_008A and
REM_008B), delegation and separation of duties among directors (BOD_008), methods of
board appointment (NOM_009), recommendations made by the nomination and remuneration
committees (NOM_008 and REM_009), material contracts with major shareholders
18
(SHA_001A), investor relations (SHA_002) and activities by the audit committee (AA_002).
This suggests that sizable improvements on these more sensitive disclosure items remain to
be made.
4.2 Multivariate
The main drawback of univariate tests is that they examine only one variable at a time.
To the extent that the independent variables do interact with each other in affecting the
dependent variable, multivariate tests are more appropriate. This is the focus of this section.
We use the three measures of corporate governance in all the tests. As expected from the
high correlations between them, similar results are found. For brevity, we report only the
results for CGINDEX.
We first examine the determinants of corporate governance, as captured by CGINDEX
in Table 4. Consistent with the univariate results, the significantly positive coefficient on
REFORM confirms a significant improvement in corporate governance (an increase in the
disclosure of about 10 governance provisions) subsequent to the reform in 2001. This result
is robust to the inclusion of control variables.
The results also show a significantly positive relationship between institutional
ownership (OWNINST) and CGINDEX, which disappears once we control for its interaction
with political connection (POLITIC×OWNINST). Consistent with our prediction,
institutional investors with no business relationship with the firm (INSENSITIVE) have
greater incentives and ability to monitor the firm (Brickley et al., 1988; Cornett et al., 2007).
This also supports the notion that INSENSITIVE institutional investors perform a fiduciary
duty to their contributors (Hawley and Williams, 1997). Focusing on the ownership of
MSWG members, the results show that the total shareholding (MSWG) is insignificant. So is
19
the ownership by EPF. Although not reported, we find similar results for the remaining four
MSWG members.
{Table 4}
Looking at the interaction between the various measures of institutional ownership and
the regulatory reform dummy, only EPF×REFORM is significant. Therefore, the positive
relationship between the shareholdings of EPF and corporate governance is increased
significantly after 2001, with the establishment of MSWG.16 This is consistent with the lead
role that EPF has taken in establishing MSWG.
The results show that only ROR_MADJ(-1) is significant, suggesting that better past
stock performance is related to better corporate governance. This suggests that firms may
decide to adopt good governance after a period of good performance. As expected, firms
with high intangible assets (INTANG) have better corporate governance to prevent misuse
and misappropriation of these assets. So have firms with higher market risk (MKTRISK).
Interestingly, CGINDEX is negatively and significantly related to POLITIC. This
finding is consistent with Ball et al. (2003) and Bushman et al. (2004), who respectively
argue that politically connected firms have lower financial reporting quality and
transparency. It also suggests that politically connected firms are more secretive than their
non-politically counterparts. Perhaps they can well afford to do as politically connected
firms are favoured by the government (Johnson and Mitton, 2003; Gul, 2006) and can use
this means to secure economic dealings or loans from financial institutions. Given their less
reliance on external equity funds, politically connected firms may pay less attention to
improving their corporate governance practices.
16 To date, EPF is the only member of the MSWG that has set up its own in-house unit to research and supervise
the corporate governance of its investments (http://www.mswg.org.my).
20
The coefficient on the interaction variable POLITIC×OWNINST is positive and
statistically significant, suggesting that the positive relationship between institutional
ownership and corporate governance is stronger for politically connected firms, possibly
because of their larger shareholdings.17 In particular, we note that the interaction variable
with the share ownership by MSWG members (POLITIC×MSWG) is significant. This result
suggests that the top 5 institutional investors and MSWG members are more effective in
improving corporate governance of politically connected firms than in non-connected firms,
thus mitigating the negative effect of political connection on corporate governance.
BUMI is positive and mostly significant, implying that firms with a higher proportion of
Bumiputera directors on the board have a higher CGINDEX. This finding is contrary to the
Hofstede-Gray framework of Haniffa and Cooke (2002), which suggests that Bumiputeras
are relatively more secretive, compared to the Chinese. Since high secrecy implies lower
disclosure, our results suggest that Bumiputera directors are less secretive and are more
willing to inform investors about firms’ governance structure.
Next, we examine the determinants of stock performance in Table 5. The results show
that stock performance is positively and significantly related to both the integration of
MCCG into Bursa Malaysia Listing Rules in 2001 (REFORM) and the level and change in
CGINDEX.18 These results remain intact when various control variables are introduced into
the model. Therefore, firms with good corporate governance practices perform significantly
better than poorly governed firms, consistent with our prediction and past studies (Klapper
and Love, 2004; Durnev and Kim, 2005). Firms that have improved their corporate 17 The average (median) institutional ownership for politically connected firms is 16.79% (7.29%), which is
significantly higher than the 11.40% (5.44%) for politically independent firms. Significant differences between
politically connected and unconnected firms are also observed for the ownership of MSWG members.
18 We do not include both CGINDEX and REFORM together in the same equation as they are highly correlated
with each other.
21
governance provisions also perform better, as indicated by ∆CGINDEX. In regression 4, the
estimated coefficient on ∆CGINDEX is 0.155. Based on an average increase in CGINDEX of
30.99 subsequent to the reform (see Table 2), the direct impact of MCCG on stock
performance is thus around 4.8% (=30.99×0.155).19
{Table 5}
Table 5 shows no relationship between institutional ownership and stock performance,
even after accounting for heterogeneity in institutional investors. We find similar results for
the percentage ownership by MSWG members, either collectively or individually. For
efficiency, we report only the results for EPF.
As expected, ROA is positive and mostly significant, connoting that a higher
accounting rate of return is associated with better stock performance. The estimated
coefficient on ASSETS is positive and generally significant, suggesting that larger firms,
which are more able to diversify their risk, perform better than smaller firms (Ghosh, 2001).
There is also some evidence that firms with higher leverage (DEBT) perform poorer.
However, no evidence is found to support market risk (MKT_RISK) and managerial
ownership (MANOWN) as determinants of stock performance.
We also do not find support for Tan’s (2004) argument that Bumiputera directors
(BUMI) enhance stock performance by means of their connections and ability to secure
contracts with the government. Contrary to Mohammad et al. (2006) and Johnson and
Mitton (2003), our measure of political connection (POLITIC) is also insignificant, perhaps
because the effect of political connection on stock return is fully anticipated.
19 This estimate depends on the validity of the model and the assumption that all the change in CGINDEX is due
to MCCG alone.
22
5.0 Conclusion
In 2001, Malaysia experienced two important events which have significant
implications for firms’ corporate governance in that country. The first is the integration of
MCCG as part of Bursa Malaysia Listing Rules and the second is the establishment of
MSWG, which emphasizes an increased monitoring role of institutional investors. Based on
a sample of 440 firms listed on Bursa Malaysia over a period that encompasses the regulatory
change in corporate governance (1999-2003), we find a significant improvement in corporate
governance subsequent to the governance reform. The implementation of MCCG has been
well received by the market, increasing stock price performance by an average of about
4.8%.
Of the MSWG members, it is only for EPF that we find the relationship between
institutional ownership and corporate governance strengthened in periods subsequent to
MCCG. This is consistent with the lead role that EPF has taken in establishing MSWG. We
also find the relationship between institutional ownership and corporate governance is
sensitive to the heterogeneity in institutional investors, with the ownership of only insensitive
investors significant in explaining corporate governance.
A unique characteristic of Malaysia, which we also exploit in this study, is her large
number of politically connected firms. Politically connected firms are found to have weaker
corporate governance in place than politically independent firms, in line with Ball et al.
(2003) and Bushman et al. (2004). The negative effect of political connection on corporate
governance is however mitigated by institutional ownership. Contrary to past studies
(Johnson and Mitton, 2003; Mohamad et al., 2006), we do not find any relationship between
political connection and stock performance.
We also examine the unique ethnicity background of Malaysia in relation to corporate
governance and stock performance. The results show that the proportion of Bumiputera
23
directors on the board is positively associated with corporate governance but unrelated to
stock performance. The former suggests a shift in Bumiputera directors from being secretive
(Haniffa and Cooke, 2002) to becoming more open in informing investors about firms’
governance structure. Our results are robust to various variable specifications and sampling
issues.
24
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27
Appendix Constituents of corporate governance index (CGINDEX)
MCCG_PT2 (based on Part 2 of MCCG) References BOD_001 Does the company split the Chairman and CEO/Managing Director posts? Sect AA Par II BOD_002
Does the company comply with MCCG recommendation on the proportion of independent directors on the board?
Sect AA Par III
BOD_003 Is the frequency of board of directors’ meetings disclosed? Sect AA, Par XIV NOM_001 Does the company have a nomination committee? Sect AA, Par VIII NOM_004 Are the majority of directors on the nomination committee independent? Sect AA Par VIII NOM_003 Does the CEO not sit on the nomination committee? Sect AA Par VIII NOM_008 Does the company disclose recommendations made by the nomination committee? Sect AA Par VIII NOM_009 Does the company disclose methods of board appointments? Sect AA Par X REM_001 Does the company have a remuneration committee? Sect AA Par XXIV REM_002 Is the list of remuneration committee members disclosed? Sect AA Par XXIV REM_003 Does the CEO not sit on the remuneration committee? Sect AA Par XXIV REM_004 Are the majority of directors on the remuneration committee independent? Sect AA Par XXIV REM_009 Does the company disclose recommendations made by the remuneration committee? Sect AA Par XXIV AA_001 Are the majority of directors on the audit committee independent? Sect BB Par I AA_002 Does the company disclose activities carried out by the audit committee? Sect BB Par II AA_003 Does the company disclose a statement on internal control? Sect BB Par VII MCCG_PT4 (based on Part 4 of MCCG) BOD_007
Does the company disclose relationships that directors have with the company or other board members?
Sect AA Par 4.23
BOD_008 Does the company disclose delegation and separation of duties among directors? Sect AA Par 4.19-4.20 BOD_009 Does the company disclose current appointments of directors? Sect AA Par 4.42 BOD_010 Does the company disclose directors’ experience and education background? Sect AA Par 4.22 NOM_002 Is the list of the nomination committee members disclosed? Sect AA Par 4.34 NOM_005 Is the frequency of nomination committee meetings disclosed? Sect AA Par 4.34 REM_008 Does the company disclose directors’ remuneration? Sect B Par 4.6 REM_008A Does the company disclose components of the remuneration scheme of directors? Sect B Par 4.8 REM_008B Does the company disclose details of individual remuneration scheme of directors? Sect B Par 4.10 SHA_001 Does the company disclose affiliations with major shareholders? Sect CC Par 4.70 SHA_001A Does the company disclose material contracts with major shareholders? Sect CC Par 4.69-4.78 SHA_001B Does the company disclose board appointments? Sect CC Par 4.70 SHA_002 Does the company disclose investor relations? Sect BB, Par 4.80 AA_005 Does the company disclose individual members’ attendance at audit committee meetings? Sect BB Par 4.64
28
Table 1 Descriptive statistics of 440 sample Malaysian firms, 1999-2002
CGINDEX is a composite measure of the Malaysian Code on Corporate Governance (MCCG). MCCG_PT2 is a composite measure of corporate governance based on Part 2 of MCCG, which requires firms to explain and provide alternative practices adopted when departing from best practices. MCCG_PT4 is a composite measure of corporate governance based on Part 4 of MCCG, which provides explanatory notes to the principles and best practises. QUALITY and QUANTITY are respectively the quality and quantity of governance provisions based on MCCG. OWNINST is the percentage shareholdings by the top 5 institutional investors. INSENSITIVE, SENSITIVE and INDETERMINATE are the percentage shareholdings by respectively pressure insensitive, sensitive and indeterminate institutional investors. MSWG is the total percentage shareholdings by the five MSWG members; the shareholding of each of the members is denoted by the abbreviations of their name (i.e., EPF, PNB, LTAT, LTH and SOCSO). ROR_MADJ is the continuously compounded annual market-adjusted returns. MTBV is market to book value of equity. ROA is earnings divided by total assets. ADR takes the value of 1 if the firm has American Depository Receipts and zero otherwise. AUDIT takes the value of 1 for Big 5 auditors and zero otherwise. INTANG is total intangible assets over total assets (ASSETS). DEBT is total debt over total equity. MANOWN is total directors’ shareholdings. MKTRISK is systematic risk (beta). POLITIC takes the value of 1 for politically connected firms and zero otherwise. BUMI is the percentage of Bumiputera directors on the board.
Mean Median Maximum Minimum Std. Dev. Panel A: Corporate governance CGINDEX 38.870 36.607 79.911 0.000 18.379 MCCG_PT2 44.812 31.250 87.500 0.000 19.457 MCCG_PT4 32.982 35.714 78.571 0.000 19.344 QUALITY 65.846 55.556 100.000 0.000 22.170 QUANTITY 27.935 28.571 71.429 0.000 18.572 Panel B: Institutional ownership OWNINST 12.579 5.654 90.553 0.000 18.159 INSENSITIVE 6.972 2.047 78.566 0.000 13.364 SENSITIVE 1.191 0.000 74.254 0.000 3.963 INDETERMINATE 4.416 0.000 75.269 0.000 10.825 MSWG 8.634 3.765 84.156 0.000 13.973 EPF 8.379 3.032 63.025 0.000 4.751 PNB 2.378 0.000 75.269 0.000 10.628 LTAT 4.136 0.000 74.545 0.000 5.738 LTH 0.939 0.000 29.713 0.000 3.123 SOCSO 0.866 0.000 2.944 0.000 0.221 Panel C: Firm characteristics ROR_MADJ -9.395 -7.655 164.524 -149.39 34.979 MTBV 1.378 0.980 18.830 -15.650 1.903 ROA 4.870 4.427 140.162 -164.020 12.500 ADR 0.022 0.000 1.000 0.000 0.145 AUDIT 0.693 1.000 1.000 0.000 0.461 INTANG (million) 494 0.094 2,700 0.000 202 ASSETS (million) 2,620 580 91,185 3.626 805 DEBT 0.477 0.286 8.718 -6.338 0.845 MANOWN 7.366 0.413 78.256 0.000 14.151 MKTRISK 1.126 1.128 3.045 0.126 0.355 POLITIC 0.219 0.000 1.000 0.000 0.413 BUMI 0.459 0.400 1.000 0.000 0.275
Table 2 Univariate analysis of differences in corporate governance, institutional ownership and firm
characteristics in the pre- and post-MCCG periods for 440 Malaysian firms, 1999-2002 CGINDEX is a composite measure of the Malaysian Code on Corporate Governance (MCCG). MCCG_PT2 is a composite measure of corporate governance based on Part 2 of MCCG, which requires firms to explain and provide alternative practices adopted when departing from best practices. MCCG_PT4 is a composite measure of corporate governance based on Part 4 of MCCG, which provides explanatory notes to the principles and best practises. QUALITY and QUANTITY are respectively the quality and quantity of governance provisions based on MCCG. OWNINST is the percentage shareholdings by the top 5 institutional investors. INSENSITIVE, SENSITIVE and INDETERMINATE are the percentage shareholdings by respectively pressure insensitive, sensitive and indeterminate institutional investors. MSWG is the total percentage shareholdings by the five MSWG members; the shareholding of each of the members is denoted by the abbreviations of their name (i.e., EPF, PNB, LTAT, LTH and SOCSO). ROR_MADJ is the continuously compounded annual market-adjusted returns. MTBV is market to book value of equity. ROA is earnings divided by total assets. ADR takes the value of 1 if the firm has American Depository Receipts and zero otherwise. AUDIT takes the value of 1 for Big 5 auditors and zero otherwise. INTANG is total intangible assets over total assets (ASSETS). DEBT is total debt over total equity. MANOWN is total directors’ shareholdings. MKTRISK is systematic risk (beta). POLITIC takes the value of 1 for politically connected firms and zero otherwise. BUMI is the percentage of Bumiputera directors on the board. Significant p-values are in bolds.
1999-2000 2001-2002 p-value (Mann
Whitney) Mean Median Mean Median p-value
(t-test)
Panel A: Corporate governance CGINDEX 19.675 19.643 50.668 53.125 0.000 0.000 MCCG_P2 28.645 31.250 57.083 62.500 0.000 0.000 MCCG_P4 13.879 14.286 47.488 50.000 0.000 0.000 QUALITY 49.991 55.556 77.842 88.889 0.000 0.000 QUANTITY 9.676 9.524 41.792 42.857 0.000 0.000 Panel B: Institutional ownership OWNINST 12.653 5.622 12.653 5.684 0.857 0.431 INSENSITIVE 6.934 2.073 7.001 2.026 0.923 0.158 SENSITIVE 1.127 0.000 1.241 0.000 0.578 0.521 INDETERMINATE 4.423 0.000 4.411 0.000 0.983 0.422 MSWG 8.047 2.657 8.652 3.531 0.393 0.006 EPF 2.194 0.000 2.530 0.414 0.162 0.004 PNB 3.937 0.000 4.301 0.000 0.499 0.030 LTAT 1.007 0.000 0.882 0.000 0.667 0.536 LTH 0.847 0.000 0.882 0.000 0.829 0.101 SOCSO 0.038 0.000 0.057 0.000 0.090 0.009 Panel C: Firm characteristics ROR_MADJ -15.138 -15.304 -4.809 -3.771 0.000 0.000 MTBV 1.654 1.200 1.149 0.840 0.000 0.000 ROA 5.747 5.035 4.144 4.094 0.011 0.005 ADR 0.022 0.000 0.021 0.000 0.836 0.836 AUDIT 0.711 1.000 0.679 1.000 0.185 0.185 INTANG(million) 49.620 0.239 49.250 0.000 0.972 0.631 ASSETS (million) 3030 622 2890 513 0.793 0.018 DEBT 0.584 0.313 0.388 0.259 0.000 0.001 MANOWN 6.795 0.280 7.840 0.594 0.145 0.000 MKTRISK 1.144 1.141 1.111 1.115 0.061 0.070 POLITIC 0.236 0.000 0.204 0.000 0.121 0.121 BUMI 0.462 0.400 0.457 0.380 0.718 0.698
30
Table 3 Univariate analysis of differences in constituents of CGINDEX in the pre- and post-MCCG
periods for 440 Malaysian firms, 1999-2002 CGINDEX is a composite measure of the Malaysian Code on Corporate Governance (MCCG). MCCG_PT2 is a composite measure of corporate governance based on Part 2 of MCCG, which requires firms to explain and provide alternative practices adopted when departing from best practices. MCCG_PT4 is a composite measure of corporate governance based on Part 4 of MCCG, which provides further best practices and explanatory notes to the principles and best practises. BOD is board of director, NOM is nomination committee, REM is remuneration committee, AA is audit committee, and SHA is shareholders communication. Significant p-values are in bolds.
1999-2000 2001-2002
Mean Median Mean Median p-value (t-test)
p-value (Mann Whitney)
Panel A: MCCG_PT2 BOD_001 0.707 1.000 0.733 1.000 0.240 0.240 BOD_002 0.860 1.000 0.918 1.000 0.000 0.000 BOD_003 0.015 0.000 0.739 1.000 0.000 0.000 NOM_001 0.017 0.000 0.685 1.000 0.000 0.000 NOM_004 0.904 1.000 0.917 1.000 0.275 0.274 NOM_003 0.014 0.000 0.644 1.000 0.000 0.000 NOM_008 0.000 0.000 0.005 0.000 0.003 0.003 NOM_009 0.000 0.000 0.009 0.000 0.001 0.001 REM_001 0.020 0.000 0.689 1.000 0.000 0.000 REM_002 0.018 0.000 0.652 1.000 0.000 0.000 REM_003 0.977 1.000 0.866 1.000 0.000 0.000 REM_004 0.020 0.000 0.576 1.000 0.000 0.000 REM_009 0.000 0.000 0.002 0.000 0.034 0.034 AA_001 0.980 1.000 0.978 1.000 0.183 0.183 AA_002 0.044 0.000 0.278 0.000 0.000 0.000 AA_003 0.009 0.000 0.441 0.000 0.000 0.000 Panel B: MCCG_PT4 BOD_007 0.046 0.000 0.898 1.000 0.000 0.000 BOD_008 0.027 0.000 0.068 0.000 0.000 0.000 BOD_009 0.213 0.000 0.950 1.000 0.000 0.000 BOD_010 0.224 0.000 0.955 1.000 0.000 0.000 NOM_002 0.012 0.000 0.662 1.000 0.000 0.000 NOM_005 0.002 0.000 0.050 0.000 0.000 0.000 REM_008 0.117 0.000 0.728 1.000 0.000 0.000 REM_008A 0.000 0.000 0.023 0.000 0.000 0.000 REM_008B 0.003 0.000 0.066 0.000 0.000 0.000 SHA_001 0.402 0.000 0.560 1.000 0.000 0.000 SHA_001A 0.011 0.000 0.064 0.000 0.000 0.000 SHA_001B 0.869 1.000 0.899 1.000 0.180 0.180 SHA_002 0.000 0.000 0.022 0.000 0.000 0.000 AA_005 0.017 0.000 0.705 1.000 0.000 0.000
31
Table 4 Determinants of corporate governance for 440 Malaysian firms, 1999-2002
The dependent variable is CGINDEX, which is a composite measure of the Malaysian Code on Corporate Governance (MCCG). OWNINST is the percentage shareholdings by the top 5 institutional investors. INSENSITIVE, SENSITIVE and INDETERMINATE are the percentage shareholdings by respectively pressure insensitive, sensitive and indeterminate institutional investors. MSWG is the total percentage shareholdings by the five MSWG members. EPF is the percentage shareholding by Employees Provident Fund. REFORM takes a value of one for the post-2001 period and zero otherwise. ROR_MADJ and ROR_MADJ(-1) are respectively the continuously compounded annual market-adjusted returns. MTBV is market to book value of equity. ROA is earnings divided by total assets. ADR takes the value of 1 if the firm has American Depository Receipts and zero otherwise. AUDIT takes the value of 1 for Big 5 auditors and zero otherwise. INTANG is total intangible assets over total assets (ASSETS). DEBT is total debt over total equity. MANOWN is total directors’ shareholdings. MKTRISK is systematic risk (beta). POLITIC takes the value of 1 for politically connected firms and zero otherwise. BUMI is the percentage of Bumiputera directors on the board. Industry dummies are included but not reported. t-statistics are italicized. *, ** and *** denote significance at the 10%, 5% and 1% level respectively.
Regressions 1 2 3 4 5 6 REFORM 30.578 30.553 29.915 29.618 30.43 29.94 48.006*** 48.026*** 43.631*** 46.769*** 49.230*** 50.930*** OWNINST 0.057 0.028 0.028 3.188*** 1.292 1.090 OWNINST×REFORM 0.004 0.002 -0.002 0.130 0.078 -0.078 INSENSITIVE 0.070 1.982** SENSITIVE -0.040 -0.464 INDETERMINATE -0.022 -0.568 MSWG -0.001 -0.027 EPF 0.014 0.212 INSENSITIVE×REFORM 0.041 1.003 MSWG×REFORM 0.022 0.565 EPF×REFORM 0.270 2.565** ROR_MADJ -0.008 -0.008 0.000 0.000 -0.008 -0.008 -1.026 -1.101 0.022 -0.036 -1.100 -1.164 ROR_MADJ(-1) 0.021 0.021 0.021 0.022 2.244** 2.315** 2.286** 2.372** AUDIT 0.171 0.181 0.252 0.179 0.297 0.149 0.244 0.260 0.317 0.225 0.423 0.212 ADR 3.253 2.724 2.982 3.624 3.428 3.930 1.471 1.233 1.189 1.455 1.552 1.783* INTANG 9.287 10.592 11.078 10.941 9.863 10.151 1.781* 2.029** 1.955* 1.936* 1.882* 1.945* Ln(ASSETS) 0.029 -0.022 -0.086 -0.102 0.005 -0.047 0.125 -0.097 -0.322 -0.382 0.020 -0.203 DEBT -0.115 -0.084 0.084 0.211 -0.086 -0.002 -0.300 -0.220 0.167 0.413 -0.223 -0.006 MKTRISK 1.789 1.797 1.968 1.674 1.664 1.544 1.886* 1.904* 1.804* 1.532 1.753* 1.630
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Table 4 continued MANOWN 0.017 0.016 0.017 0.019 0.012 0.016 0.765 0.729 0.656 0.724 0.536 0.726 BUMI 1.839 1.927 2.800 2.698 2.650 2.486 1.412 1.486 1.885* 1.819* 2.109** 1.982** POLITIC -1.261 -2.584 -2.664 -2.093 -2.198 -2.188 -1.530 -2.636*** -2.295*** -1.877* -2.311*** -2.218*** POLITIC×OWNINST 0.094 0.094 2.415*** 2.018** POLITIC×INSENSITIVE 0.028 0.477 POLITIC×MSWG 0.108 2.063** POLITIC×EPF 0.202 1.284 CONSTANT 16.970 18.314 20.268 21.1400 17.671 19.150 3.275*** 3.529*** 3.372*** 3.521*** 3.387*** 3.668*** Adjusted R2 0.683 0.686 0.613 0.621 0.683 0.686 Cross sections included 431 431 427 427 431 431 Total panel observations 1412 1412 1164 1164 1412 1412
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Table 5 Regression results for stock performance for 440 Malaysian firms, 1999-2002
The dependent variable is ROR_MADJ, the continuously compounded annual percentage market-adjusted return. CGINDEX is a composite measure of the Malaysian Code on Corporate Governance (MCCG) and ∆CGINDEX is the annual change in CGINDEX. REFORM takes a value of one for the post-2001 period and zero otherwise. OWNINST is the percentage shareholdings by the top 5 institutional investors. INSENSITIVE, SENSITIVE and INDETERMINATE are the percentage shareholdings by respectively pressure insensitive, sensitive and indeterminate institutional investors. MSWG is the total percentage shareholdings by the five MSWG members. EPF is the percentage shareholding by Employees Provident Fund. MTBV is market to book value of equity. ROA is earnings divided by total assets. ADR takes the value of 1 if the firm has American Depository Receipts and zero otherwise. AUDIT takes the value of 1 for Big 5 auditors and zero otherwise. INTANG is total intangible assets over total assets (ASSETS). DEBT is total debt over total equity. MANOWN is total directors’ shareholdings. MKTRISK is systematic risk (beta). POLITIC takes the value of 1 for politically connected firms and zero otherwise. BUMI is the percentage of Bumiputera directors on the board. Industry dummies are included but not reported. t-statistics are italicized. *, ** and *** denote significance at the 10%, 5% and 1% level respectively.
Regressions 1 2 3 4 5 6 7 REFORM 11.121 19.220 5.945*** 6.868*** CGINDEX 0.213 0.289 0.214 0.213 0.212 4.302*** 4.079*** 4.316*** 4.298*** 4.265*** ∆CGINDEX 0.238 0.155 3.084*** 2.106** OWNINST -0.018 -0.010 -0.037 -0.021 -0.245 -0.137 -0.448 -0.260 INSENSITIVE 0.063 0.626 SENSITIVE -0.274
-1.061-0.030-0.315
-0.004
INDETERMINATE MSWG -0.041 EPF 0.054 0.227 MTBV -0.332 -0.160 0.215 0.733 -0.323 -0.321 -0.346 -0.611 -0.296 0.333 1.135 -0.596 -0.590 -0.634 ROA 0.147 0.176 0.130 0.159 0.151 0.147 0.151 1.707* 2.045** 1.319 1.627 1.752* 1.704* 1.751*
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Table 5 continued Ln(ASSETS) 1.167 1.255 0.858 1.008 1.179 1.132 1.121 1.671* 1.803* 1.057 1.258 1.693* 1.624 1.598 DEBT -1.670 -1.374 -3.393 -3.012 -1.442 -1.694 -1.515 -1.235 -1.017 -1.861* -1.673* -1.065 -1.252 -1.117 MKTRISK 1.142 1.934 -3.600 -2.202 0.721 1.331 1.097 0.390 0.663 -1.069 -0.661 0.245 0.454 0.373 MANOWN 0.015 0.014 -0.115 -0.115 0.016 0.018 0.020 0.212 0.208 -1.432 -1.463 0.235 0.260 0.291 BUMI -3.978 -3.590 -4.931 -4.564 -4.055 -4.362 -4.556 -1.021 -0.926 -1.109 -1.041 -1.041 -1.157 -1.206 POLITIC -3.093 -3.406 0.459 -0.433 -2.432 -3.294 -3.406 -1.031 -1.142 0.131 -0.125 -0.845 -1.143 -1.123 POLITIC×OWNINST 0.070 0.080 0.042 0.065 0.614 0.711 0.325 0.510 POLITIC×INSENSITIVE -0.009 -0.058 POLITIC×MSWG 0.123 0.835 POLITIC×EPF 0.330 0.682 CONSTANT -47.580 -48.830 -44.170 -49.791 -47.191 -46.880 -46.350 -2.978*** -3.081*** -2.378*** -2.725*** -2.960*** -2.943*** -2.892*** Adjusted R2 0.013 0.024 0.048 0.077 0.012 0.013 0.012 Cross sections 435 434 431 431 434 434 434 Total observations 1476 1468 1098 1098 1465 1465 1465
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