Long-run performance of public vs. private sector initial public offerings in Pakistan.
Rizwan, Muhammad Faisal ; Khan, Safi-Ullah
This paper examines the long- and the short-run share price
performance of industrial initial public offerings (IPOs) for
Pakistan's market for the period from 2000 to 2006. In particular,
it compares the stock price behaviour of privatisation IPOs and private
sector IPOs in Pakistan. By analysing a sample of 35 industrial IPOs, it
can be concluded that IPOs tend to outperform the market with a positive
initial market-adjusted return of 36.48 percent. This initial
under-pricing is consistent with the previous empirical studies on IPOs,
which consistently find the IPO's excess returns in the short-run.
The 2-year long-run aftermarket performance of all issues is negative
(-23.68 percent), while it is not only positive (12.69 percent) hut also
very large for privatisation IPOs when compared to the private sector
IPOs (-33.11 percent), even as both the values are not statistically
significant. The long-run performance of the public sector IPOs has been
remarkably better than the private sector IPOs in Pakistan's
market.
JEL classification: G18, G24, G38, K22, O16
Keywords: Long-run Performance, IPOs, Stock Price Behaviour, Stock
Returns, Underpricing, Privatisation Policy, Public Sector Enterprises
1. INTRODUCTION
The private sector had its major share in the economic development
of the country in the early years of its independence in the 1950s.
However, the private sector suffered a set back in the early 1970s, when
a huge process of nationalisation of a large number of private
industrial units was undertaken by the then government. Over the decades
these enterprises were not professionally managed and the political
influences in the management and running of these enterprises played
havoc with them and consequently the experiment proved to be a failure.
Attending to the weaknesses and inefficiencies inherent in the public
sector enterprises, privatisation was systematically initiated by the
then government in the early 1990s. Various privatisation commissions
were set up in subsequent years and the privatisation process got some
momentum during the present government and many large and profitable
firms were privatised in the last few years, particularly at a time when
the overall climate in the country was responsive and conducive for
investment. The government, however, privatised many enterprises through
public offerings on individual-case basis.
The objectives of this paper, therefore, are; first, to what degree
Privatisation Initial Public Offering's (IPOs henceforth) and
private sector IPOs differ in terms of under-pricing in Pakistan?
Second, to find out the reasons of the under-pricing of Privatisation
and private sector IPOs. Third, how can we compare the long-run
performance of Public and private sector IPOs?
In Pakistan, firms employ the fixed-price method to go public and
the shares are sold in lots with each lot consisting of 100, 200, 500 or
multiple of these lots. An investor can apply for only one lot at the
pre-announced subscription price. In case of over subscription of shares
by the investors, the company reserves the rights to over subscribe up
to a certain percentage of the pre-announced amount of equity. Empirical
evidence for the Pakistan stock market is generally scarce. Especially,
evidence on Pakistani Private sector IPOs is non-existent. Sohail and
Nasr (2007) is the only study, to our knowledge, to have been conducted
on the performance of IPOs in Pakistan, who investigated 50 IPOs during
the period 2001 to 2005 that subsequently listed on the Karachi stock
exchange. They find significant under pricing for Pakistani IPOs and
reported an average first day return of 35.66 percent for subscribers.
In analysing the longer-term performance of IPOs, Sohail and Nasr (2007)
found a buy (at the closing price of the listing day) and hold (to the
end of the twelfth month) strategy resulted in a mean 38.1 percent
return by using market adjusted model. Their study of new equity issues
in Pakistan market only examines initial performance and one-year long
run performance. The major advantage of our paper relative to Sohail and
Nasr (2007) is that the present. paper compares the performance of
privatisation IPOs with private sector IPOs with major focus on how much
government of Pakistan's privatisation program is successful and
how private sector IPOs have performed relative to private sector IPOs.
Moreover, this paper differs from Sohail and Nasr (2007) in several
other important aspects. In addressing long run performance, the present
study measures long run performance up to 2 years post listing to
facilitate comparison with the majority of previous studies conducted in
other markets. Given the relative small number and newness of the
phenomenon of IPOs in Pakistan, a full analysis of IPO performance in
the long and short run was not possible. However, a sort of preliminary
study to examine pricing of Pakistan IPOs and comparison of Public
sector IPOs and private sector IPOs in the short and long run is
described in the balance of the paper.
The results of the paper can be summarised as follows. First, the
empirical results provide evidence that is consistent with some previous
studies that document short-term excess returns associated with Initial
Public Offerings. Additionally, results indicate that public sector IPOs
are statistically significantly under priced more than the private
sector IPOs. Second, a multivariate cross-sectional analysis reveals
that, pure signalling models can not be used to explain the initial
stock returns of Pakistani Public and private sector IPOs. Third, the
initial excess returns of Public and private sector IPOs is positively
related to the firm size which shows that Government of Pakistan sold
large and wellknown enterprises at attractive issue prices for the
general investors. Fourth, the long run performance of public sector
IPOs has been remarkably better than the private sector IPOs in
Pakistan's market.
The remaining portion of the paper is organised as follows. Next
section briefly summarises the previous literature on the subject and
lists the hypotheses to be tested about the price behaviour of Public
and private sector IPOs. The third section describes the data and
methodology and discusses empirical results of the study and section
four concludes the paper.
2. LITERATURE REVIEW
(a) The Under-pricing of Privatisation IPOs and IPOs
Various empirical studies conducted on privately owned new issues
identified two main phenomena: Positive initial returns of firms going
public are under-priced and second, negative long-run under performance
or they tend to under-perform benchmark firms in the long run. The
extent of under pricing, though, has varied from study to study due to
the different number of IPOs that were issued, the methodology used and
time periods examined [Prasad, et al. (1995)]. Ritter (1984), for
instance, found average initial returns as high as 48 percent for a
15-month period. Tsangarakis (2004) finds on average large positive
returns for Grrek IPOs both in the short and the in the long-run. On the
other hand, Kendal and Stien (2004) document that the government IPOs is
not, on average, under-priced more than the privately owned IPOs for the
Australian market.
There are only few studies comparing the price behaviour and the
characteristics of Privatisation IPOs and private sector IPOs. These
studies find contrasting empirical evidence though. Choi and Nam (1998)
studied a large sample of 185 enterprises which were privatised in 30
markets and concluded that those privatisations IPOs were on average
more under priced than IPOs in the private sector.
Considering information asymmetry for UK privatisations, Meyah, et
al. (1990) proposed that UK privatisation should not possess
differential information because of large amount of prior knowledge
before going public. Contrary to their hypothesis, they found excess
returns that significantly exceeded private sector IPO returns for
initial and long run performance. Perotti and Guney (1993) found returns
of government sector IPOs greater than non-government IPO for eight
countries. Omran (2004) documents significant improvements in the
financial and operating performance of the newly privatised firms by the
Egyptian government during 1994 to 1998. On the other hand, Dewenter and
Malatesta (1997) do not find evidence that privatisations in the seven
countries, studied in the paper, tended to be under-priced more than the
privately owned IPOs. In line with this were the results reported by
Jelic and Briston (1999) for Hungarian and Easto and Pinder (1996) for
Australian Public sector IPOs. In contrast, Ausennege (2000) and Paudyal
et. al (1998) report higher mean initial return for public sector IPOs
as compared to privately-owned IPOs for Spain and Malaysia respectively.
According to the Asymmetric information theory, uncertainty
associated with the value of the firm is negatively related to the size
of the firm. As larger firms are better known to investors, they should
be easier to value and, therefore, should experience a lower initial
return, a sign of less under pricing. As Privatisation IPOs are expected
to be larger than private sector IPOs, this theory also indicates that
sector IPOs should be less underpriced as compared to the private sector
IPOs. We, therefore, test the following hypotheses:
[H.sub.01]: The initial mean market-adjusted return of
Privatisation IPOs in Pakistan, during the period under investigation,
is lower as compared to the returns for private sector IPOs.
[H.sub.02]: The larger firms are less underpriced than the smaller
firms; hence the initial market-adjusted return of large firms is
significantly lower as compared to returns of small firms for
Pakistan's Market.
Rittrer (1991) conclude that managers of the issuing firms have
superior information about the true value and the future prospects of
the offer than most of the outside investors. Ausennegg (2000) argues
that these signalling models imply that high quality firms sell, at the
time of the IPO, a low fraction of the share capital and purposely select an offer price below the intrinsic value in order to signal the
firm's quality to investors. This under-pricing is motivated by the
possibility that the firm may achieve higher prices in subsequent
offerings. The capital raised in future offering will more than
compensate for the initial under pricing. On the basis of the above
arguments, we test the following hypothesis:
[H.sub.03]: There is significant negative relationship, for
Pakistani IPOs, during the period under investigation, between the
initial market-adjusted return and the portion of the share capital sold
at time of the IPO.
(b) Long-run Performance of Privatisation IPOs and Private Sector
IPOs
The share price performance of the privatisation and
privately-owned IPOs in the long run have generally bee found to be
dissimilar in empirical studies. Evidence tends to supports the notion
that Private sector IPOs mainly experience a negative excess return over
the first three to four years of aftermarket trading, whereas
Privatisation IPOs mainly observe a better or an equal aftermarket
performance to that of benchmark firms. For example, Megginson, et al.
(2000) finds a significantly positive aftermarket performance for
privatisations using a large sample for 33 countries. Similar results
are reported by Jelic and Briston (1999) for Hungarian Privatisation
IPOs.
For a country like Pakistan where it has perused a rigorous
privatisation policy going public can be considered a recurring event
and it may sell many firms over the period of the time. A government
dedicated to the success of its privatisation policy will, therefore, be
interested in a good long-run performance with an objective to attract
investors for future new issues. The following hypotheses are,
therefore, tested for Pakistan's public sector IPOs:
[H.sub.04]: The long-run aftermarket share price performance, for
the period under investigation, is non-negative for Pakistan
Privatisation IPOs.
[H.sub.05]: The long-run abnormal performance is significantly
better for Privatisation IPOs in Pakistan, during the period under
investigation, than for private sector IPOs.
3. METHODOLOGY
The study uses data for the period from 2000 to 2006. The main
reason for using IPOs form 2000 to 2006 is that there were not many
initial public offerings prior to 2000 and, in fact, major privatisation
took place during this period. We include in our sample those companies
that offered shares to the general public through IPOs and exclude
companies, which generated equity through private placements. Moreover,
IPOs of mutual funds of any type were excluded from the sample. The
sample initially consisted of Eighty-Eight companies, which offered
shares to general public through IPOs during the time period selected
for the sample. Those companies, which came through mergers, and the
mutual funds, were excluded from the sample. Also, only those companies
were retained in the sample that has daily share price information
available for at least 2 years after initial public offerings.
Therefore, the final sample shrunk to 35 companies, seven of which are
privatisation IPOs and remaining 28 are from private sector IPOs. The
privatisation IPO companies are controlled by Government of Pakistan and
for majority of them 100 percent of the ownership were held by the
government prior to the issue. Table 1 presents details about
privatisation and private sector IPOs during each year of the sample
period.
Two main sources were used to collect the data for the sample.
First, Sample Company's IPO announcement history was sourced from
the online database of the Karachi Stock Exchange while the online data
base of Business recorder, Pakistan's premier financial daily, was
used to collect data on daily stock prices of the companies and the
KSE-100 Index, for a period of two years for each company beginning from
the formal enlisting on the Karachi Stock Exchange.
Short-term Share Price Performance
The objective of this paper is to analyse the price performance of
Pakistan IPOs both in the short-run as well as in the long run. By
short-run performance we mean the behaviour of the initial returns of
the IPOs, that is, the return realised in the interval from the offering
of the shares to the first trading day of the issue on the KSE. The
long-run performance refers to the price behaviour of the newly issued
shares beyond the day of their listing. In this study we analyse the
long run performance over a period of two years after the listing day.
We estimate simple (raw) returns as well as the market-adjusted returns
over the various selected intervals.
Following the methodology of Asussenegg (2000), the initial raw
return for IPOj is given by:
[BHR.sub.j] = [P.sub.j,1] - [P.sub.j,0] / [P.sub.j,0] (1)
Where BHRj stands for Buy-and-Hold Returns for a company j, Pj,o is
the issue price and Pj ,1 the closing price on the first trading day of
IPOj. The time index t=O refers to the first day of the subscription
period. These returns measure the relative wealth gain (loss) an
investor would have realised had he or she purchased an IPO at the
offering price and sold at the prevailing market price at the close of
the first trading day.
Market-adjusted (Excess) Initial Returns
Given the phenomenon that prices of individual stocks may move in
response to the movement of the overall market, it is necessary that we
also estimate market-adjusted returns for the same period that we used
to calculate the raw returns. The market adjusted return ([IR.sub.j])
for each IPOj is measured as the difference between initial raw return
(Buy-and-Hold Return for issue j) and the corresponding return on the
market index (KSE-100 Index) over the same period.
[IR.sub.j] = [BHR.sub.j] - [BHR.sub.kse,j] (2)
Similar to Equation (1) the Buy and Hold Returns for KSE-100 index
([BHR.sub.kse,j]) is calculated as:
[BHR.sub.kse,j] = [KSE.sub.j,1] - [KSE.sub.j,0]/ [KSE.sub.j,0] (3)
where KSE.sub.j,o represents the closing value of the KSE-100 Index
on the first day of the subscription period of IPO j and KSEj,1 is the
KSE-100 Index closing value at the close of the first trading day of the
IPO j.
Table 2 presents summary statistics of the raw (Panel A) and
market-adjusted initial returns (Panel B) for all three samples. Mean
return of 41.89 percent of initial raw returns shows that if investor
invests equal amount of money in each IPO at the issue price and selling
each IPO on its first trading day, he would have earned an average of
41.89 percent raw return on its investment. On the other hand, if the
investor had invested only in the privatisation IPOs, his or her
investment would have yielded 77.28 percent percent raw return on his
investment while the same strategy would have earned him 32.57 percent
raw return by investing only in the private sector IPOs of the sample
firms. These returns suggest that investor who subscribe to Pakistan
IPOs and pay the offer price realise substantial wealth gains by holding
these shares till the end of the first trading day.
Similar to initial raw returns, mean market-adjusted returns (Panel
B, Table 2) for all three samples are positive: 36.47 percent for all,
74.33 percent for privatisation IPOs and 26.67 percent for private
sector IPOs. These findings suggest that relative to the rest of the
market Pakistan IPO investors realised substantial wealth gains for
investors in case of initial market-adjusted returns.
All mean returns reported in Panel A and B of Table 2 are
significantly greater than zero at 5 percent significance level. Our
results are in line to the findings reported in Sohail and Nasr (2007)
for Pakistan's market and previous research in other markets (see
e.g, Aussenegg, 2000), Pakistan's privatisation IPOs as well as
private sectors IPOs are significantly under priced. Also, the results
show that PIPOs are more under priced than IPOs.
Difference of Means between Short-run Privatisation IPOs and
Private Sector IPOs Returns
Table 3 reports results for the Difference of Means between
Short-run PIPOs and IPOs Returns. As the Table 3 indicates that the
initial mean raw and market-adjusted returns of privatisation IPOs are
45.25 percent and 47.67 percent above those of private sector IPOs
respectively. The test statistic of 2.12 for initial market adjusted
return indicates that the difference between returns of PIPOs and IPOs
is statistically different from zero. However, test statistic of 1.91
for raw return difference is statistically insignificant. This indicates
that privatisation IPOs are statistically significantly under priced
more than the private sector IPOs. Hypothesis 1 which implies that the
initial market adjusted return of privatisation IPOs is lower than for
private sector IPOs, therefore, has to be rejected.
Multivariate Analysis
Following the methodology of Aussenegg (2000), the following
Ordinary Least Squares regression is performed on the data using initial
(or first-day) market adjusted returns as the dependent variable. The
market adjusted returns are calculated relative to KSE-100 Index.
[IR.sub.j] = [[beta].sub.0] + [[beta].sub.1] [F.sub.j] +
[[beta].sub.2] [Size.sub.j] + [[epsilon].sub.j] (4)
Where IRj is initial market-adjusted return of issue j, [F.sub.j]
stands for Portion of the share capital sold at the initial offer (for
[H.sub.03]), and Sizej is Logarithmic market value of issue j on the
first trading day (for [H.sub.02]).
Table 4 presents results for Equation (4). The coefficient [[beta].sub.1] is positive and significant for Pakistan's private
sector and Privatisation IPOs. This rejects the hypothesis 3, which
states that high quality firms sell less at the initial offer. The
results indicate that pure signalling theory is not applicable for
Pakistani privatisation and private sector IPOs. Secondly, the
coefficient [[beta].sub.2] (Size) is positive and significant which
indicates that larger firms experience higher initial excess returns or,
alternatively stated, higher under pricing. This contrasts to hypothesis
2. Results indicate that Government of Pakistan sold large and
well-known enterprises at a lower issue price. This is in line with the
government's commitment to generate support for its privatisation
program in particular by under pricing the state-owned enterprises, to
benefit retail investors and to help develop capital markets in general.
Overall, both the variables, the portion sold and size of the issue, are
able to explain some changes in the initial excess returns for
Pakistan's privatisations and private sector IPOs.
Tests for Long Term Performance
This section examines the aftermarket performance of privatisation
and private sector IPOs on the Karachi Stock Exchange by testing
hypotheses 4, and 5 related to IPO's long-term performance. As
stated earlier, long-run performance refers to the price behavior of the
newly issued shares beyond the day of their listing. We estimate the
simple (raw) returns by comparing the closing price of each IPO at the
first trading day to the closing price at the end of each interval (one
week, 2 weeks, 1 year and 2 years) (1). To calculate the post-listing
performance of IPOs, buy-and-hold returns are calculated for each issue
by the following equation:
[MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII] (5)
Where BHRj,T stands for buy-and-hold returns for a company j at
time t, Rj,t is the return of IPO j in period t and t=2 represents the
second trading day in the after market. T = 1 week, 2 weeks, 1 year and
2 years.
These returns measure the relative wealth gain (loss) of an
investor who purchased an IPO at the market price of the first trading
day and sold it at the end of the respective interval. From an investor
point of view, these returns can indicate whether the opportunities for
profits from investing in Pak IPOs extend to late buyers of IPO or are
exhausted at the time of the public offering.
Market Adjusted (Excess) Returns
To calculate the abnormal performance of IPO after the first
trading day in the market, KSE-100 (value-weighted) index is used in
this paper as a benchmark. Similar to Equation (5), the Buy-and-Hold
Return of the KSE-100 Index for IPO j (BHRkse,j ,t) is calculated as:
[MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII] (6)
Rkse, j ,t is the return on KSE-100 Index in period t where t =2
indicates the second trading day of the IPO in the market.
Abnormal buy-and-hold returns (ABHRs) are used in the paper to
measure the market-adjusted performance. To calculate the
market-adjusted returns, we simply subtract the market return from the
simple return of each respective interval. ABHRs are thus defined by the
following equation:
[ABHR.sub.j,T] = [BHR.sub.j,T] - [BHR.sub.kse,j,T] (7)
Table 5 presents aftermarket performance for All IPOs, PIPOs and
IPOs. Panel A refers to the raw returns whereas panel B refers to the
market-adjusted (excess) returns. Column 1 shows different
specifications of the returns, column 2 the average and median returns
for each interval for the whole sample, column 3 and 4 the average and
median returns for PIPOs and IPOs respectively. As shown in Table 5, the
average simple (raw) returns one week and two weeks after listing is
1.56 percent and -3.11 percent respectively. The negative average simple
returns for two weeks interval indicate that investing in Pak IPOs by
buying after the offering period is not a profitable strategy, at least,
in the short run. For the intervals of 12 and 24 months after listing,
the average simple returns are 30.68 percent and 68.87 percent
respectively. As shown by many such other studies [see e.g., Aussenegg
(2000)], the short run aftermarket performance (for the first one and
two weeks) is not statistically significant. The Annual Buy-and-Hold
return over the first two weeks for a sample of all issues is -5.24
percent. Similarly, we observe negative short run (one week and two week
period returns) abnormal returns for privatisation as well as private
sector IPOs. The statistically insignificant short-run results show that
the after market is quite efficient, and most prices adjust reasonably
quickly when trading begins in the shares of the company. This implies
that for Pakistan's IPOs there is full price adjustment in the
short run. The long run aftermarket performance for the first two years
shows some differences among the three samples.
An Investor who bought the shares of the IPO at the closing price
on the first trading day in the market and held it for one year, earned
mean and median excess returns of 11.26 percent and 14.61 percent
respectively. The average excess returns corresponds to -23.68 percent
for holding period of two years. In contrast, the two-year long-run
performance of privatisation IPOs is not only positive (12.69 percent)
but also very large when compared with the mean return of private sector
IPOs, which is negative (-33.11 percent), though both the values are not
significant. The hypothesis 4 (long-run non-negative PIPOs performance)
can therefore, be accepted on the basis of above results.
The positive long run performance of Pakistan's privatisation
IPOs, which has been remarkably better than the private sector IPOs in
Pakistan's market, is indication for a market-oriented government.
Privatisation IPOs provide significant mean (raw) 2-year return of
109.70 percent. This is almost two times higher than the average returns
of private sector IPOs. Like Privatisation IPOs, private sector IPOs
also experience statistically significant unadjusted average returns for
the first two years. The mean ABHR is -31.11 percent (Table 5).
Pakistani private sector IPOs therefore, tend to under perform in the
long run. This is in contrast to the long run performance of
privatisation IPOs that out perform the market in the long run with mean
excess return of 12.69 percent, though it is statistically insignificant
(Table 5).
Hypothesis 5 states that Pakistan's PIPOs experience better
long run abnormal performance than their private sector IPOs. The
results for hypothesis are reported in Table 6. The table reveals that
the 2-year abnormal performance difference (difference in ABHRs) is
positive (45.79 percent) but statistically insignificant. Therefore, we
reject hypothesis 5. This result is in line with findings for Malaysia
[see e.g, Paudayal, et. al (1998)] and Poland [Aussenegg (2000)].
4. CONCLUSION
This paper examines the short and long run price behaviour of
Privatisation and private sector IPOs in Pakistan. Privatisation process
in Pakistan got tremendous boost and momentum during the Musharaf regime
and many large and profitable firms were privatised in the last few
years, particularly at a time when the overall climate in the country
was responsive and conducive for investment. The government, however,
privatised many firms through public offerings on an individual case
basis.
The study uses data for the period from 2000 to 2006 as major
privatisation took place during this period. Short and long run IPO
performances were measured and examined in the context of privatisation
and private sector IPOs. Empirical results of this study indicate that
privatisation IPOs are statistically significantly under priced more
than the private sector IPOs in the short run. The difference between
mean market-adjusted returns of Public sector and private sector IPOs is
statistically different from zero. [H.sub.01] was, therefore, rejected.
A multivariate cross-sectional analysis reveals that, pure signaling
models can not be used to explain the initial excess returns of
Pakistani Public and private sector IPOs. One plausible explanation for
this result might be that, given a higher political uncertainty, a
government may be tempted to selling a large portion to transfer control
rights credibly. This was the case when government of Pakistan sold 26
percent stake in Pakistan Telecommunication, a telecom giant in Pakistan
and also transferred control rights with the sale. Secondly, the initial
excess return of all IPOs has positive relation with firm size which
indicates that larger firms experience higher initial excess returns.
Results indicate that Government of Pakistan sold big and well-known
enterprises at a lower issue price. This is in line with the
government's commitment to generate support for its privatisation
program in particular and to develop capital markets in general. A
positive long run price performance of Pakistan's public sector
IPOs is indication for a market-oriented government. The long-run share
price performance of public sector IPOs has been remarkably better than
the private sector IPOs in Pakistan's market.
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Ritter, J. R. (1984) The Long-run Performance of Initial Public
Offerings. Journal of Finance 46: (March), 3-27.
Sohail, M. K. and M. Nasir (2007) Performance of Initial Public
Offerings in Pakistan: International Review of Business Research Papers
3:2, 420-441.
(1) Same methodology was also followed by Aussenegg (2000).
Muhammad Faisal Rizwan <rizwan_faisal2000@yahoo.com> is based
at the GC University, Faisalabad, Pakistan. Safi-ullah Khan <safiullah75@yahoo.com> is based at Kohat University of Science
and Technology, NWFP, Pakistan.
Table 1
Years All PIPOs IPOs
2000 3 0 3
2002 4 1 3
2003 3 1 2
2004 10 2 8
2005 13 2 11
2006 2 1 1
Total 35 7 28
Note: All stands for number of issues per year for the
sample, PIPOs stands for Privatisation Initial Public
Offerings and IPOs stands for Initial Public Offerings for
private sector firms.
Table 2
Descriptive Summary Statistics of Initial (Short-term) Pakistani
PIPOs and IPOs Returns from 2000 to 2006
Initial Raw Return
Panel: A
All PIPOs IPOs
Mean 41.89 * 77.828 * 32.573 *
t-statistic 4.20 2.64 5.19
Median 21.302 68.333 10
Maximum 270.736 131 270.736
Minimum -20.435 37.4 -20.435
Std. Dev. 58.104 29.934 60.335
Observations 35.00 7 28
Initial Market-Adjusted Return
Panel: B
All PIPOs IPOs
Mean 36.476 * 74.332 * 26.662 *
t-statistic 3.81 5.36 2.46
Median 15.567 75.519 7.87
Maximum 240.353 134.376 240.353
Minimum -23.765 36.825 -23.765
Std. Dev. 55.765 36.665 56.133
Observations 35 7 28
Note: All stands for number of issues per year for the
sample, PIPOs stands for Privatisation Initial Public
Offerings and IPOs stands for Initial Public Offerings for
private sector firms. All the values are in percentages. The
* indicates significance at 5 percent level.
Table 3
Difference of Means between Short-run PIPOs
and IPOs Returns
Panel A:
Difference between Raw PIPOs Mean
and IPOs Raw Returns
Initial Raw Return 45.26
t-statistic 1.91
p-values 0.07
Panel B:
Difference between Market- Mean
adjusted PIPOs and IPOs Returns
Initial Market-adjusted Return 47.67
t-statistic 2.12
p-values 0.04
Note: Returns are in percentages. In panel A it is tested
whether the difference in the mean initial returns between
PIPOs and private sector IPOs are significantly different
from zero. In panel B it is tested whether the difference in
the mean market-adjusted between PIPOs and IPOs are
statistically different from zero.
Table 4
Multivariate Cross-sectional Regression Analysis for initial Excess
Returns for the Whole Sample
Model: [IR.sub.j] = [[beta].sub.0] + [[beta].sub.1] [F.sub.j] +
[[beta].sub.2][Size.sub.j] + [[epsilon].sub.j]
F-statistic 11.741
Prob. (F-statistic) 0.000
R-squared 0.43 Adjusted R-squared 0.39
Variable Coefficient t-statistic Prob.
[[beta].sub.1] (Fraction) 421.54 2.85 0.01
[[beta].sub.2] (Size) 32.77 4.67 0.00
[[beta].sub.0] -760.39 -4.27 0.00
Table 5
Aftermarket Performance
(2) (3)
All PIPOs
(1)
Period Mean Median Mean
Panel A: Simple (Raw) Returns
BHR 1 Week 1.56 0.34 -2.73
(0.82) (-1.02)
2 Weeks -3.11 -2.1 -4.35
(-0.79) (-0.64)
1 Year 30.68 -9.17 31.08
(2.05) (1.58)
2 Years 63.87 13.05 109.7
(3.23) (2.8)
KSE 1 Week 0.92 0.96 -0.4
(1.05) (-0.31)
2 Weeks 2.12 3.04 1.64
(2.25) (0.68)
1 Year 41.94 42.74 45.69
(7.76) (5.5)
2 Years 87.55 77.27 97.02
(8.43) (4.77)
Panel B: Market-adjusted (Excess) Returns
ABHR 1 Week 0.64 1.07 -2.33
(0.34) (-1.08)
2 Weeks -5.24 -3.89 -5.99
(-1.37) (-0.9)
1 Year -11.26 -53.49 -14.61
(-0.78) (0.89)
2 Years -23.68 -45.98 12.69
(-1.26) (0.52)
(3) (4)
PIPOs IPOs
(1)
Period Median Mean Median
Panel A: Simple (Raw) Returns
BHR 1 Week 0.29 2.67 0.39
(1.19)
2 Weeks -6.44 -2.79 -1.64
(-0.59)
1 Year 51.87 30.57 -19
(1.67)
2 Years 138.81 51.98 1.91
(2.31)
KSE 1 Week -0.54 1.27 1.85
(1.21)
2 Weeks 4.36 2.25 2.88
(2.17)
1 Year 44.03 40.97 41.16
(6.29)
2 Years 99.8 85.09 77.27
(7.03)
Panel B: Market-adjusted (Excess) Returns
ABHR 1 Week 1.16 1.41 0.98
(0.61)
2 Weeks -2.44 -5.04 -4.29
(-1.11)
1 Year -2.81 -10.4 -59.84
(-0.58)
2 Years 19.77 -33.11 -56.82
(-1.46)
Note: BHR stands for buy-and-hold raw return, KSE represents
KSE-100 Index returns and ABHR stands for Abnormal buy-and-
hold returns calculated by Equation (7). 'All' stands for
all IPO sample issues, PIPO represents privatisation Initial
Public Offerings, IPOs stands for public sector Initial
Public Offerings. BHR are calculated by Equation (5). All
mean and median values are in percentages. T-stat in
parenthesis
Table 6
Test for Differences in the Long-run Aftermarket Performance
Difference between Privatisation IPOs and Private Sector
IPOs (PIPOs minus IPOs)
BHR ABHR
Period Issues
1 Year 0.5071 -4.21359
t-statistic 0.013502 0.116052
p-values 0.989311 0.908337
2 Years 57.7216 45.7964
t-statistic 1.187912 0.984663
p-values 0.243611 0.332176
Note: This table provides mean differences between privation
IPOs and private sector IPOs (PIPOs minus IPOs) for buy-
and-hold (BHRs) and abnormal buy-and-hold returns (ABHRs).