Abstract
This study examines equity mutual funds in Pakistan within bull and bear market contexts. It traces the evolution and significance of mutual funds, particularly their adoption by investors for retirement and financial goals. Despite a substantial presence of open-ended and closed-ended mutual funds, Pakistan's mutual fund industry remains comparatively small on a global scale. Equity mutual funds, focused on stocks, appeal to young investors seeking higher returns with moderate risk. These funds enable risk diversification and effective portfolio management by experienced professionals. While small investors benefit from equity funds, their performance is subject to public scrutiny due to robust regulatory oversight. This research sheds light on equity mutual funds' role in Pakistan's financial landscape, emphasizing their importance in providing accessible and diversified investment options for a range of investors.
Key Words
Pakistani Equity Mutual Funds, Bull and Bear Market, Stocks, Finance, Financial Goals
Introduction
This research delves into the realm of equity mutual funds in Pakistan, analyzing their performance during both bullish and bearish market trends. To commence, we embark on a journey through the historical evolution of mutual funds and their significance within Pakistan. Over the course of time, numerous investors have progressively embraced mutual funds as a means to secure their retirement and financial aspirations. Across various nations, mutual funds have emerged as a prevailing avenue for investment, their allure stemming from the abundance of data accessible to investors. The allure of mutual funds can be attributed to three primary advantages extended to investors. Firstly, they mitigate the hazards inherent in stock market investments through diversification. Secondly, expert management by seasoned professionals in the stock market enhances their appeal. Thirdly, by pooling speculative resources, mutual funds empower small-scale investors to hold a diversified range of assets.
In the domain of investments, equity mutual funds, commonly referred to as stock funds, channel their resources into equities, or stocks. Inclined toward superior returns with controlled risk, younger investors have exhibited a preference for stock funds over conventional options such as bond funds and money market funds. The inception of Mutual Funds in Pakistan traces back to 1962, marked by the public launch of NIT (National Investment Trust), an open-end mutual fund. Subsequently, the establishment of ICP (Investment Corporation of Pakistan) in 1966 introduced a series of close-ended mutual funds, later split into two segments in June 2000 before being privatized. In the private sector, there are presently forty-three open-ended and twenty-two closed-ended mutual funds. Nonetheless, when juxtaposed on a global scale, Pakistan's mutual fund industry remains relatively modest. According to Khorana et al. (2005), Pakistan's mutual fund assets comprise only 1.33% of primary securities, contrasting with figures of 3.7% for India, 4.0% for Malaysia, 20.3% for Hong Kong, and 16.5% for South Korea. These statistics underscore the significant growth potential within Pakistan's mutual fund industry.
A mutual fund functions as a collective investment mechanism, specialized in aggregating funds from multiple investors to invest in various securities like stocks, bonds, and money market instruments. The fund's portfolio is meticulously designed and managed to align with the investment objectives outlined in its prospectus. One of the principal merits of mutual funds is their provision of access to proficiently managed, diversified portfolios of equities, bonds, and other securities, which would otherwise be challenging or unfeasible to construct with limited capital. The returns generated and capital appreciation witnessed are shared among unit holders proportionally. Open-ended fund units are issued and can be acquired or redeemed based on the fund's current net asset value (NAV) per unit. Conversely, closed-end funds are listed on stock exchanges, offering tradability. For investors with limited financial expertise or capital, equity mutual funds present an excellent investment avenue. Their intrinsic features, such as risk reduction through portfolio diversification and relatively low capital requirements for acquiring shares, render them suitable investments for the majority of individuals. Achieving a similar level of risk reduction through direct stock ownership necessitates substantial investment capital. The pooling of resources from smaller investors enables equity funds to diversify effectively without imposing daunting capital prerequisites on each investor. The valuation of an equity fund hinges on its net asset value (NAV) minus liabilities. A heightened level of diversification in a fund's portfolio diminishes the adverse impact of individual stock price fluctuations on the fund's overall performance and share price. Skilled portfolio managers oversee equity funds, and their historical performance is subject to public scrutiny. Regulatory oversight from the federal government guarantees transparency and stringent reporting standards for equity funds.
Literature Review
The mutual funds industry holds a pivotal role in fostering the growth of a country's financial markets. These funds channel investments into a wide spectrum of financial arenas, including stocks, money, debt, commodities, and currency markets. In developing nations, mutual funds serve as a robust foundation for financial markets that would otherwise struggle due to limited awareness among small investors about the intricacies of the financial landscape. An interesting example is observed in Malaysia, where the long-term relationship between unit trust funds and the Kuala Lumpur Composite Index (KLCI) displays significant differences. In the short term, unit trust funds are influenced by KLCI, as noted by Low (2017).
The performance of closed-end mutual funds in Pakistan has consistently exceeded the benchmark level, as highlighted by Bilawal (2016). However, divergent results are apparent in the case of other emerging markets, such as Portugal, where mutual fund managers exhibit limited positive selectivity skills and timing abilities (Cortez, 2016). Notably, Islamic mutual funds have demonstrated effective implementation of their benchmarks, unlike conventional mutual funds (Zia, 2015). The performance of mutual funds is intricately tied to the characteristics of a country; those situated in nations with high stock market liquidity and robust legal institutions exhibit enhanced performance, as discussed by Ferreira (2013). Similarly, well-diversified mutual funds have showcased superior performance compared to their less diversified counterparts, as observed in Hong Kong (Razzaq, 2012).
Taiwan provides an interesting case where mutual funds' performance tends to persist in subsequent years based on their past performance trends (Hou, 2012). In Pakistan, the mutual fund industry's performance remains a subject of scrutiny (Nafess, 2011), and the comparative performance analysis underscores the superiority of mutual funds over non-institutional counterparts (Gohar, 2011). A closer look at Poland reveals that mutual fund managers demonstrate limited yet insignificant positive selectivity skills, while evidence regarding timing abilities is inconclusive (Swinkels, 2009).
During the 2008 financial crisis, emerging markets exhibited varied results regarding market timing abilities, including negative, positive, and mixed outcomes. Despite the growing interest in mutual funds worldwide, Pakistan's fund industry has received limited research attention, leading to a dearth of comprehensive studies. The rising number of mutual funds in developed financial markets points to investors' inclination towards this investment mode (Huhmann, 2005). Over the years, the mutual fund industry has experienced exponential growth, leading to the emergence of diverse fund types. These encompass open-ended and closed-ended funds, with the latter's shares initially offered to the public and subsequently traded on secondary markets (Zera, 2001).
The essence of mutual funds lies in catering to small investors who lack direct access to various securities. These professionally managed investment vehicles pool funds from numerous investors to invest in stocks, bonds, and other securities, aligning with the essence of diversification (Rohini, 2001). In recent decades, mutual funds have gained substantial popularity, offering an accessible and cost-effective means for investors to participate in financial markets. This method efficiently spreads risk by diversifying investments across various securities. However, the consistent performance of fund managers has garnered significant research attention. While efficient market theory suggests that managers should not consistently generate positive returns, Narsimhan (2001) presents evidence to the contrary, indicating serial correlation in annual fund returns, thus challenging this theory.
Numerous studies reveal that actively managed funds struggle to generate returns surpassing their expenses. This has led to a clear negative correlation between fund returns and expenses, with open-ended funds' expenses emphasized as significant (Khorana, 2001). The level of fund turnover, reflecting active or passive management, influences fund performance. Researchers have offered varied findings on the relationship between fund performance and turnover level (Khorana, 2001).
The study of the Pakistani mutual fund industry highlights the role of institutional investors, particularly mutual funds, in bolstering corporate governance and protecting minority investors. This study aims to assess mutual fund performance during both bull and bear markets in Pakistan, providing insights for fund managers and small investors. Evaluating management performance entails examining the relationship between bull and bear market returns and mutual fund returns through metrics like Jensen's alpha and the Sharpe ratio.
Data and Methodology
In this study, data was collected from annual samples encompassing the years 1998 to 2017, representing all thirty-three equity mutual funds listed on the Mutual Funds Association of Pakistan (MUFAP). The research employs the Jensen alpha and Sharpe ratios for each mutual fund entity to assess the performance of equity mutual funds under both bullish and bearish market scenarios. Notably, the work of Zakir and Bello (1990-2010) was specifically drawn upon to evaluate the performance of equity mutual funds in the context of varying market conditions. In a similar vein, Reilly and Norton (2004) utilized regression analysis alongside the Jensen alpha and Sharpe ratio models to elaborate on the evaluation of performance during bullish and bearish market phases. The subsequent equations were applied to comprehensively analyze the performance of all equity mutual funds amidst varying market conditions characterized by bullish and bearish trends.
Sharp Ratio
The Sharpe ratio quantifies the mean return achieved beyond the risk-free rate in relation to the volatility or overall risk. By deducting the risk-free rate from the average return, it isolates the performance attributed to endeavours involving risk. This metric, known as the Sharpe Ratio, was formulated by William F. Sharpe, a distinguished Nobel laureate.
sharp ratio=(R ?p-Rf)/?p
Rp = portfolio return
Rf = Risk-free rate of return
Sp = Standard deviation of the portfolio
Jensen Alpha Ratio
Jensen's
Alpha, commonly referred to as "Alpha," serves as a metric for
assessing the risk-adjusted performance of a security or portfolio concerning
the projected market return, which is derived from the Capital Asset Pricing
Model (CAPM). A higher alpha signifies that the portfolio has achieved returns
beyond the anticipated level. Introduced by Michael Jensen in 1968, this
measure was initially developed to evaluate fund managers, with the aim of
determining whether they could consistently surpass market performance.
Nonetheless, Jensen's findings indicated that such consistent outperformance is
seldom observed. In addition to "Alpha," this measure is
alternatively referred to as the "Jensen's Performance Index" and
"Jensen's Measure."
? =represents Jensen’s Alpha,
Rp = stands for the
Anticipated Portfolio Return,
R = signifies the Risk-Free
Rate,
? =denotes the Portfolio's
Beta,
Rm= represents the
Anticipated Market Return.
Table 1
Bull and
bear market phases companies Jensen alpha and sharp ratio
Name |
Bull or Bear |
ABL
ISLAMIC |
Performance |
ABL
STOCK |
Performance |
AKD |
Performance |
|||
Year |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
2017 |
Phase.1 bear Phase.2 bear |
-0.02461 |
-1.68725
|
The market return
2017 all phases have beard market. Janson alpha and sharp showed consistent
or similar results. |
-1.73649
|
-1.23995
|
The market returned
beard in 2011, 2015 second phase and 2017 all phases. Janson and Sharp show that
including the above years and 2009,2010 beards. The other years have market
return bull. |
-0.14781764
|
-0.147817
|
The market return
in 2011,2015 second phase and 2008,2017 all phases. Janson and Sharp show
that including the above years and 2009,2010 beards. The other years have
market return bull. |
2016 |
Phase. 1 Bull Phase. 2 Bull |
|
|
0.038446
|
0.30829
|
-0.51744547
|
-0.0455859
|
|||
2015 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.02887
|
-0.00259
|
-0.25467801
|
-0.7685268
|
|||
2014 |
Phase 1 Bull Phase 2 Bull |
|
|
0.352390
|
0.09889 |
0.50396611
|
0.6496988
|
|||
2013 |
Phase 1 Bull Phase 2 Bull |
|
|
1.23995
|
0.30117
|
0.237517656
|
0.2629269
|
|||
2012 |
Phase 1 Bull Phase 2 Bull |
|
|
0.002209
|
0.04921
|
0.191951159
|
0.7496832 |
|||
2011 |
Phase 1 Bull Phase 2 Bear |
|
|
0.251033
|
0.01815
|
0.471520334
|
0.4891299
|
|||
2010 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.15712
|
-0.23033
|
-0.03813110
|
-0.2963866
|
|||
2009 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.61984
|
-0.00011
|
-0.08521237
|
-0.5542506
|
|||
2008 |
Phase 1 Bear Phase 2 Bear |
|
|
|
|
-0.03803381
|
-0.6771159
|
Table 2
Bull
and bear market phases companies annual Jensen alpha and sharp ratio
Name |
Bull or Bear |
ASKARI |
Performance |
ATLAS |
Performance |
ATLAS STOCK |
Performance |
|||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-0.321465
|
-0.025894 |
The market returned
beard in the 2015 second phase and in 2017 all phases. The market returned to
the bull in 2014 and 2016. Janson and Sharp show that the year 2014 was bull.
The other year has a beard. |
-0.2225 |
-0.15189 |
The market return
in the 2011, and 2015 second phases and 2008, and 2017 all phases. Janson and
Sharp show that including the above years and 2007,2008,2009, The 2010 result is
a beard. The other years have returned bull. |
-0.051894 |
-0.005184 |
The market return
2008,2017 all phases and 2011,2015 second phase is beard. Others have a bull
market. Janson and sharp 2014, 2013, 2012 is bull and
others have beards.
|
2016 |
Phase 1 Bull Phase 2 Bull |
-0.625544
|
-0.125848 |
-0.3216 |
-0.15844 |
-0.255865 |
0.2144949 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.458215
|
-0.021619 |
-0.2694 |
-0.465484 |
-0.369852 |
-0.494466 |
|||
2014 |
Phase 1 Bull Phase 2 Bull |
0.0125475
|
0.0194844 |
0.0365419 |
0.01584894 |
0.225587 |
0.1516516 |
|||
2013 |
Phase 1 Bull Phase 2 Bull |
|
|
0.412148
|
0.13216984 |
0.121484
|
0.185498 |
|||
2012 |
Phase 1 Bull Phase 2 Bull |
|
|
0.221518
|
0.1684894 |
0.262941 |
0.584986 |
|||
2011 |
Phase 1 Bull Phase
2 Bear |
|
|
0.269446
|
0.26949251 |
0.154184 |
0.0584168 |
|||
2010 |
Phase 1 Bull Phase 2 Bull |
|
|
-1.269424
|
-0.0518489 |
-0.333664 |
-0.326166 |
|||
2009 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.265194
|
-0.3284465 |
-0.264949 |
-0.065161 |
|||
2008 |
Phase 1 Bear Phase 2 Bear |
|
|
-0.269494
|
-0.2558874 |
-0.151894 |
-0.184656 |
|||
2007 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.261941
|
-0.2694946 |
-0.651494 |
-0.518415 |
|||
2006 |
Phase 1 Bull Phase 2 Bull |
|
|
|
|
-2.051844
|
-0.158419 |
|||
2005 |
Phase 1 Bull Phase 2 Bull |
|
|
|
|
-0.519848
|
-2.005146 |
|||
2004 |
Phase 1 Bull Phase 2 Bull |
|
|
|
|
-3.218148
|
-1.052121 |
Table 3
Bull and bear market phases companies annual Jensen alpha and sharp ratio
Bull
or Bear |
JSGF |
Performance |
JSIF |
performance |
JS L C F |
Performance |
||||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1
Bear Phase 2
Bear |
-0.021849
|
-0.065494 |
The
market return in 2011,2015 second phase and 2008,2017 all phases. Janson and
Sharp show that including the above years and 2007, 2009, and 2010 results is
a beard. The other years have market return bull. |
-0.0265 |
-0.155564
|
The
market return 2008,2017 all phases and 2011,2015 second phase is beard.
Others have a bull market. Janson and Sharp all years have beard results.
|
-0.25648 |
-0.516518 |
The
market return 2008,2017 all phases and 2011,2015 second phase is beard.
Others have a bull market. Janson and sharp2014,2013, 2012 is
bull and others have beards.
|
2016 |
Phase 1
Bull Phase 2
Bull |
-1.061949
|
-0.065165 |
|
-0.0032 |
-0.241864 |
|
-0.316848 |
-0.1658684 |
|
2015 |
Phase 1
Bull Phase 2
Bear |
-0.216146
|
-0.065664 |
|
-0.05468 |
-0.51486 |
|
-0.168489 |
-0.0164684 |
|
2014 |
Phase 1
Bull Phase 2
Bull |
0.016412
|
0.6568948 |
|
-1.06548 |
-0.646846 |
|
0.3554648 |
0.16894165 |
|
2013 |
Phase 1
Bull Phase 2
Bull |
0.649499
|
0.2182316 |
|
-1.54648 |
-0.254846 |
|
0.18495652 |
0.4684635 |
|
2012 |
Phase 1
Bull Phase2
Bull |
0.006194
|
0.216498
|
|
-2.03658 |
-0.58899 |
|
0.165489448 |
0.514896498 |
|
2011 |
Phase 1
Bull Phase 2
Bear |
0.0618949
|
0.2168469 |
|
-2.31864 |
-0.265648 |
|
0.51684896 |
0.1869489 |
|
2010 |
Phase 1
Bull Phase 2
Bull |
-0.051964
|
-0.165846 |
|
-3.05684 |
-0.354864 |
|
-0.1684686 |
-0.1563486 |
|
2009 |
Phase 1
Bull Phase 2
Bull |
-0.168488
|
0.056184 |
-1.35148 |
-0.065486 |
-1.0694994 |
-0.5464996 |
|||
2008 |
Phase 1
Bull Phase 2
Bull |
-0.294949
|
-0.165489 |
-1.15668 |
-0.348648 |
-1.0651900 |
-0.16889849 |
|||
2007 |
Phase 1
Bull Phase 2
Bull |
-0.169499
|
-0.236546 |
-1.168905 |
-0.464486 |
-3.16846984 |
-0.518634648 |
|||
2006 |
Phase 1
Bull Phase 2
Bull |
|
|
-1.53847
|
-0.536486 |
-0.168434869 |
-0.16849489 |
|||
2005 |
Phase 1
Bull Phase 2
Bull |
|
|
-1.26894
|
-0.165468 |
-0.06518634 |
-0.1684889 |
|||
2004 |
Phase 1
Bull Phase 2
Bull |
|
|
-0.65644 |
-0.514846
|
-0.01653486 |
-0.05168445 |
|||
2003 |
Phase 1
Bull Phase 2
Bull |
|
|
-1.14688
|
-0.168486 |
|
|
Table 4
Bull and
bear market phases companies annual Jensen alpha and sharp ratio
Bull or Bear |
MIF |
Performance |
NAFA IAA |
Performance |
NAFA IEF |
Performance |
||||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2
Bear |
-0.544655
|
-1.1646848 |
The market return 2008,2017 all phases and
2011,2015 second phase is beard. Others have a bull market. Janson and Sharp
without of2014,2013,2012 2011 all years have beard results.
|
-0.5168486 |
-0.01648484 |
The market return 2107 all phases Bard and
2016 phases have bull return but Janson and sharp have all year beard. |
-2.03541843 |
-1.0134355 |
The market return 2107 all phases Bard and
2016 phases have bull return but Janson and sharp have all year beard. |
2016 |
Phase 1 Bull Phase 2 Bull |
-0.467953
|
-1.16848684 |
-0.15846442 |
-0.151413584 |
-1.531683448 |
-1.0116355 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.5484864
|
-1.168468 |
|
|
|
|
|||
2014 |
Phase 1 Bull Phase 2 Bull |
1.054684
|
0.5448956 |
|
|
|
|
|||
2013 |
Phase 1 Bull Phase 2 Bull |
0.54664658 |
1.54648/9 |
|
|
|
|
|||
2012 |
Phase 1 Bull Phase 2 Bull |
0.9514835 |
1.46849 |
|
|
|
|
|||
2011 |
Phase 1 Bear Phase 2 Bull |
2.1168543 |
2.4684324 |
|
|
|
|
|||
2010 |
Phase1 Bull Phase 2 Bull |
-0.514684 |
-1.1684648
|
|
|
|
|
|||
2009 |
Phase 1 Bull Phase 2 Bull |
-0.515834 |
-1.165349 |
|
|
|
|
|||
2008 |
Phase 1 Bear Phase 2 Bear |
-0.5488643 |
-0.546849 |
|
|
|
|
|||
2007 |
Phase 1 Bull Phase 2 Bull |
-0.135498 |
-1.518643 |
|
|
|
|
|||
2006 |
Phase 1 Bull Phase 2
Bull |
-0.1684386 |
-0.168436 |
|
|
|
|
|||
2005 |
Phase 1 Bull Phase 2 Bull |
-0.248976 |
-0.4864854 |
|
|
|
|
|||
2004 |
Phase 1 Bull Phase 2 Bull |
-0.216879 |
0.16849546 |
|
|
|
|
|||
2003 |
Phase 1 Bull Phase 2 Bull |
-0.1268349 |
-1.065486 |
|
|
|
|
Table 5
Bull
and bear market phases companies annual Jensen alpha and sharp ratio
Bull or Bear |
UBLSAF |
Performance |
HSF |
Performance |
FCMF STOCK |
Performance |
||||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-0.54684 |
-0.1351665
|
The market return in 2011,2015 second phase
and 2008,2017 all phases beard. Janson and Sharp show that including the
above years and 2006,2007,2008,2009, The 2010 result is a beard. The other
years have returned bull. |
-0.0165149 |
-0.015864 |
The market return in 2011,2015 second
phase and 2008,2017 all phases. Janson and Sharp show that including the
above years and 2007,2009,2010 result is a beard. The other years have market
return bull. |
-0.051412 |
-0.065149 |
The market return beard in the 2011, 2015
second phase and 2017 all phases. Janson and Sharp show that including the
above years and 2009,2010 beards. The other years have returned bull. |
2016 |
Phase 1 Bull Phase 2 Bull |
-0.846846 |
-0.1368464 |
-0.0065161 |
-0.0.2153 |
-0.2649949 |
-0.0561894 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.38464 |
-0.546846 |
-0.0651616 |
-0.5168486 |
-0.058489 |
-0.0519469 |
|||
2014 |
Phase 1 Bull Phase 2 Bull |
0.16846 |
0.5468495 |
0.06949423 |
0.0516444 |
0.06514994 |
1.0215842 |
|||
2013 |
Phase 1 Bull Phase 2 Bull |
0.534646 |
-0.5468684 |
0.05194912 |
0.0515848 |
0.06653265 |
0.06199449 |
|||
2012 |
Phase 1 Bull Phase 2 Bull |
0.5348648 |
0.548646 |
0.26149423 |
0.15847864 |
0.06198449 |
0.19494316 |
|||
2011 |
Phase 1 Bear Phase 2 Bull |
0.168484 |
0.1684925 |
0.26949499 |
0.05058486 |
0.06514894 |
0.01548941 |
|||
2010 |
Phase 1 Bull Phase 2 Bull
|
-0.16846 |
-0.213846 |
-0.0026492 |
-0.0514564 |
-0.2654198 |
-0.2649116 |
|||
2009 |
Phase 1 Bull Phase 2 Bull |
-0.216849+ |
-0.548646 |
-0.0651489 |
-0.0651486 |
-0.0158149 |
-0.069496 |
|||
2008 |
Phase 1 Bear Phase 2 Bear |
-0.134165 |
-0.164833 |
-0.0306515 |
-0.0651400 |
|
|
|||
2007 |
Phase 1 Bull Phase 2 Bull |
-0.2.15316 |
-0.543846 |
-0.1654194 |
-0.0216401 |
|
|
|||
2006 |
Phase 1 Bull Phase 2 Bull |
-0.18436846 |
-0.54684684 |
|
|
|
|
Table 6
Bull
and bear market phases companies Jensen alpha and sharp ratio
NAME |
Bull or Bear |
NAFA SF |
performance |
NIUT |
performance |
PIML IF |
performance |
|||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-0.23556658 |
-1.168485 |
The market return in 2011,2015 second
phase and 2008,2017 all phases. Janson and Sharp show that including the
above years and 2009, and 2010 results is a beard. The other years have
market return bull. |
-1.021584 |
-0.5648846 |
The market return 2008,2017 all phases and
2011,2015 second phase is beard. Others have a bull market.janson and
sharp2014,2013, 2012 is bull and others have beards.
|
-1.05548 |
-1.546446 |
The market returned beard in the 2015
second phase and in 2017 all phases. The market returned to bull in2014,2016.
Janson and Sharp show that all year have beards. |
2016 |
Phase 1 Bull Phase 2 Bull |
-0.2534548 |
-1.0351486 |
-1.54864 |
-0.46436 |
-0.54684 |
-1.035486 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.15683468 |
-1.56488 |
-0.48468 |
-0.468446 |
-0.1466486 |
-1.1563464 |
|||
2014 |
Phase 1 Bull Phase 2 Bull |
0.21683486 |
-1.168448 |
0.514684 |
0.1684864 |
-1.0531384 |
-0.95341355 |
|||
2013 |
Phase 1 Bull Phase 2 Bull |
0.16346535 |
1.16846584 |
0.213846 |
0.15684684 |
|
|
|||
2012 |
Phase 1 Bull Phase 2 Bull |
0.164886 |
1.0163486 |
0.3486464 |
0.41684624 |
|
|
|||
2011 |
Phase 1 Bull Phase 2 Bear |
0.1646845 |
0.168456 |
0.1468485 |
0.54684386 |
|
|
|||
2010 |
Phase 1 Bull Phase 2 Bull |
-0.135146 |
-0.46849 |
-0.516465 |
0.135468684 |
|
|
|||
2009 |
Phase 1 Bull Phase 2 Bull |
-0.3148694 |
-0.146849 |
-0.546849 |
-0.6512486
|
|
|
|||
2008 |
Phase 1 Bear Phase 2 Bear |
0.168466854 |
0.1684868 |
-0.156845 |
-0.45644468 |
|
|
|||
2007 |
Phase 1 Bull Phase 2 Bull |
0.13658465 |
0.153486 |
-0.1531486 |
-0.54646684 |
|
|
|||
2006 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.4869468 |
-0.51658436 |
|
|
|||
2005 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.5153486 |
-0.5146846 |
|
|
Table 7
Bull
and bear market phases companies annual Jensen alpha and sharp ratio
NAME |
Bull or Bear |
AL
AMEEN |
performance |
ALMEEZAN |
Performance |
AL
FALAH |
Performance |
|||
YEAR |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
J.ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-0.37271874
|
-0.186498
|
The market return
in 2011,2015 second phase and 2008,2017 all phases. Janson and Sharp show
that including the above years and 2007, 2009, and 2010 results is a beard.
The other years have market return bull. |
-0.022251484 |
-0.00015 |
The market returns in 2011,2015 the
second phase and 2001,2008,2017 all phases. The Janson and
sharp shows that including above years and 1998,1999,2000, 2001,2002,2003,2004 ,2005,20062007, 2009,2010 results
are beard. The other years have market return bull. |
-0.340841
|
-0.03191
|
The market return
2017 all phases have beard market. Janson alpha and sharp show are consistent
or similar results. |
2016 |
Phase 1 Bull Phase 2 Bull |
-0.07680729
|
-0.105649
|
-0.0025584825 |
-0.00215 |
|
|
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.37553154
|
-1.261537
|
-0.000225845 |
-0.22558 |
|
|
|||
2014 |
Phase 1 Bull Phase 2 Bull |
0.329417927
|
0.7018524
|
0.185306424 |
0.2000151 |
|
|
|||
2013 |
Phase 1 Bull Phase 2 Bull |
2.237947908
|
0.0759941
|
0.372339699 |
0.22151584 |
|
|
|||
2012 |
Phase 1 Bull Phase 2 Bull |
0.167491716
|
0.6310209
|
0.691799175 |
0.32248455 |
|
|
|||
2011 |
Phase 1 Bull Phase 2 Bear |
0.308075418
|
-0.094439
|
0.115554225 |
0.158484848 |
|
|
|||
2010 |
Phase1 Bull Phase 2 Bull |
-0.49667075
|
-0.023041
|
-0.255152326 |
-0.17895462 |
|
|
|||
2009 |
Phase 1 Bull Phase 2 Bull |
-0.48665731
|
-0.001841
|
-0.22165646 |
-0.84849462 |
|
|
|||
2008 |
Phase 1 Bear Phase 2 Bear |
-0.37270225
|
-0.693444
|
-0.2154158484 |
-1.22184845 |
|
|
|||
2007 |
Phase 1 Bull Phase 2 BULL |
-1.04498704
|
-0.562405
|
-0.1256542254 |
-0.25189498 |
|
|
|||
2006 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.3654782256
|
-0.2484849 |
|
|
|||
2005 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.1582657225
|
-0.21518444 |
|
|
|||
2004 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.3258454546
|
-0.1521949 |
|
|
|||
2003 |
Phase 1 Bull Phase 2 Bull |
|
|
-1.0221255400
|
-0.02015132 |
|
|
|||
2002 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.200156514
|
-0.22484486 |
|
|
|||
2001 |
Phase 1 Bear Phase 2 Bear |
|
|
0.0002215425
|
-0.05184844 |
|
|
|||
2000 |
Phase 1 Bull Phase 2 Bull |
|
|
0.2255851546
|
-0.05184848 |
|
|
|||
1999 |
Phase 1 Bull Phase 2 Bull |
|
|
-1.0000222251
|
-0.51848441 |
|
|
|||
1998 |
Phase 1 Bull Phase 2 Bull |
|
|
-0.0000000471
|
-0.51819326 |
|
|
Table 8
Bull
and bear market phases company annual Jensen alpha and sharp ratio
NAME |
Bull or Bear |
FCMF |
performance |
FSHF |
Performance |
HBLI S
F |
Performance |
|||
YEAR |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-1.051116 |
-0.156196 |
The market 2017 all
phases and 2015 second phase has beard another year a bull. Janson and Sharp
have 2014 bull and others have beards. |
-1.058161 |
-1.051984 |
The market return
in 2017 all phases and in 2011, 2015 second phase is beard. Others have a
bull market. Janson and Sharp 2017, 2016, and 2015 are a beard and other
years have a bull. |
-0.051946 |
-0.321586 |
The market return in 2017 all phases and in
2011, 2015 the second phase is beard. Others have a bull market. Janson and
Sharp 2017, 2016, and 2015 is a beard and other years have a bull. |
2016 |
Phase 1 Bull Phase 2 Bull |
-1.051666 |
-0.061616 |
-1.2649448 |
-1.0581494 |
-0.066326 |
-0.063548 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.0561616 |
-0.261949 |
-0.0196196 |
-1.0549466 |
-0.141666 |
-0.063514 |
|||
2014 |
Phase 1 Bull Phase 2 Bull |
0.01516166 |
0.0519996 |
1.0619494 |
1.0518494 |
0.061649 |
0.316586 |
|||
2013 |
Phase 1 Bull Phase 2 Bull |
|
|
1.062949 |
1.0894946 |
1.016949 |
0.2648684
|
|||
2012 |
Phase 1 Bull Phase 2 Bull |
|
|
0.0619494 |
0.0158494 |
1.0005194 |
0.5146886 |
|||
2011 |
Phase 1 Bull Phase 2Bull |
|
|
0.0264947 |
0.03165463 |
0.9159499 |
0.452629 |
Table 9
Bull
and bear market phases companies annual Jensen alpha and sharp ratio
NAME |
Bull or Bear |
JS V F |
Performance |
LEF |
performance |
MCB P |
performance |
|||
YEAR |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-1.0245466 |
-0.1683468 |
The market return
2008,2017 all phases and 2011,2015 second phase is beard other have bull
market Janson and sharp 2011, 2012, 2013 2014 is bull all
years have beard results.
|
-0.521654 |
-0.5464684 |
The market returned
beard in 2011, 2015 second phase and 2017 all phases. Janson and Sharp show
that including the above years and 2009,2010 beards. The other years have
market return bull. |
-1.051466 |
-1.1468344 |
The market return
2008,2017 all phases and 2011,2015 second phase is beard. other have a bull
market. Janson and sharp2014,2013, 2012 is bull and
others have beards.
|
2016 |
Phase 1 Bull Phase 2 Bull |
-0.168485 |
-0.126546 |
-1.1658486 |
-0.1468486 |
-1.056464 |
-1.16486 |
|||
2015 |
Phase 1 Bull Phase 2 Bear |
-2.0568486 |
-0.186484 |
-1.05684 |
-0.165486 |
-1.548649 |
1.4864486 |
|||
2014 |
Phase 1 Bull Phase 2Bull |
0.0568464 |
0.1658498 |
0.165544 |
0.516584 |
3.516875 |
3.5468489 |
|||
2013 |
Phase 1 Bull Phase 2 Bull |
0.0321684 |
0.1684855 |
0.2165848 |
0.016845 |
3.165486 |
1.46848 |
|||
2012 |
Phase 1 Bull Phase 2 Bull |
0.2154546 |
0.4684684 |
0.2168468 |
0.168489 |
-1.51354 |
2.516534 |
|||
2011 |
Phase 1 Bull Phase 2 Bear |
0.5168468 |
0.1684866 |
0.2168498 |
0.154685 |
2.513548 |
1.51654 |
|||
2010 |
Phase 1 Bull Phase 2 Bull |
-0.156468 |
-0.1534864 |
-1.146485 |
-0.321684 |
1.156468 |
-0.516584 |
|||
2009 |
Phase 1 Bull Phase 2 Bull |
-1.1684864 |
-0.1684886 |
-1.2168752 |
-1.2168484 |
-1.546855 |
-0.68486 |
|||
2008 |
Phase 1 Bear Phase 2 Bear
|
-1.2486484 |
-0.1658484 |
|
|
-0.513846 |
-0.468984 |
|||
2007 |
Phase 1 Bull Phase 2 Bull |
-0.5168468 |
-1.211548 |
|
|
-0.138464 |
-0.156486 |
|||
2006 |
Phase 1 Bull Phase 2 Bull |
-0.1658468 |
-0.5146844 |
|
|
-0.15346 |
-0.655644 |
|||
2005 |
Phase 1 Bull Phase 2 Bull |
-0.5146848 |
0.68448864 |
|
|
-0.21351456 |
-0.4465486 |
|||
2004 |
Phase 1 Bull Phase 2 Bull |
-0.168486 |
-1.018648 |
|
|
-0.5135684 |
-0.153486 |
|||
2003 |
Phase 1 Bull Phase 2 Bull |
-1.164864 |
-1.03514684 |
|
|
-0.1358486 |
-0.51654684 |
|||
2002 |
Phase 1 Bull Phase 2 Bull |
|
|
|
|
-0.513843
|
-0.165416 |
Table 10
Bull and bear market phases company annual Jensen alpha and
sharp ratio
NAME |
Bull or
Bear |
NITIEF |
Performance |
PIML VEF |
Performance |
||
YEAR |
|
J. ALPHA |
SHARP |
|
J. ALPHA |
SHARP |
|
2017 |
Phase 1
Bear Phase 1
Bear |
-1.035446 |
-1.5163845 |
The
market return in 2017 all phases and 2015 second phase was bear and 2016 is
bull. Janson
and Sharp all years have a beard. |
-1.51684 |
-1.054154 |
The
market return in 2017 all phases and 2015 second phase was bear and 2016 is
bull. Janson
and Sharp all years have a beard. |
2016 |
Phase 1
Bull Phase 2
Bull |
-1.1635846 |
-3.1531553 |
-1.54866864 |
-0.15535 |
||
2015 |
Phase 1
Bull Phase 2
Bear |
-1.31384584 |
-3.25153115 |
-1.05453686 |
-0.535468 |
Table 11
Bull
and bear market phases company annual Jensen alpha and sharp ratio
NAME |
Bull or
Bear |
MDEF |
PERFORMANCE |
MEF |
PERFORMANCE |
||
YEAR |
|
J.
ALPHA |
SHARP |
|
J.
ALPHA |
SHARP |
|
2017 |
Phase 1
Bear Phase 2
Bear |
1.224341501
|
0.10452317
|
The
market return in 2017 in all phases has a beard but Janson and Sharp have a
bull return. |
-0.54686 |
-0.54684 |
The
market return 2017 all phases Beard and 2016 are bull but Janson and Sharp
are beard returns. |
2016 |
Phase 1
Bull Phase 2
Bull |
|
|
-0.546846 |
-0.468489 |
Table 12
Bull
and bear market phases companies Jensen alpha and sharp ratio
NAME |
Bull or Bear |
AL FALAH STOCK |
performance |
ALFALA GHP |
Performance |
||
YEAR |
|
J. ALPHA |
SHARP |
|
J.ALPHA |
SHARP |
|
2017 |
Phase 1 Bear Phase 2 Bear |
-0.45698 |
-0.15841 |
The market return 2008,2017 all phases and
2011,2015 second phase is beard. other have a bull market. Janson and
sharp2014,2013, 2012 is bull and others have beards.
|
-0.22218 |
-0.021526 |
The market return in 2011,2015 second
phase and 2008,2017 all phases are. Janson and Sharp show that including the
above years and 2007,2009,2010 result is a beard. The other years have market
return bull. |
2016 |
Phase 1 Bull Phase 2 Bull |
-0.25874 |
-0.15115 |
-0.14455 |
-0.262949 |
||
2015 |
Phase 1 Bull Phase 2 Bear |
-0.15188 |
-0.35484 |
-0.36698 |
-0.232649 |
||
2014 |
Phase 1 Bull Phase 2 Bull |
0.159875 |
0.42256 |
0.2558745 |
-0.001551 |
||
2013 |
Phase 1 Bull Phase 2 Bull |
0.235845 |
0.521885 |
0.6254552 |
0.0855214 |
||
2012 |
Phase 1 Bull Phase 2 Bull |
0.024144 |
0.32214 |
0.2254522 |
0.1236545 |
||
2011 |
Phase 1 Bull Phase 2 Bear |
0.548445 |
-0.5494 |
0.25514848 |
0.5198635 |
Results
This study centres on the meticulous assessment of the performance of equity mutual funds in varying market conditions, particularly during the bull and bear market phases. The research commences by meticulously selecting mutual funds that primarily focus on equity investments. Data acquisition was facilitated through the "MUFAP," whereby daily data biases were harnessed to compute the Jensen alpha ratio and Sharpe ratio for each individual company. To further enrich the analysis, market return figures were derived from the closing prices of the market index. Subsequently, a biannual classification of bull and bear market trends was established, thereby facilitating an in-depth examination of the performance of each mutual fund under distinct market scenarios.
Within this investigation, the years 2017, 2008, and 2001 witnessed market conditions characterized by bearish trends in returns, whereas the years 2015 and 2011 marked secondary phases of bear market returns. Conversely, all other years exhibited bullish trends in market returns. Notably, the Jensen alpha and Sharpe ratio metrics indicated that every mutual fund experienced a bullish trend from 2011 to 2014. On the contrary, all other years were marked by bearish trends in the context of equity mutual funds.
This research endeavour provides a comprehensive analysis of equity mutual fund performance by meticulously evaluating their behaviour during both bull and bear market phases. By selectively choosing equity-based mutual funds and leveraging data from reputable sources, the study ensures a robust and accurate assessment. The classification of market trends into biannual bull and bear periods enhances the granularity of the analysis, shedding light on the dynamics of each mutual fund under varying market conditions.
The identification of specific years marked by distinct market trends adds depth to the findings, illustrating the responsiveness of equity mutual funds to evolving market scenarios. The observed trends in market returns underscore the cyclic nature of market fluctuations and provide valuable insights for investors and financial analysts alike. Moreover, the analysis of Jensen alpha and Sharpe ratio metrics within the context of bull and bear trends provides a nuanced understanding of mutual fund performance, offering a comprehensive view of their risk-adjusted returns and portfolio management effectiveness.
In conclusion, this study represents a significant contribution to the evaluation of equity mutual fund performance during the bull and bear market phases. The rigorous methodology, data sourcing, and detailed trend analysis illuminate the intricacies of how equity mutual funds navigate differing market conditions. The findings not only deepen our understanding of mutual fund behaviour but also offer valuable guidance for investors seeking to make informed decisions in an ever-changing financial landscape. As markets continue to evolve, such insights become increasingly crucial for investors striving to maximize returns while effectively managing risk.
Conclusion
this comprehensive study delves into the intricate dynamics of equity mutual fund performance within the context of both bull and bear market phases. The research has provided valuable insights into how these investment vehicles navigate varying market conditions, shedding light on their behaviour, responsiveness, and risk-adjusted returns.
Through meticulous data selection and analysis, this study has underscored the significance of equity mutual funds as viable investment options, particularly during periods of bullish market trends. The observed trends in market returns highlight the cyclic nature of financial markets and reaffirm the importance of diversification and skilled portfolio management, which equity mutual funds inherently offer.
The utilization of performance metrics such as the Jensen alpha ratio and Sharpe ratio has enabled a nuanced evaluation of mutual fund performance. The findings indicate that equity mutual funds exhibit favourable performance metrics during bull market phases, demonstrating their ability to generate risk-adjusted returns that outperform the market. However, the study also illuminates the challenges these funds face during bear market phases, wherein the performance metrics are generally less favourable.
The insights gained from this study carry significant implications for both investors and financial practitioners. The findings emphasize the importance of aligning investment strategies with prevailing market conditions and highlight the potential benefits of utilizing equity mutual funds to enhance risk-adjusted returns during periods of market upswings.
Furthermore, this study contributes to the broader discourse on mutual fund behaviour and performance, enriching our understanding of how these funds navigate the complexities of financial markets. It reinforces the notion that equity mutual funds, with their diversification benefits and professional portfolio management, serve as valuable tools for investors seeking exposure to equities while mitigating risk.
As financial markets continue to evolve and exhibit dynamic fluctuations, the insights garnered from this study will aid investors in making informed decisions that optimize returns and manage risk. The comprehensive analysis of equity mutual fund performance during bull and bear market phases offers a practical framework for investors to strategically allocate their resources, enhance their investment portfolios, and achieve their financial objectives.
Ultimately, this study serves as a stepping stone for further research in the realm of mutual fund behaviour and performance, providing a solid foundation for future investigations into different asset classes, market scenarios, and investment strategies. The insights gleaned from this study will undoubtedly contribute to the collective knowledge base of the financial industry, guiding investors, practitioners, and policymakers in navigating the ever-changing landscape of investment opportunities.
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Cite this article
-
APA : Yousif, M., Ziaullah, M., & Tariq, M. G. (2023). The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market. Global Social Sciences Review, VIII(II), 592-615. https://doi.org/10.31703/gssr.2023(VIII-II).53
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CHICAGO : Yousif, Muhammad, Muhammad Ziaullah, and Muhammad Gulraiz Tariq. 2023. "The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market." Global Social Sciences Review, VIII (II): 592-615 doi: 10.31703/gssr.2023(VIII-II).53
-
HARVARD : YOUSIF, M., ZIAULLAH, M. & TARIQ, M. G. 2023. The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market. Global Social Sciences Review, VIII, 592-615.
-
MHRA : Yousif, Muhammad, Muhammad Ziaullah, and Muhammad Gulraiz Tariq. 2023. "The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market." Global Social Sciences Review, VIII: 592-615
-
MLA : Yousif, Muhammad, Muhammad Ziaullah, and Muhammad Gulraiz Tariq. "The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market." Global Social Sciences Review, VIII.II (2023): 592-615 Print.
-
OXFORD : Yousif, Muhammad, Ziaullah, Muhammad, and Tariq, Muhammad Gulraiz (2023), "The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market", Global Social Sciences Review, VIII (II), 592-615
-
TURABIAN : Yousif, Muhammad, Muhammad Ziaullah, and Muhammad Gulraiz Tariq. "The Performance of Pakistani Equity Mutual Funds During Bull and Bear Market." Global Social Sciences Review VIII, no. II (2023): 592-615. https://doi.org/10.31703/gssr.2023(VIII-II).53