Mind the Gap - Asia 2017
Transcript of Mind the Gap - Asia 2017
Mind the Gap - Asia 2017
Executive Summary
Since 2005, Morningstar has published annual “Mind the Gap” studies that aim to shed light on
whether U.S. mutual fund investors have benefited from their market timing decisions. This year, we
“globalised” the study to find out if mutual fund investors in other markets have also suffered from
returns gaps—that is, the difference between a fund’s time-weighted return, and the “actual” return
that investors achieved when timing decisions are taken into consideration.
This paper seeks to explore whether investors within the open fund markets in Asia, namely Hong Kong,
Singapore, and Taiwan, suffer from similar returns gaps. We decided to focus on these markets not only
because of their representations within the region, but because of the way mutual funds are often sold
by commission-based distributors, which at times encourages frequent switching. Moreover, investors
pay no capital gains tax. The end result is that mutual fund investors in Hong Kong, Singapore and
Taiwan tend to have shorter investment horizons. However, practice doesn’t make perfect with our
study confirming that Asian investors face similar challenges in timing their investments, and that the
gaps in returns were largest in more volatile, concentrated equity strategies.
There are, however, some positives we can take from this study. Based on Morningstar’s experience
from conducting the analysis in the U.S., Korea, and Australia, we learnt that investment vehicles
requiring regular investments tend to produce better investor returns. As retirement markets around the
globe have moved from defined benefit to defined contribution schemes, investors are often required to
make investment decisions they may not be equipped to do. This has led to regulatory interventions in
markets such as Hong Kong, where the Default Investment Scheme, or DIS, was launched on 1 April
2017 to allow investors to make periodic investments into a highly diversified, low-cost, multi-asset
strategy that automatically reduces its exposure to riskier assets as an individual approaches retirement.
Similarly, in Singapore, the Central Provident Fund, or CPF, explored the introduction of a Lifetime
Retirement Investment Scheme, or LRIS, which consists of a few well-diversified, passively managed
products. We believe these are welcome developments that should help reduce the returns gap
experienced by investors, and provide them a simpler and more effective path towards achieving their
financial goals. K
Morningstar Manager Research, Asia May 2017 Contents 1 Executive Summary 2 Introduction 3 What are "Gaps" and how do we calculate them? 4 Unique challenges in the Asia study 5 What are the return gaps 8 Factors behind the gaps 11 The secret to narrowing return gaps - Automatic Investment Plans? 12 Conclusion 13 Appendix 32 Disclosures Arthur Wu, CFA, CAIA, FRM Senior Analyst, Manager Research Wing Chan Director of Manager Research, Asia
Important Disclosure The conduct of Morningstar’s analysts is governed by Code of Ethics/Code of Conduct Policy, Personal Security Trading Policy (or an equivalent of), and Investment Research Policy. For information regarding conflicts of interest, please visit: http://global.morningstar.com/equitydisclosures
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Introduction
“Mind the Gap” is a study that aims to quantify the impact of market timing decisions made by mutual
fund investors. The study sheds light on whether investors benefit from their market timing decisions,
the magnitude of the benefit/detriment of these decisions, plus it aims to identify certain mutual fund
characteristics which could possibly enhance/diminish that magnitude.
The first “Mind the Gap” study was published in the U.S in 2005. By comparing a fund’s investor returns
(money-weighted returns) and total returns (time-weighted returns), we found that investors are NOT
proficient in timing the markets, and, on aggregate, investors suffered from their market timing decisions.
The U.S. study was updated on an annual basis and the results have remained largely consistent over
the years. In 2016, we extended the study to include European investors, and the results told a similar
message: fund investors generally make subpar market timing decisions.
“Be Fearful When Others Are Greedy and Greedy When Others Are Fearful” Warren Buffett
Investing is a beautiful game but when fear and greed take over, investors make mistakes. They
sometimes buy into an investment after it has run up on price, but panic during market turmoil and sell
out at a loss. This contradicts the notion of buying low and selling high, and Exhibit 1 shows an example
of this phenomenon. The blue line shows the performance of a popular Asian ex-Japan equity fund
between 2007 and 2009, while the bars depict the monthly net flows of the fund. It quickly becomes
evident that investors are poor market timers; there were massive inflows in September/October 2007
when the fund performed strongly at the peak of the bull market, and investors did not re-enter the fund
until fund performance rebounded on the back of the market run-up in 2009.
Exhibit 1 Contrary to the notion of buying low and selling high…
Source: Morningstar Direct as of 31/12/2016. Note: Fidelity Asia Focus (old Name: Fidelity South East Asia) in USD terms for period 2007 to 2009.
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It is particularly interesting to extend the study to Asia because anecdotally, Asian investors tend to be
more active in market timing and have shorter investment horizons than their peers in the U.S. and
Europe. One possible reason for this might be the lack of capital gains taxes in markets such as Hong
Kong, Singapore and Taiwan, which means investors do not incur any taxes when they switch in and out
of funds. In addition, mutual funds in these markets are often sold by commission-based distributors,
who may encourage investors to frequently change their fund investments so the distributors earn more
in fees.
What Are “Gaps” and How Do We Calculate Them?
To measure how much investors benefit or suffer from market timing, we need to calculate the return
“gaps,” which essentially refers to the difference between total return and investor return. Total return,
which is also known as time-weighted rate of return, or TWRR, captures the total, geometric returns
that an investment generates over time. Investor return, on the other hand, refers to the actual return
investors experience taking into consideration the impact of cash flows. Thus, investor returns are also
known as money-weighted rate of return, or MWRR. To aggregate a fund’s investor return data, it is
asset-weighted using the average of assets under management over the period being measured. Such
data is then aggregated at the asset class level.
We then compare the asset-weighted return to total return within each asset class grouping to
determine the average investor experience. The gap between the two figures tells us how well investors
have timed their investments in aggregate. For the purpose of this study, exchange-traded funds are
excluded because it is difficult to estimate investor intent.
As an example, consider a mutual fund that generated a return of 5% in 2016—this is the total return.
But from an investor’s perspective, investor returns can differ when their market timing decisions are
taken into consideration.
Scenario 1: Alex invests $100 on 1 January 2016 and stays invested over the course of 2016. The total
return was the same as the investor return, that is, 5%, and there was no returns gap.
Scenario 2: Barry invested $50 on 1 January 2016. After seeing his investment grow by 50% in the first
six months, he decided to invest another $50 on 1 July 2016. Unfortunately, the market fell by 30% in
the second half of 2016, leaving Barry with an investor return of negative 16.4% for the year. This
resulted in a negative returns gap of negative 21.4%.
Scenario 3: Chris invested $50 on 1 January 2016. Although his investment fell by 30% in the first six
months, he decided to invest another $50 on 1 July 2016. Luckily for Chris, the market rebounded by
50% in the second half of 2016, leaving Chris with an investor return of 37.6% for the year. This resulted
in a positive returns gap of 32.6%.
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These are simplified examples of the calculations. In practice, we also consider other factors such as
dividends and fund mergers. For quant enthusiasts who are interested in the specifics, we have a white
paper which depicts the calculations1 in greater details.
Echoing the “Mind the Gap” studies in other regions, we also broke down the data into several factors
such as risk, fund expenses, and manager tenure, with the aim to explore whether such factors can
affect the magnitude of the investor gap.
Unique Challenges in the Asia Study
Unlike the U.S. and Europe studies, the Asia study posed several unique challenges. One of the biggest
challenges was that a large preponderance of funds available for sale in the Asian open markets of Hong
Kong, Singapore, and Taiwan are funds also available for sale in other markets. Although we could
calculate the returns gaps on these offshore funds, it was difficult to fully differentiate the Asia-based
investors from those investors not based in Asia. Therefore, we adopted the following approach:
1. Compare the returns gap between Luxembourg-domiciled offshore funds; and all offshore
(which includes Luxembourg, Ireland and Cayman Island domiciles) and locally-domiciled funds
that are available for sale in Asia.
2. Compare the returns gap between all offshore and locally-domiciled funds available for sale in
Asia; as well as locally-domiciled funds in Hong Kong, Singapore, and Taiwan.
In calculating investor returns, the availability of monthly share class level assets for each fund is crucial.
However, we are yet to have full data coverage for funds available for sale in Asia. Therefore, we
consider the data preliminary and the results intriguing rather than conclusive.
In addition, we left out convertible, alternative, and money market funds as standalone groupings, as
well as funds that have a currency bias/hedge of any currency outside of Hong Kong, Singapore and
Taiwan, or G3, such as U.S. dollars, Euros, and Japanese yen.
The original “Mind the Gap” study in the U.S. focuses on the 10-year gap but when the study expanded
to include European markets in 2016, it focused on a five-year gap because of the availability of data in
European markets. While the use of shorter-term data comes with the obvious advantage of an
expanded data universe, it failed to capture the full investment cycle which included events such as the
global financial crisis in 2008. Given that the investment universe within the open markets in Asia is not
dissimilar to Europe, this paper also focuses on five-year data but we will look to extend the time horizon
in the future when sufficient data is available.
We broke down our study universe into four categories: (i) concentrated equities; (ii) diversified equities;
(iii) fixed income; and (iv) allocation. Concentrated equities refer to equity funds that invest in a single
1 Investor Return white paper:
https://corporate.morningstar.com/us/documents/MethodologyDocuments/MethodologyPapers/InvestorReturnMethodology.pdf
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country (apart from those that invest in the U.S, as they are generally considered as a key part of
strategic asset allocation) or a single sector, while diversified equities refer to funds that invest in more
than one equity market.
We elected to split the equity universe into two because we understand that investor behavior often
differs between diversified and concentrated equity funds—a more diversified, regional equity fund is
often considered as part of strategic asset allocation, but investors often consider a niche, single
country/sector fund as more of a tactical play. Anecdotally, we also learnt that investors in Asia tend to
show greater interests in niche, thematic funds that may only invest in a small subset of the broader
equity market. As well, they are often launched at times when such themes are popular, so it is worth
exploring whether investors have been successful in timing their entry and exits into these types of
strategies.
Finally, considering the lack of fund options within the alternatives space, we only included the returns
gap for these funds as part of the calculation of the returns gap for all funds.
What Are the Returns Gaps?
Exhibit 2 depicts the returns gap between Luxembourg-domiciled funds and the offshore and locally-
domiciled funds available for sale in Hong Kong, Singapore, or Taiwan. Generally, funds available for sale
in Asia had larger gaps than Luxembourg-domiciled funds, implying that investors in Asia tend to suffer
more from timing decisions. The largest gaps were observed in allocation funds, but this was largely
driven by compositional differences between the two markets. More specifically, unlike the Luxembourg-
domiciled universe, the allocation funds available for sale in Hong Kong, Singapore, and Taiwan are
dominated by five products, meaning that the number should be taken with a pinch of salt. On the other
hand, diversified equity was the only group where funds available for sale in Asia did better.
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Exhibit 2 Five-year Returns Gap
Source: Morningstar Direct as of 31/12/2016. Note: Data five years through end 2016. Gaps are asset-weighted investor returns minus average total returns. Data is displayed in USD terms.
Exhibit 3 shows the returns gap between Luxembourg-domiciled and locally-domiciled funds in Hong
Kong, Singapore, or Taiwan.
Exhibit 3 Five-year Returns Gap
Source: Morningstar Direct as of 31/12/2016. Note: Data five years through end 2016. Gaps are asset-weighted investor returns minus average total returns. Data is displayed in USD terms.
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Asian Investors Suffered the Largest Gaps in Concentrated Equity Funds
The returns gaps in concentrated equity funds were particularly interesting. Looking at Exhibit 2, while
the returns gaps between concentrated (negative 0.52%) and diversified equity groups (negative 0.50%)
were almost identical within the Luxembourg-domiciled universe, the returns gap was noticeably larger
for Luxembourg- and locally-domiciled funds available for sale in Hong Kong, Singapore or Taiwan
(negative 0.87%). And if we focus only on locally-domiciled funds shown in Exhibit 3, we see
significantly larger gaps for Taiwan (negative 2.37%), Hong Kong (negative 2.96%), and a whopping
negative 4.32% for Singapore-domiciled funds. Here, we examine the data and try to understand the
underlying reasons behind the large returns gaps experienced by investors.
Asian Investors Timed the Commodity Complex Badly via Commodity-Related Equities
The commodity super-cycle of the 2000s resulted in a period of exceptionally strong performance for
commodity-related equity funds, and this may have left a lasting impression for many investors. Over the
past five years, other than 2016, commodity prices were among the worst-performing assets and
investors have been rather unsuccessful in calling the bottom of commodity-related equity funds,
resulting in large returns gaps in this category (see Exhibit 4).
Exhibit 4 Asian investors timed the commodity complex badly
Source: Morningstar Direct as of 31/12/2016. Note: Estimated monthly flows. In USD terms. Performance and Total flows are the average of Sector Equity – Energy and Sector Equity – Industrial Metals that is available for sale in either Hong Kong, Singapore or Taiwan.
Asian Investors Generally Did Not Make the Right Single Country and Single Sector Equity Calls
Outside of commodity-related equity funds, we also observed large returns gap in Japanese equities
(especially in 2012 and 2013 when Abenomics were first introduced), and in Chinese equity and Indian
equity funds. In the latter cases, the returns gaps were not concentrated in certain years, but rather,
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spread out over the five-year period. From an individual market perspective, Singapore-domiciled funds
saw larger returns gaps in Healthcare and Indian equities, Hong Kong-domiciled funds saw larger returns
gaps in Japanese equities, while the largest returns gaps in Taiwan-domiciled funds were attributed to
REIT funds.
All these allude to investors’ dismal track record in trying to time markets, especially in single
country/sector funds which are often more volatile. This suggests that investors might be better served
by taking a longer-term, diversified approach towards their investments.
Factors Behind the Gaps
We have discussed the gaps and attempted to uncover reasons to explain them. We will now look at
various fund factors which might impact the magnitude of the gap.
We look at three factors in this study: a fund’s risk metric (standard deviation and our proprietary
Morningstar Risk measure); a fund’s expense ratio; and the portfolio manager’s tenure on the fund. We
will attempt to answer the question, “What sort of funds exhibits larger or smaller returns gaps?”
Risk (Standard Deviation and Morningstar Risk)
Since fear and greed are among basic emotions that investors possess, it is not surprising to see that
the riskier the fund, the more tempted investors are to make buy and sell decisions, which can in turn
magnify their returns gap. Previous “Mind the Gap” studies suggested that funds with higher volatility
often led to worse returns gaps.
Here we sort a fund’s risk in two ways: relative to the fund’s category, and relative to the broad mapping
group. For example, we sorted the volatility of a fictitious ABC Singapore equity fund against both the
Singapore equity Morningstar Category, as well as the Concentrated Equity group which contains all
single country/sector equity categories. This is useful in categories where limited data is an issue.
We also used two measures of volatility, namely standard deviation and Morningstar Risk, our
proprietary risk measure. For brevity’s sake, standard deviation measures total risk (upside and downside
volatility), while Morningstar Risk penalises downside volatility.
According to the data set, we see a clear pattern within concentrated equity funds (Exhibit 6 and 7).
Interestingly, the riskiest quintile stood out with the largest returns gaps, and it is perhaps not difficult to
understand why. Over the years, we have seen numerous examples of investors getting attracted into
highly concentrated equity strategies on the back of seemingly attractive thematic or stories, only to see
markets reverse, resulting in significant losses. In addition to the example around commodity funds,
notable returns gaps were observed in concentrated equity strategies such as Japanese equities in
2013, Biotechnology equities in 2014 and 2015, and Russian equities in 2015.
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Exhibit 5 Other examples within concentrated equity
Category Group Large negative Gap (year) Possible reasons
Japan Equities Concentrated Equities 2013 Abenomics Biotechnology Equities Concentrated Equities 2014, 2015
Yellen’s speech on Biotechnology in 2014, before the market peaking in 2015
Russia Equities Concentrated Equities 2015 News on the Annexation of Crimea
Source: Morningstar Direct as of 31/12/2016.
For the other asset class groupings, we saw no notable correlations between risk measures and returns
gaps. This may be explained by the time period we used for this study. For the past five years, it has
been a benign, up-trending market for equities and fixed income securities. With the exception of niche
equity strategies, diversified equity funds have generally performed well. Within fixed income, most
sectors have delivered steady, positive performance irrespective of the level of risk taken.
Exhibit 6 Concentrated Equity - Five-year Returns Gap - split by standard deviation
Source: Morningstar Direct as of 31/12/2016. Note: Split by standard deviation quintiles - against grouping
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Exhibit 7 Concentrated Equity - Five-year Returns Gap - split by Morningstar Risk
Source: Morningstar Direct as of 31/12/2016. Note: Split by Morningstar Risk quintiles - against grouping
Expense Ratio
The expense ratio measures the cost borne by investors when they invest in mutual funds. Results of
previous “Mind the Gap” studies in the U.S. and Europe showed a clear trend that the more expensive
the fund, the larger the returns gap tends to be. For investors in Asia, the fee impact on investor returns
was the strongest within fixed income funds.
Some explanations on why fees correlate with better investor returns were documented in the previous
U.S. studies. For one, investors in cheaper funds may represent a cohort of savvier investors who prefer
low-cost funds, and they might be better at market timing. The active-passive debate might offer some
explanation. Index funds, for instance, tend to be low cost. The 2016 Europe study found that returns
gaps were positive for index funds, while the 2016 U.S. study found a negative correlation between a
fund’s tracking error and returns gaps. However, this is not a plausible explanation for Asia as it does not
explain why the fee effect is not present in other groupings other than fixed income (Exhibit 8).
A possible reason quoted in earlier studies was that low-cost funds are more eminent among retirement
schemes. Since investors are mandated to make periodic contributions to their own retirement accounts,
it has the effect of a dollar-cost averaging strategy—by making a fixed investment towards a fund,
investors benefit from buying more units when prices are low, and less units when prices are high. In
other words, investors in these funds have a far greater chance of narrowing their returns gap, or even
achieving a positive returns gap, by adopting such a strategy.
The defined contribution scheme in Singapore (Central Provident Fund, or CPF) echoes some of these
characteristics. In September 2014, the CPF Board placed a lower cap on the total expense ratio for
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funds on its platform, and new managers who wanted to onboard their products on CPF’s platform must
adhere to the lower fee caps.
Exhibit 8 Concentrated Equity - Five-year Returns Gap - split by expense ratio
Source: Morningstar Direct as of 31/12/2016. Note: Split by expense ratio quintiles - against grouping
Manager Tenure
Manager tenure refers to the time portfolio managers spent managing the fund. We did not find any
relationship between this factor and the returns gaps. This result is consistent with our studies in other
regions.
The Secret to Narrowing Returns Gaps - Automatic Investment Plans?
As part of our global “Mind the Gap” study, we observed positive returns gaps in South Korea among
fixed income funds, in Australia among superannuation funds, and in the U.S. among target date funds.
The link across these markets are automatic investment plans, or AIPs. AIPs refer to investment
programs that allow investors to contribute small amounts of money at regular intervals. Funds are
automatically deducted from the investor’s checking/savings account or paycheck and invested into the
plan. Judging by the positive gaps for funds under AIPs in these regions, it appears that these plans kept
investors disciplined and prevented them from making unwise market timing decisions. Seeing this work
in three different investment cultures is a strong endorsement for the practice worldwide.
AIPs already exist in Asia, and they are likely to become more prominent as governments start to
intervene. In defined contribution retirement schemes, regulators setting frameworks where low-cost
diversified offerings with regular contributions (AIPs) are either the default or part of the default options.
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For example, in Hong Kong, starting from 1 April 2017, each Mandatory Provident Fund2 scheme will
offer a Default Investment Strategy3 which puts investors’ money in lower-cost balanced strategies if
they do not make an investment choice. In Singapore, the Central Provident Fund4 is currently in talks of
introducing a Lifetime Retirement Investment Scheme (LRIS), which is similar-in-nature to the DIS in that
they are both low-cost passively managed investments which require regular investments. Given the
positive returns gaps we have witnessed and the increasing importance of lower-cost investments,
these developments in Asia are laudable and we hope that they will help provide better outcomes to
investors.
Conclusion
Overconfidence is a common behavioral bias, and this study confirms that investors in Asia are no
different when it comes to their ability to effectively time market entries and exits. We learnt that
returns gaps are often larger in more volatile, concentrated equity strategies, while smaller gaps can be
observed in the more diversified, lower cost options that are often associated with retirement schemes.
All these suggest that investors are perhaps best placed to adopt a long-term mindset, focus on broad-
market strategies, and seek to invest through dollar-cost averaging or automatic investment plans.
Thankfully, we are encouraged to see that a number of pension fund regulators in Asia are promoting
this approach, and we believe this is a welcoming development that should help investors better achieve
their financial goals. K
2 Details on the Mandatory Provident Fund: http://www.mpfa.org.hk/eng/mpf_system/background/index.jsp
3 Default Investment Scheme: http://www.mpfa.org.hk/engm/main/DIS/index.jsp
4 Details on the Central Provident Fund: https://www.cpf.gov.sg/Members/AboutUs/about-us-info/cpf-overview
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Appendix 1
Five-year Returns Gap
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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Appendix 2
Category Mapping Allocation - Category Mapping EAA Fund Asia Allocation EAA Fund EUR Aggressive Allocation - Global EAA Fund EUR Cautious Allocation EAA Fund EUR Cautious Allocation - Global EAA Fund EUR Flexible Allocation EAA Fund EUR Flexible Allocation - Global EAA Fund EUR Moderate Allocation EAA Fund EUR Moderate Allocation - Global EAA Fund Global Emerging Markets Allocation EAA Fund Other Allocation EAA Fund Target Date 2016 - 2020 EAA Fund Target Date 2021 - 2025 EAA Fund Target Date 2026 - 2030 EAA Fund Target Date 2036 - 2040 EAA Fund Target Date 2041 - 2045 EAA Fund Target Date 2046+ EAA Fund TWD Aggressive Allocation EAA Fund TWD Cautious Allocation EAA Fund TWD Moderate Allocation EAA Fund USD Aggressive Allocation EAA Fund USD Cautious Allocation EAA Fund USD Flexible Allocation EAA Fund USD Moderate Allocation Concentrated Equities - Category Mapping EAA Fund Canada Equity EAA Fund China Equity EAA Fund France Large-Cap Equity EAA Fund Hong Kong Equity EAA Fund India Equity EAA Fund Indonesia Equity EAA Fund Islamic Equity - Other EAA Fund Italy Equity EAA Fund Japan Equity - Currency Hedged EAA Fund Japan Flex-Cap Equity EAA Fund Japan Large-Cap Equity EAA Fund Japan Small/Mid-Cap Equity EAA Fund Property - Indirect Asia EAA Fund Property - Indirect Europe EAA Fund Property - Indirect Global EAA Fund Property - Indirect North America EAA Fund Property - Indirect Other EAA Fund Russia Equity EAA Fund Sector Equity Agriculture EAA Fund Sector Equity Alternative Energy EAA Fund Sector Equity Biotechnology EAA Fund Sector Equity Communications EAA Fund Sector Equity Consumer Goods & Services EAA Fund Sector Equity Ecology EAA Fund Sector Equity Energy EAA Fund Sector Equity Financial Services EAA Fund Sector Equity Healthcare EAA Fund Sector Equity Industrial Materials EAA Fund Sector Equity Infrastructure EAA Fund Sector Equity Natural Resources EAA Fund Sector Equity Other EAA Fund Sector Equity Precious Metals EAA Fund Sector Equity Technology EAA Fund Sector Equity Utilities EAA Fund Sector Equity Water EAA Fund Singapore Equity EAA Fund Spain Equity EAA Fund Switzerland Large-Cap Equity EAA Fund Switzerland Small/Mid-Cap Equity EAA Fund Taiwan Large-Cap Equity EAA Fund Taiwan Small/Mid-Cap Equity EAA Fund Thailand Equity EAA Fund Turkey Equity
EAA Fund UK Equity Income Concentrated Equities - Category Mapping (cont'd) EAA Fund UK Flex-Cap Equity EAA Fund UK Large-Cap Blend Equity EAA Fund UK Large-Cap Growth Equity EAA Fund Germany Large-Cap Equity EAA Fund Korea Equity EAA Fund Other Asia-Pacific Equity EAA Fund UK Small-Cap Equity EAA Fund Vietnam Equity Diversified Equities - Category Mapping EAA Fund Africa & Middle East Equity EAA Fund Asia-Pacific incl Japan Equity EAA Fund Australia & New Zealand Equity EAA Fund BRIC Equity EAA Fund Eurozone Mid-Cap Equity EAA Fund Global Small-Cap Equity EAA Fund Greater China Equity EAA Fund Islamic Global Equity EAA Fund Latin America Equity EAA Fund Nordic Equity EAA Fund Africa Equity EAA Fund ASEAN Equity EAA Fund Asia ex Japan Equity EAA Fund Asia ex Japan Equity - Currency Hedged EAA Fund Asia ex-Japan Small/Mid-Cap Equity EAA Fund Asia-Pacific Equity - Currency Hedged EAA Fund Asia-Pacific ex-Japan Equity EAA Fund Asia-Pacific ex-Japan Equity Income EAA Fund Brazil Equity EAA Fund China Equity - A Shares EAA Fund EMEA Equity EAA Fund Emerging Europe Equity EAA Fund Emerging Europe ex-Russia Equity EAA Fund Europe Equity - Currency Hedged EAA Fund Europe Equity Income EAA Fund Europe ex-UK Large-Cap Equity EAA Fund Europe ex-UK Small/Mid-Cap Equity EAA Fund Europe Flex-Cap Equity EAA Fund Europe Large-Cap Blend Equity EAA Fund Europe Large-Cap Growth Equity EAA Fund Europe Large-Cap Value Equity EAA Fund Europe Mid-Cap Equity EAA Fund Europe Small-Cap Equity EAA Fund Eurozone Large-Cap Equity EAA Fund Global Emerging Markets Equity EAA Fund Global Emerging Markets Equity - Currency Hedged EAA Fund Global Emerging Markets Small/Mid-Cap Equity EAA Fund Global Equity - Currency Hedged EAA Fund Global Equity Income EAA Fund Global Flex-Cap Equity EAA Fund Global Frontier Markets Equity EAA Fund Global Large-Cap Blend Equity EAA Fund Global Large-Cap Growth Equity EAA Fund Global Large-Cap Value Equity EAA Fund US Equity - Currency Hedged EAA Fund US Flex-Cap Equity EAA Fund US Large-Cap Blend Equity EAA Fund US Large-Cap Growth Equity EAA Fund US Large-Cap Value Equity EAA Fund US Mid-Cap Equity EAA Fund US Small-Cap Equity Fixed Income - Category Mapping EAA Fund Asia Bond EAA Fund Asia Bond - Local Currency EAA Fund Asia High Yield Bond EAA Fund Emerging Europe Bond EAA Fund EUR Corporate Bond
©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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EAA Fund EUR Diversified Bond EAA Fund EUR Diversified Bond - Short Term Fixed Income - Category Mapping (cont'd) EAA Fund EUR Flexible Bond EAA Fund EUR Government Bond EAA Fund EUR High Yield Bond EAA Fund EUR Ultra Short-Term Bond EAA Fund Europe Bond EAA Fund Europe High Yield Bond EAA Fund Fixed Term Bond EAA Fund Global Bond EAA Fund Global Bond - EUR Hedged EAA Fund Global Bond - ILS EAA Fund Global Bond - USD Biased EAA Fund Global Bond - USD Hedged EAA Fund Global Corporate Bond EAA Fund Global Corporate Bond - EUR Hedged EAA Fund Global Corporate Bond - USD Hedged EAA Fund Global Emerging Markets Bond EAA Fund Global Emerging Markets Bond - EUR Biased EAA Fund Global Emerging Markets Bond - Local Currency EAA Fund Global Emerging Markets Corporate Bond EAA Fund Global Emerging Markets Corporate Bond - EUR Biased EAA Fund Global Flexible Bond EAA Fund Global Flexible Bond - EUR Hedged
EAA Fund Global Flexible Bond - USD Hedged EAA Fund Global High Yield Bond EAA Fund Global High Yield Bond - EUR Hedged EAA Fund Global Inflation-Linked Bond EAA Fund Global Inflation-Linked Bond - EUR Hedged EAA Fund Global Inflation-Linked Bond - USD Hedged EAA Fund High Yield Bond - Other Hedged EAA Fund HKD Bond EAA Fund Islamic Global Bond EAA Fund JPY Bond EAA Fund Other Bond EAA Fund Other Inflation-Linked Bond EAA Fund RMB Bond EAA Fund RMB Bond - Onshore EAA Fund RMB High Yield Bond EAA Fund SGD Bond EAA Fund TWD Bond EAA Fund USD Corporate Bond EAA Fund USD Diversified Bond EAA Fund USD Diversified Bond - Short Term EAA Fund USD Flexible Bond EAA Fund USD Government Bond EAA Fund USD High Yield Bond EAA Fund USD Inflation-Linked Bond
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Appendix 3
Five-Year Offshore and locally domiciled funds available for sale in Asia factor – by Morningstar Category
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Hong Kong Factor by Morningstar category
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Singapore Factor by Morningstar category
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Taiwan Factor by Morningstar category
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Appendix 4
Five-Year Offshore and locally domiciled funds available for sale in Asia factor – by Broad Group
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Hong Kong Factor by Broad Group
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Singapore Factor by Broad Group
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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©2017 Morningstar. All Rights Reserved. Unless otherwise provided in a separate agreement, you may use this report only in the country in which its original distributor is based. Data as originally reported. The information contained herein is not represented or warranted to be accurate, correct, complete, or timely. This report is for information purposes only, and should not be considered a solicitation to buy or sell any security. Redistribution is prohibited without written permission. To order reprints or to license the research, contact your Morningstar Representative. See last page for important disclosures.
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Five-Year Taiwan Factor by Broad Group
Returns Gap - Asset-Weighted and average total and investor returns - data in USD terms
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About Morningstar Manager Research
Morningstar Retirement Manager provides independent, fundamental equity research differentiated by
a consistent focus on sustainable competitive advantages.
For More Information
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