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The Beauty of High Yield Bond Funds – What the Data Tells Us

When it comes to bonds, many investors still believe in owning individual bonds till maturity.

It feels more right in that firstly you do not suffer from capital losses if you held the bond to maturity and secondly you get predictable coupon returns that was promised to you at the start.

Unfortunately, the investors ran into some problems:

  1. They demanded a certain respectable interest yield on their bonds. If it is too low, they find that it is unattractive and would not go for it.
  2. They need to reinvest into another bond after the previous one matures. This maturity period may take place anytime.
  3. Prefers bonds in local currency
  4. For some, they might not have enough capital to diversify (traditionally the minimum you need to purchase bonds is $250,000)

With these requirements, what tends to happen is that these investors push themselves up the risk spectrum.

When they push themselves up the risk spectrum, they take on more geographical risk, currency risk, default risk, duration risk.

But in their mind, these bonds are as safe as a high quality government bonds.

There is a mismatch in expectations and some investors learn the hard way that the risk of these bonds defaulting and not getting 100% of their principal back is real.

I think it is challenging to recommend people to purchase these bonds on the higher yield spectrum unless you have a competent adviser or fund manager. A competent one would know the ins and outs to not just select the bonds to invest, but to sell or trade out to another bond in certain favorable and unfavorable circumstances.

What if We Invest in a Basket of High Yield Bonds?

We don’t recommend investing in individual high yield bonds but what if Kyith have $100 million and can buy a portfolio of high yield bonds?

That was something that crossed my mind last year. How would such a portfolio do?

So I decide to take a look at some of the data.

As an investor, you can invest in exchange traded funds (ETF) that tracks certain global or United States high yield bond indexes.

If we wish to gain exposure to a global high yield ETF that have less estate duty/inheritance tax complication, the iShares $ High Yield Corp Bond UCITS ETF (IHYA) listed on the London Stock Exchange may fit the bill.

This is a US$6 billion ETF with 0.50% expense ratio that tracks the Markit iBoxx USD Liquid High Yield Capped Index.

The IHYU share class was only launched in 2017 but the distributing share class SHYU was launched in 2011.

Unfortunately, I do not have the data for the Markit iBoxx High Yield index. So I got to make use of the Bloomberg Barclays Global High Yield Total Return Index.

This index represents the union of US High yield, the Pan-European HIgh Yield and Emerging Markets Hard Currency High Yield Indices.

I was able to get my hands on 29 calendar yars of global high yield returns.

Here are some current parameters for the index:

  1. Yield to Worst: 6.51%
  2. Time to Maturity: 6.85 years
  3. Number of bonds on index: 3651

Compounded Average Growth

I baked in a 0.50% expense ratio into the index.

From 1990 to Jun 2020 (31 years), the compounded average growth of the BB High Yield index is 8.4% a year.

$1 in 1990 grow to $12 after 31 years.

Indeed the returns tend to be quite equity-like.

Some investors may wonder whether with interest rates getting lower and lower, the 8.4% is very much skewed by better performance before 2000s.

I think the short term interest rates has an influence over high yield bonds, but there are other factors that have influence over high yield bond performance as well.

There are risks of default, liquidity risks.

With more risks, we hope that we can be compensated well to take on the risk.

Let us dissect the compounded average growth:

CAGR$1 Growth
1990 to 20208.4%$12
1990 to 199911.3%$2.92
2000 to 20098.1%$2.17
2009 to 20205.9%$1.82
Compounded average growth of global high yield bond index and how much $1 invested in each time period will grow to.

From the compounded growth breakdown, we observe that either the falling interest has a profound impact on high yield bond returns, or that in the quest for higher yield, demand for high yield bonds relative to other bonds is higher.

I have no way to prove the latter.

In terms of the growth of $1, the absolute return difference between 8.1% and 6.3% looks less significant. But the difference of 3% between 11.3% and 8.1% look huge!

Here is the BB High Yield Index vs the MSCI World Index with Gross Dividends:

BB High Yield IndexMSCI World
1990 to 20208.4%6.9%
1990 to 199911.3%12.0%
2000 to 20098.1%0.2%
2009 to 20205.9%8.8%
Annualized Compounded Average Growth Comparison

In short, the returns of the global high yield index was able to give you equity like returns.

2000 to 2009 was the period where the United States, which formed 50% of the MSCI World, did poorly.

This would also be the period that I may investigate further how well a retiree would do if they have invest in a BB High Yield Index instead.

Bloomberg Barclays Global High Yield 5-Year Rolling Returns

** Click to see Larger Image **

The chart above shows 310 instances of 5-year annualized returns.

For example, if you put $100,000 into this index on Oct 2002, 5 years later, your annualized return is 14.34% a year.

However, if you put $100,000 into this index on Jul 2003, 5 years later, your annualized return is -1.25% a year.

Very contrasting difference.

Some observations:

  1. While the market peaked in 2007 to 2008, if you have invested then, your annualized return is not too shabby at 6.79% a year
  2. What is considered a challenging 5-year period for high yield bonds might not coincide with the challenging periods for equities

The 1.62% a year return starting in Jul 2015 factors in this 2020 Pandemic mayhem.

Bloomberg Barclays Global High Yield vs MSCI World 5-Year Rolling Returns

Let us compared the rolling returns versus the MSCI World. The MSCI World allows you to capture the returns of a basket of global blue chip stocks.

** Click to see Larger Image **

Like the Global High Yield Index, your mileage may vary depending on when you get invested. The 2000 to 2010 was an atrocious period for equities, and you would have been better off invested in this somewhat risky high yield segment.

If we considered other periods, the MSCI World gives you better high yield returns.

You might find it difficult to see whether the global high yield index did better or the MSCI World.

The global high yield minus MSCI World chart might give a better idea:

** Click to see Larger Image **

The period above zero are those periods where the global high yield did better than the MSCI World and the periods below zero are when the global high yield did nto do so well.

The interesting thing is that the high yield outperformance was higher than the MSCI world.

Global High Yield Bond Volatility vs MSCI World Equity Volatility

Returns is just one side of the equation.

In order to capture the returns, you got to be able to ride the volatility. The higher the volatility, the tougher it is for us to live with.

The higher the volatility, the returns tend to be higher as well.

BB High Yield IndexMSCI World
1990 to 20209.86%14.95%
1990 to 19999.62%13.93%
2000 to 200911.50%16.50%
2009 to 20208.19%14.20%
Volatility represented by Standard Deviation Comparison (higher the number the more volatile)

The table above shows the standard deviation of the BB Global High Yield and MSCI World.

Basically, BB Global High Yield Index has a slightly weaker return but its volatility profile is close to that of a 60% Equity 40% Balanced fund.

BB Global High Yield has a higher risk-adjusted return versus the MSCI World.

This means that investors may have a more livable experience with high yield than equity over this 31-year historical time period.

If the experience is more livable, they tend to be able to stick to it for a longer period.

Global High Yield Bond Drawdown Profile

Even if we compare the volatility between two asset class, it does not give you a good idea the downside volatility.

Volatility can be to the upside or to the downside.

If we examine the profile of the drawdown, it may give us a better picture. A drawdown happens when prices fall down from a certain point.

Drawdowns can be as shallow as 0.1% to as much as 33%.

Magnitude of drawdown if you invest in the BB Global High Yield Bond from 1990 to 2020

The chart above shows the number of times you will face a drawdown and how deep are the draw down.

The GFC draw down was steep at -33.57%. But you will notice that most of the drawdown is less than 10%.

Here is a table to show the break down of the drawdown:

In this 31 year period, there were 39 notable drawdowns.

74% of these drawdowns were less than 5% in magnitude. They take an average of 2 months to recover so that you get back to the peak.

10% of those drawdowns were between 5% to 10%. 13% of those drawdowns were between 10% to 20%. (this includes the pandemic drawdown)

There is one big drawdown that is -33.5% in magnitude.

About 85% of the drawdown recovered within the year.

Global High Yield Bond Versus Balanced Fund

Remember that I said previously that at this point, the Global High Yield Bond Index has quite a similar profile to a 60% Equity 40% Bond Balanced Fund?

How well will each do if we pit them against each other?

I have created a 60% MSCI World Index + 40% Bloomberg Barclays Global Aggregate Bond Index with 36 basis point of fee. The bond is rather long duration so the returns tend to be closer to the high yield.

BB High Yield Index60% MSCI World 40% BBGA
1990 to 20208.4%6.2%
1990 to 199911.3%9.8%
2000 to 20098.1%2.3%
2009 to 20205.9%6.6%
Annualized Compounded Average Growth Comparison

I think return wise the BB Global High Yield Index gives a more balanced return.

BB High Yield Index60% MSCI World 40% BBGA
1990 to 20209.86%8.98%
1990 to 19999.62%8.86%
2000 to 200911.50%9.60%
2009 to 20208.19%8.35%
Volatility represented by Standard Deviation Comparison (higher the number the more volatile)

While BB Global High Yield has higher return, its volatility profile tends to be higher than the balanced portfolio.

The risk adjusted returns, after factoring in volatility is also higher for the BB Global High Yield index.

If we layer the Balanced fund against the BB Global High Yield Index, you will notice that they tend to be correlated for most periods.

But the returns of the high yield index always looked better.

Actual ETF Performance Versus BB Global High Yield Bond Index

Both the SHYU and IHYU sought to replicate the Markit iBoxx USD Liquid High Yield Index and not the Bloomberg Barclays Global High Yield Index.

So I thought it might be a good idea to do a sanitary check just to ensure that the performance is not too far off.

IHYU do not have a long history and so I sought to compare the performance of SHYU, converted from GBP to USD to its Markit iBoxx index and BB Global High Yield Index:

Source: Bloomberg, click for larger illustration

What we notice is that the BB Global High Yield Index performed better than the Markit iBoxx HY Index.

In a way SHYU is not doing too badly versus its own index. The difference over 9 years is about 10% which is pretty big in the grand scheme of things.

But still 5.44% a year return vs 6.12% a year is not too far off.

ETF Versus Active Funds

I thought while we are at this, let us take a look at how the ETF compares to some of the popular unit trust funds out there.

They say that the active manager can better add value when it comes to bond management as compared to equities.

So I managed to pick up some Blackrock, Pimco, and JP Morgan Global High Yield funds and contrast their performance to the SHYU over this 9-year period.

You will notice that the performance of most active funds fall pretty close to SHYU. There is one fund that is more special. This is the PIMCO GIS Global High Yield Bond Fund.

Notice that there are two PIMCO fund of the same name. The difference here is the green one is the institutional share class of the same fund. Likely, the expense ratio is much lower than the retail one.

This shows you the difference cost makes.


If you based a large portion of your portfolio on an individual high yield bond, that could be a very risky thing.

However, if you hold a portfolio of bonds, the returns can be rather decent even though the credit rating for each individual issue can be pretty low.

Based on historical data:

  1. Global high yield is not bad compared to 100% equities and a balanced portfolio
  2. The volatility profile of high yield is comparable to a balanced fund
  3. Total return has come down as interest rate comes down. However, at this point it is rather inconclusive if the fall is largely attributable to the interest rate. Equity returns have come down versus years ago.
  4. The worst drawdown of a global high yield bond fund is equivalent to that of a balanced fund

Notice that in this whole analysis, there was not much mention of the yield to worst, yield to maturity.

As with most things, I look at things from the total return perspective. How does the capital appreciation and yield measure together versus another security.

The main idea is to not look at high yield bond as a segment closer to high quality bonds but as it is, somewhere that belongs halfway between the equity and bond on the risk spectrum.

You will go through periods of volatiltiy but you should do alright. I do think that unless we have a great reset, future high yield returns, just like equities and bonds will get lower.

If you take a more passive approach to invest and think some of these more data-driven articles would benefit your wealth-building, you can check out this VWRA vs IWDA article and this DFA Global Core rolling returns article on Providend written by yours truly.

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Friday 31st of July 2020

Hi Kyith,

Any idea what are the capital gain taxes and estate duties for Singaporeans who invest in Ireland domicile S&P 500 ETFs listed on LSE?


Friday 31st of July 2020

Hi James, you will not be taxed capital gain taxes if you sell the ETF listed in LSE. it is not because it is listed in LSE but its domiciled in Ireland. as of now Ireland do not tax retail investors estate duties.


Monday 20th of July 2020

Good insight! I believe there is always a place for HY. BTW statistically what is the default rate for HY vs IG, the we may take a risk based approach.


Thursday 23rd of July 2020

Hi Chris, I have not looked into the default rate of high yields. The highest range for emerging market corporate bond is close to 9%. for emerging market govt corporate bond is 6%.


Sunday 19th of July 2020

I think those who have been in funds for a long time, or those who have been investing in US for 15+ years ... this is not new.

Basically the reason you want to add junk bonds funds is the diversification of asset classes. It zogs while stocks zig & treasuries zag. Although it moves closer to stocks behaviour than treasuries. I would say closer to 70:30.

Many ppl in S'pore as usual tend to analyse as whether it can give (almost) guaranteed returns at low risk, and/or binary all-or-nothing approach. Every asset has their cycles & idiosyncrasies. Stocks, treasuries, IG corporates, coco's, junk bonds, properties, commodities, precious metals, USD, SGD etc ... all do very badly at some times & very well at other times, and everything in between.


Sunday 19th of July 2020

i feel currently, high yield bond funds have too much additional risk over Investment Grade Corporate Bond ETFs.

This 'yield compression' as the yield gap between high yield and investment grade is reverting to historical lows (it spiked during the crash but once Fed said they are going to buy Junk bonds, the spread is dropping again)

I looked at the Barclays Global Aggregate Bond index you used for the basis of comparison and the benchmark contains 52% Treasuries and 12% Mortgage backed securities. Maybe a better comparison benchmark would be investment grade corporates only vs high yield.

I'm currently vested in LQDE and VDCP, US Investment grade corporates and happy with the yield and even got some capital gain. As a bonus, investment grade bond ETFs have lower expense ratio.


Sunday 19th of July 2020

Hi Lim,we are getting into a market timing conversation now. That is not something I want to look into at this point. I am not sure but I am basing on Barclays global high yield bond index.


Sunday 19th of July 2020

oops the link i provided was European market spreads but globally the pattern seems similar


Sunday 19th of July 2020

Hi Kyth, my view is that you might have to exercise caution using index and over past data given that risk free rates have dropped so much over these periods. So, past performance does not equate future.

Does ETF bonds funds also provides yield or coupons vs a bonds funds?

Most bond funds includes high yield, perpetual and COCO (banks) to pop up the the event of crisis, some issuers within the bonds funds could default, how much diversification could you benefit from such?

But what is true is that it is getting harder to generate a reasonable regular passive income in the investor's capital is limited to buy investment grade bonds given the lower yield.

Thanks for the write up!


Sunday 19th of July 2020

HI FCY, I think you are looking at things a little bit wrong. I am not discounting that high yield, perpetual and COCO are not inside them. They should be inside them. Perhaps non of the perpetual. So if they are inside them as in the past, and some of these bonds default, and it still produces this result, then what does this mean?

What you are saying is that in the past 31 years, high yield bonds have not defaulted, the yield spreads have not narrowed and thus i should be careful. I think this is not the case. we know yield spreads definitely have narrowed. And yet the rolling returns results is as such. In some years it is lower in some years it is very high.

That is all there is to it.

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