Morningstar - Q2 2021 - 31

EXHIBIT 3

with lower credit ratings-had the lowest
correlation with equities during the period of any
of the muni groups in our sample. That was
surprising in that lower-rated taxable bonds were
notably weak diversifiers for equities during
the period.
Moreover, state and municipal finances have
come under pressure during the pandemic
as a result of pandemic-related outlays and
declining tax receipts. However, high-yield munis
may have benefited from their higher absolute
yields, which provide a cushion against losses, as
well as their relative illiquidity. The fact that
fewer of these bonds changed hands during this
period helped hold their prices aloft.
While New York City bore the brunt of the
pandemic early on, accounting for a large
percentage of pandemic-related hospitalizations
and deaths, municipal-bond funds focused
on New York state were no worse as diversifiers
than were broadly diversified municipalnational funds. The same was true for Californiafocused funds.

2020 Correlation Matrix Municipal Bonds
Time Period:
01/2020-12/2020

1.00 to 0.80
0.80 to 0.60

0.60 to 0.40
0.40 to 0.20

0.20 to 0.00
0.00 to -0.20

Morningstar US 1-5 Yr Treasury Bond
1
2
Morningstar US Core Bond
Morningstar US Cash T-Bill
1 Morningstar US Market TR
1.00
Index

2 Morningstar US Core Bond TR

-0.20 to -0.40
-0.40 to -0.60

3

4

5

0.25

1.00

-0.53

0.56

1.00

4 US Fund High-Yield Muni Category

0.45

0.36

-0.30

1.00

5 US Fund Muni National Interm Category

0.41

0.42

-0.18

0.96

1.00

6 US Fund Muni National Long Category

0.41

0.42

-0.17

0.97

1.00

7 US Fund Muni National Short Category

0.50

0.42

-0.25

0.93

0.98

3 Morningstar US Treasury & Govt. Bond TR

Source: Morningstar Direct. Data as of 12/31/2020.

01/2004

01/2007

01/2010

01/2013

6

Rolling 3-Yr
7
Correlation
0.4
0.06

01/2016

0.0
-0.36
1.00

-0.4
-0.50
0.97
1.00
-0.8

01/2019

EXHIBIT 4

Municipal Bonds as Diversifiers Correlations with equities have risen over
the past decade.
US Fund High-Yield Muni Category

Rolling 3-Yr
Correlation
1.0

US Fund Muni National Interm Category

E X H I B IT 3 shows the correlations between
various municipal-bond investments and the U.S.
equity market for 2020.

0.33 0.5
0.28

Longer-Term Trends
Over the past 20 years, municipal bonds have
had a slightly negative correlation with
equities. However, all muni categories had a
higher correlation with equities than did
the Morningstar US Treasury & Government Index
and the Morningstar US Core Bond Index.
In short, high-quality taxable-bond exposure
has been a better portfolio diversifier than
municipal-bond exposure.

01/2004

Munis' correlation with equities has also risen
a bit over the past decade. Whereas correlations
with equities were mostly negative in the
20-year period from 2001 to 2020, they nudged into
positive territory from 2011 to 2020 ( E X H I BI T 4 ).

Across all longer-term time frames, high-yield
municipal bond funds were the least
effective diversifiers for equities of any municipalbond-fund group. That's similar to the trend for
high-yield taxable bonds; they're much less
defensive and more sensitive to economic stress
than high-quality bonds.

Their correlation with equities have also jumped up
at an unappealing time-when equities have
slumped. They did so in the financial crisis from
2007 to 2009 and again in early 2020.

-0.60 to -0.80
-0.80 to -1.00

0.0

-0.5
01/2007

01/2010

01/2013

01/2016

01/2019

Source: Morningstar Direct. Data as of 12/31/2020.

Portfolio Implications
Municipal bonds have provided a decent, although
certainly not perfect, diversifier with equities.

Over longer periods, munis have exhibited a higher
correlation with equities than high-quality
taxable-bond indexes, especially Treasury bonds.
One of the key reasons may be that the muni
market is less liquid than that of Treasuries, and it
has often seized up in periods of equity market
stress. That suggests that even investors who put
a high value on the tax-saving features of
municipal bonds should consider augmenting
them with U.S. government bonds for
diversification benefit and ballast during equity

morningstar.com/lp/magazine

31


http://www.morningstar.com/lp/magazine

Morningstar - Q2 2021

Table of Contents for the Digital Edition of Morningstar - Q2 2021

Contents
Morningstar - Q2 2021 - Cover1
Morningstar - Q2 2021 - Cover2
Morningstar - Q2 2021 - 1
Morningstar - Q2 2021 - 2
Morningstar - Q2 2021 - Contents
Morningstar - Q2 2021 - 4
Morningstar - Q2 2021 - 5
Morningstar - Q2 2021 - 6
Morningstar - Q2 2021 - 7
Morningstar - Q2 2021 - 8
Morningstar - Q2 2021 - 9
Morningstar - Q2 2021 - 10
Morningstar - Q2 2021 - 11
Morningstar - Q2 2021 - 12
Morningstar - Q2 2021 - 13
Morningstar - Q2 2021 - 14
Morningstar - Q2 2021 - 15
Morningstar - Q2 2021 - 16
Morningstar - Q2 2021 - 17
Morningstar - Q2 2021 - 18
Morningstar - Q2 2021 - 19
Morningstar - Q2 2021 - 20
Morningstar - Q2 2021 - 21
Morningstar - Q2 2021 - 22
Morningstar - Q2 2021 - 23
Morningstar - Q2 2021 - 24
Morningstar - Q2 2021 - 25
Morningstar - Q2 2021 - 26
Morningstar - Q2 2021 - 27
Morningstar - Q2 2021 - 28
Morningstar - Q2 2021 - 29
Morningstar - Q2 2021 - 30
Morningstar - Q2 2021 - 31
Morningstar - Q2 2021 - 32
Morningstar - Q2 2021 - 33
Morningstar - Q2 2021 - 34
Morningstar - Q2 2021 - 35
Morningstar - Q2 2021 - 36
Morningstar - Q2 2021 - 37
Morningstar - Q2 2021 - 38
Morningstar - Q2 2021 - 39
Morningstar - Q2 2021 - 40
Morningstar - Q2 2021 - 41
Morningstar - Q2 2021 - 42
Morningstar - Q2 2021 - 43
Morningstar - Q2 2021 - 44
Morningstar - Q2 2021 - 45
Morningstar - Q2 2021 - 46
Morningstar - Q2 2021 - 47
Morningstar - Q2 2021 - 48
Morningstar - Q2 2021 - 49
Morningstar - Q2 2021 - 50
Morningstar - Q2 2021 - 51
Morningstar - Q2 2021 - 52
Morningstar - Q2 2021 - 53
Morningstar - Q2 2021 - 54
Morningstar - Q2 2021 - 55
Morningstar - Q2 2021 - 56
Morningstar - Q2 2021 - 57
Morningstar - Q2 2021 - 58
Morningstar - Q2 2021 - 59
Morningstar - Q2 2021 - 60
Morningstar - Q2 2021 - 61
Morningstar - Q2 2021 - 62
Morningstar - Q2 2021 - 63
Morningstar - Q2 2021 - 64
Morningstar - Q2 2021 - 65
Morningstar - Q2 2021 - 66
Morningstar - Q2 2021 - 67
Morningstar - Q2 2021 - 68
Morningstar - Q2 2021 - 69
Morningstar - Q2 2021 - 70
Morningstar - Q2 2021 - 71
Morningstar - Q2 2021 - 72
Morningstar - Q2 2021 - 73
Morningstar - Q2 2021 - 74
Morningstar - Q2 2021 - 75
Morningstar - Q2 2021 - 76
Morningstar - Q2 2021 - 77
Morningstar - Q2 2021 - 78
Morningstar - Q2 2021 - 79
Morningstar - Q2 2021 - 80
Morningstar - Q2 2021 - Cover3
Morningstar - Q2 2021 - Cover4
Morningstar - Q2 2021 - M1
Morningstar - Q2 2021 - M2
Morningstar - Q2 2021 - M3
Morningstar - Q2 2021 - M4
Morningstar - Q2 2021 - M5
Morningstar - Q2 2021 - M6
Morningstar - Q2 2021 - M7
Morningstar - Q2 2021 - M8
Morningstar - Q2 2021 - M9
Morningstar - Q2 2021 - M10
Morningstar - Q2 2021 - M11
Morningstar - Q2 2021 - M12
Morningstar - Q2 2021 - M13
Morningstar - Q2 2021 - M14
Morningstar - Q2 2021 - M15
Morningstar - Q2 2021 - M16
Morningstar - Q2 2021 - M17
Morningstar - Q2 2021 - M18
Morningstar - Q2 2021 - M19
Morningstar - Q2 2021 - M20
Morningstar - Q2 2021 - M21
Morningstar - Q2 2021 - M22
Morningstar - Q2 2021 - M23
Morningstar - Q2 2021 - M24
Morningstar - Q2 2021 - M25
Morningstar - Q2 2021 - M26
Morningstar - Q2 2021 - M27
Morningstar - Q2 2021 - M28
Morningstar - Q2 2021 - M29
Morningstar - Q2 2021 - M30
Morningstar - Q2 2021 - M31
Morningstar - Q2 2021 - M32
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2024q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2024q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2024q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019winter
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019fall
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019summer
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019spring
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20191201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20181011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20181201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20171011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20171201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20161011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20161201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20151011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20151201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20141011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20141201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20131011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20131201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20121011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20121201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20111011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20111201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20101011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20101201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20091011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008fall
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008summer
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007spring
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007fall
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007summer
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008spring
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008catalog
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008winter
https://www.nxtbookmedia.com