If you are or have been a client of Jon Sheridan’s you’ll have no doubt heard about the 10th Man publication by US based Mauldin Economics. Here we republish a note by editor, Jared Dillian
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This question needs to be addressed, especially after a long bull run in the stock market. It was also asked a lot in the personal finance survey you guys filled in.
Let me lead with the conventional wisdom: your percentage allocation to bonds should be approximately equivalent to your age. So if you are 70 years old, you should have a 70 percent allocation to bonds.
In general, I think people should almost always have a higher allocation to bonds. Whatever you think your allocation to bonds should be, double or triple it.
I know first-hand that some financial advisors are keeping some of their older clients fully invested in the stock market well into retirement. I consider that to be financial malpractice. A 72-year-old grandparent does not need an allocation to aggressive growth.
Here’s why: when you are in retirement, you are no longer accumulating assets. You are decumulating assets. If you have an IRA#, this is required by law—you are forced to sell a piece every year. An economist would say that you are selling investments to pay for consumption.
And consuming is exactly what you should be doing when you sell stocks and bonds in retirement: traveling to Europe and staying in an Airbnb for a month. This is the whole point of why you save and invest—so you can fully enjoy it at the end. My philosophy.
The thing about decumulating assets
Of course, you want the assets to actually be there when you decumulate. Yes, there are instances where bonds are not safe. But bonds are generally safer, unless you are talking about high yield or emerging market debt.
I can see where this is going in the comments section—sure, in extraordinary circumstances, you could have a situation where an investment grade corporate bond fund loses 15-20% in value. Still better than what could happen to stocks in similar circumstances.
The point of target retirement date funds is that your portfolio mix goes from aggressive to conservative over time, so you are sure you have something at the end.
That’s why you don’t buy aggressive growth in your eighth decade, only to watch helplessly as it takes a giant dirtnap, forcing you to curtail consumption in your golden years—or leave less for your heirs. Bear markets are terrible things. People are pretty glib about them, nowadays, because it’s been so long since we’ve had one.
I am a bit like the Jiminy Cricket of asset allocation. I am very, very conservative. I make mistakes all the time. I prefer them to be small—the best a lot of people can hope for is to not make any big mistakes. A financial advisor worth his salt will not blow up his clients on stupid stuff.
NONE OF THIS IS NEW. This is what passed for conventional wisdom for years. But it’s a bull market, and people are getting aggressive. This letter has a great many readers in retirement. I would bet that up to half of them have an allocation to stocks of over 50 percent. No offense, Baby Boomers—you guys are not the best risk-takers in the world.
How do I know this? See below.
![](data:image/png;base64,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)
Source: The Daily Shot
Equities now make up a larger portion of household net worth than residential real estate. People are gorked up on stocks. As you can see, this happened a couple of times before—both resulting in bear markets.
If you bought a growth stock like Amazon or a growth mutual fund, you have watched it grow to the sky over the last ten years. It makes up a large percentage of your portfolio. Sell when you can, not when you have to.
Start thinking like a Bond Investor
I think that if you are in retirement—particularly if you are age 70-75 and up, your allocation to equities should be pretty close to zero. This is currently not the case.
For years, people were incentivized to load up on dividend stocks—because they were yielding more than bonds! Soon, that might not be the case. And the dividend stocks themselves are very overvalued.
The sad truth is that there aren’t many options. Stocks are expensive. Bonds are not so cheap, either. I can envision a scenario where all financial assets fall together.
Always think of the worst-case scenario: if that happens, you want exposure to the least worst option. Stock investors are optimists. Start thinking like a bond investor—a pessimist.
Please see the website and this link to its disclaimer.
Glossary
IRA - An individual retirement account (IRA) is a form of "individual retirement plan", provided by many financial institutions, that provides tax advantages for retirement savings in the United States.