For many investors approaching retirement income planning for retirement has become extremely difficult, if not downright impossible. So many people had hoped to live off of income generated by relatively safe treasury bonds and high quality corporate bonds, but that strategy is out the window for most given where interest rates are today. Even with interest rates rising over the past few months, they are still well below historical norms.
In this article I want to show just how difficult it has become to cover expenses with just income in retirement if an investor is looking to do this with fixed income. I also want to show what might surprise some investors: Apple (AAPL) can be used for income planning.
Even though Apple's dividend yield is relatively low at 1.6%, it is the potential growth of that dividend that makes is a great candidate for income generation in retirement, especially after several years of compounded dividend growth.
Let's first start off by looking at how much easier it was to live off of bonds in retirement in 2007 when the ten year treasury yield was 5%. I want to look at a couple that is currently 50 years old and will retire in 15 years. My assumptions are below.
Inflation (CPI) | 2.5% | Current Age of Both People | 55 | Age Of Retirement | 65 | Age When Both People Have Passed Away | 85 | Social Security at age 67 (combined) | $35,000 per year | Average Savings Rate | 20% on Income of $250,000 | Total Investment Balance Today | $800,000 | Recurring Annual Expenses in Retirement | $50,000 | Investment Mix | 70% U.S. Value Stocks, 30% Treasuries. Switches to 100% Treasuries at Retirement | Investment Location | 50% in taxable accounts, 50% in IRAs | Return Assumption Value Stocks | 6% per year | Standard Deviation Value Stocks | 16.20% | Return Assumption Treasuries | 2.7% per year | Standard Deviation Treasuries | 7.20% | | |
First note that this couple plans on switching completely to treasuries when they retire at age 65. If treasury yields were at the level they were in 2007 this couple would not have any problems. I generated the analysis and graph below using our Retirement Planner. I assumed they invested all of their money at retirement in 10 year treasury bonds yielding 5%, which was the 10 year yield in 2007.
![](data:image/png;base64,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)
Notice how expenses are covered by income every year in retirement. Not only are expenses covered by income, but this couple will have nearly $900,000 left at the end of their plan. That is a very large safety buffer and it is obvious this couple will have no problem meeting their retirement goals.
But this was before treasury yields fell to below 3%. Using today's yields we see the following:
![](data:image/png;base64,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)
It now becomes painfully obvious that there is no way this couple can use income for their retirement expenses. Not only that, but their safety buffer (the amount left at the end of their plan) falls to less than $200,000. Also, their probability of success using Monte Carlo analysis falls to 60% from 97% when yields were higher.
Now that we know the problem, what is the solution? Let's look at a company like Apple whose dividend yield is 1.6% and whose dividend growth rate has been averaging about 10% for the past three years. If this growth rate holds, over a 10 year period the Yield On Cost would jump to nearly 4.5% and over 20 years the Yield On Cost would be over 10%. With Apple's income and cash holdings, and their extremely low payout ratio of 23%, it is very possible for them to continue this dividend growth rate for years to come.
I propose using a combination of high quality dividend-growth stocks and treasury bonds to generate income in retirement. The types of dividend-growth stocks I am referring to are those that consistently raise their dividends and have shown that they can raise their dividends even during recessions. I am also most definitely not recommending that people invest in only one dividend-growth stock. Investors should diversify among many dividend-growth stocks that have shown they will increase their dividends over time.
Let's take a look at what happens if they move half of their money into a basket of dividend-growth stocks that have an average dividend yield of 1.6%, an average dividend growth rate of 10%, and average stock price growth of 3%.
![](data:image/png;base64,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)
We now see that this couple easily covers their expenses with income (thanks to their dividend payments). They will also now have a safety buffer of over $850,000 at the end of their plan and the probability of plan success jumps to more than 90%.
As many investors know, the dividend yield is not the only way to generate income from dividend paying stocks. Dividend growth can be an even bigger factor over time so it is important to find stocks that have the capability of increasing their dividends into their retirement.