A New Perspective on Withdrawal and Allocation Strategies for Retirees

Factoring in worst-case scenarios for your early years of retirement helps ensure your portfolio lasts.

Wade Pfau is a widely followed retirement researcher and a professor and program director at The American College of Financial Services in King of Prussia, Pennsylvania. He is also principal and director for McLean Asset Management and RISA LLC. In this first of a two-part interview, we discuss both retirement portfolio withdrawal rates and allocation strategies for retirees.
—Charles Rotblut, CFA

There is much debate about whether the traditional rule of taking 4% of a retirement portfolio’s starting value and adjusting it annually for inflation still makes sense. What are your thoughts?

There’s a lot of assumptions that go into calculations for the 4% rule, and some of them are not very realistic. One in particular is the notion that you never adjust your spending in response to market performance, which actually creates more sequence risk. But if you’re trying to stay as close as possible to the core assumptions, I think a 4% withdrawal rate is too high at the present, primarily because of the low-interest-rate environment.

The 4% rule is based on U.S. historical data, and we’ve never had interest rates this low. Four percent is supposed to be a safe withdrawal rate. I don’t think in this kind of interest rate environment it can be considered a safe withdrawal rate if you’re otherwise trying to maintain all of the rule’s basic assumptions: a 30-year retirement, no investment fees, no taxes and a fairly aggressive asset allocation of 50% to 75% stocks. It’s just going to be under more strain than the U.S. historical data would suggest.

[See Figure 1 for portfolio success rates using the 4% rule.]

Figure 1. Portfolio Success Rates for the 4% Rule

This chart shows the likelihood of a retiree not outliving their portfolio over a 30-year period when following the William Bengen 4% withdrawal rule and using a portfolio allocation of 50% stocks and 50% bonds. The historical simulations use average returns for rolling periods. The Monte Carlo simulations randomize the sequence of returns. The adjusted returns scenario assumes a real (inflation-adjusted) return of –1% for intermediate-term bonds.

FIGURE 1. Portfolio Success Rates for the 4% Rule

Source: “Retirement Planning Guidebook,” by Wade Pfau (Retirement Researcher Media, 2021).

 

Is there a safe number now that you would give out?

There was a Morningstar study that was recently updated. I was a co-author on the previous iteration, and I think we had a number in the ballpark of 2.8%. The updated study came out with a 3.3% withdrawal rate. Anything in the area around 3% is more realistic in this interest rate environment.

In my analysis of worst-case scenarios, it seemed that a retiree was most likely to outlive their savings when a sequence of bad returns occurred early in retirement. Have you noticed something similar or different?

The worst-case scenario is some sort of prolonged downturn in the early retirement years. If inflation is high, that does seem to require lower withdrawal rates as well.

The worst case in the U.S. historical data was retiring in the 1960s when there were big downturns in the stock market, like in 1966. In 1973 and 1974 the S&P 500 index fell by 47%. Combined with the inflation rate at that time, it set up a scenario where these early market downturns disrupted retirement.

In the data that William Bengen (the creator of the 4% rule) used, 1966 was the retirement year that led to the worst-case scenario. The year 1982 was a big turning point. After 1982, the markets did great and accounted for almost half of a 30-year retirement for the 1966 retiree. If you’d retired in 1982, you could have used almost a 10% withdrawal rate.

It was the best-case scenario in history, but it was too late for those earlier retirees to benefit from what happened in the second half of their retirement. It was really what happened in those early retirement years that led to these worst-case scenario outcomes. The early retirement years matter much more than the later retirement years in determining retirement sustainability.

[See Figure 2 for an illustration of sequence of returns risk.]

Figure 2. Lifetime Sequence of Return Risk

Returns in the early part of an investor’s career have very little impact on the absolute level of wealth accumulated at the end of the savings period. As retirement nears and a large amount of wealth has been accumulated, a given percentage return (be it positive or negative) has an increasing impact. Investors are most at risk around the date of retirement as they have a large amount of wealth saved, leading to proportionately large changes in wealth for a given return.

Figure 2. Lifetime Sequence of Return Risk

Source: “Retirement Planning Guidebook,” by Wade Pfau (Retirement Researcher Media, 2021).

 

Is there a benchmark retirees can use to determine when their portfolio is on safe ground if they reach it?

The thing about the 4% rule method is that the initial withdrawal rate only applies in the first year of retirement. Afterward, you’re always just adjusting your spending with inflation, but you’re not worried about what the current withdrawal rate is.

You could simply divide current spending by your remaining portfolio balance to get a new withdrawal rate. If things are going well in retirement and you’re spending conservatively, your actual current withdrawal rate could decline throughout retirement.

If your portfolio balance ever falls below where it started just in nominal terms, without even making inflation adjustments, that’s kind of a signal that you may be getting into trouble. So, you might want to start cutting back on spending and prepare for the possibility that you are in one of those scenarios where you may deplete your investment portfolio, or at least have an uncomfortable time later in retirement.

Some investors prefer using time-oriented buckets. Could you share some of the weaknesses and advantages of doing a bucket strategy versus a traditional allocation?

With bucketing, the advantages are going to be behavioral. And in some recent research I’ve done with Alex Murguia, we talk about retirement income styles and identify bucketing or time segmentation as one of four viable retirement income styles for people who do want some sort of contractual protection, but also want a lot of optionality. They use bonds to cover upcoming expenses, and then that creates a window for not having to sell their stock market investments during a market downturn.

Retirees can just continue to spend down their fixed-income buckets. If that helps them to stay the course with their strategy, then that’s a sort of behavioral advantage toward having a better retirement outcome.

Now, in terms of disadvantages, this is a strategy where it’s often discussed at a basic level but without details about when you should refill your buckets. So, if you have, just for example, five years’ worth of projected expenses in bonds and everything else in stocks, you need some sort of rule. As I spend my bonds, when am I going to sell stocks to replenish my bonds so that I still have five years of bonds to cover my upcoming expenses?

If you have a rule in place to automatically refill the bucket every year, that can increase sequence of returns risk, because you’re having to effectively take a full year of spending out of a smaller stock portfolio to replenish the bond portfolio. It can cause you to run out of money sooner than if you just use a basic total-return strategy for retirement. The only way bucketing can actually help get a better outcome is the logic of not selling stocks during a downturn.

The way bucketing is sold as an idea is to let my bond ladder get smaller and smaller until at some point it could even be gone. But if a stock market downturn occurs once my bond ladder is depleted, I’ve already shifted toward 100% stocks.

A bucket strategy requires people to have a dynamic asset allocation. It requires investors to effectively increase their stock allocation during the market downturn. It’s not that they’re buying more stocks, it’s just that they’re spending bonds and not touching their stocks. This pushes them more toward a higher stock allocation. So, if they’re comfortable doing that, then it’s good. If they’re not comfortable doing that, if they use some other strategy for refilling their short-term buckets, it could actually be worse in absolute terms than just using a basic total-return investing strategy.

Interesting. You wrote about bond ladders in your book, “Retirement Planning Guidebook.” Can investors use bond funds if they don’t want to ladder individual bonds? How important is it to have bonds maturing on certain dates as opposed to just having a source of cash flow available in the shorter-term bucket?

There are debates about this. I think it’s much easier to explain bucket strategies with a bond ladder tied to when you’re planning to spend the money. You could do it as bond funds, but I think it’s harder than is commonly appreciated. The idea is if you have a constant duration—bond funds with a duration that matches your expenses—then it shouldn’t matter.

But when you’re spending from the portfolio, the math to have the right duration on your remaining bonds is incredibly complicated. There are a few commercial providers who’ve created solutions for that, where they use bond funds in lieu of having a bond ladder. But for a household trying to do that on their own, good luck. You really need to be an advanced engineer to handle getting the right duration on your bonds so that you’re not exposed to that interest rate risk.

If you just hold the individual bonds to maturity, you’ve got the right duration for your expenses, because as the bond matures, it covers your spending. You could have paper losses if interest rates go up, but if you hold your bonds to maturity, you know what you’re getting.

If you’re trying to replicate this with bond funds, yes, it’s mathematically possible but it’s just a lot more complicated to do in practice.

You also found that the total-return strategies had a better outcome than bond ladders, particularly if you’re increasing your allocation to equities once you’re retired. Is that correct?

When I looked at comparing the time-segmentation strategies to total-return strategies, I usually just look at a simple kind of 60% stock/40% bond allocation for the total returns, where you have a fixed asset allocation throughout retirement. But using time segmentation actually leads to a rising equity glide path in many cases. So, a kind of U-shaped lifetime stock allocation.

The reason time segmentation can work is because it can give you a rising equity glide path during troubled market environments. You’ve got to be comfortable with that. If you’re not, then it’s not necessarily going to work for you.

If you automatically refill your bond bucket every year, you can have a declining equity glide path in retirement because as the portfolio gets into trouble, your stock piece is getting smaller, but you keep selling from it to replenish your bonds until at some point you don’t have stocks anymore. This could leave you in a scenario where you may run out of money.

You get to the end where your stocks are gone, and now all you have left is a five-year bond bucket. If you spend that down over the following five years, you’ll be out of money. That’s where it doesn’t work as well.

Where bucketing does work is if you use a rising equity glide path. When Michael Kitces and I first wrote about the rising equity glide path (“Reduce Stock Exposure in Retirement, or Gradually Increase It?,” April 2014 AAII Journal), we were thinking in terms of a total-return strategy, but it shows up as well in a version of time segmentation that works. It’s a rising equity glide path.

That leads to my next question about glide paths. Could you explain to our members what a glide path is and why a U-shaped path makes sense?

With a target-date fund, you have a higher stock allocation when you are young. As you get to retirement, you have a lower stock allocation. Target-date fund allocations vary quite a bit, but they usually have between 20% and 40% in stocks at the retirement target date. That’s countered by all of the financial planning style research that Bengen did showing that retirees should hold 75% stocks and in no circumstances hold less than 50% stocks.

A recurring theme calls for higher stock allocations, but that’s different from what target-date funds call for. So, we’ve got this disconnect. The 4% rule style research says to hold a high stock allocation throughout retirement. Target-date funds, in contrast, are saying no, have a lower stock allocation at retirement. Then post-retirement, if it’s a “to” target-date fund, it just keeps you at that same low stock allocation afterward. If it’s a “through” target-date fund, it might continue to decrease your stock allocation as you go throughout retirement.

What we said was that you can go ahead and follow the target-date fund approach, where you have a lower stock allocation at retirement. But then what you do is you increase your stock allocation again as you go throughout retirement. It’s a risk-management technique because it helps manage the worst-case scenario, which is having a market downturn in the early retirement years.

So, a rising equity glide path—having a lower stock allocation at retirement and then increasing that later—is going to work best for you when a bad market environment occurs early in retirement followed by a better market environment later on. Now, if you had a bad market environment for your entire retirement, nothing’s going to work. But a more probable worst-case scenario is getting a downturn early on, and then markets recover. And that’s where the strategy is designed to give you risk management to help you get through the sequence of returns risk.

[See Figure 3 for an illustration of the U-shaped glide path.]

Figure 3. U-Shaped Glide Path for Portfolio Allocation

When an investor is young, most of their portfolio is allocated to stocks. Then as the investor begins to near retirement, exposure to stocks is reduced to protect the portfolio against a bad sequence of returns. Once in retirement, the investor then increases their allocation to stocks to support spending.

Figure 3. U-Shaped Glide Path for Portfolio Allocation

Source: “Retirement Planning Guidebook,” by Wade Pfau (Retirement Researcher Media, 2021).

 

How early before retirement should people start decreasing their equities?

We never tried to optimize that side because we were looking more at post-retirement, but I don’t necessarily have any issues with how target-date funds approach that, gradually over time. As you get to be maybe within 10 years of retirement, that’s when you’re starting to get exposed more to market returns. There is sequence of returns risk prior to retirement as well for savers because those pre-retirement returns are impacting their lifetime of savings. So, that’s where you can start to take some of that risk off the table.

I haven’t taken that analysis much further other than to just start taking some of that risk off the table say five, 10 or 15 years before retirement.

Okay. What do we say to someone who reduced their equity exposure heading into retirement and is nervous about then raising their allocation? Perhaps a bear market just ended. Any suggestions you’d give?

If you’re used to a lower stock allocation, and there was some market volatility, it can be hard to increase your stock allocation later. I suppose a time-segmentation strategy like bucketing could be a behavioral way to implement that, because you may not even realize you’re implementing it. You may not realize bucketing gives you a rising equity glide path.

If you’re coming at it from the total-return perspective, like the case study we looked at in the original article, you’re at 30% stocks at the start of retirement and then you work your way back up to 60% stocks.

Beyond that, just look at the historical data and see that whenever these market volatility periods happen, things do recover. So, just feel comfortable with that. It’s not going to resonate with everyone. There are annuities. You don’t have to have a total-return investment strategy for retirement or a bucketing variation on it.

One of our AAII asset allocation models uses a diversified version of the traditional 60% stock/40% bond allocation. For investors who are concerned about rising interest rates, any suggestions on what to do on the bond side of the allocation?

Everyone reading this understands the idea that if interest rates go up, you can have losses on your bond funds. And the longer the maturity or duration on your bonds, the bigger the potential losses you experience.

If you are worried about a rising interest rate environment, that speaks more toward having lower-duration bonds as part of your strategy. Such bonds are not going to get as big of hit with the rising interest rates. The only problem, of course, is that lower-duration bonds are not yielding much at all. So, you’ve got that drag on potential returns while you’re waiting for interest rates to rise.

Investors are in a tough spot going into retirement or being retired in a low-interest-rate world. Even more so in a low-interest-rate world where the expectation is that interest rates will rise in the future. If these bonds are meant to be the source of funds for funding their expenses and they have to sell bonds after an interest rate increase, then they will lock in capital losses. In this scenario, the bonds aren’t really helping them. They’re doing the same thing stocks do, which is creating the risk of having to sell them at a loss.

That’s what creates the sequence of returns risk for retirement. So, just keeping the same sort of high bond allocation with a longer duration and so forth can create risks if you’re worried about rising interest rates. 

A New Perspective on Withdrawal and Allocation Strategies for Retirees Video

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Discussion

ROBERT A from NC posted over 4 years ago:

I just don't get it. None of these articles ever discuss my plan, which is to withdraw no more than 4% of the previous year's ending portfolio value with no inflation adjustment while keeping 100% of my assets in equities. Unless the market drops more than a 96% (something that has never happened) and I keep withdrawing money, my portfolio can NEVER go to zero. Sure, my withdrawal limits will fluctuate, but my annual income during my "earning" years always did too, sometimes wildly. What small business owner doesn't have fluctuating income?


HAROLD S from ME posted over 4 years ago:

Robert A, thank you! Your strategy is exactly mine and I would love to hear some feedback on it. Buckets look to me like nothing other than complicated market timing, statistically demonstrated to be a losing strategy. Bond yields are so low you're accepting a negative return after inflation. Tying 30 or 40 years of income to a portfolio starting balance seems completely arbitrary -- 15 years out your portfolio could have tripled or declined by half, and its a certainty that longevity risk will be declining. "Maximum of 4% of year end-end balance" means accepting fluctuating income from portfolio, but how is that any different from the fluctuating income most of us experienced over long careers? Plus, that fluctuation is dampened by other sources of income. Most of us enjoy at least inflation adjusted Social Security benefits. Comments on this strategy greatly appreciated.


STEVE O from FL posted over 4 years ago:

Yes these articles are very informative and scholarly. However, the percentage rules are just too simplistic. Say you retire at 60 and don't take soc sec til FRA at 67. By delaying SS I am allowing myself to take a larger % of my portfolio early in retirement and then reduce the portfolio WD % later.


JOSEPH B from GA posted over 4 years ago:

@RobertA: my understanding is that your strategy doesn't get talked about much, because of how bad the fluctuations can get when used alone, which most folks presumably cannot stomach. Say stocks get a 20% price drop one year. Will the investor (or investor's spouse ;-)) really accept reducing spending by 20%? Okay, how about the 1966 retiree on your strategy seeing -47% across 1973-1974 on top of a long sequence of slowly-reducing withdrawals. Qualitatively, purchasing power less than one-third of what one started with ten years earlier. Those who cannot cut that drastically, and for a decade or two, create much greater risk of running out of money before running out of time. Two clear mitigations are spending less than you could at the start, and having some guaranteed income (long ago in the US that was bonds and pensions, nowadays Social Security and annuities). My preferred upside strategy, wife-approved ;-), builds atop Social Security with stock dividends to implement the classic "don't touch the principal" principle, so we can pass the whole along to our heirs. The dividend-variant has similar upside and downside behavior to yours with much smaller deviations.


ROBERT A from NC posted over 4 years ago:

Joseph B: I did a simple little spreadsheet analysis for those who retired on January 1, 1966, assuming they were 100% invested in a cross-section of the S&P 500 and used my 4% withdrawal rule. They would have had several years of fluctuating but overall fairly flat withdrawals (down by as much as 14% and up as much as 20%) until the bottom of the market in 1974. In the following year (1975) they would certainly have had to tighten their belts, because that year their withdrawals would have been limited to 69.7% of their first-year withdrawals. But from then on, they were on easy street. Almost every year would have SIGNIFICANTLY increased their permissible withdrawals. If they'd started with a $1,000,000 portfolio and lived to 1996, their portfolio would have grown to almost $8.3 million -- all the while providing them with comfortable payouts. The one thing I would say is that someone using my method should make sure they have a large enough pot when they retire so that they can withstand market declines. In all aspects of life, it's good to maintain a margin for error/surprises. My method certainly requires self-discipline. I don't just blow 4% of my money every year. I hold some back just like I've done throughout my life. I also agree with Harold S that money from other sources such as Social Security can augment your withdrawal limits. I guess my biggest beef with most withdrawal strategies presented by AAII is that they seem to encourage "spending down" one's assets. Talk about keeping you up at night -- that would do it for me! I want my assets to continue growing for the rest of my life while simultaneously providing me with a comfortable retirement.


JEAN H from IL posted over 4 years ago:

Wade Pfau Responds: Robert A, you are describing what I call the "constant percentage" strategy in my book, "How Much Can I Spend in Retirement?" This strategy creates the most volatility for spending, but it actually removes sequence risk entirely. Most other variable spending strategies seek to find compromise between constant percentages and constant amounts as the two extremes of the spending spectrum.


JEAN H from IL posted over 4 years ago:

Wade Pfau Responds: Harold and Robert, if you are both comfortable with using the "constant percentage" rule, especially with Social Security as an underlying floor, it is certainly a viable strategy. This is getting close to the "academically optimal strategy," which would be to have a secure lifetime floor for the basics, and then spending a percentage of what's left that increases with age to cover the discretionary expenses.


ROBERT A from NC posted over 4 years ago:

Thank you for responding, Professor Pfau. Perhaps in future articles you could further explore the strategy Harold and I are using. I have played around with it on spreadsheets using S&P data going back almost 100 years. I have to admit that a long-lasting crash like that of the Great Depression would be discouraging, but I would survive it (probably much better than most people). As it is, I don't regard my strategy as creating a great deal of volatility in my spending because I can self-regulate within the 4% limits. That is, I regard the 4% as an upper limit while generally staying below it (especially since my assets have grown enormously since I retired). Essentially, I'm following what you suggested in the interview: "You could simply divide current spending by your remaining portfolio balance to get a new withdrawal rate. If things are going well in retirement and you’re spending conservatively, your actual current withdrawal rate could decline throughout retirement." Also, because I receive more than a 1% return from dividends, my actual asset sales should stay below 3% each year. I know one criticism that might be leveled at me is that I'm spending much less than I could, but to me, over-spending is the true risk that retirees face. Spending more for its own sake would not increase my enjoyment of life. Anyway, I actually spend much more now than I did during my "earning" years, yet I have no fear of ever running dry.


JOHN W from NC posted over 4 years ago:

@RobertA if you read Wade Pfau's most recent retirement he addresses many of these variants. Your example is still exposed to sequence of returns risk, as with zero cash and bonds after say a 50% drop in stocks value you are still pulling out a fairly high proportion of stocks, and your spending is reduced drastically, and it doesn't help if inflation is running at 7%. During times of normal market returns your spending will be very lumpy and early years' retirement spending when you are more active may be unnecessarily restricted. But it's a valid choice to make if desired but most people don't want their yearly spending to crater. Historically stocks have dropped about 1/3 of years, which is what would happen to your spending.


RICHARD S from AZ posted over 4 years ago:

It is important when discussing alternative retirement withdrawal strategies to include RMDs from IRA/401K tax deferred plans. The IRS RMD tables (recently changed for longer life expectancies for 2022 onwards) are a form of taking a % from the prior year end balance with the twist that the % itself increases each year even if the $ withdrawn reduce due to lower prior year end balances. Either way the fact is you have to live with the RMD amounts and the only control you have is to reduce spending.


WARREN S from CA posted over 4 years ago:

Withdrawal and Allocation Strategies In my mind, basing a withdrawal method upon a specific annual rate of reducing your assets has many flaws. For myself, it became important to know the level of my expenses in a few prior years, maybe 3 or 5 years,. Then supposing that my withdrawal each year equaled my expenses, it became easy to see the length of time before my assets would reduce to zero. If that time was less than ten (10) years, that told me the withdrawal rate was too high, and therefore it was essential to reduce the amount of my expenses and therefore also the amount of the withdrawal. Each individual may choose a different number of years, than the 10 I chose, but that choice also tells how long that person expects to manage his/her assets. As time advances, my expenses and withdrawal will surely change, but adjusting the expenses and withdrawal over time, assures me that the assets will carry me forward as long as I intend it to. Hope other AAII members find this comment has some value to them. Warren


MATTHEW C from CO posted over 4 years ago:

Dr. Pfau; Your interview neglects to mention stock market valuations as a factor in retirement planning and asset allocation, a subject you have explored previously. In fact, in an article you and Michael Kitces wrote, "Increasing Retirement Withdrawal Rates Through Asset Allocation" (AAII, 4/2015), you conclude that, "These results suggest that the valuation-based approach is generally superior to the rising equity glide path approach and the fixed equity allocation portfolios, as the valuation-based scenarios produce comparable-to-slightly-better results across the board." Today's Schiller PE is 37, much higher than historical average. Has your thinking changed since 2015? How would you incorporate stock market valuations into retirement planning?


J M from NJ posted over 4 years ago:

Matthew C, Here is an article that discuses an asset withdrawal strategy based on Shiller CAPE: https://time.com/4166109/best-retirement-withdrawal-strategies/. The idea is to withdraw from stocks when Shiller's CAPE is high and withdraw from bonds when Shiller's CAPE is low.


DENNIS T from IL posted over 4 years ago:

Reply to ROBERT A from NC Strategy of no more than 4% will not work with retirement assets after age 72 because the RMD's percentages exceed 4% at age 75 per the IRS web site. Age of retiree Distribution period (in years) 72 27.4 3.65% 73 26.5 3.77% 74 25.5 3.92% 75 24.6 4.07% 76 23.7 4.22% 77 22.9 4.37% And percentage just keeps increasing. The table shown above is the Uniform Lifetime Table, the most commonly used of three life-expectancy charts that help retirement account holders figure mandatory distributions. The IRA has other tables for beneficiaries of retirement funds and account holders who have much younger spouses. Respectively, Dennis T of Illinois


JIM L from MI posted over 4 years ago:

There is no requirement that you SPEND what you are forced to withdraw. You can reinvest the excess over your preferred withdrawal rate when the RMD is larger.


BARRY J from TX posted over 3 years ago:

Once again the “Wisdom of the AAII Crowd” – WOAC – is far more informative than the “Wisdom of the Latest Guest Author with a Book to Sell” – WOLAWABS.” (I think that’s also the name of some Australian or Tasmanian marsupial somewhere down there.) Reading this article was a good day. Robert and Harold kicked of the key theme running through all comments – what is right for you is right for you because your prior and current situations, needs, goals, and risk tolerances are all different. That’s PRISM lesson one. And … you saved me about $100 by not buying any books. Thanks, WOACers. That AAII Lifetime Membership is another gift that keeps on giving.


VICTOR S from NC posted 9 months ago:

This article is old news (2022) and the advice contained therein is outdated. Puzzled why it showed up in the AAII Educated Investor newsletter dated 10/29/2025. Oh wait... Halloween almost... zombie article? LOL!


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