Two people retire with exactly one million euros.
They both withdraw €50,000 yearly. Both invest in the exact same funds. Both use identical strategies.
Person A retires in January 2000.
Person B retires in January 2010.
Ten years apart. Identical strategies. But at fifteen years into retirement:
Person A’s portfolio has nearly depleted to €200,000. Just years away from running out of money.
Person B still has €900,000. Secure for decades.
What caused this catastrophic difference?
Not luck. Not skill. Not market forecast ability.
Sequence of market returns.
Person A experienced three years of crashes first. Person B experienced recovery first. Same market cycles. Opposite sequence. Devastating difference.
This is sequence of return risk—and it’s the retirement problem most advisers ignore.
Understanding Sequence of Return Risk
Research from the American College of Financial Services shows something critical: if we know what happened in your first ten years of retirement, we can predict with 77% accuracy whether you’ll run out of money or not.
The first decade essentially locks in your outcome.
The Two Retirees: Real Numbers
Let me show you what happened to these two people.
Person A retires in January 2000 at age 65.
First three years: markets drop 9%, then 12%, then 22%.
Their one million euro portfolio falls to approximately €500,000 after withdrawals.
They’ve lost half their money in three years. They’re now withdrawing over 10% of what’s left just to maintain their lifestyle.
Even though markets eventually recover, those early losses were permanent. The shares they sold during the crash couldn’t participate in the recovery.
Result: They ran out of money 23 years into retirement. Now solely relying on the State Pension.
Person B retires in January 2010 at age 65.
First three years: Markets up 15%, roughly flat, then up 12%.
Their portfolio grows from €1M to approximately €1.1M.
They experience the bull market first. Building a buffer before volatility hits later.
When crashes come in subsequent years, they can weather them from a position of strength.
Result: Today in 2026, sixteen years into retirement, they still have over €800,000.
The critical difference?
Over the long term, both portfolios experienced similar market environments. They just experienced them in opposite order.
Same overall market cycles. Opposite sequence. Completely different outcomes.
The Mathematics: Deterministic vs Real
Let’s look at this using financial modelling.
Assume you retire with €1 million and plan to withdraw €50,000 per year. You assume a conservative 5.5% annual return consistent with a medium-risk portfolio.
A deterministic forecast assumes a steady 5.5% return every single year. No volatility. No crashes. No sequence effects.
On paper? It looks great. The portfolio lasts the full 30 years. Income remains stable. The model shows 100% probability of success.
But here’s the problem: markets don’t deliver 5.5% every year.
They deliver -20%, +18%, -10%, +25%. The order matters tremendously.
Now let’s introduce volatility using a Monte Carlo simulation.
Instead of assuming one straight-line return, we run hundreds of different possible market sequences based on historical volatility and return patterns.
In this case, we run 500 simulations. Each simulation represents a different possible sequence of returns over retirement.
Now look what happens.
The probability of sustaining €50,000 per year (inflation adjusted) drops from 100% to 88%.
That means in 12% of realistic market sequences, the plan fails.
And the most common reason? Poor returns in the early years of retirement.
Not bad long-term averages. Bad timing.
That’s sequence of returns risk.
Historical Crashes and Their Consequences
Before we go further, let’s address recency bias.
If you’ve been investing over the last fifteen years, you’ve been spoiled. From 2009 to 2021, markets went up almost every year. The S&P 500 averaged over 14% annually.
This creates a dangerous illusion that markets always recover quickly.
History tells a different story.
The Dot Com Crash: Global markets fell 40% peak to trough. Took until 2007—seven years—just to break even. Then 2008 hit with another 37% decline.
If you retired in January 2000, you experienced negative returns for eight of your first nine years. By 2009, your portfolio was still down 30%—despite being nine years into retirement.
U.S. Bank published research showing someone who retired in 2000 with $1 million and withdrew $50,000 annually would have run out of money by 2025. Even though the overall period eventually showed positive returns.
The 2008-2009 Financial Crisis: Markets fell 57% in eighteen months. Research from Guardian Capital found that people who retired in 2009 had 40% lower portfolio values ten years later compared to someone who retired just one year earlier or later.
Extended flat periods: The Institute of Actuaries identified seven periods over 120 years lasting 10–20 years where stocks essentially went nowhere:
• 1929 to 1949: twenty years of flat markets
• 1965 to 1982: seventeen years where stocks badly lagged inflation
• 2000 to 2013: thirteen years of near-zero returns
The problem with recency bias? We think markets always bounce back within a year or two. History shows extended periods—sometimes a decade—where markets go nowhere.
If you’re withdrawing during those periods, the damage is permanent.
Valuation Risk: Sequence Risk Isn’t Random
Here’s what most advisers won’t tell you: sequence risk isn’t randomly distributed. It’s highly correlated with market valuations at retirement.
Robert Shiller—a Nobel Prize winner—developed the CAPE Ratio. It measures market valuations relative to long-term average earnings.
The long-term average CAPE is around seventeen.
In January 2000—when Person A retired? The CAPE was forty-four. Extremely overvalued.
In late 2021? CAPE reached thirty-eight.
What happened after both periods? Significant market corrections.
Research from Wade Pfau shows that retirees starting at high CAPE ratios—above 25–30—experienced materially higher failure rates. Even with identical withdrawal rates.
Why? Because high valuations mean lower future returns are likely. And if those lower returns happen early in retirement, you get the double hit: poor sequence plus poor overall returns.
This isn’t market timing. You can’t decide when to retire based on CAPE ratios. But it IS actionable.
If the CAPE ratio is above 30, you need more protection. That means larger cash buffers, lower withdrawal rates, or more flexible spending.
Longevity and the 30-Year Challenge
Here’s what makes sequence risk even more critical.
According to the Central Statistics Office, average life expectancy at 65 in Ireland is around 85. But that’s just the average.
Many of us will live well into our nineties. Some into our hundreds.
And you don’t know which group you’ll be in.
Our goal isn’t to predict how long you’ll live. That’s impossible.
Our goal is to build a robust plan that ensures you don’t outlive your money—regardless of whether retirement lasts 20 years or 35.
If you experience a major crash in your first three years and you live to 85? Painful, but you might recover.
But if you live to 95? Those early losses compound over thirty years. Decades of reduced withdrawals. Missed compounding. Inflation eating away at a smaller base.
This is why sequence risk matters so much. The first decade determines whether you have plenty at 85 or nothing at 95.
The Inflation Trap
Here’s something that surprises people: market crashes aren’t your biggest retirement risk.
Inflation is.
William Bengen—creator of the 4% rule—stated it clearly: “Inflation is the retiree’s greatest enemy.”
The Trinity Study examined every 30-year retirement from 1926 to 2009. At a 4% withdrawal rate:
• 100% stocks: 96% success rate
• 60% stocks / 40% bonds: 95% success
• 50% stocks / 50% bonds: 92% success
At a 5% withdrawal rate:
• 100% stocks: 60% success
• 50/50 portfolio: only 45% success
Notice something? Conservative portfolios had lower success rates over 30 years.
Not because they were risky. Because they couldn’t keep pace with inflation.
Here’s the math that matters.
If you spend €40,000 today and inflation runs 3% annually for 20 years, you’ll need €72,000 to maintain the same lifestyle.
At 4% inflation—which Ireland saw in 2022–2023? You’ll need €88,000 in 20 years.
That’s double.
If you’re in a conservative 30/70 portfolio earning 3% while inflation runs 3%, you’re going backwards in purchasing power every single year.
Think about what’s happened recently in Ireland. Grocery bills up. Energy costs up. Home insurance up significantly. Car insurance through the roof.
Your €40,000 lifestyle today might cost €50,000 just five years from now.
This is why retirement portfolios need meaningful equity exposure. Not 30%. Not 40%. At least 55–60% for most retirees.
But here’s the critical part: you need that equity exposure without being forced to sell stocks at the worst possible times.
That’s what the systematic bucket strategy solves.
The Bucket Strategy: Evidence-Based Protection
Here’s what evidence-based retirement planning looks like.
Bucket 1: Cash Reserve
€80,000–€100,000. Two years of spending. Covers immediate needs. Never touched during crashes.
Bucket 2: Bond Ladder
€250,000–€300,000. Five years of coverage. Short-duration bonds only—1 to 3 year maturities.
Why short duration? 2022 taught us bonds and stocks can fall together. Long bonds fell 20–30%. Short bonds fell only 3–5%. This bucket provides true stability.
Bucket 3: Growth Portfolio
€600,000–€650,000. 60–65% equities. Globally diversified. Long-term inflation protection. Sustains 30+ years of retirement.
The Three Rules:
1. All withdrawals come from Bucket 1—cash
2. Refill cash annually from Bucket 2—maturing bonds
3. Replenish bonds from Bucket 3—equities, but only when markets are stable or strong
During crashes? Live off Buckets 1 and 2. Combined, that’s 7 years of coverage.
You never sell stocks at the bottom.
This creates a rising glide path automatically. At retirement: 60% stocks. After 5–7 years of spending down cash and bonds: 70% stocks.
You’re naturally shifting to more equities as sequence risk declines.
No predictions needed. No market timing. Just systematic rules based on your portfolio value and spending needs.
Research from Vanguard and Morningstar shows bucket strategies improve success rates by 15–25% over 30 years versus selling proportionally from everything.
That’s the difference.
Key Takeaways
• Sequence of returns risk means the order of market returns matters more than average returns over 30 years
• Returns in your first decade of retirement explain 77% of whether your plan succeeds or fails
• Market valuations at retirement (CAPE ratio) predict sequence risk—high valuations increase failure risk
• Inflation, not crashes, is the biggest threat to 30-year retirements—conservative portfolios can’t sustain withdrawals
• The bucket strategy (cash + bonds + equities) protects against sequence risk without requiring market timing
• 55–60% equity exposure is necessary for most retirees, but only when protected by systematic withdrawal rules
What’s Next?
Retirement planning isn’t about predictions. It’s about protection.
I help clients move from generic advice to evidence-based strategies that actually survive real market cycles.
If you’re within 5 years of retirement, I recommend getting this analysis done. Not because it’s complicated, but because the stakes are too high to get it wrong.
Retirement withdrawal strategies
Portfolio allocation by age
Stress-testing your retirement plan
To book a free discovery call and see whether your plan would survive being Person A, contact Kevin Elliott Wealth here