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Navigating Uncertain Returns for Retirement Success

As individuals approach retirement in Florida, one of the most daunting challenges they face is projecting future investment returns to ensure their savings will last throughout their golden years. This article explores the difficulties in making such projections, examines recent market performance against predictions, and discusses various modeling approaches, ultimately advocating for a flexible, dynamic withdrawal strategy.


The Challenge of Forecasting: 2024 Predictions vs. Reality


To illustrate the difficulty of predicting market returns, let's compare some notable forecasts for 2024 with the actual performance of S&P 500 Forecasts for 2024:

Source: https://www.dimensional.com/us-en/insights/prediction-season



Looking Ahead: Long-Term Return Forecasts 


As we enter 2025, various financial institutions have released their long-term capital market assumptions for the US Markets:

  • Goldman Sachs: 3% for 10 years
  • Vanguard: 2.8% - 4.8% for 10 years 
  • Charles Schwab: 6% for 10 years
  • J.P. Morgan: 6.7%  for 10 - 15 years 

The wide range of forecasts, particularly for the S&P 500, underscores the uncertainty inherent in market predictions.


Common Approaches to Modeling Potential Investment Returns by Financial Planners


Straight Line Modeling:

  • Definition: This approach uses a single, fixed rate of return for projections.
  • Example: Assuming a constant 6% annual return over a 30-year retirement period.
  • Pros: Simple to understand and calculate.
  • Cons: Doesn't account for market volatility or sequence of returns risk.

Traditional Monte Carlo Simulation:

  • Definition: Can run hundreds or thousands of scenarios using randomly generated returns based on expected returns, standard deviations, and correlations between asset classes.
  • Example: Running 1,000 simulations of a 60/40 stock/bond portfolio over 30 years.
  • Pros: Accounts for market volatility and provides a probability of success.
  • Cons: Assumes a normal distribution of returns, which may not reflect real-world market behavior.

Reduced-CMA Monte Carlo:

  • Definition: A variation of Traditional Monte Carlo that uses reduced capital market assumptions to account for current market valuations.
  • Example: Adjusting expected returns downward when market valuations are high.
  • Pros: Attempt to account for current market conditions conservatively
  • Cons: Assumes a normal distribution of returns, which may not reflect real-world market behavior 

Historical Backtesting:

  • Definition: Uses actual historical returns to model portfolio performance.
  • Example: Testing a retirement plan against market returns from 1926 to the present.
  • Pros: Based on real market data, including actual periods of volatility and market crashes.
  • Cons: Limited to available historical data; past performance may not indicate future results. 

Regime-Based Monte Carlo:

  • Definition: Incorporates different market regimes (e.g., bull markets, bear markets, high inflation) into the simulation by defining periods of expected returns for different periods
  • Example: Using a capital market assumption for the next 10 years then modeling in returns based on historical returns for every year after that.
  • Pros: Attempts to model more realistic market cycles.
  • Cons: Complexity in defining and transitioning between regimes.

When incorporating estimated returns into retirement plans, it's crucial to understand the strengths and limitations of various modeling approaches. A study on Kitces.com by Derek Tharp, PH.D, CFP, CLU, RICP, and Justin Fitzpatrick Ph.D, CFP, CFA provides valuable insights into the accuracy of different Monte Carlo methodologies. The study cites the best-performing Monte Carlo approaches were the Historical and Regime-Based Monte Carlo models. These methods significantly outperformed the more commonly used Traditional Monte Carlo and Reduced-CMA Monte Carlo approaches. Here are the key points about the best approaches:

Regime-Based Monte Carlo Observation:

  • Had one of the lowest Brier Scores (indicating better accuracy)
  • Showed excellent calibration, especially for probabilities of success above 60%
  • Consistently performed well across different economic environments
  • It often predicted more risk than occurred (which can be preferable for conservative planning)

Historical Monte Carlo Observation:

  • Also had a low Brier Score, similar to the Regime-Based model
  • Showed very tight calibration, especially from 65% to 100% probability of success
  • Performed well in various economic conditions

Both of these approaches were found to be more accurate and reliable than the Traditional Monte Carlo method, which is currently more commonly used in financial planning for retirement. The Regime-Based and Historical models seemed to capture real-world dynamics better, such as market momentum and mean reversion. It's important to note that while these approaches performed better, they still had significant levels of error. No Monte Carlo method was perfect, highlighting the need for ongoing monitoring and adjustments in retirement planning.


Embracing Unpredictability: The Case for Dynamic Withdrawal Strategies


Given the challenges in accurately predicting returns, at Southshore Financial Planning we advocate for embracing unpredictability and adopting dynamic withdrawal strategies like the risk-based guardrail approach.

Here are the key points of this method:

  • Adaptive Framework: Unlike traditional "set it and forget it" plans, this strategy adjusts to market fluctuations, much like how Florida adapts to changing weather patterns.
  • Strategic Thresholds: Picture two guardrails on the Sunshine Skyway Bridge. Similarly, this approach sets upper and lower limits around your portfolio balance.
  • Dynamic Adjustments: If your investments perform exceedingly well, hitting the upper threshold, you can increase spending – perhaps enjoying more expensive international travel. Conversely, if the market dips below the lower threshold, it signals a need to tighten the belt – maybe opting for knocking off domestic bucket list items instead.
  • Balancing Act: This method aims to prevent both overspending (depleting savings too quickly) and underspending (not fully enjoying your hard-earned wealth) – a crucial balance for retirees.

While this approach requires more active management than traditional methods, it offers Florida retirees greater flexibility to adapt to personal circumstances and market conditions. It's like having a financial GPS that recalculates your route as conditions change, ensuring you stay on course towards your retirement goals.

The challenges of projecting future investment returns are numerous and complex. Historical data shows that even expert predictions can be wildly inaccurate, and various modeling approaches have their strengths and limitations. Given these uncertainties, retirees should consider working with financial planning firms that embrace flexible, dynamic withdrawal strategies like the Guardrails method. This allows individuals to better navigate the inevitable ups and downs of their investment portfolios. This approach, combined with regular plan reviews and adjustments, offers a more resilient path to financial security in retirement.



Southshore Financial Planning LLC is a registered investment adviser offering services in the State of Florida and in other jurisdictions where exempted. Registration does not imply a certain level of skill or training. This publication is for informational purposes only and is not intended as tax, accounting or legal advice, as an offer or solicitation of an offer to buy or sell, or as an endorsement of any company, security, fund, or other securities or non-securities offering. This publication should not be relied upon as the sole factor in an investment making decision. Past performance is no indication of future results. Investment in securities involves significant risk and has the potential for partial or complete loss of funds invested. It should not be assumed that any recommendations made by the Author, in the future, will be profitable or equal the performance noted in this publication. All opinions and estimates constitute Southshore Financial Planning LLC’s judgment as of the date the information was printed and are subject to change without notice. Southshore Financial Planning LLC does not warrant that the information will be free from error. The information should not be relied upon for purposes of transacting securities or other investments. Your use of the information is at your sole risk. Under no circumstances shall Southshore Financial Planning LLC be liable for any direct, indirect, special or consequential damages that result from the use of, or the inability to use, the information provided herein, even if Southshore Financial Planning LLC or a Southshore Financial Planning LLC authorized representative has been advised of the possibility of such damages. The information herein is provided “AS IS” and without warranties of any kind either express or implied. To the fullest extent permissible pursuant to applicable laws, Southshore Financial Planning LLC (referred to as “Southshore Financial Planning”) disclaims all warranties, express or implied, including, but not limited to, implied warranties of merchantability, non-infringement, and suitability for a particular purpose. Federal tax advice disclaimer: As required by U.S. Treasury Regulations, you are informed that, to the extent this presentation includes any federal tax advice, the presentation is not written by Southshore Financial Planning LLC to be used, and cannot be used, for the purpose of avoiding federal tax penalties. Use of any information presented by Southshore Financial Planning LLC is for general information only and does not represent individualized tax advice, either express or implied. You are encouraged to seek professional tax advice for income tax questions and assistance.