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2023 ETF Year in Review and 2024 Outlook

The 2023 year was generally good for the stock market. We wrote previously about the possible market performance during the 3rd year of a presidential term, and 2023 didn’t disappoint. The total return, including dividends, for the S&P 500 ETF (ticker: IVV) was 26.3%, according to ETFReplay.com. However, 2023 ETF equity returns varied significantly across the eleven S&P 500 sectors. We will dive into these sectors in this post.

2023 ETF Returns by Sector

The chart below shows the total returns in 2023 for the 11 sectors in the S&P 500. As we can see, two sectors beat the S&P 500. These were the technology and consumer discretionary sectors. Artificial intelligence was a big theme in 2023 thanks in part to ChatGPT, which explains why the technology sector did so well. Consumer discretionary returns could be explained by continued pent-up demand as the impact of the global pandemic diminishes.

2023 ETF returns
2023 S&P 500 Index and Sector Total Returns.
Source: etfreplay.com

Unfortunaltely, nine sectors of the S&P 500 performed worse than the overall index. Industrials, materials, financials, and real estate did produce double-digit returns, but still underperformed the index. Also, health care, energy, consumer staples, and communication services all were nearly flat for the year. The worst-performing sector was utilities, likely due to the high levels of debt many utilities carry and how refinancing this debt in 2023 likely became much more expensive.

2024 ETF Outlook

So, where will markets go from here? Referring back to the presidential cycle analysis quoted above, the 4th year of a presidency is the second best for total returns of the S&P 500. The political uncertainty associated with year four of a presidential cycle is likely to blame. Many investors may want to see how elections this fall turn out before making larger investment decisions. And, investors may also be looking for indications from the Federal Reserve on future decisions on interest rates. Regardless of what happens on these fronts, 2024 is looking to be a very exciting year for ETF investors.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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Required Minimum Distributions in 2024

Happy New Year! In this post, we discuss some of the salient features of required minimum distributions (RMDs) for those in or nearing their retirement. We also provide a proactive tax-efficient strategy to help reduce the impact of RMDs.

required minimum distributions
Photo by Nataliya Vaitkevich on Pexels.com

What is an RMD and how does it apply to me?

As their name implies, required minimum distributions (RMDs) are amounts that need to be withdrawn, or “distributed”, from a retirement account. The retirement accounts that impose RMDs typically include those with pre-tax contributions and gains, such as 401(k), IRAs, and 403(b) plans.

Required Minimum Distributions (RMDs) are minimum amounts that IRA and retirement plan account owners generally must withdraw annually starting with the year they reach age 72 (73 if you reach age 72 after Dec. 31, 2022).

U.S. Internal Revenue Service FAQs

The amount of the RMD depends on the account holder’s age, assuming they did not inherit the retirement account. As the retiree ages, the proportion of RMD distributions, relative to their total account value, increases. For example, a retiree expected to live another 20 years based on the IRS life expectancy tables must withdraw 1/20th (or 5%) of their account value to satisfy RMDs. 

Note:  This post has been prepared for informational purposes only, and is not intended to provide, and should not be relied on for, tax, legal or accounting advice. You should consult your own tax, legal and accounting advisors before engaging in any transaction.

Implications and Strategies for Tax Efficiency of Required Minimum Distributions

As this recent WSJ article articulated, there are several implications to RMDs on a retiree’s tax liabilities. First, after a strong year of market returns, RMDs will be even higher due to larger retirement account balances. These higher account values and subsequent RMDs could also push the retiree into a higher tax bracket. Lastly, RMDs could also trigger Net Investment Income Tax (NIIT) as well as higher Income-Related Monthly Adjustment Amounts (IIRMA).

A simple strategy to increase tax efficiency in retirement income is to plan for the future, and not always defer distributions from tax-deferred accounts, like IRA and 401(k) plans. We demonstrated in our award-winning peer-reviewed published manuscript how such a tax-efficient approach can produce 0.3% to 0.6% of additional return for a variety of retirees. Is similar planning beneficial to your situation? To find out, we encourage you to try out our retirement income planning tool recently updated for 2024 tax brackets.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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Tax Loss Harvesting

As 2023 heads to a close, many investors are considering whether to sell investments at a loss, often referred to as tax loss harvesting. In this post, we explain this tax opportunity and the financial benefit possible from it. We also describe a pitfall that investors should avoid to achieve the benefit of tax loss harvesting.

notebook and calculator on green surface
Photo by Nataliya Vaitkevich on Pexels.com

Short-term or long-term?

Why is tax loss harvesting important? To begin, ETF investors must understand the difference between short-term and long-term gains or losses. An investor realizes a short-term loss when they sell an ETF held for less than one year. In general, taxes on losses on short-term investments in securities like ETFs occur at a higher rate than those gains realized from short-term investments. For taxpayers at the highest rates, the short-term rate is 37%, and the long-term rate is 20%.

So, if an investment is below its purchase price within one year of holding it, an investor can sell it and realize a short-term loss. This short-term loss can be deducted from any short-term gains, like those from bond or money market investments. Consequently, an investor’s income tax may be reduced.

Pitfalls

The most obvious pitfall is the wash sale rule. Investors may not obtain a tax benefit if they sell an ETF for a loss within 30 days, and then rebuy it. Consequently, such a violation eliminates the opportunity for tax-loss harvesting. Investors wishing to stay invested in the markets can opt to buy a different ETF that is not “substantially identical” and not wait 30 days.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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Inflation trends

The Federal Reserve’s recent announcement to hold short-term interest rates at 5.25-5.5% was well received by the markets this past week and was clearly influenced by inflation trends. After the S&P 500 recently fell into a “correction”, defined as a 10% drop from a recent peak, the index returned over 5% last week. In this post, we highlight recent inflation trends towards lower rates and note that there is still some work to do to reach the Fed’s target inflation of 2%.

Inflation over the last 12 months

According to Statistica.com, the 12-month inflation rate was 3.7%. As the chart below shows, this is a significant reduction in peak inflation of over 9% in June 2022. This reduction was largely due to seven quarters of increasing short-term interest rates, which should reduce economic activity by increasing borrowing costs. But, the Fed also has a mandate to keep unemployment low.

Monthly 12-month inflation rate in the United States from September 2020 to September 2023.
Monthly 12-month inflation rate in the United States from September 2020 to September 2023.
Source: Statistica

Unemployment and a soft landing?

Unemployment has stayed low, as the next chart shows.

Monthly unemployment rate

It is our opinion that the Federal Reserve appears to be close to reaching its goals of low unemployment and inflation. And, this all appears to be happening without triggering a recession. Our final chart shows GDP, which when its rate is negative for two quarters, is the official trigger for a recession in the U.S. As this WSJ article notes, the U.S. economy is “Improbably Strong”.

Real GDP

We conclude from these macroeconomic indicators that the U.S. economy, inflation, and unemployment appear good for now. With the year nearly over, we will see very soon how consumer sentiment and consumer spending around the holidays may influence these indicators.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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The Federal Funds Rate and ETFs

In early 2022, the U.S. Federal Reserve began raising the federal funds rate in an effort to reduce inflation. According to TradingEconomics.com, this effective rate grew from near 0% to over 5% in the past seven quarters, reaching a 22-year high. In this post, we examine ETF returns during this period of rate increases.

Stock and Bonds ETFs

The chart below shows the last seven quarters of ETF total returns, which includes price appreciation and short-term capital gains. This time frame corresponds to the increase in the federal funds rate. Investors saw positive returns in only two ETFs during this period of increasing rates.

Stock, Bond, and Cash ETF total returns during the recent period of increasing federal funds rate.
Stock, Bond, and Cash ETF total returns during the recent period of increasing federal funds rate.
Source: ETFreplay.com

Stock ETF returns during this period were mixed. As shown in black, the iShares S&P 500 Value ETF (ticker: IVE) was the best-performing stock ETF. During this time, the iShares Core S&P 500 ETF (ticker: IVV) in green and the iShares S&P 500 Growth ETF (ticker: IVW) in red lost 7% and 17%, respectively. Clearly, investors preferred value over growth during this period. Investors may have had concerns about the increasing cost of financing a firm’s growth opportunities. Alternatively, investors may have preferred dividend-producing firms commonly found with value stocks.

Intermediate and short-term Bond ETFs returns and increasing federal funds rate

The iShares Core U.S. Aggregate Bond ETF (ticker: AGG) also had a negative return during this period, consistent with how rising bond yields generally reduce bond prices. However, for short-term treasury bond ETFs like the iShares Short Treasury Bond ETF (ticker: SHV), investors saw a slow and steady climb. As we’ve written before, the increasing federal funds rate contributed to this growth. And, this short-term bond fund also has tax-efficient benefits when compared to money market funds and short-term certificates of deposit.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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The Roth 401(k) for retirement

The Roth 401(k) has been slowly growing in popularity since its creation in 2006. According to this WSJ article, over 80% of employer retirement plans now offer these. In this article, we will discuss this relatively new way to accumulate retirement savings and the trade-offs made when using one.

Roth 401(k) plans continue to grow.

Pay taxes now or later

Employers that offer both traditional 401(k) and Roth 401(k) plans give employees greater control over when taxes are due on their retirement savings. An employee can defer taxes on retirement contributions with a traditional 401(k) plan. These contributions will likely reduce their current taxable income and consequently the amount of taxes owed during each working year. Additionally, gains in a traditional 401(k) plan grow tax-deferred. However, ordinary income taxes are generally due on future withdrawals or on Roth conversions of these tax-deferred plan assets rolled into an IRA.

Conversely, when an employee contributes to a Roth 401(k), there is no tax-deferred benefit. Instead, the contributions are part of their current year’s income. However, once the funds are in the Roth 401(k), like in a Roth IRA, the funds grow tax-free. Additionally, qualified withdrawals during retirement are generally tax-free.

Pros and Cons of a Roth 401(k)

Retirees gain the most obvious benefit from a Roth 401(k) when future taxes are higher. For example, if the Tax Cuts and Jobs Act (TCJA) from 2017 expires at the end of 2025 without the U.S. Congress intervening, tax rates will revert to pre-2017 levels, which are higher than current rates. Additionally, younger workers who expect significant wage growth may also benefit from the Roth 401(k). And, if there are unexpected large expenses in retirement, having some after-tax funds can help retirees avoid spikes in taxable income.

If you are not sure how much to contribute to a Roth 401(k), you can follow research by David Brown, an associate professor of finance at the University of Arizona. His research suggests a rule of thumb where you add 20 to your age and put that percentage into a traditional 401(k), with the rest in a Roth 401(k). For example, a worker who is 45 should put 65% of their 401(k) savings in pre-tax contributions, and the remaining 35% as after-tax Roth 401(k) contributions.

Our software may help

We offer two online software tools to help in this planning decision. The first can predict future retirement savings balances across tax-deferred, tax-exempt, and taxable accounts based on future contribution amounts. The second can predict the longevity of your portfolio, or what your non-spouse heirs may expect for an inheritance, based on the U.S. progressive tax system. We encourage you to use tools like these to better understand savings decisions made today to meet your future retirement goals.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs

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Bond ETFs amid rising interest rates

Interest rates continue to rise, with the Federal Reserve recently raising its benchmark rate to a range of 5.25% to 5.5%. While borrowers may face higher costs, new investors in short-term Treasurys now realize these higher annual rates. However, investors in certain bond ETFs could also realize this rate with added liquidity, and convenience, while potentially avoiding state and local taxes.

US Treasury Bills are backed by the full faith and credit of the U.S. Government

Short-term investment options

There are several common approaches for investing in the short term, which we characterize as less than one year. Thankfully, these investments have zero default risk because the full faith and credit of the US Government backs them.

These investments include bank CDs, direct purchases of US short-term Treasury bills, money market funds, and certain Bond ETFs. Firstly, bank CDs and money market funds may be the most convenient for individual investors. Short-term bank CDs are currently yielding over 5%, and money market funds provide similar returns within most brokerage accounts. Unfortunately, both of these short-term investments are often subject to both state and federal income taxes. For residents of California, Hawaii, and New Jersey, the top state income tax rate exceeds 10%.

Bond ETFs for Tax-efficient investing in the short term

Alternatively, similar returns are possible if an investor chooses to purchase short-term Treasury bills from the U.S. Department of the Treasury. Or, an investor may purchase US Government Bonds ETFs. Both of these options are exempt from state taxes. However, treasury bills have maturity dates of 4, 8, 13, 26, or 52 weeks. So, at maturity, the investor receives back their investment plus interest. That means that an investor would need to regularly re-invest in treasuries at TreasuryDirect.gov.

To avoid the need to continually re-invest, and likely avoid state taxes, there are several short-term Bond ETFs to choose from. Here are just a few, that with reinvested dividends have returned 2.5-2.8% so far this year (e.g. from December 30, 2022, to July 28, 2023).

  • SPDR Bloomberg 1-3 Month T-Bill ETF (ticker: BIL)
  • iShares Short Treasury Bond ETF (ticker: SHV)
  • Goldman Sachs Access Treasury 0-1 Year ETF (ticker: GBIL)
  • iShares 0-3 Month Treasury Bond ETF (ticker: SGOV)
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ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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2023 Mid-Year Review of Stock-Based ETFs

With the first half of 2023 now past, we devote this post to a mid-year review of ETFs in a variety of stock sectors within the S&P 500. As we will see, while this broad market index of large-cap stocks did well, there was significant variation in returns across the sectors of the S&P 500.

Sectors of the S&P 500

There are 11 sectors in the S&P 500 as shown below. While some of these sectors have several ETFs tracking them, we choose the ETFs in parentheses due to their long history in the markets.

  • Information Technology (XLK)
  • Health Care (XLV)
  • Financials (XLF)
  • Consumer Discretionary (XLY)
  • Communication Services (XTL)
  • Industrials (XLI)
  • Consumer Staples (XLP)
  • Energy (XLE)
  • Utilities (XLU)
  • Real Estate (IYR)
  • Materials (XLB)

Using this list and reinvesting dividends, we see that some sectors had total returns that did very well in the first half of 2023, and several did not.

2023 mid-year review of S&P 500 sector ETFs
2023 Mid-year review of S&P 500 sector ETFs. Total Returns. Source: https://www.etfreplay.com/charts.aspx

2023 mid-year sector winners

As the figure shows, the technology and consumer discretionary sectors had the highest total return so far in 2023. In retrospect, the technology sector gains were possibly fueled by sector layoffs that didn’t appear to hurt the investor’s view of the future profitability of this sector. Similarly, future expected consumer discretionary spending gave investors significant confidence in this sector. And, overall, the S&P 500 gained nearly 17% in the first half of 2023. At this rate, the effect of the 3rd year in a presidential cycle on stocks may remain true in 2023.

Losses in the first half of 2023

The energy and utility sectors were the worst-performing sectors of the S&P 500 in the first half of 2023. With increasing interest rates, long-term investments by these sector participants are becoming increasingly expensive. So, it appears that investors don’t see strong prospects for profitability in these sectors.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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The Arithmetic of Roth Conversions

In our recent posts from March, April, and May 2023, we highlighted some important considerations when making a Roth conversion. In this post, we continue this conversation with a recent article published in the May 2023 edition of the Journal of Financial Planning, entitled “The Arithmetic of Roth Conversions”. I was very fortunate to co-author this article with my colleague Dr. Edward McQuarrie, Emeritus Professor at Santa Clara University.


McQuarrie, Edward F., and James A. DiLellio. 2023. “The Arithmetic of Roth Conversions.” Journal of Financial Planning 36 (05): 72–89.

Executive Summary

• Roth conversions continue to vex planners. To clarify matters, this paper submits conventional rules of thumb to a strictly arithmetic analysis.

• The treatment shows that it must be optimal to pay tax outside the conversion with cash, confirming one common rule. But if tax must be paid to raise the cash used to pay the conversion tax, there will be an initial loss on the conversion and a subsequent breakeven point. This paper shows how to determine time to break even.

• By the same arithmetic, the paper refutes the common rule that future tax rates must be higher for a conversion to pay off. Given enough time, conversions can overcome moderately lower future tax rates and still produce a substantial payoff due to the power of compounding.

• Most Roth conversions will show a substantial payoff if the client’s planning horizon stretches over decades; however, shorter time frames may produce only a minimal payoff or even a loss.

• The paper gives practical advice regarding the optimum time to convert, points in the tax structure that favor or disfavor conversion, and the clients most and least likely to receive a substantial payoff from conversion.

Key points to consider when reviewing “The Arithmetic of Roth Conversions”

This article highlights the importance of the following key items:

  1. Current and future tax rates
  2. How time can help a conversion generate a positive payoff
  3. The type of retirees well suited and not suited for Roth conversions

We also encourage you to try our retirement income calculator. It was recently updated to include both optimal account drawdowns and Roth conversion analysis.

We hope you find this latest research article helpful in your own retirement planning or your financial planning practice!

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
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Roth Conversions with Optimal Withdrawals

In our posts from March and April, we discussed several aspects of Roth conversions. We showed that, if tax rates are higher in the future, Roth conversions can have a positive payoff. For tax-deferred assets, like pre-tax assets in a 401(k) or IRA, a retiree may pass some of these assets to an heir. The heir’s income tax rate determines the after-tax value of inheriting tax-deferred assets. This week’s post highlights the most recent software update made to our Optimal Retirement Income Calculator, which now includes Roth conversions and optimal withdrawals simultaneously!

How to model Roth conversions with Optimal Withdrawals

Roth conversions reduce tax-deferred assets by “converting” those assets in any year to a Roth account. Individuals performing a Roth conversion owe income taxes on the amount converted. But, the converted amount increases the individual’s Roth account assets, which a retiree can often access tax-free in retirement. One goal of generating tax-efficient retirement income is for optimal withdrawals to avoid large “spikes” in ordinary income. Our Optimal Retirement Income Calculator does this automatically and considers the tax rate of the heir under three distinct scenarios.

  1. A retiree has insufficient funds to satisfy retirement income
  2. A retiree has sufficient, but not excessive funds
  3. A retiree has excess retirement funds
Roth conversions and optimal withdrawals from Seeking Tax Alpha in Retirement Income
Source: “Seeking Tax Alpha in Retirement Income“, to appear in Financial Service Review (2023)

Excess retirement funds and the importance of your heir(s) tax rate

In scenarios 1 and 2, the top and middle portion of the image above, our calculator already finds the lowest marginal tax rate to efficiently distribute tax-deferred assets.  Consequently, our Optimal Retirement Income Calculator already provides a withdrawal strategy to utilize your tax-deferred assets efficiently. So, no additional tax-alpha is possible with a Roth conversion.  However, this is not the case in scenario 3 or the lower right portion of the image above.

When a retiree’s assets are far beyond what is needed to support their retirement income needs, many of their assets will eventually be passed to an heir. In this case, our Optimal Retirement Income Calculator previously left a significant amount of tax-deferred assets to an heir. With our latest software update, a new Roth Conversion Analysis includes converting tax-deferred assets to a Roth account “using up” the retiree’s tax brackets that are less or equal to those of the heir. For example, if your heir has an expected income tax rate of 25%, scenario 3 would perform a Roth conversion up to the 24% tax bracket. Doing so typically adds about 0.10% tax alpha. We encourage you to use our Optimal Retirement Income Calculator to evaluate possible situations for you or your clients. You can easily see if a Roth conversion with optimal withdrawals provides an additional benefit.

ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs

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