Tax planning
July 16, 2024
Understanding how different factors influence the results of tax-loss harvesting (TLH) can help investors decide whether it’s helpful for their financial plans. An effective practice for an investor who uses TLH is to reinvest the tax savings. But while TLH can help offset the pain of losses, it might not be the best option for everyone. Investors with lower tax rates and smaller capital gains may face more risk, according to Thomas Paradise, CFA, a senior manager in Vanguard’s Enterprise Advice group.
We break down the complexities of TLH and discuss the factors an investor might consider to help improve outcomes.
How TLH works
Tax-loss harvesting is a way to convert investment losses into tax savings. When securities held in a taxable account are sold for less than their original cost, the investor can claim a capital loss. This loss is then used to offset capital gains in other parts of a portfolio and/or up to $3,000 of ordinary income. If the losses exceed the gains and the $3,000 limit, the additional losses are carried forward and can offset capital gains and income in future years.
However, results for investors can vary. We consider TLH value in three categories: features specific to an investor, features an investor can influence, and features an investor can’t influence (for example, market conditions). Each category explains roughly one-third of the variance.
Key considerations for an effective TLH strategy
The effectiveness and value of TLH depends on the ability to generate losses, convert those losses into tax savings efficiently, and reinvest the tax savings in the stock market. Investors who don’t achieve all three may not fully benefit from TLH.
"Investing requires exposure to volatility for effective tax-loss harvesting. Without it, investors can’t use losses to offset taxes,” Paradise said. “However, realizing these losses only benefits those with enough gains or a high tax rate. Ultimately, the success of this strategy hinges on reinvesting the tax savings wisely to fully capitalize on the benefits.”
Vanguard research found that the most important thing an investor can do to maximize the potential for TLH success is to reinvest tax savings in the portfolio. Features an investor can influence, including discipline in reinvesting, portfolio granularity (for example, direct indexing), recurring investments, and harvest frequency, account for the largest component of the outcome (37%).
Tax-loss-harvesting benefits depend on three broad, roughly equal components
Notes: Relative importance was determined from SHAP (SHapley Additive exPlanations) analysis. Data for the SHAP analysis were generated systematically using approximately 10,000 simulations over historical market returns from January 1982 through March 2023. The following variables were randomized using uniform distributions to create the simulations: harvest tax rate, liquidation tax rate, loss offsetting income, portfolio granularity, harvest frequency, quarterly investment amount, level of tax savings reinvestment, start date, and time horizon. Features specific to the investor include time horizon, current and future tax rates, and loss offsetting income. Features an investor can influence include recurring investments, portfolio granularity, harvest frequency, and reinvesting tax savings. Features an investor can’t influence include volatility and market return. Percentages do not add up to 100% because of rounding.
Sources: Vanguard calculations, using data from Axioma.
Risks and other considerations
Tax-loss harvesting is not a free lunch. Investor awareness of risks should go hand in hand with care and planning of a TLH strategy because these risks may devalue the portfolio in certain scenarios:
While investors can control a portion of the factors that can influence TLH outcomes, some elements, such as market volatility, remain beyond their control. That’s why it’s crucial for investors to approach TLH with realistic expectations and understand the risks, especially if they are currently in a lower tax bracket. The key to maximizing TLH benefits lies in effectively reinvesting any tax savings in the portfolio. This way, it can help grow an investor’s money over time.
1 See IRS Revenue Ruling 2008–5 for additional information.
All investing is subject to risk, including the possible loss of the money you invest.
Tax-loss harvesting involves certain risks, including, among others, the risk that the new investment could have higher costs than the original investment and could introduce portfolio tracking error into your accounts. There may also be unintended tax implications. We recommend that you carefully review the terms of the consent and consult a tax advisor before taking action.
The information contained herein does not constitute tax advice, and cannot be used by any person to avoid tax penalties that may be imposed under the Internal Revenue Code. Each person should consult an independent tax advisor about their individual situation before investing in any fund or ETF/security.
CFA® is a registered trademark owned by CFA Institute.
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