Tax loss harvesting
{{Short description |Investment strategy generating tax losses as a tax advantage}}
Tax loss harvesting (TLH) is an investment strategy for "generating" capital losses to gain a tax advantage. It occurs when an investor sells a security that has depreciated in value only for the tax losses.{{cite web |url=https://www.schwab.com/public/schwab/investing/retirement_and_planning/taxes/resources/tax-loss-harvesting |title=Charles Schwab: Tax Loss Harvesting |publisher=Charles Schwab |accessdate=October 14, 2024 }}{{Citation |title=Rebalance with ETFs to Avoid Wash-Sale Rule |date=14 December 2010 |publisher=CNBC |url=https://www.cnbc.com/2010/12/14/rebalance-with-etfs-to-avoid-washsale-rule.html }} The effectiveness of this approach is dependant of the tax rules in a particular jurisdiction. In the United States CBS News describes tax loss harvesting specifically as "selling an investment at a loss with the intention of ultimately repurchasing the same investment after the IRS's 30 day window on wash sales has expired." This allows investors to lower their tax amount with the use of investment losses.{{Citation |title=Help with Tax-Loss Harvesting |url=https://www.cbsnews.com/news/help-with-tax-loss-harvesting/ |date=17 December 2010 |publisher=CBS News}}
Overview
Tax loss harvesting can be done throughout the fiscal year but historically has been performed in December.{{Citation|title=Why You Should Tax-Loss Harvest Now |work=Forbes |url=https://www.forbes.com/sites/simonmoore/2018/11/08/why-you-should-tax-loss-harvest-now/#5a1342147676 }} Tax-loss harvesting is still most common in the year's fourth quarter. This allows investors to "offset capital gains with capital losses."{{Citation|title=Year-end tax planning: the race for tax-loss harvesting |date=16 December 2011 |publisher=Reuters |url=https://www.reuters.com/article/us-usa-taxes-loss/year-end-tax-planning-the-race-for-tax-loss-harvesting-idUSTRE7BF1GN20111216 |last1=Feldman |first1=Amy }} Under United States tax rules, if an investor has more capital losses than gains in a year, that year they can use up to $3,000 as a deduction to "offset ordinary income", with the remainder carrying over into future years if unused.{{Citation|title=The best way to cut your stock market losses |date=22 November 2018 |publisher=CNN |url=https://www.cnn.com/2018/11/22/investing/tax-loss-harvesting/index.html }}
Loss harvesting defers taxes, but doesn't eliminate them, and is essentially receiving a loan without interest from the federal government, assuming marginal tax rates are the same.{{Citation|title=Assessing the true value of tax-loss harvesting |date=5 April 2018 |publisher=AP News |url=https://apnews.com/77781c9a80774612a6eebe68a29d0060/Assessing-the-true-value-of-tax-loss-harvesting |archiveurl=https://web.archive.org/web/20190812102827/https://apnews.com/77781c9a80774612a6eebe68a29d0060 |archivedate=12 August 2019 }} If marginal rates are different, then there can be additional tax savings (e.g., deducting excess losses against a higher ordinary income rate in one year in exchange for additional long term capital gains tax at a lower rate in a later year) or even a tax penalty (e.g., deducting at a lower capital gains tax rate in several years in exchange for a much larger gain in one later year that puts one in a higher capital gains tax and Medicare investment income tax bracket.)
The practice of tax loss harvesting has been both praised and criticized by investors, as deferring the taxes can result in higher rates later on relating to capital gains.{{Citation|title=Weighing the pros and cons of annual tax-loss harvesting |date=27 October 2014 |publisher=CNBC |url=https://www.cnbc.com/2014/10/24/weighing-the-pros-and-cons-of-annual-tax-loss-harvesting.html }}{{Cite web |title=Understanding Cryptocurrency Tax Evasion Risks |url=https://www.klw-law.com/cryptocurrency-tax-evasion-risks |access-date=2025-02-13 |language=en}}
Risks
Most simply, if "tax-loss harvesting is not done properly, it will create a wash-sale that will eliminate the tax benefits of the buying and selling".{{Citation|title=How To Lower Your Taxes With Tax Loss Harvesting |work=Forbes |url=https://www.forbes.com/sites/davidrae/2019/10/28/tax-loss-harvesting/#371351b058e3 }} The investor can employ a number of techniques to avoid triggering the wash sale rule.
- The investor can wait 30 days to repurchase the security.{{Citation|title=For Clean Tax Loss on Stock, Heed 'Wash Sale' Rule |date=19 June 1989 |publisher=Chicago Tribune |url=https://www.chicagotribune.com/news/ct-xpm-1989-06-19-8902100647-story.html }}
- The investor can purchase a security that is similar to the original, but that does not meet the IRS's definition of "substantially identical". For example, an investor can sell an ETF and buy another with similar investment objectives.[https://research.wealthfront.com/whitepapers/tax-loss-harvesting/ Wealthfront: Tax Loss Harvesting]
Investment companies
The United States Internal Revenue Service (IRS) has published no exact definition of what constitutes a "substantially identical" security. Therefore, it is not clear whether or not the securities of different investment companies can be "substantially identical", even if their investment objectives are identical. As a result, if an investor trades in and out of Exchange-traded funds (ETFs) or mutual funds with almost identical holdings, some have held that it does not trigger the wash sale rule.[https://www.fidelity.com/learning-center/investment-products/etf/tax-rules-for-losses-etfs Tax Rules for ETF Losses] Fidelity.com[https://www.investopedia.com/terms/s/substantiallyidenticalsecurity.asp Substantially Identical Security] Investopedia
For example, State Street's SPDR S&P 500 ETF (NYSEARCA: SPY)[https://us.spdrs.com/en/etf/spdr-sp-500-etf-SPY State Street SPDR S&P 500 ETF] and iShare's Core S&P 500 ETF (NYSEARCA: IVV)[https://www.ishares.com/us/products/239726/ishares-core-sp-500-etf iShares Core S&P 500 ETF] both track the S&P 500. If an investor purchases shares in SPY and the market price declines, the IRS has not provided guidance on whether the investor can sell their shares in SPY, purchase shares in IVV, and claim a capital loss without triggering the wash sale rule, despite the fact that the two ETFs have nearly identical returns.
Methods
;Mean-variance portfolio optimization
One method is to use an initial set of portfolio weights and benchmark weights , it is possible to do TLH within the confines of mean-variance optimization by developing an objective function{{Cite journal|last1=Tembine|first1=Hamidou|last2=Duncan|first2=Tyrone E.|date=March 2018|title=Linear–Quadratic Mean-Field-Type Games: A Direct Method|journal=Games|volume=9|issue=1|pages=7|doi=10.3390/g9010007|doi-access=free|hdl=10419/179168|hdl-access=free}} that maximizes the difference between tax alpha and the portfolio's tracking error:{{Cite news|url=http://past.rinfinance.com/agenda/2014/talk/AveryMoon.pdf|title=Tax Efficient Portfolios|last=Moon|first=Avery|date=2014|work=R/Finance 2014}}
where is a penalty term for excess tracking error and is the covariance matrix of asset returns. For each asset that is bought/sold, it is necessary to include the constraints:
With this formulation, the TLH optimization may be applied within a mean-variance framework. The solution is readily computed using quadratic programming.