Loss Aversion · four ideas0 of 4 ideas marked read on this device

Free course · Module 9

Loss Aversion and the Disposition Effect

Understand why taking a loss feels difficult, then learn to judge a holding by its future rather than your entry price.

Editorial review pending. Author and reviewer attribution await confirmation. · Updated 15 Oct 2026 · How we check lessons

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Idea 1 of 4

Separate the feeling from the forecast.

The same dollar change can feel different depending on its direction. Loss aversion describes greater sensitivity to losses than to equal gains. Prospect theory evaluates outcomes around a reference point, which an investor may treat as the price paid. Source 1.

The disposition effect is a related pattern: readily taking profits while resisting losses. Loss aversion is one possible explanation, alongside beliefs, regret and mental accounting; it is not a complete diagnosis of every hold or sell decision.

Equal cash change− $100A loss can feel more powerful
Equal cash change+ $100Than the pleasure of a gain
Loss sideReference pointGain side
A feeling about a loss is not a forecast of the next return.

The reference point can shape your reaction without changing the investment’s prospects.

Conceptual illustration, not a measured personal response or a price chart. The curve is deliberately unscaled; it shows the loss-aversion idea rather than a universal numerical rule.
Does every loss hurt exactly 2.25 times as much?

An estimate in a model Tversky and Kahneman’s 1992 experimental fit used a loss-aversion coefficient of 2.25, as discussed in Barberis’s review. It is not a fixed rule for every person, stake or situation. Source 1.

A useful distinction A psychological tendency describes how a choice may feel. A sensible investment decision still needs evidence about value, risk, portfolio fit and costs. Recognizing discomfort does not tell you automatically to sell.

Remember this

Notice the feeling, then investigate the decision.

Marks Idea 1 read on this device

Idea 2 of 4

Understand what the evidence measures.

Brokerage records show a measurable preference for realizing gains. Odean’s 1998 study examined 10,000 accounts from 1987 to 1993. The full-year proportion of gains realized was 14.8%, versus 9.8% for losses. These are aggregated opportunity-based ratios, not the percentage of accounts or a daily sale probability. Source 2.

Proportion of gains realized14.8%
Proportion of losses realized9.8%
0%10%20%
14.8 ÷ 9.81.51×

The gain-realization ratio was about one-and-a-half times the loss-realization ratio.

Odean (1998), Table I, full-year aggregate over 1987 to 1993. Both bars use the same 0% to 20% scale. This historical sample does not predict any individual stock’s return.
What do these ratios and later returns actually show?

Use the denominator PGR = realized gains ÷ (realized + paper gains); PLR uses losses. Paper opportunities are counted on portfolio sale days. December reversed the pattern. Counting only profitable versus unprofitable sales is a different measure.

Keep the limit visible Table VI shows winners sold outperformed paper losers by 3.41 percentage points over the next 252 trading days. That sample average is not a rule that every losing stock should be sold. Source 2.

Remember this

A historical pattern is a reason to question your process, not a trading signal.

Marks Idea 2 read on this device

Idea 3 of 4

Review the holding from today’s price.

Your purchase price is part of your history, not a promise of recovery. Suppose you bought at $50 and the share now trades at $30. The price is down 40%. Getting back to $50 requires a 66.7% rise from today’s lower base. Waiting does not guarantee that return.

Ask whether the holding still fits your evidence, valuation, risk and portfolio plan. The “would I buy it today?” question can expose anchoring, but tax costs, transaction costs and portfolio constraints also matter. A “no” is a prompt to review, rather than an automatic sell order.

The old reference point$50Original purchase price
The decision starts here$30Current market price
Change from the purchase price−40%
Rise needed to return to $50+66.7%
Hypothetical price arithmetic: ($30 − $50) ÷ $50 = −40%; ($50 − $30) ÷ $30 ≈ +66.7%. Excludes dividends, fees and taxes. Neither the recovery nor a further decline is predicted.
How do US capital-loss deductions work?

Offset gains first For US individuals, capital losses offset capital gains. An excess net loss can generally reduce other income up to $3,000 a year, or $1,500 if married filing separately; unused losses can carry forward. Source 3.

Deduction is not a refund A $3,000 deduction is not $3,000 of tax saved. Its effect depends on your tax position. These rules concern taxable investments; a fall in market value alone is not a realized capital loss.

Why does the wash-sale window extend both ways?

Before and after A loss sale followed or preceded within 30 days by buying substantially identical stock or securities can trigger a wash sale. For a usual taxable replacement, the disallowed loss is added to replacement basis. Source 4.

Watch account differences IRA or Roth IRA replacement purchases can also trigger the rule, without that basis increase. Other accounts, spouse purchases and partial replacements may matter. Review the full IRS rules; checking only purchases after the sale is insufficient.

Remember this

Consider today’s evidence and the costs of acting, including tax rules.

Marks Idea 3 read on this device

Idea 4 of 4

Build a rule you can revisit.

Make the review process concrete. Before a practice purchase, write why the investment could work, what evidence would weaken that view and when you will review it. Use the same process for winners and losers.

Change the reference point

Hypothetical · no trade
Price change from entry−40%
Price change needed to reach entry+66.7%

The recovery percentage uses today’s price as its base. It does not predict that recovery.

  1. Compare $50 to $30, then $50 to $25. Explain why a percentage loss and its recovery percentage differ.
  2. Cover your entry price. Write what evidence would support holding the investment today and what would challenge it.
  3. Choose a review date and record the reasoning. Revisit that reasoning rather than treating “back to my price” as the goal.
Open the Stock Market Simulator →

Use virtual practice to record decisions; no real trade is required. This calculator only compares prices and excludes dividends, tax and costs. Local practice and reading ticks do not record LMS completion.

What belongs in a useful decision journal?

Write the evidence Record the thesis, assumptions, risks, portfolio role and a reason to reconsider. A review schedule is a habit, not a reason to ignore material new information between dates.

Review the process Compare your reasons for holding winners and losers. A handful of trades cannot diagnose a bias or reproduce a research study. Look for decisions driven mainly by regret, pride or an old entry price.

Remember this

Use the same evidence standard for a winner and a loser.

Marks Idea 4 read on this device

Quick check

Three quick checks. Feedback straight away.

Question 1 of 3

In Odean’s 1998 study, what did investors do for most of the year?

Why is the price you paid a poor guide to what comes next?

History is not a forecast The purchase price explains your gain or loss and helps establish tax basis. It does not determine the business’s future cash flows or the next market price.

Review the whole decision Judge the evidence, price, risk, portfolio role and costs today. Neither “never realize a loss” nor “sell every loser” is an adequate decision rule.

You finished Loss Aversion and the Disposition Effect.

You can distinguish a loss-related feeling from evidence, question an old reference price and use a consistent review process. Keep learning in the next lesson.

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Review your takeaway card and the learning path
  • Name the feeling. An uncomfortable loss does not predict the next return.
  • Read the evidence correctly. Study ratios are not individual stock forecasts.
  • Review from today. Entry price matters for records and taxes, not a guaranteed recovery.
  • Use a process. Write reasons, review the evidence and account for costs.
See the learning path →

Reading markers and these practice checks stay on this device. They do not mark the LMS lesson complete.

Sources and assumptions

  1. Nicholas Barberis, Thirty Years of Prospect Theory, Yale working paper, November 2012. Reference points, loss aversion, the 1992 coefficient and limits of the explanation.
  2. Terrance Odean, Are Investors Reluctant to Realize Their Losses?, Journal of Finance, 1998. Table I realization ratios and Table VI subsequent returns.
  3. IRS Topic 409, Capital gains and losses. US individual capital-loss deduction limits and carryforward.
  4. IRS Publication 550, Investment Income and Expenses. Wash-sale window and taxable versus IRA replacement basis treatment.

Sources checked 15 October 2026. Research figures are historical. Price examples and the local calculator are hypothetical and exclude dividends, fees and taxes. Tax discussion concerns US individual taxable investments and is general education. Native LMS completion is separate from local practice.

StockEducation provides general education, not personal financial, tax or legal advice. Nothing here recommends a specific security. Investing involves risk, including loss of money you invest.

Start hereSeparate the feeling from the forecast.
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