Why bias is a finance topic
Standard finance assumes that people weigh probabilities correctly and prefer more money to less. Behavioural finance starts from the observation that they often do not, and that the departures are not random noise. They are predictable, they cluster in identifiable situations, and they therefore have a price.
That price is measurable. Selling a winner too early caps the gains that compounding would have delivered. Holding a loser too long keeps capital in a decision the evidence has already rejected. Paying attention only to confirming news means new information arrives but never changes the decision. Each of these is a real cash-flow cost, not a personality quirk.
Key points
- Bias is systematic, not random, which is what makes it costly.
- The cost shows up as forgone return, delayed decisions, and unmanaged risk.
- Naming the bias is the first step to designing a process around it.
The biases that cost the most
Loss aversion means a loss hurts roughly twice as much as an equal gain feels good. It makes people reject fair gambles and, in portfolios, sell winners while clinging to losers, because realising a loss is the painful act.
Anchoring is fixing on the first number seen, whether that is a purchase price, an analyst target, or last year's budget. Once anchored, later evidence is interpreted as deviation from the anchor rather than as fresh information.
Overconfidence is overestimating the precision of your own forecasts and your own skill. It produces too little diversification, too much trading, and forecasts with no error bars. Confirmation bias completes the loop by filtering evidence in favour of the view already held.
Present bias discounts the near term far more heavily than the far term, which is why a 9% return forgone today feels trivial and the same money twenty years out looks large. Herding replaces independent judgement with the safety of the crowd, and sunk-cost reasoning keeps money in a project because of what has already been spent rather than what it will return from here.
Key points
- Loss aversion: losses loom larger than equal gains.
- Anchoring: the first number seen sets the frame.
- Overconfidence and confirmation: too much certainty, filtered evidence.
- Present bias and herding: the near term and the crowd win.
- Sunk cost: past spending is irrelevant to the next decision.
Debiasing is a process, not willpower
Knowing about a bias barely reduces it. What works is changing the procedure so the bias has less room to operate. A pre-mortem asks the team to assume the decision failed and to write the reasons why; it surfaces the objections that hierarchy normally suppresses.
Base rates come first. Before estimating a specific project, look at how similar projects actually turned out. Then set the estimate, and record it in writing with the reasoning and the key assumption it depends on.
Rules beat intentions. A fixed rebalancing date, a written stop condition, a mandatory second opinion above a size threshold, and a decision journal that records what was expected before the outcome is known. The journal is what converts hindsight bias into a feedback loop: without it, every outcome feels like it was obvious all along.
Key points
- Use a pre-mortem to surface the failure story before it happens.
- Anchor on base rates, not on the most recent vivid number.
- Write the forecast and the reasoning down before the outcome is known.
- Automate the rule so the decision does not depend on mood.
The cost of present bias
Present bias is easiest to price with compounding. Suppose a student has ৳1,000,000 and can either hold it in a low-yield account at 2% or commit it to a diversified portfolio earning 9% a year for twenty years.
At 9%, the money becomes ৳1,000,000 × 1.09²⁰ = ৳5,604,411. The present-biased choice to spend early is not a ৳1,000,000 decision; it is a decision to give up roughly ৳4,600,000 of future value, and the loss is invisible because it never appears on a statement.
The same arithmetic applies to every delayed decision. Ten years of compounding at 10% turns ৳500,000 into ৳500,000 × 1.10¹⁰ = ৳1,296,871. Delay is not free; it is the most expensive line item in most personal financial plans.
02 / Calculate
Watch value compound.
Change the starting amount, the rate, or the horizon. A negative rate models inflation and shows the loss of buying power.
An annual ৳100,000 grows at 8% for 15 years with no extra contributions.
Future value
৳317,216.91
After 15 years the balance is ৳3.17 L. You contributed ৳100,000.00 and earned ৳217,216.91 in growth.
Total interest earned
৳217,216.91
Compounding vs simple interest
+৳97,216.91
Year by year
| Year | Opening | Added | Growth | Closing |
|---|---|---|---|---|
| 1 | ৳100,000.00 | ৳0.00 | ৳8,000.00 | ৳108,000.00 |
| 2 | ৳108,000.00 | ৳0.00 | ৳8,640.00 | ৳116,640.00 |
| 3 | ৳116,640.00 | ৳0.00 | ৳9,331.20 | ৳125,971.20 |
| 4 | ৳125,971.20 | ৳0.00 | ৳10,077.70 | ৳136,048.90 |
| 5 | ৳136,048.90 | ৳0.00 | ৳10,883.91 | ৳146,932.81 |
| 6 | ৳146,932.81 | ৳0.00 | ৳11,754.62 | ৳158,687.43 |
| 7 | ৳158,687.43 | ৳0.00 | ৳12,694.99 | ৳171,382.43 |
| 8 | ৳171,382.43 | ৳0.00 | ৳13,710.59 | ৳185,093.02 |
| 9 | ৳185,093.02 | ৳0.00 | ৳14,807.44 | ৳199,900.46 |
| 10 | ৳199,900.46 | ৳0.00 | ৳15,992.04 | ৳215,892.50 |
| 11 | ৳215,892.50 | ৳0.00 | ৳17,271.40 | ৳233,163.90 |
| 12 | ৳233,163.90 | ৳0.00 | ৳18,653.11 | ৳251,817.01 |
| 13 | ৳251,817.01 | ৳0.00 | ৳20,145.36 | ৳271,962.37 |
| 14 | ৳271,962.37 | ৳0.00 | ৳21,756.99 | ৳293,719.36 |
| 15 | ৳293,719.36 | ৳0.00 | ৳23,497.55 | ৳317,216.91 |
Test the assumption
What if the rate changes?
The same inputs, compared across nearby rates.
6.0% rate
৳239,655.82
Comparison scenario
8.0% rate
৳317,216.91
Your current assumption
10.0% rate
৳417,724.82
Comparison scenario
Growth uses a constant annual rate with interest added once a year. Contributions are added at each year-end. Real products compound more often and carry fees, taxes, and risk.
03 / Apply
Holding a loser too long
A student investor bought a share at ৳200 and it now trades at ৳130. The original thesis has failed: margins are falling and the competitive advantage is gone. The investor keeps holding because selling would turn the paper loss into a real one.
The assumptions
- The ৳200 purchase price is a sunk cost; it cannot be recovered by waiting.
- The relevant question is the forward return from ৳130, not from ৳200.
- Anchoring on the purchase price is what makes the decision feel like a loss.
What to take away
01
The decision to hold is a fresh decision at ৳130, and must be justified on forward prospects alone.
02
Loss aversion and anchoring appear together: the anchor is the price paid, the pain is realising the loss.
03
A decision journal entry written before the outcome forces the reasoning to be explicit.
Your turn
0 of 3 answered
01Question
What does ৳1,000,000 become after 20 years at 9% a year, compounded annually? Round to the nearest taka.
02Question
What does ৳500,000 become after 10 years at 10% a year, compounded annually? Round to the nearest taka.
03Question
A project has already spent ৳2,000,000 and needs another ৳500,000 to finish, after which it will return ৳400,000. What should the decision turn on?
Take it into the Lab
Experiment with the same idea.
The Lab turns this topic into a workspace: change the drivers, watch the statements move, and see the consequence before you commit to a decision.
What-if analysis
Change price, cost, and working capital. Watch margins, return, and risk move together.
Open the labFormula lab
Understand, manipulate, observe, solve, then apply the formula to a decision.
Walk the formulaStatement playground
See how one driver propagates through the income statement, balance sheet, and cash flow.
Open the playgroundSources & further reading
OpenStax · Principles of Finance (free textbook) ↗CFA Institute · behavioural finance research ↗Educational sample content. Worked examples use hypothetical figures. Dates refer to the note's latest content update.