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Scientific basis

What does science say?

This is not our opinion. Dopamine after a win, cortisol after a loss — both weaken the prefrontal cortex and hand control over to reflex. The studies below prove every thesis.

SourceYearTitle — original / translationKey findings and baseline numbers
Daniel Kahneman & Amos TverskyPsychologists (Hebrew University / Stanford)
1979
Prospect Theory: An Analysis of Decision under Risk (Econometrica)Prospect Theory: An Analysis of Decision under Risk
  • A loss is felt ~2 times more heavily than a win (loss aversion) — this is why the trader won't accept a loss.
  • In gains people avoid risk, in losses they seek risk — this is where SL-shifting and averaging come from.
  • The decision is not rational; it's made emotionally relative to a "reference point."

Base: Experiment — hundreds of survey participants (hypothetical decision problems). Nobel Prize, 2002.

Brad Barber & Terrance OdeanFinance professors, University of California (UC)
2000
Trading Is Hazardous to Your Wealth (Journal of Finance)Trading Is Hazardous to Your Wealth
  • The more a trader trades, the lower their net income.
  • The most active traders lagged significantly behind the market.
  • The cause is not knowledge, but excessive trading and commissions.

Base: ~66,000 private accounts, 1991–1996. Most active 20%: ~11.4% net annual return; market: ~17.9%.

Wolfram Schultz, Peter Dayan & Read MontagueNeurophysiologists (Cambridge / UCL)
1997
A Neural Substrate of Prediction and Reward (Science)A Neural Substrate of Prediction and Reward
  • Dopamine fires not at the reward itself, but at the unexpected reward and the signal that promises it (reward prediction error).
  • When the expected reward arrives the dopamine response fades — the unexpected one makes it explode.
  • The urge for "one more trade" is born from exactly this anticipation signal.

Base: Single-neuron recordings in primates (laboratory neurophysiology).

Amy ArnstenNeurobiologist, Yale University (Yale)
2009
Stress Signalling Pathways That Impair Prefrontal Cortex (Nature Reviews Neuroscience)Stress Signalling Pathways That Impair Prefrontal Cortex
  • High cortisol/stress weakens the prefrontal cortex (the rational center).
  • Control passes to the amygdala (fear, reflex) — the "considered decision" is replaced by the "reactive decision."
  • This is exactly why "I'll hold myself together with willpower" doesn't work under stress.

Base: A synthesis of dozens of studies (review article) — not a single sample.

John Coates & Joe HerbertUniversity of Cambridge (neurophysiology)
2008
Endogenous Steroids and Financial Risk Taking on a London Trading Floor (PNAS)Endogenous Steroids and Financial Risk Taking on a London Trading Floor
  • Cortisol levels rise together with market volatility.
  • High cortisol makes decisions irrational and risk-averse.
  • Not a laboratory — measured on a real trading floor.

Base: 17 male traders, over 8 working days (City of London).

Camelia Kuhnen & Brian KnutsonStanford University (neuroeconomics)
2005
The Neural Basis of Financial Risk Taking (Neuron)The Neural Basis of Financial Risk Taking
  • Activity in the nucleus accumbens (reward center) rises BEFORE a risky decision.
  • The desire for risk is born while anticipating a win, before winning anything.
  • This is the pure neural mechanism of FOMO and increasing size.

Base: fMRI laboratory experiment (a small group of participants).

Terrance OdeanFinance professor, University of California (UC)
1998
Are Investors Reluctant to Realize Their Losses? (Journal of Finance)Are Investors Reluctant to Realize Their Losses?
  • Investors sell the winning position and hold on to the losing one (disposition effect — statistically confirmed).
  • They close a win considerably faster than a loss.
  • Waiting for it to "come back" is not rational — it's emotional self-defense.

Base: ~10,000 retail brokerage accounts.

F. Chague, R. De-Losso & B. GiovannettiUniversity of São Paulo (USP), Brazil
2020
Day Trading for a Living?Day Trading for a Living?
  • 97% of day traders lost money.
  • Only 1.1% earned more than the minimum wage.
  • Experience (time) did not help — most were still in loss.

Base: 19,600 day traders, 2013–2015. 97% loss · 1.1% more than the minimum wage.

Barber, Lee, Liu & OdeanUniversities of California and Taiwan
2014
The Cross-Section of Speculator Skill: Evidence from Day TradingThe Cross-Section of Speculator Skill: Evidence from Day Trading
  • Only a very small share of day traders (~1%) makes consistent profit after commissions.
  • For most, more trading = steady loss.
  • Skill is real, but it's found in very few traders.

Base: Taiwan's entire day-trader population, 15 years (1992–2006).

Andrew Lo, Dmitry Repin & Brett SteenbargerMIT and clinical psychology
2005
Fear and Greed in Financial Markets: A Clinical Study of Day-TradersFear and Greed in Financial Markets: A Clinical Study of Day-Traders
  • Traders prone to strong emotional reactions show the worst results.
  • Emotion is both a sign and a cause of poor performance.
  • The best don't "manage" emotion; they are less affected by it.

Base: A clinical observational study on day traders (a small group).

Hersh Shefrin & Meir StatmanSanta Clara University (finance)
1985
The Disposition to Sell Winners Too Early and Ride Losers Too Long (Journal of Finance)The Disposition to Sell Winners Too Early and Ride Losers Too Long
  • Introduced the term "disposition effect" to the field.
  • People close a win too early and hold a loss for far too long.
  • The cause is fear of regret and preserving the feeling of "I was right."

Base: A theoretical framework + confirmation with market data.

Vijayraghavan et al.Arnsten Lab, Yale University
2007
Inverted-U Dopamine D1 Receptor Actions on Prefrontal Neurons (Nature Neuroscience)Inverted-U Dopamine D1 Receptor Actions on Prefrontal Neurons
  • Dopamine follows an "inverted-U" pattern: in moderation — beneficial, in excess — harmful.
  • Moderate dopamine optimizes the prefrontal cortex.
  • Excess dopamine (euphoria) lowers cortical performance — control weakens.

Base: Neurophysiological experiment in primates (laboratory).

Brad Barber & Terrance OdeanFinance professors, University of California (UC)
2001
Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment (Quarterly Journal of Economics)Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment
  • An overconfident trader trades more and loses more.
  • Heavy trading is a sign of high confidence, but the cause of poor results.
  • Confidence is not knowledge — it often underestimates risk.

Base: ~35,000 private accounts, 1991–1997.

Brett N. SteenbargerClinical psychologist, SUNY Upstate Medical University
2003–15
The Psychology of Trading · Trading Psychology 2.0The Psychology of Trading · Trading Psychology 2.0
  • Psychology and risk management matter more than strategy.
  • The steady trader is not the one with the best strategy, but the one who best controls himself.
  • Improvement comes through rule-based, repetitive practice.

Base: Many years of clinical practice with traders (no exact percentage cited).

The sources are recognized, peer-reviewed works in the field. Neurophysiological studies reveal the mechanism (laboratory, small sample); trading studies prove the result (tens of thousands of real accounts). The loss figure is consistently presented as 70–90% (up to 97% in some markets).