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Decision Psychology

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01

Cognitive Biases

Systematic thinking errors, heuristics, prospect theory, biases in business decisions, and methods to mitigate them

System 1 and System 2: Two Modes of Thinking

Two Ways of Thinking → Key Discovery → When System 1 Makes Mistakes → Practical Implications → How to Activate System 2 → Practical Assignment

  • ·Probabilities and statistics
  • ·Long-term consequences
  • ·Non-standard situations
  • ·Complex trade-offs
  • ·Slow down: “Am I sure I have thought this through well?”
  • ·Pre-mortem: Before making a decision, imagine it has already failed and find the reasons.
  • ·Checklists: Structure analysis, do not rely on memory.
  • ·External perspective: Involve a person without emotional involvement.

System 1 is fast, automatic, emotional, associative. It operates effortlessly and almost beyond our control. It answers the question “2+2?” instantly. It assesses threats before we even consciously perceive the situation.

System 2 is slow, reflective, logical, requires effort and attention. It handles “17×24?”, analyzes complex arguments, manages behavior in unfamiliar situations.

Most of our decisions are made by System 1, while System 2 merely “rationalizes” them after the fact. We are convinced that we are reasoning—but in reality, we are reacting to emotions, images, and heuristics.

System 1 was shaped by millions of years of evolution for survival in a simple environment. It poorly handles:

Prospect Theory: Losses Are Felt More Acutely Than Gains

The Discovery by Kahneman and Tversky → Three Principles of Prospect Theory → Framing: How Presentation Changes Decisions → Business Applications → Practical Exercise

  • ·Program A: will definitely save 200 people
  • ·Program B: 1/3 chance to save everyone, 2/3 chance to save no one

Classical economics assumes symmetry: a loss of $100 “cancels out” a gain of $100. Kahneman and Tversky refuted this experimentally.

Loss Aversion: the pain from losing $100 is approximately twice as strong as the joy from gaining $100. This is not just a subjective feeling—it is a neurobiological fact: losses activate regions of the brain associated with physical pain.

1. Asymmetry of losses and gains: losses cause more pain than equal gains bring joy.

2. Diminishing sensitivity: the difference between $0 and $100 is felt more acutely than between $900 and $1000. We are more sensitive to changes near the reference point.

Cognitive Biases: A Catalog of Systemic Errors

What Are Cognitive Biases → Key Biases in Business → How to Combat Biases → Practical Assignment

  • ·Pre-mortem: “The project failed. Why?” — forms oppositional thinking
  • ·Devil’s advocate: an intentionally appointed critic
  • ·Base rates: always ask “what is the average result in similar projects?”
  • ·Separation of roles: analyst and decision-maker — different people

Cognitive biases are systematic errors in judgments that arise from simplified patterns of thinking (heuristics). They are predictable and universal: all people are subject to them regardless of intelligence.

Anchoring: the first number heard becomes an “anchor” for all subsequent estimates. The first price mentioned in negotiations establishes the discussion range.

Confirmation Bias: we seek information that confirms an already formed opinion and ignore information that contradicts it. Managers in love with their own idea fail to notice red flags.

Availability Heuristic: the probability of an event is assessed by how easily its examples come to mind. After an air crash, people overestimate the risk of flying.

Heuristics: Fast Decisions and Their Cost

What Are Heuristics → Three Fundamental Heuristics (Tversky and Kahneman) → Heuristics in Business Decisions → When Heuristics Are Useful → Practical Assignment

Heuristics are mental shortcuts that allow us to make quick decisions under incomplete information. They are evolutionarily justified: in simple environments, they yield good results. In complex, unusual situations—they lead to systematic errors.

Representativeness heuristic: we estimate probability based on how much an object “resembles” a prototype. “A shy person who loves books—more likely a librarian or a farmer?” Most say “librarian,” ignoring that there are thousands of times more farmers.

Availability heuristic: we estimate the probability of an event by how easily examples come to mind. Events that the media often report on (terrorist attacks, plane crashes) seem more likely than they really are.

Anchoring and adjustment heuristic: the starting point influences the final assessment. If you ask “is the population of Turkey more or less than 35 million?”, answers will be lower than if the anchor had been 100 million.

Nudge: Choice Architecture and Decision Design

What is a nudge → Choice Architecture → Applications in Business → Ethical Considerations → Practical Assignment

Richard Thaler and Cass Sunstein proposed the concept of “nudge”: changing the choice architecture—the design of the environment in which a decision is made—in such a way as to encourage desirable behavior without restricting freedom of choice or using material incentives.

The key principle: do not change the options—change their presentation and order.

Default: most people choose the default option. Pension programs with automatic enrollment (opt-out) result in 90%+ participation versus 60% with opt-in. The default is the most powerful tool of the choice architect.

Order: an option listed first or last is chosen more frequently. Position on a menu, order of candidates on a list influence outcomes.

02

Decision-Making Under Pressure

Psychology of stress and errors under pressure, intuition vs analysis, managing uncertainty, structured decision-making

Stress and Decision Quality: What Happens to the Brain

Physiology of Stress → How Stress Changes Decisions → Optimal Pressure: The Yerkes-Dodson Curve → Techniques for Decision-Making Under Pressure → Practical Assignment

Definitions

Prefrontal cortex
the center of System 2, logic, and planning — temporarily "shuts down" under high stress. Control shifts to the amygdala (the center of emotional reactions). This is useful when you need to run from a lion. It is destructive in negotiations, crisi...

When the brain perceives a threat, the "fight or flight" response is triggered: the adrenal glands release cortisol and adrenaline. This narrows the field of attention (tunnel vision), speeds up reaction, but worsens analytical thinking.

Prefrontal cortex — the center of System 2, logic, and planning — temporarily "shuts down" under high stress. Control shifts to the amygdala (the center of emotional reactions). This is useful when you need to run from a lion. It is destructive in negotiations, crisis management, and investment d...

Choice reduction: under stress, people see fewer options and quickly move to the first acceptable one (satisficing instead of optimizing).

Time horizon: stress shifts focus to immediate relief. Long-term consequences are underestimated.

Intuition vs. Analysis: When to Trust Each

Rehabilitation of Intuition → When to Trust Intuition → When Intuition Needs to Be Checked → Structured Debate → Intuition in Negotiations → Practical Assignment

  • ·Unusual, rare situation
  • ·High stakes and irreversible consequences
  • ·The environment has changed, past experience is irrelevant
  • ·Strong emotional involvement

Gary Klein and other researchers have shown: in real crises (fires, military operations, medicine), experienced professionals rarely weigh options methodically. They instantly recognize the pattern of the situation and act based on the “best option”. And they act successfully.

This is the Recognition-Primed Decision (RPD) Model: intuition as pattern recognition, accumulated from thousands of cases. This is not irrationality—it is compressed experience.

Kahneman identified two conditions for good intuition: 1. Regular environment: there are statistical regularities that can genuinely be learned 2. Long practice with feedback: experience includes clear, quick feedback on outcomes

A chess grandmaster—yes. A clinical psychologist with many years of practice—yes. A manager making strategic decisions once every 5 years—questionable.

Decision-Making Under Uncertainty

Three Types of Unknowns → Psychological Reactions to Uncertainty → Useful Frameworks → Managing Regret → Practical Assignment

  • ·Risk: the outcome is unknown, but the probability distribution is known. Rolling a die is risk.
  • ·Uncertainty (Knightian): the probabilities themselves are unknown. Most business decisions fall here.
  • ·Complete Unknown: "unknown unknowns"—we do not know what we do not know.

People tolerate uncertainty differently. Low tolerance for uncertainty → tendency toward premature decisions (closure), avoidance of complex problems, overconfidence (filling the void with certainty).

Expected Value vs Expected Utility: mathematical expectation vs psychological value considering risk aversion. For major stakes—utility matters more than EV.

Pre-mortem: "Imagine that a year from now the project has failed. Why?" Reduces excessive optimism, allows for risk identification in advance.

Reversibility test: Is the decision reversible? If yes—decide faster and learn. If not—invest in analysis.

Errors of Team Decision-Making: Groupthink and Escalation of Commitment

Groupthink: When the Team Thinks as One → Escalation of Commitment → Antidotes → Practical Assignment

  • ·Illusion of invulnerability ("we can handle it")
  • ·Collective rationalization (ignoring warnings)
  • ·Pressure on dissenters ("you're not a team player")
  • ·Self-censorship (group members keep doubts to themselves)
  • ·Illusion of unanimity
  • ·"Red team" (designated critic)
  • ·Anonymous collection of opinions before discussion
  • ·Leader does not voice opinion first
  • ·Involvement of external experts
  • ·Dividing large decisions into smaller ones with interim reviews
  • ·Set "stop-points" in advance (kill criteria): "If X happens, we stop"
  • ·Separate those who made the original decision from those who evaluate continuation
  • ·Clearly distinguish between sunk and future costs

Irving Janis described groupthink using examples of catastrophic decisions (Bay of Pigs, Chernobyl): highly cohesive groups under pressure make irrational decisions, sacrificing critical thinking for the sake of consensus.

Risk factors: high cohesiveness, authoritarian leader, isolation from external opinions, high stress.

We continue to invest in a failing project—because of resources already sunk (sunk cost), public commitments (hard to admit a mistake), or the need to save face.

Classic examples: policy escalation in the Vietnam War, corporate mergers that proceeded against all signals. In business—projects that "cannot be stopped because too much has already been spent."

Structured Decision-Making: Tools for Complex Choices

Why Structure Decisions → Tool 1: WRAP Framework (Chip and Dan Heath) → Tool 2: 10/10/10 → Tool 3: Decision Matrix → Tool 4: Scenario Planning → Tool 5: Retrospective Assessment → Practical Assignment

Unstructured decisions reproduce cognitive biases. Structure does not guarantee the correct answer, but it reduces the influence of biases and makes the process verifiable and teachable.

W — Widen your options: don't get stuck in the dichotomy of “to do or not to do”. What other options exist?

R — Reality-test your assumptions: what assumptions underlie the decision? How can they be tested?

A — Attain distance before deciding: create emotional distance. “What would I advise a friend?”

03

Negotiation Psychology

Psychological foundations of negotiation: influence, anchoring, emotions, trust, BATNA, and complex negotiation situations

Psychology of Influence: The Six Principles of Cialdini

Foundation: Automatic Compliance → The Six Principles → Ethics of Influence → Application in Negotiations → Practical Task

  • ·Start with small talk and finding common ground (liking + reciprocity)
  • ·Make the first concession yourself (reciprocity)
  • ·Create a deadline (scarcity)
  • ·Highlight your expertise (authority)

Robert Cialdini spent years studying the techniques of persuasion professionals—salespeople, fundraisers, recruiters. His conclusion: influence works through psychological “triggers” that launch automatic compliance.

1. Reciprocity: we feel obligated to reciprocate gifts, concessions, and assistance. Even a small, unexpected gift creates a sense of indebtedness. In negotiations: make the first concession—receive a concession in return.

2. Commitment & Consistency: once we take a position, we tend to stick to it. “Foot in the door”: first ask for something small, then something bigger. Public commitment is stronger than private.

3. Social Proof: in uncertainty, we look at the behavior of others. “92% of customers choose this option”—a powerful trigger.

BATNA and Zone of Possible Agreement

Fundamentals of Negotiation Analysis (Harvard School) → BATNA (Best Alternative to a Negotiated Agreement) → ZOPA (Zone of Possible Agreement) → Anchoring in Negotiations → Negotiation Framing → Practical Assignment

Definitions

BATNA
the best thing you can do if negotiations fail. This is your negotiation power.

Roger Fisher and William Ury formulated principled negotiation: focus on interests, not positions; search for mutually beneficial solutions; objective criteria.

BATNA — the best thing you can do if negotiations fail. This is your negotiation power.

Rule: never enter negotiations without knowing your BATNA. Improving your BATNA before negotiations is part of the preparation.

It is important to know not only your own BATNA, but also the assumed BATNA of your opponent. The weaker his BATNA — the stronger your position.

Emotions in Negotiations: How to Manage Your Own and Read Others'

Emotions—an Integral Part of Negotiations → The Effect of Emotions on Outcome → Managing Your Own Emotions → Reading the Opponent’s Emotions → Practical Assignment

For a long time, negotiation theories ignored emotions, assuming rational actors. Today, research shows: emotions are fundamentally important and predictably influence the outcome.

Anger: in certain situations, strengthens a position (signals firmness). But often leads to unproductive confrontation, destroys relationships, and causes mistakes. Strategic anger (fake anger) is effective but risky.

Happiness and enthusiasm: increase trust and cooperation, but reduce firmness of position.

Emotional preparation: before negotiations, consider your triggers. What makes you angry, offended, fearful—in these specific negotiations?

Manipulations: How to Identify and Neutralize

What Is Manipulation → Classic Manipulative Techniques → How to Neutralize Manipulations → Practical Assignment

Manipulation is the use of psychological mechanisms to obtain consent that a person would not give if they had full information and clear thinking. The difference from ethical persuasion: manipulation hides information, creates false obligations, or exploits weaknesses.

Bogey (illusory value): "Condition X is very important to us" (though X is almost unimportant)—so that later they can "concede" it in exchange for something truly important.

Nibbling: after reaching a principal agreement: "By the way, please include this as well..."—counting on the reluctance to reopen negotiations.

Good cop/Bad cop: one is aggressive, the other "defends." This creates artificial sympathy for the "good" one.

Negotiations in Difficult Conditions: Multilateral and Cross-Cultural

Multilateral Negotiations → Cross-Cultural Negotiations → Adaptation of Style → Practical Assignment

  • ·Coalitions are formed (changing the balance of power)
  • ·The negotiation process becomes more complicated (each side has its own agenda)
  • ·Transitivity breaks down (A > B, B > C, but A not > C on a specific issue)
  • ·Risk of blocking: a minority can block a decision
  • ·Form a coalition before the general session begins (bilateral pre-negotiation)
  • ·Determine who holds the most power/BATNA in this configuration
  • ·Look for package deals: different participants value different things
  • ·Communication style: direct (Germany, USA, Israel) vs indirect (Japan, China, India)
  • ·Attitude toward time: monochronic (punctuality, order) vs polychronic (time is flexible)
  • ·Power distance: in hierarchical cultures decisions are made at the top
  • ·Individualism vs collectivism: "what is good for me" vs "what is good for the group"
  • ·Projecting your own cultural norms ("I was polite, they should reciprocate")
  • ·Interpreting "yes" as agreement in cultures where "yes" = "I hear you"
  • ·Moving to the substance of negotiations without social talk in cultures where relationships come first
  • ·Research the cultural context in advance
  • ·Slow down at the start: do not rush to the agenda
  • ·Ask more questions, make fewer assertions
  • ·Verify understanding ("Did I understand correctly...?")
04

Group Dynamics and Social Influence

Behavior in groups, social norms, conformity, leadership in teams, intergroup conflict, and team effectiveness

Social Influence: Conformity and Obedience to Authority

Asch's Experiment: The Power of Conformity → Milgram's Experiment: Obedience to Authority → Social Norms → Diffusion of Responsibility → Practical Assignment

  • ·The first voice in a meeting sets the tone
  • ·Public voting creates conformity pressure
  • ·Anonymity and diversity of opinions before discussion reduce conformity

Solomon Asch demonstrated: when the majority gives an obviously incorrect answer, a third of subjects agree with the majority against their own perception. Just one "ally" among the confederates who gives the correct answer sharply reduced conformity.

Stanley Milgram showed: 65% of ordinary people are willing to administer "painful shocks" to strangers at the command of an authoritative experimenter, even when the victim screams.

Not villainy, but situational pressure. In organizations: employees carry out ethically questionable orders ("I was told", "that’s the policy", "it’s not my decision").

Descriptive norms: what the majority does. "Most people sort their trash" → people begin to sort.

Team Psychology: Stages of Development and Roles

Tuckman's Model: Stages of Group Development → Team Roles (Belbin) → Psychological Safety (Amy Edmondson) → Practical Assignment

  • ·Publicly acknowledges their own mistakes
  • ·Asks questions rather than asserting
  • ·Thanks for bad news
  • ·Does not punish for experiments that fail in training conditions

Forming: group members are polite, cautious, orienting themselves to the situation. There are few conflicts—there is no trust for open discussions. The leader must provide structure.

Storming: differences in approaches, goals, and values come to the surface. There may be struggle for influence. Many teams get stuck here or prematurely revert to conformity.

Adjourning: completion—it's important to properly conclude the shared experience.

Raymond Belbin identified 9 team roles necessary for the full functioning of a team: Plant (Thinker), Resource Investigator, Co-ordinator, Shaper, Monitor Evaluator, Teamworker, Implementer, Completer Finisher, Specialist.

Intergroup Conflicts and Prejudices

Minimal Group Differences → Sources of Intergroup Conflict in Organizations → Reducing Intergroup Hostility → Practical Assignment

  • ·Competition for resources: departments compete for budget, management attention
  • ·Different goals: sales vs production, marketing vs finance
  • ·Informational isolation (silos): each group sees only its own part of the picture
  • ·Status differences: experienced vs new, headquarters vs regions

Henri Tajfel demonstrated: people need only the slightest excuse to divide into groups—after which they favor their “own” and discriminate against “outsiders.” Dividing into “red” and “blue” teams already creates in-group bias.

In-group bias: we overestimate the achievements of our own group and underestimate the achievements of others. “We” are good and diverse. “They” are bad and homogeneous.

Contact hypothesis (Allport): direct contact between groups under certain conditions reduces prejudices: equal status, common goals, cooperation, support from institutions.

Superordinate goals: a shared threat or challenge requiring joint efforts drastically reduces intergroup hostility. Sherif’s classic experiment: rival camp groups united in the face of a common problem.

Motivation: Theory and Practice

Internal and External Motivation → Self-Determination Theory (Deci and Ryan) → Hackman-Oldham Model (Job Characteristics Model) → Money and Motivation → Practical Assignment

  • ·Autonomy: feeling that actions originate from oneself, not imposed
  • ·Competence: feeling effective, growing expertise
  • ·Relatedness: sense of belonging, meaningful relationships

External motivation: an action is performed for external rewards or to avoid punishment: money, recognition, fines.

Internal motivation: an action is performed for the action itself: interest, pleasure, meaning.

Crowding out effect: excessive external rewards suppress internal motivation. Classic experiment: children who drew for pleasure lost interest once rewards were introduced and then removed.

An environment supporting these three needs → high internal motivation, engagement, well-being.

Leadership and Psychological Influence on Groups

Transactional vs Transformational Leadership → Psychological Mechanisms of Leadership Influence → The Dark Side: Narcissistic and Authoritarian Leadership → Practical Assignment

Transactional leadership is based on exchange: good work → reward; violation → sanction. It works to maintain standards, but does not inspire exceeding them.

Transformational leadership influences values, identity, and meaning: "We are doing something important." Four components (Bass): charismatic influence, motivation by inspiration, intellectual stimulation, individual attention.

Identification: people share the leader's values and identify themselves with the group. "We are a company that is changing the world" creates stronger motivation than a bonuses scheme.

Vision: a clear, persuasive picture of the desired future creates direction and meaning. Without vision—management of details; with vision—movement toward a goal.

05

Psychology of Investors and Markets

Behavioral finance: market irrationality, investor emotions, market bubbles, institutional distortions, and behavioral investing

Behavioral Finance: Why Markets Are Not Always Rational

The Challenge to the Efficient Market Hypothesis → Market Anomalies → Aggregate Biases → Limits of Arbitrage → Practical Assignment

The efficient market hypothesis (Eugene Fama) claims: asset prices reflect all available information. Consequence: it is impossible to systematically "beat" the market.

Behavioral finance (Kahneman, Shiller, Thaler) demonstrate: markets can be systematically inefficient, because investors are people with cognitive biases.

Momentum: stocks that have risen during the past 12 months continue to rise (and vice versa). This contradicts the random walk hypothesis.

Value premium: stocks with low P/E, P/B systematically outperform "expensive" stocks in the long run.

Emotional Market Cycles: Fear and Greed

The Fear and Greed Index → The Psychological Market Cycle → Behavioral Traps → How Institutional Investors Use These Biases → Practical Assignment

Warren Buffett: “Be fearful when others are greedy, and greedy when others are fearful.” This is not just an aphorism—it’s a behavioral observation about systematic errors made by the mass investor.

Optimism → Enthusiasm → Euphoria (price peak) → Anxiety → Denial → Panic → Capitulation → Depression → Hope (price bottom) → Relief → Optimism

Most retail investors buy near the peak and sell near the bottom—exactly the opposite of the optimal approach.

Disposition effect: selling rising positions too early (locking in gains) and holding losing positions for too long (avoiding realizing losses). Result: systematically lower returns.

Market Bubbles: The Psychology of Collective Madness

Anatomy of a Bubble → Historical Examples → Psychology of Bubble Participants → How to Protect Yourself → Practical Assignment

  • ·Ignore narratives of “this time is different”
  • ·Compare current valuations to historical norms
  • ·Monitor credit leverage as an indicator of euphoria
  • ·Diversify and maintain discipline in rebalancing

Robert Shiller described five characteristics of market bubbles: 1. Sharp price increase 2. Narratives explaining “why this time is different” 3. Media frenzy 4. Stories of rapid enrichment 5. Growing participation of retail investors

Tulip mania (1637): prices for tulip bulbs reached the value of a house. When the bubble burst — the market collapsed within a few weeks.

Dot-com (1997-2000): companies with no revenue were worth billions. Narrative: “The internet changes everything, old valuation metrics no longer apply.”

Subprime (2003-2007): “Home prices never fall on a national level” — a narrative that turned out to be false.

Behavioral Investing: How to Use Others’ Biases

From Theory to Practice → Strategies Based on Behavioral Anomalies → Behavioral Traps of the Professional Investor → Practical Assignment

  • ·Career risk: a manager avoids nonstandard positions (to make a mistake with everyone is safer for one’s career)
  • ·Short-termism: a quarterly assessment horizon vs. long-term value
  • ·Agency problem: the interests of the manager ≠ the interests of the client

Behavioral finance not only describes problems, but also provides opportunities for a disciplined investor. If the market systematically makes mistakes, you can systematically take advantage of this.

Value investing (Graham, Buffett): buy assets trading below their intrinsic value due to pessimism, fear, or neglect. The market overreacts to bad news → shares of “hated” companies become cheaper than justified.

Contrarian investing: buy what is currently out of favor. “Everyone is buying gold” → gold becomes overvalued. Requires psychological strength to go against the crowd.

Momentum (trend following): in the short term, trends continue due to underreaction to news and herding. Momentum strategies work on a 3–12 month horizon.

Neuroeconomics: The Brain and Financial Decisions

What is Neuroeconomics → Dopamine and Anticipation of Reward → Neural Foundations of Loss Aversion → Trust and Oxytocin → Neural Foundations of Self-control → Practical Assignment

Neuroeconomics—at the intersection of neuroscience, psychology, and economics—studies the neural mechanisms of economic decision-making. What happens in the brain when we win, lose, take risks, or trust?

The dopamine system responds not so much to the reward itself as to its anticipation and unpredictability. Unexpected rewards (as in a casino) stimulate dopamine more strongly than predictable ones.

Implication: Financial markets, with their unpredictability, activate the dopamine system like a slot machine. Frequently checking your portfolio creates dependence and increases impulsivity.

fMRI studies: losses activate the insula (associated with pain and disgust) more strongly than gains activate pleasure centers. Loss aversion is literally “painful” on a neural level.