Introduction to Behavioral



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568

N

Naïve discounters 296–9, 316–17, 320–1, 

322, 326–7 

Nalebuff, B. 353 

Narrow bracketing 238, 255

Narrow framing 230, 238

Nash, J. 337, 358–9 

Nash equilibrium 342–5, 352, 357–8, 

415–6, 427 428, 435, 493 

Natural selection 15, 52, 72–3, 138, 152, 

182, 407, 417, 480

Need for cognition (NC) 471 

Neo-Darwinian synthesis (NDS) 15

Neural imaging



See neuroeconomics

Neurobiology



See neuroeconomics

Neuroeconomics 27, 34–6, 41–5, 48, 53–6, 

71, 113, 128, 137–40, 148, 160, 165, 169, 

174, 183, 309, 314–15, 438–41, 467, 477, 

494, 495–7

Altruism 26–7, 421–2 

Discounting 314–5 

Fairness 438–41 

Mental accounting 224, 236 

Neuroscience



See neuroeconomics

Nodes 338, 344–5 

‘Non-betweenness’ models 157

‘Non-conventional’ theories 155

Noncooperative games 339 

Nondepletion 402 

Nonexclusivity 402 

Normal-form representation 338 

Normative models 4, 69, 151, 188–9, 207, 

465, 480


Normative statements 4

Normative status



See normative model

Normative theory



See normative model

Nucleus accumbens (NAcc) 160, 169, 224, 

440 

Nudge 44, 49, 80, 246–9, 324, 332



O

Occam’s razor 32, 201

Ochs, J. 357, 362 

Ockenfels, A. 424–5 

Odean, T. 170, 233 

O’Doherty 95, 438

O’Donoghue, T. 129, 265–7, 279–82, 288, 

290, 303, 305, 307, 317

Oehler, A. 233 

Okada, E.M. 232, 235 

Opponent process theory 104–5 

Orbitofrontal cortex (OFC) 95, 165

Ordinal independence 159

Ordinization 477–9 

Ortmann, A. 201 

Oswald, A.J. 422, 479–80

Out-of-sample prediction 381

Overconfi dence 124–5, 143, 316, 500

Overestimation 124–5

Overplacement 125

Overprecision 125

Oxytocin 27, 440–1



P

Palfrey, T.R. 367 

Paradox of choice 81

Parasites 468

Pareto dominance 343, 375, 493 

Pareto effi ciency 76, 416, 434–5 

Parietal cortex 314

Parks, C.D. 435, 457

Parsimony 32, 417, 422

Partitioned price 223

Pavlovian withdrawal 127

Payment decoupling 235–7, 306 

P-bets 198–9, 202

Peacock’s tail syndrome



See handicap principle

Peak-End rule 77, 89, 100–1, 275 

Pearce, D. 418–21, 428

Pensions 330–1, 488–9 

Permanent income hypothesis (PIH) 

228, 257, 303, 323 




569

I N D E X

Per-period discount factor 293–4, 

296 


Pesendorfer, W. 30–1, 43–4, 48, 55

PET 


See positron emission tomography

Phelan, J. 16, 316 

Phelps, E.S. 293–4 

Phineas Gage 495–7 

Piecewise linear pattern 363–4 

Pinker, S. 75–6, 121, 127–8, 134, 135, 168, 

438, 449, 478, 484 

Placebo effect 77–8

Planner-doer model 50, 307–9, 314

Plott, C.R. 79, 194–6, 211–12, 471, 474, 

475 

Poldrack, R.A. 45, 90, 166



Pollak, R.A. 293–4 

Pooling equilibrium 376, 389–90 

Pope, D.G. 170, 215–17

Positive time preference 267

Positron emission tomography (PET) 18, 

42, 93–5, 438, 477, 494

Post-contract opportunism

See moral hazard

Posterior probability 118

Potlatch syndrome 414 

Precision, of theories 33

Preference 71, 74, 79–86, 87, 462–3 

Preference reversal 79, 98, 198–9, 

201–202, 291–1, 295–9, 315–16, 

471 


Prefrontal cortex (PFC) 27, 89, 94–5, 

101, 169, 184, 224, 314, 439

Prelec, D. 43–4, 80, 94, 105–8, 229, 234, 

235, 236, 276, 295, 303, 306 

Prescott, E.C. 239, 244–5 

Prescriptive statements 4

Present bias 293

Prevention focus 168, 183

Price, J. 502–3

Pricing tasks 270 

Primate behavior 438

Principal-agent theory 444–5, 455–6, 

480 

Prior outcome effect 237 



Prior probability 118, 376

Priority heuristic 201

Prisoner’s dilemma (PD)

See games 

Probabilistic insurance 175, 186

Probabilistic mental models 199 

Probability theory



See Bayesian probability estimation 

Probability weighting 176–87, 198–9

Procedural approach 309–10, 491 

Procedural theories 161

Process models 30, 201, 205

Procrastination 291–2, 296, 312, 315–19, 

322–3 

Product bundle 223, 235, 236



Projection bias 266, 305–6 

Prominence effect 88

Promotion focus 168, 183

Property rights 446–7, 453–4

Proposer competition 408–9 

Prospect, nature 149–50 

Cancellation 161–2 

Combination 161 

Evaluation 162–164

Regular 162

Segregation 161 

Simplifi cation 162

Strictly negative 162

Strictly positive 162

Prospect theory (PT) 160–187, 397–8, 

469, 484 

Criticisms 188–197

Models in discounting 302–3 

Third generation 197–9

Psychological forward induction 429

Psychological game theory (PGT) 393, 

418–21, 428–9, 430

Psychological plausibility 33, 462

Psychological regularity 466–7 

Public goods 339, 436, 441–3, 446–7, 

453–4, 490 

Public goods games

See games



570

Punishment 399, 405, 410, 411, 418, 

422–3, 432–4, 436, 438–9, 446, 453–4 

Anti-social 405, 414, 435

Pure strategies 350 

Strategic 399



Q

Quantal response equilibrium (QRE) 357, 

369, 462 

Quasi-hyperbolic function



See discount function

Quiggin, J. 158, 162, 207 



R

Rabin, M. 10, 129, 196, 303, 305, 309, 317, 

410, 425, 463

Rabin model 425–8 

Racetrack betting 170, 175–6, 187, 237 

Radiohead 393

Rae, J. 262 

Rajagopal, P. 225, 232 

Randomization 352–6, 492 

Random preference model 202

Rangel, A. 35, 51, 95

Rank-affected multiplicative weights 

(RAM) models 203

Rank-dependent EUT (RDU) 158

Ratchet effect 91, 215

Rating tasks 270 

Rational expectations 75, 305 

Rationality 3, 22, 25, 74–86, 470–5



See also irrationality

Read, D. 238, 266–7, 270, 275, 277, 301 

Reciprocity 393, 398–9, 402, 410, 411, 412, 

414, 424, 425–7, 432–4, 438, 444, 453–4, 

455–6, 492 

Models 418, 425–429, 430–433, 462

Negative 399, 410, 414, 425–7, 453–4, 

455–6 


Positive 399, 402, 414, 425–7, 453–4, 

455–6 


Strong 399

Recreational drugs 324, 489

Redelmeier, D.A. 76–7, 89, 231, 273, 275, 

471 


Reductionism 33–6, 49, 311, 313, 466–7

Reference agents 396, 418

Reference-dependent subjective expected 

utility (RDSEU) 198

Reference point 76, 94, 161, 163, 164–7, 

198, 205, 214, 215–17, 234, 258, 487 

Reference price 220, 445–6

Reference standard 418, 431–2

Reference transactions 397 

Refl ection effect 173, 196–197, 215 

Refl exivity 68

Regret theory 156, 202

Regulatory focus 168

Reinforcement learning



See learning effects

Religion 478, 497–9, 501

Repetitive transcranial magnetic 

stimulation (RTMS) 439



See also transcranial magnetic 

stimulation

Replicas 132, 144–5

Representativeness heuristic 70, 119, 121, 

463, 472 

Reputation effect 134, 359 

Responder competition 408–9 

Response curve



See best response function

Retaliation 134, 336, 405, 410, 414, 

435 

Retrospective durability bias 479 



Retrospective hedonic editing 89

Revealed preference 65, 68, 84

Reverse inference 45, 101

Reward prediction error (RPE)



See dopamine reward prediction error

Reverse time inconsistency 291

Rha, J.-Y. 225, 232 

Ricardian equivalence 329 

Ridley, M. 406–7, 437, 479 

Riots 57–60

Risk-aversion 151–2, 174–5, 178–87, 364, 

375 



571

I N D E X

Risk-dominant strategy 375, 434–5 

Risk-free puzzle



See equity premium puzzle

Risk-seeking 180–7

Ritov, I. 98–100 

Robson, A. 85–6, 152–3, 268, 301, 314

Robustness 424 

Roelofsma, P. 270, 287, 301 

Rogers, A.R. 268

Roth, A.E. 359, 362, 401, 405, 407, 408, 

413 

Rottenstreich, Y. 370–2, 416



rTMS

See repetitive transcranial magnetic 

stimulation

Rubinstein, A. 201, 309–10, 372 

Rullière, J.L. 408–9 

Rustichini, A. 442 

Rutherford, E. 33

Ryle, G. 18

S

Sales promotions 223–4, 241 

Salience 119, 235, 236, 370–2 

Samuelson, L. 301, 314

Samuelson, P.A. 238, 261, 263–4, 266 

Sanfey, A.G. 439–40

Sarin, R. 84, 157

Satisfaction treadmill 91

Satisfi cing 8

Savings 327–332, 486, 488–9 

Schelling, T. 370

Schelling salience 371

Schkade, D. 111, 112, 479 

Schmidt, K.M. 41, 198–9, 411, 416, 

422–4, 430–1, 444–5, 455–6, 464 

Schooler, J.W. 77, 135, 480, 482, 483–4 

Schwarz, N. 472, 473 

Schweitzer, M.E. 170, 215–17

Sealed-bid mechanism 363

Segregation principle 161, 220

Selection process

See natural selection

Self-attribution bias 127 

Self-control problems 136–7, 225–35, 

291–2, 295–299, 303, 304–5, 308–16, 

326–7, 327–332 

Self-deception 126–8, 135, 438 

Self-defeating behavior 132–40, 482–4, 

497–9 


Self-esteem 126–7, 136

Self-evaluation bias 124–132, 316

Selfi sh gene theory 138, 182, 501 

Self-handicapping 136, 374 

Self-harm 136, 374 

Self-perception theory 481 

Self-regulation

See self-control problems

Self-serving bias 8, 124, 126, 360, 387–8, 

408, 487, 491, 500

Self-signaling 78, 92–3, 105–9, 240, 308, 

319 

Selten, R. 375 



Sen, A. K. 9, 86, 422

Separating equilibrium 376, 389–90 

Sequential moves 340, 345, 347–9, 365, 

367–8 


Sexual selection 73

Shafi r, E. 23, 74, 470–5

Shaked, A. 32, 41, 361–3, 371, 415, 430–1, 

435


Shea, J. 214–15, 300, 303

Shefrin, H.M. 169, 228–9, 314 

Shirking 352, 455–6 

Shiv, B. 136, 311–12 

Shogren, J.F. 39, 190, 401, 408, 470 

Sicherman, N. 275, 277, 289 

Signaling 73, 361, 372–7, 487 

Sign effect 273–4, 277 

‘Silver lining’ principle 220

Simester, D. 229, 235, 240 

Simon, H.A. 14, 117, 139, 475

Simonson, I. 238 

Simulational fl uency 128

Simultaneous moves 337, 338, 340, 352 

Single-task individual-choice design 

196, 471–2 




572

Singleton node 344 

Slovic, P. 79, 88, 119, 177, 181, 471, 473 

Smith. A. 13, 72, 134, 261–2

Smith, V.L. 14, 400–1, 407, 412, 474, 475

Social capital 401 

Social contracts 449–52, 474 

Social norms 357–8, 371, 415–17, 434–6, 

438, 441–3, 445, 446, 476, 492, 503 

Social ostracism 443–4, 446–7

Social preferences 362–3, 381, 393–457 

Modeling 417–21 

Social time-preference rate (STPR) 323

Soman, D. 227–8, 234, 235, 236, 240, 267 

Somatic marker hypothesis (SMH) 47, 

88, 127, 496–7 

Sophisticated discounters 296–9, 316–17, 

320–1, 326–7

Sophistication, of learning 382

Spiteful behavior 395, 400, 410–11, 414, 

422, 434

Stacchetti, E. 418–21, 428

Stackelberg oligopoly 345, 347–9, 379 

Stahl, D.O. 368–9, 381–2 

Stakes, in games 407 

Stanovich. K.E. 139, 471, 473 

Starmer, C. 155, 157, 158, 160, 162, 191, 

196, 198–9, 202–3, 207, 271, 359, 371, 

471–2 

Stated Willingness To Pay (SWTP) 99, 



109 

Static games 



See games

Statman, M. 169, 228–9, 229–230 

Stigler, G. 31, 393

Stochastic decision models 202–3

Stochastic dominance 150–1, 191–2

Stone, A.B. 435, 457

Strategic interaction 26, 27

Strategic moves



See commitment

Strategic punishment



See punishment 

Strategic response 195, 400–1

Strictly dominant strategy 342 

‘Stripped’ prospect theory 157

Strotz, R.H. 293 

Subadditive discounting



See discounting

Subadditivity 177, 310 

Subcertainty 177

Subgame 344

Subgame perfection 344–5 

Subgame-perfect Nash equilibrium 

(SPNE) 342, 344–5, 362–3 

Subjective expected utility (SEU) 157

Subjective value 95–6

Subjective weighted utility (SWU) 157

Subjective wellbeing (SWB) 476

Subproportionality 177

Substitution axiom

See independence axiom

Sugden, R. 156, 191, 196, 198–9, 202–3, 

359, 371, 471–2 

Suicide bombing 437

Sunk costs 234–5 

Sunstein, C.R. 44, 80, 97–8, 246–7, 324, 

332 

Switched social contract 451–2 



Switching costs 321 

Sympathetic magic 130–1



T

Tankersley, D. 41, 50

Target workers 242–5 

Team reasoning 371–2, 416, 492

Teleological process 138 

Temporal loss-aversion 273–4

Temptation 291–2, 296, 312, 315–19 

‘Tempting fate’ 126, 130

Terrorist attacks

See counter-terrorism policy 

Testosterone 104, 137, 143

Thaler, R.H. 14, 47, 80, 93, 186, 195, 196, 

210–11, 219–23, 228–9, 236, 237, 238, 

244–6, 247, 248, 251–3, 273, 274, 292, 

300, 314, 324, 332, 397, 408, 413, 445, 

471



573

I N D E X

Theories, nature of 29–33, 461–2 

Third generation prospect theory 197–9

‘Three-act tragedy’ 75–6

Tice, D.M. 136–7

Ticket touting 397 

Time budgeting 232–3

Time-inconsistent preferences 291–301, 

304–5, 306–9, 311–14, 315–24, 462, 

488–9 

Time preference 40, 289–90 



Tipping 394, 397 

‘Tit-for-tat’ strategy (TFT) 398, 406–7, 

416 

Titration procedures 269 



TMS

See transcranial magnetic stimulation

Tobin, J. 23

Tom, S.M. 169

Tooby, J. 313, 450–2, 469, 474 

‘Tragedy of the commons’ 253, 324, 339, 

442, 490 

Transaction costs 40, 271–2, 360, 401

Transcranial magnetic stimulation (TMS) 

18, 42, 56, 94

Transfer of attention exchange (TAX) 

models 203–5

Transitivity 6, 68, 149, 155, 162, 189, 

191–2, 198–9, 202, 207

Treadmill effect 91, 477–8 

‘Trending’ regime 123

Trivers, R. 127–8

Trivializations, of violations of rationality 

470–2 


Trust contract 444–5, 487

Trust games



See games

Tversky, A. 5, 7, 14, 23, 47, 68–70, 74, 

79, 87–8, 90–2, 93, 119, 123, 150, 153, 

159–87, 223, 234, 471, 472, 473, 474, 

477

U

Ultimatum bargaining games 



See games

Uncertainty 148, 159–60, 287, 314 

Uncertainty aversion principle 478–9 

Underconfi dence 125–6

Unpredictability 351–356 

Utility


Acquisition 93 

Anticipatory 77, 92, 275, 288, 304, 

465

Cardinal 87



Concave 286–7 

Decision 85, 86–8, 275, 288, 485–6 

Diagnostic 78, 92–3, 105–9

Experienced 86–8, 89, 105–8, 275, 288

Hedonic 86–8

Independence 265

Measurement of 95–6

Nature of 71–2, 86, 93–7

Ordinal 87

Predicted 77, 84, 465 

Real-time 89, 275, 465 

Remembered 89, 275, 465 

Residual 92

Stationary instantaneous 266

Transaction 93

Utility functions 152, 171–6



V

Value 


See Utility

Varian, H.R. 65, 76

Ventral striatum 90, 169, 439

Ventromedial prefrontal cortex (VMPFC) 

160, 169, 314, 439–40

Vicarious consumption effect 82, 102

‘Vice’ goods 97, 105–9

‘Virtuous’ goods 97

Visceral factors 83–6, 104–5, 128, 288, 

304, 485, 486

Visceral fi t 128, 187

Volition


See free will

von Mises, L. 7

von Neumann, J. 149, 337 



574

W

Wakker, P.P. 84, 157, 186, 193

Walker, M. 351, 355–6 

Wang, X.T. 196–7, 223 

Wansink, B. 79, 303

Warfare 499–502 

‘Warm glow’ 395

Wason, P.C. 449 

Wason Test 412, 449–52, 468, 474, 

493 


Weber, R. 368 

Wegner, D.M. 9, 483

Weighted utility theory 156

Welfare 44, 315–20, 475–84 

‘Well-behaved’ preferences 155

Well-being



See welfare

Wertenbroch, K. 317 

West, R.F. 471, 473 

Whistle blowing 444, 446 

Williams, M.B. 38, 266, 271–2, 300 

Willingness-to-accept (WTA) 86, 169, 

194–6, 210–3

Willingness-to-pay (WTP) 86, 169, 194–6, 

210–3

Wilson, E.O. 31, 46



Wilson, T.D. 135, 165, 368–9, 472, 477–9, 

480 


Within-subjects studies 36, 277

Wooders, J. 351, 355–6 

World Values Survey 476

WTA-WTP gap 



See endowment effect (possession)

Y

Yanomamo tribe 183

Yen, S.-H. 197–200

Z

Zahavi, A. 136, 374, 434 

Zak, P. 440–1

Zeiler, K. 79, 194–6, 211–12

Zero-sum games

See games

Zwick, R. 405, 407, 412 



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