Perception and Misperception of Bias in Human Judgment
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The Art of Thinking Clearly
For Sabine The Art of Thinking Clearly Rolf Dobelli www.sceptrebooks.co.uk First published in Great Britain in 2013 by Sceptre An imprint of Hodder & Stoughton An Hachette UK company 1 Copyright © Rolf Dobelli 2013 The right of Rolf Dobelli to be identified as the Author of the Work has been asserted by him in accordance with the Copyright, Designs and Patents Act 1988. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means without the prior written permission of the publisher, nor be otherwise circulated in any form of binding or cover other than that in which it is published and without a similar condition being imposed on the subsequent purchaser. A CIP catalogue record for this title is available from the British Library. eBook ISBN 978 1 444 75955 6 Hardback ISBN 978 1 444 75954 9 Hodder & Stoughton Ltd 338 Euston Road London NW1 3BH www.sceptrebooks.co.uk CONTENTS Introduction 1 WHY YOU SHOULD VISIT CEMETERIES: Survivorship Bias 2 DOES HARVARD MAKE YOU SMARTER?: Swimmer’s Body Illusion 3 WHY YOU SEE SHAPES IN THE CLOUDS: Clustering Illusion 4 IF 50 MILLION PEOPLE SAY SOMETHING FOOLISH, IT IS STILL FOOLISH: Social Proof 5 WHY YOU SHOULD FORGET THE PAST: Sunk Cost Fallacy 6 DON’T ACCEPT FREE DRINKS: Reciprocity 7 BEWARE THE ‘SPECIAL CASE’: Confirmation Bias (Part 1) 8 MURDER YOUR DARLINGS: Confirmation Bias (Part 2) 9 DON’T BOW TO AUTHORITY: Authority Bias 10 LEAVE YOUR SUPERMODEL FRIENDS AT HOME: Contrast Effect 11 WHY WE PREFER A WRONG MAP TO NO -
Valuing Thoughts, Ignoring Behavior: the Introspection Illusion As a Source of the Bias Blind Spot ଝ
Journal of Experimental Social Psychology 43 (2007) 565–578 www.elsevier.com/locate/jesp Valuing thoughts, ignoring behavior: The introspection illusion as a source of the bias blind spot ଝ Emily Pronin ¤, Matthew B. Kugler Department of Psychology, Green Hall, Princeton University, Princeton, NJ 08544, USA Received 3 September 2005; revised 16 May 2006 Available online 20 July 2006 Communicated by Fiedler Abstract People see themselves as less susceptible to bias than others. We show that a source of this bias blind spot involves the value that people place, and believe they should place, on introspective information (relative to behavioral information) when assessing bias in themselves versus others. Participants considered introspective information more than behavioral information for assessing bias in themselves, but not others. This divergence did not arise simply from diVerences in introspective access. The blind spot persisted when observers had access to the introspections of the actor whose bias they judged. And, participants claimed that they, but not their peers, should rely on introspections when making self-assessments of bias. Only after being educated about the importance of nonconscious processes in guiding judgment and action—and thereby about the fallibility of introspection—did participants cease denying their relative susceptibility to bias. © 2006 Elsevier Inc. All rights reserved. Keywords: Bias blind spot; Introspection illusion; Self—other; Nonconscious inXuences; Self-perception In a recent news story, a federal judge defended his ability The tendency to see bias in others, while being blind to it to be objective in handling a case involving a long-time friend. in ourselves, has been shown across a range of cognitive In another story, government scientists defended their impar- and motivational biases (for a review, see Pronin, Gilovich, tiality in evaluating drug companies from whom they received & Ross, 2004). -
The Art of Thinking Clearly (577H) Sources.Indd
THE ART OF THINKING CLEARLY A NOTE ON SOURCES Hundreds of studies have been conducted on the vast majority of cognitive and behav- ioural errors. In a scholarly work, the complete reference section would easily double the pages of this book. I have focused on the most important quotes, technical refer- ences, recommendations for further reading and comments. The knowledge encompassed in this book is based on the research carried out in the fields of cognitive and social psychology over the past three decades. SURVIVORSHIP BIAS Survivorship bias in funds and stock market indices, see: Edwin J. Elton, Martin J. Gruber & Christopher R. Blake, ‘Survivorship Bias and Mutual Fund Performance’, The Review of Financial Studies, volume 9, number 4, 1996, 1097–1120. Statistically relevant results by coincidence (self-selection), see: John P. A. Ioan- nidis, ‘Why Most Published Research Findings Are False’, PLoS Med 2(8), 2005, e124. SWIMMER’S BODY ILLUSION Nassim Nicholas Taleb, The Black Swan: The Impact of the Highly Improbable (New York: Random House, 2007), 109–110. ‘Ideally, the comparison should be made between people who went to Harvard and people who were admitted to Harvard but chose instead to go to Podunk State. Unfortunately, this is likely to produce samples too small for statistical analysis.’ Thomas Sowell, Economic Facts and Fallacies (New York: Basic Books, 2008), 106. David Lykken & Auke Tellegen, ‘Happiness Is a Stochastic Phenomenon’, Psycho- logical Science, Vol.7, No. 3, May 1996, 189. In his book Good to Great, Jim Collins cites the CEO of Pitney Bowes, Dave Nassef: ‘I used to be in the Marines, and the Marines get a lot of credit for building people’s values. -
Heuristics and Biases the Psychology of Intuitive Judgment. In
P1: FYX/FYX P2: FYX/UKS QC: FCH/UKS T1: FCH CB419-Gilovich CB419-Gilovich-FM May 30, 2002 12:3 HEURISTICS AND BIASES The Psychology of Intuitive Judgment Edited by THOMAS GILOVICH Cornell University DALE GRIFFIN Stanford University DANIEL KAHNEMAN Princeton University iii P1: FYX/FYX P2: FYX/UKS QC: FCH/UKS T1: FCH CB419-Gilovich CB419-Gilovich-FM May 30, 2002 12:3 published by the press syndicate of the university of cambridge The Pitt Building, Trumpington Street, Cambridge, United Kingdom cambridge university press The Edinburgh Building, Cambridge CB2 2RU, UK 40 West 20th Street, New York, NY 10011-4211, USA 477 Williamstown, Port Melbourne, VIC 3207, Australia Ruiz de Alarcon´ 13, 28014, Madrid, Spain Dock House, The Waterfront, Cape Town 8001, South Africa http://www.cambridge.org C Cambridge University Press 2002 This book is in copyright. Subject to statutory exception and to the provisions of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University Press. First published 2002 Printed in the United States of America Typeface Palatino 9.75/12.5 pt. System LATEX2ε [TB] A catalog record for this book is available from the British Library. Library of Congress Cataloging in Publication data Heuristics and biases : the psychology of intuitive judgment / edited by Thomas Gilovich, Dale Griffin, Daniel Kahneman. p. cm. Includes bibliographical references and index. ISBN 0-521-79260-6 – ISBN 0-521-79679-2 (pbk.) 1. Judgment. 2. Reasoning (Psychology) 3. Critical thinking. I. Gilovich, Thomas. II. Griffin, Dale III. Kahneman, Daniel, 1934– BF447 .H48 2002 153.4 – dc21 2001037860 ISBN 0 521 79260 6 hardback ISBN 0 521 79679 2 paperback iv P1: FYX/FYX P2: FYX/UKS QC: FCH/UKS T1: FCH CB419-Gilovich CB419-Gilovich-FM May 30, 2002 12:3 Contents List of Contributors page xi Preface xv Introduction – Heuristics and Biases: Then and Now 1 Thomas Gilovich and Dale Griffin PART ONE. -
How Should We Think About Americans' Beliefs About Economic Mobility?
Judgment and Decision Making, Vol. 13, No. 3, May 2018, pp. 297–304 How should we think about Americans’ beliefs about economic mobility? Shai Davidai∗ Thomas Gilovich† Abstract Recent evidence suggests that Americans’ beliefs about upward mobility are overly optimistic. Davidai & Gilovich (2015a), Kraus & Tan (2015), and Kraus (2015) all found that people overestimate the likelihood that a person might rise up the economic ladder, and underestimate the likelihood that they might fail to do so. However, using a different methodology, Chambers, Swan and Heesacker (2015) reported that Americans’ beliefs about mobility are much more pessimistic. Swan, Chambers, Heesacker and Nero (2017) provide a much-needed summary of these conflicting findings and question the utility of measuring population-level biases in judgments of inequality and mobility. We value their summary but argue that their conclusion is premature. By focusing on measures that best tap how laypeople naturally think about the distribution of income, we believe that researchers can draw meaningful conclusions about the public’s perceptions of economic mobility. When more ecologically representative measures are used, the consistent finding is that Americans overestimate the extent of upward mobility in the United States. To explain the divergent findings in the literature, we provide evidence that the methods used by Chambers et al. (2015) inadvertently primed participants to think about immobility rather than mobility. Finally, using a novel method to examine beliefs about economic -
Influencing Choice Without Awareness
Consciousness and Cognition 37 (2015) 225–236 Contents lists available at ScienceDirect Consciousness and Cognition journal homepage: www.elsevier.com/locate/concog Influencing choice without awareness ⇑ Jay A. Olson a,c, , Alym A. Amlani b, Amir Raz a,c, Ronald A. Rensink d a Department of Psychiatry, 1033 Pine Avenue West, McGill University, Montreal, QC H3A 1A1, Canada b School of Business, Kwantlen Polytechnic University, Main Building, Room 206, 12666 72 Avenue, Surrey, BC V3W 2M8, Canada c The Lady Davis Institute at the SMDB Jewish General Hospital, Montreal, QC, Canada d Departments of Psychology and Computer Science, University of British Columbia, 2136 West Mall, Vancouver, BC V6T 1Z4, Canada article info abstract Article history: Forcing occurs when a magician influences the audience’s decisions without their aware- Received 18 July 2014 ness. To investigate the mechanisms behind this effect, we examined several stimulus Available online 7 February 2015 and personality predictors. In Study 1, a magician flipped through a deck of playing cards while participants were asked to choose one. Although the magician could influence the Keywords: choice almost every time (98%), relatively few (9%) noticed this influence. In Study 2, par- Forcing ticipants observed rapid series of cards on a computer, with one target card shown longer Magic than the rest. We expected people would tend to choose this card without noticing that it Volition was shown longest. Both stimulus and personality factors predicted the choice of card, Free will Decision making depending on whether the influence was noticed. These results show that combining Sense of agency real-world and laboratory research can be a powerful way to study magic and can provide Persuasion new methods to study the feeling of free will. -
The Comprehensive Assessment of Rational Thinking
EDUCATIONAL PSYCHOLOGIST, 51(1), 23–34, 2016 Copyright Ó Division 15, American Psychological Association ISSN: 0046-1520 print / 1532-6985 online DOI: 10.1080/00461520.2015.1125787 2013 THORNDIKE AWARD ADDRESS The Comprehensive Assessment of Rational Thinking Keith E. Stanovich Department of Applied Psychology and Human Development University of Toronto, Canada The Nobel Prize in Economics was awarded in 2002 for work on judgment and decision- making tasks that are the operational measures of rational thought in cognitive science. Because assessments of intelligence (and similar tests of cognitive ability) are taken to be the quintessence of good thinking, it might be thought that such measures would serve as proxies for the assessment of rational thought. It is important to understand why such an assumption would be misplaced. It is often not recognized that rationality and intelligence (as traditionally defined) are two different things conceptually and empirically. Distinguishing between rationality and intelligence helps explain how people can be, at the same time, intelligent and irrational. Thus, individual differences in the cognitive skills that underlie rational thinking must be studied in their own right because intelligence tests do not explicitly assess rational thinking. In this article, I describe how my research group has worked to develop the first prototype of a comprehensive test of rational thought (the Comprehensive Assessment of Rational Thinking). It was truly a remarkable honor to receive the E. L. Thorn- Cunningham, of the University of California, Berkeley. To dike Career Achievement Award for 2012. The list of previ- commemorate this award, Anne bought me a 1923 ous winners is truly awe inspiring and humbling. -
Mitigating the Attraction Effect with Visualizations Evanthia Dimara, Gilles Bailly, Anastasia Bezerianos, Steven Franconeri
Mitigating the Attraction Effect with Visualizations Evanthia Dimara, Gilles Bailly, Anastasia Bezerianos, Steven Franconeri To cite this version: Evanthia Dimara, Gilles Bailly, Anastasia Bezerianos, Steven Franconeri. Mitigating the Attrac- tion Effect with Visualizations. IEEE Transactions on Visualization and Computer Graphics, Insti- tute of Electrical and Electronics Engineers, 2019, TVCG 2019 (InfoVis 2018), 25 (1), pp.850 - 860. 10.1109/TVCG.2018.2865233. hal-01845004v2 HAL Id: hal-01845004 https://hal.inria.fr/hal-01845004v2 Submitted on 22 Aug 2018 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. Citation information: DOI 10.1109/TVCG.2018.2865233, IEEE Transactions on Visualization and Computer Graphics Mitigating the Attraction Effect with Visualizations Evanthia Dimara, Gilles Bailly, Anastasia Bezerianos, and Steven Franconeri Abstract—Human decisions are prone to biases, and this is no less true for decisions made within data visualizations. Bias mitigation strategies often focus on the person, by educating people about their biases, typically with little success. We focus instead on the system, presenting the first evidence that altering the design of an interactive visualization tool can mitigate a strong bias – the attraction effect. -
Fixing Biases: Principles of Cognitive De-Biasing
Fixing biases: Principles of cognitive de-biasing Pat Croskerry MD, PhD Clinical Reasoning in Medical Education National Science Learning Centre, University of York Workshop, November 26, 2019 Case q A 65 year old female presents to the ED with a complaint of shoulder sprain. She said she was gardening this morning and injured her shoulder pushing her lawn mower. q At triage she has normal vital signs and in no distress. The triage nurse notes her complaint and triages her to the fast track area. q She is seen by an emergency physician who notes her complaint and examines her shoulder. He orders an X-ray. q The shoulder X ray shows narrowing of the joint and signs of osteoarthrtritis q He discharges her with a sling and Rx for Arthrotec q She is brought to the ED 4 hours later following an episode of syncope, sweating, and weakness. She is diagnosed with an inferior MI. Biases q A 65 year old female presents to the ED with a complaint of ‘shoulder sprain’. She said she was gardening this morning and sprained her shoulder pushing her lawn mower (Framing). q At triage she has normal vital signs and in no distress. The triage nurse notes her complaint and triages her to the fast track area (Triage cueing). q She is seen by an emergency physician who notes her complaint and examines her shoulder. He orders an X-ray (Ascertainment bias). q The shoulder X ray shows narrowing of the joint and signs of osteoarthrtritis. He explains to the patient the cause of her pain (Confirmation bias). -
The Effect of Traffic-Light Labels and Time Pressure on Estimating
THE EFFECT OF TRAFFIC-LIGHT LABELS AND TIME PRESSURE ON ESTIMATING KILOCALORIES AND CARBON FOOTPRINT OF FOOD Luca A. Panzonea, Falko F Sniehottab, Rob Comberc, Fred Lemked a School of Natural and Environmental Science, Newcastle University (UK); email: [email protected] b Institute for Health and Society, Newcastle University (UK); email: [email protected] c RISE Research Institute (Sweden); email: [email protected] d Vlerick Business School, Ghent University (Belgium). [email protected] Abstract Food consumption decisions require consumers to evaluate the characteristics of products. However, the literature has given limited attention to how consumers determine the impact of food on health (e.g., kilocalories) and on the environment (e.g., carbon footprint). In this exercise, 1,511 consumers categorised 43 food products as healthy/unhealthy and good/bad for the environment, and estimated their kilocalories and carbon footprint, which were known to the investigator. The task was performed either with no stimuli (a control group), under time pressure only, with traffic-light labels only, or both. Results show that traffic-light labels: 1) operate through improvements in knowledge, rather than facilitating information processing under pressure; 2) improve the ability to rank products by both kilocalories and carbon footprint, rather than the ability to use the metric; 3) reduce the threshold used to categorise products as unhealthy/bad for the environment, whilst raising the threshold used to classify products as good for the environment (but not healthy). Notably, traffic-light increase accuracy by reducing the response compression of the metric scale. The benefits of labels are particularly evident for carbon footprint. -
The Spotlight Effect in Social Judgment: an Egocentric Bias in Estimates of the Salience of One's Own Actions and Appearance
Journal of Personality and Social Psychology Copyright 2000 by the Ainerican Psychological Association, Inc. 2000, Vol. 78, No. 2, 211-222 0022-3514100/$5.00 DOI: 10.1037//0022-3514.78.2.211 The Spotlight Effect in Social Judgment: An Egocentric Bias in Estimates of the Salience of One's Own Actions and Appearance Thomas Gilovich Victoria Husted Medvec Cornell University Northwestern University Kenneth Savitsky Williams College This research provides evidence that people overestimate the extent to which their actions and appearance are noted by others, a phenomenon dubbed the spotlight effect. In Studies 1 and 2, participants who were asked to don a T-shirt depicting either a flattering or potentially embarrassing image overestimated the number of observers who would be able to recall what was pictured on the shirt. In Study 3, participants in a group discussion overestimated how prominent their positive and negative utterances were to their fellow discussants. Studies 4 and 5 provide evidence supporting an anchoring-and-adjustment interpre- tation of the spotlight effect. In particular, people appear to anchor on their own rich phenomenological experience and then adjust--insufficiently--to take into account the perspective of others. The discussion focuses on the manifestations and implications of the spotlight effect across a host of everyday social phenomena. Most of us stand out in our own minds. Whether in the midst of view as extraordinary and memorable go unnoticed or underap- a personal triumph or an embarrassing mishap, we are usually preciated by others. The same is true of the actions we wish to quite focused on what is happening to us, its significance to our disown because they reflect poorly on our ability or character. -
Anchoring Effect" and “Blind Spot” Biases in Federal Sentencing: a Modest Solution for Reforming a Fundamental Flaw Mark W
Journal of Criminal Law and Criminology Volume 104 | Issue 3 Article 1 Fall 2014 Confronting Cognitive “Anchoring Effect" and “Blind Spot” Biases In Federal Sentencing: a Modest Solution For Reforming a Fundamental Flaw Mark W. Bennett Follow this and additional works at: https://scholarlycommons.law.northwestern.edu/jclc Part of the Criminal Law Commons Recommended Citation Mark W. Bennett, Confronting Cognitive “Anchoring Effect" and “Blind Spot” Biases In Federal Sentencing: a Modest Solution For Reforming a Fundamental Flaw, 104 J. Crim. L. & Criminology 489 (2014). https://scholarlycommons.law.northwestern.edu/jclc/vol104/iss3/1 This Criminal Law is brought to you for free and open access by Northwestern University School of Law Scholarly Commons. It has been accepted for inclusion in Journal of Criminal Law and Criminology by an authorized editor of Northwestern University School of Law Scholarly Commons. 0091-4169/14/10403-0489 THE JOURNAL OF CRIMINAL LAW & CRIMINOLOGY Vol. 104, No. 3 Copyright © 2014 by Northwestern University School of Law Printed in U.S.A. CRIMINAL LAW CONFRONTING COGNITIVE “ANCHORING EFFECT” AND “BLIND SPOT” BIASES IN FEDERAL SENTENCING: A MODEST SOLUTION FOR REFORMING A FUNDAMENTAL FLAW MARK W. BENNETT* Cognitive “anchoring effect” bias, especially related to numbers, like sentencing guidelines ranges, is widely recognized in cognitive psychology as an extremely robust and powerful heuristic. It is a cognitive shortcut that has a strong tendency to undermine judgments by “anchoring” a judgment to an earlier disclosed number, the anchor. Numerous studies prove anchoring bias produces systematic errors in judgment in wide-ranging circumstances, including judgments by experts—doctors, lawyers, real estate agents, psychologists, and auditors—as well as a variety of decisions by foreign and American federal and state judges.