A Theory of Regret Regulation 1.0

We propose a theory of regret regulation that distinguishes regret from related emotions, specifies the conditions under which regret is felt, the aspects of the decision that are regretted, and the behavioral implications. The theory incorporates hitherto scattered findings and ideas from psychology, economics, marketing, and related disciplines. By identifying strategies that consumers may employ to regulate anticipated and experienced regret, the theory identifies gaps in our current knowledge and thereby outlines opportunities for future research.

[1]  Joop van der Pligt,et al.  Anticipated regret and time perspective: Changing sexual risk-taking behavior. , 1996 .

[2]  R. Pieters,et al.  Angry customers don't come back, they get back: The experience and behavioral implications of anger and dissatisfaction in services , 2003 .

[3]  Mahesh Gopinath,et al.  The Role of Regulatory Focus in the Experience and Self-Control of Desire for Temptations , 2006 .

[4]  Marcel Zeelenberg,et al.  The use of crying over spilled milk: a note on the rationality and functionality of regret , 1999 .

[5]  C. Guthrie BETTER SETTLE THAN SORRY: THE REGRET AVERSION THEORY OF LITIGATION BEHAVIOR , 1999 .

[6]  T. Heatherton,et al.  Development and validation of a scale for measuring state self-esteem. , 1991 .

[7]  O. Tykocinski,et al.  I Never Had a Chance: Using Hindsight Tactics to Mitigate Disappointments , 2001 .

[8]  V. Mittal,et al.  Regret: A Model of its Antecedents and Consequences in Consumer Decision Making , 2000 .

[9]  J. Dyer,et al.  A Generalized Utility Model of Disappointment and Regret Effects on Post-Choice Valuation , 1997 .

[10]  I. Ritov,et al.  Emotion-based choice , 1999 .

[11]  Marcel Zeelenberg,et al.  Blessed are those who expect nothing: Lowering expectations as a way of avoiding disappointment , 2003 .

[12]  N. Schwarz Feelings as information: Implications for affective influences on information processing. , 2001 .

[13]  Wayne Lee,et al.  THE EFFECTS OF EXPECTED VALUE DIFFERENCE AND EXPECTED REGRET RATIO ON PREFERENCE STRENGTH , 1971 .

[14]  Lawrence J. Sanna,et al.  Judgments over time : the interplay of thoughts, feelings, and behaviors , 2006 .

[15]  N. Roese,et al.  Sex Differences in Regret: All For Love or Some For Lust? , 2006, Personality & social psychology bulletin.

[16]  T. Connolly,et al.  Regret and Responsibility in the Evaluation of Decision Outcomes , 1997, Organizational behavior and human decision processes.

[17]  M. Zeelenberg,et al.  Investigating the Appraisal Patterns of Regret and Disappointment , 2002 .

[18]  I. Ritov,et al.  Probability of Regret: Anticipation of Uncertainty Resolution in Choice , 1996 .

[19]  Steven Levy,et al.  Hackers: Heroes of the Computer Revolution , 1984 .

[20]  H. Kelley,et al.  The social psychology of groups , 1960 .

[21]  Marcel Zeelenberg,et al.  Looking backward with an eye on the future : Propositions toward a theory of regret regulation , 2006 .

[22]  William T. Ross,et al.  The Development and Use of a Regret Experience Measure to Examine the Effects of Outcome Feedback on Regret and Subsequent Choice , 1999 .

[23]  E. Farnsworth Changing Your Mind: The Law of Regretted Decisions , 1998 .

[24]  Ira J. Roseman,et al.  Phenomenology, Behaviors, and Goals Differentiate Discrete Emotions , 1994 .

[25]  Mary H. Acker Tempered Regrets Under Total Ignorance , 1997 .

[26]  R. Pieters,et al.  Emotion, motivation and decision making : A feeling is for doing approach , 2007 .

[27]  REGRETS AND PRIORITIES AT THREE STAGES OF LIFE , 1989 .

[28]  J. Koehler,et al.  A normality bias in legal decision making. , 2003, Cornell law review.

[29]  M. Scheier,et al.  Regret and quality of life across the adult life span: the influence of disengagement and available future goals. , 2005, Psychology and aging.

[30]  J. Baron,et al.  Psychological determinants of decision attitude , 1994 .

[31]  J. Tangney,et al.  Shame and Guilt , 2002 .

[32]  E. Skinner,et al.  Searching for the structure of coping: a review and critique of category systems for classifying ways of coping. , 2003, Psychological bulletin.

[33]  G. Keren,et al.  On the Assessment of Decision Quality: Considerations Regarding Utility, Conflict and Accountability , 2003 .

[34]  J. Jeffrey Inman,et al.  Regret Regulation: Disentangling Self-Reproach From Learning , 2007 .

[35]  B. Schwartz,et al.  Maximizing Versus Satisficing : Happiness Is a Matter of Choice , 2002 .

[36]  Marcel Zeelenberg,et al.  Consequences of regret aversion in real life : The case of the Dutch postcode lottery , 2004 .

[37]  R. Sugden Regret, recrimination and rationality , 1985 .

[38]  David E. Bell,et al.  Regret in Decision Making under Uncertainty , 1982, Oper. Res..

[39]  Regret appraisals, age, and subjective well-being☆ , 2003 .

[40]  S. Brechin,et al.  Male and Female Sterilisation , 1995 .

[41]  S. Folkman,et al.  An analysis of coping in a middle-aged community sample. , 1980, Journal of health and social behavior.

[42]  D. Marschall,et al.  Are Shame , Guilt , and Embarrassment Distinct Emotions ? , 2001 .

[43]  T. Gilovich,et al.  The experience of regret: what, when, and why. , 1995, Psychological review.

[44]  Zeelenberg,et al.  Emotional Reactions to the Outcomes of Decisions: The Role of Counterfactual Thought in the Experience of Regret and Disappointment. , 1998, Organizational behavior and human decision processes.

[45]  L. Macchi,et al.  Thinking : psychological perspectives on reasoning, judgment and decision making , 2005 .

[46]  G. Pennington,et al.  Regulatory Focus and Temporal Perspective , 2001 .

[47]  N. Roese,et al.  Counterfactual thinking and regulatory focus: implications for action versus inaction and sufficiency versus necessity. , 1999, Journal of personality and social psychology.

[48]  Keith E. Niedermeier,et al.  What if I find it cheaper someplace else?: Role of prefactual thinking and anticipated regret in consumer behavior , 2000 .

[49]  M. Zeelenberg Anticipated regret, expected feedback and behavioral decision-making , 1999 .

[50]  Terry Connolly,et al.  Regret in cancer-related decisions. , 2005, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[51]  E. Greenleaf,et al.  Reserves, Regret, and Rejoicing in Open English Auctions , 2004 .

[52]  J. Gross The Emerging Field of Emotion Regulation: An Integrative Review , 1998 .

[53]  D. Hilton,et al.  The Psychology of Counterfactual Thinking , 2005 .

[54]  M. Zeelenberg,et al.  Regret in Decision Making , 2002 .

[55]  George Loewenstein,et al.  Wearing out your shoes to prevent someone else from stepping into them : Anticipated regret and social takeover in sequential decisions , 2005 .

[56]  David R. Mandel Counterfactuals, emotions, and context , 2003, Cognition & emotion.

[57]  M. Statman,et al.  The disposition to sell winners too early and ride losers too long , 1985 .

[58]  O. Tykocinski,et al.  Coping with disappointing outcomes: Retroactive pessimism and motivated inhibition of counterfactuals , 2005 .

[59]  J. Baron,et al.  Outcome Knowledge, Regret, and Omission Bias , 1995 .

[60]  Abigail J. Stewart,et al.  Missed opportunities: Psychological ramifications of counterfactual thought in midlife women , 1995 .

[61]  D. Maheswaran,et al.  When More May Be Less: The Effects of Regulatory Focus on Responses to Different Comparative Frames , 2006 .

[62]  Zeelenberg,et al.  Regret and Responsibility Resolved? Evaluating Ordóñez and Connolly's (2000) Conclusions. , 2000, Organizational Behavior and Human Decision Processes.

[63]  B Djulbegovic,et al.  Acceptable regret in medical decision making. , 1999, Medical hypotheses.

[64]  Robert Sugden,et al.  Testing for juxtaposition and event-splitting effects , 1993 .

[65]  A. Manstead,et al.  Undoing Regret on Dutch Television: Apologizing for Interpersonal Regrets Involving Actions or Inactions , 1998 .

[66]  D. Kahneman Varieties of counterfactual thinking. , 1995 .

[67]  N. Roese Counterfactual thinking. , 1997, Psychological bulletin.

[68]  R. Larsen Toward a Science of Mood Regulation , 2000 .

[69]  M. Zeelenberg,et al.  Consequences of Regret Aversion: Effects of Expected Feedback on Risky Decision Making , 1996 .

[70]  K. L. Marsh,et al.  Gaining Control through Counterfactual Thinking , 1999 .

[71]  J. O'Doherty,et al.  Regret and its avoidance: a neuroimaging study of choice behavior , 2005, Nature Neuroscience.

[72]  T. Gilovich,et al.  Failing to Act: Regrets of Terman's Geniuses , 1995, International journal of aging & human development.

[73]  Rebecca K. Ratner,et al.  When good decisions have bad outcomes: The impact of affect on switching behavior , 2005 .

[74]  N. Roese,et al.  Regret and Behavior: Comment on Zeelenberg and Pieters. , 2007, Journal of consumer psychology : the official journal of the Society for Consumer Psychology.

[75]  J. Landman,et al.  Regret: The Persistence of the Possible , 1993 .

[76]  N. Roese,et al.  Long Ago It Was Meant to Be: The Interplay Between Time, Construal, and Fate Beliefs , 2006, Personality & social psychology bulletin.

[77]  Sally Maitlis,et al.  Toxic Decision Processes: A Study of Emotion and Organizational Decision Making , 2004, Organ. Sci..

[78]  Ruth M. J. Byrne,et al.  Semifactual “even if” thinking , 2002 .

[79]  Marcel Zeelenberg,et al.  On the psychology of ‘if only’: Regret and the comparison between factual and counterfactual outcomes , 2005 .

[80]  Nico H. Frijda,et al.  Emotions and Action , 2004 .

[81]  Neal J. Roese,et al.  Counterfactual thinking and marketing: Introduction to the special issue , 2000 .

[82]  Rob B. Briner,et al.  Changing Moods: The Psychology of Mood and Mood Regulation , 1996 .

[83]  N. Roese,et al.  The mechanics of imagination: Automaticity and control in counterfactual thinking , 2005 .

[84]  J. Lerner,et al.  inuences on judgement and choice , 2000 .

[85]  Thomas Gilovich,et al.  Commission, Omission, and Dissonance Reduction: Coping with Regret in the "Monty Hall" Problem , 1995 .

[86]  Marcel Zeelenberg,et al.  Not Having What You Want versus Having What You Do Not Want: The Impact of Type of Negative Outcome on the Experience of Disappointment and Related Emotions , 1999 .

[87]  A. Sirigu,et al.  The Involvement of the Orbitofrontal Cortex in the Experience of Regret , 2004, Science.

[88]  Leigh McAlister,et al.  Do coupon expiration dates affect consumer behavior , 1994 .

[89]  J. Brehm A theory of psychological reactance. , 1981 .

[90]  M. Zeelenberg,et al.  Consequences of regret aversion: 2. Additional evidence for effects of feedback on decision making , 1997 .

[91]  P. Niedenthal,et al.  "If only I weren't" versus "if only I hadn't": distinguishing shame and guilt in counterfactual thinking. , 1994, Journal of personality and social psychology.

[92]  I. Simonson,et al.  THE INFLUENCE OF ANTICIPATING REGRET AND RESPONSIBILITY ON PURCHASE DECISIONS , 1992 .

[93]  Marcel Zeelenberg,et al.  The experience of regret and disappointment. , 1998 .

[94]  H. Simon,et al.  Theories of Decision-Making in Economics and Behavioural Science , 1966 .

[95]  D. Gilbert,et al.  Decisions and revisions: the affective forecasting of changeable outcomes. , 2002, Journal of personality and social psychology.

[96]  O. Tykocinski,et al.  Retroactive pessimism: a different kind of hindsight bias , 2002 .

[97]  Marcel Zeelenberg,et al.  On bad decisions and deciding badly: When intention-behavior inconsistency is regrettable , 2005 .

[98]  S. Folkman,et al.  Stress, appraisal, and coping , 1974 .

[99]  N. Roese,et al.  Counterfactual Thinking: The Intersection of Affect and Function , 1997 .

[100]  N. Roese,et al.  Counterfactual thinking and decision making , 1999, Psychonomic bulletin & review.

[101]  G. Chapman,et al.  Emotions and preventive health behavior: worry, regret, and influenza vaccination. , 2006, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[102]  N. Roese,et al.  What Might Have Been: The Social Psychology of Counterfactual Thinking , 1995 .

[103]  B. Buunk,et al.  Individual differences in social comparison: development of a scale of social comparison orientation. , 1999, Journal of personality and social psychology.

[104]  Marcel Zeelenberg,et al.  Option Attachment: When Deliberating Makes Choosing Feel Like Losing. , 2003 .

[105]  Dale T. Miller,et al.  Norm theory: Comparing reality to its alternatives , 1986 .

[106]  M. Zeelenberg,et al.  Regret in Repeat Purchase versus Switching Decisions: The Attenuating Role of Decision Justifiability , 2002 .

[107]  T. Connolly,et al.  Regret and Responsibility: A Reply to Zeelenberg et al. (1998). , 2000, Organizational behavior and human decision processes.

[108]  M. Zeelenberg,et al.  On the comparative nature of regret , 2005 .

[109]  T. Gilovich,et al.  Remembering and Regretting: The Zeigarnik Effect and the Cognitive Availability of Regrettable Actions and Inactions , 1997 .

[110]  Andrew P. Sage,et al.  Decision and information structures in regret models of judgment and choice , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[111]  J. Heckhausen,et al.  Perceived control of life regrets: good for young and bad for old adults. , 2002, Psychology and aging.

[112]  Marcel Zeelenberg,et al.  Comparing Service Delivery to What Might Have Been , 1999 .

[113]  A. Tversky,et al.  The Psychology of Preferences , 1982 .

[114]  R. Sugden,et al.  Regret Theory: An alternative theory of rational choice under uncertainty Review of Economic Studies , 1982 .

[115]  Steven J. Humphrey Feedback-conditional regret theory and testing regret-aversion in risky choice , 2004 .

[116]  H. Leventhal,et al.  Findings and Theory in the Study of Fear Communications , 1970 .

[117]  Deb Feldman-Stewart,et al.  Validation of a Decision Regret Scale , 2003, Medical decision making : an international journal of the Society for Medical Decision Making.

[118]  Punam Anand Keller,et al.  Regulatory Focus and Efficacy of Health Messages , 2006 .

[119]  R. Pieters,et al.  Beyond valence in customer dissatisfaction: A review and new findings on behavioral responses to regret and disappointment in failed services , 2004 .

[120]  K. Taylor,et al.  A Regret Theory Approach to Assessing Consumer Satisfaction , 1997 .

[121]  Richard S. Lazarus,et al.  The role of coping in the emotions and how coping changes over the life course. , 1996 .

[122]  Susan B. Shimanoff Commonly Named Emotions in Everyday Conversations , 1984 .

[123]  S. Schulz-Hardt,et al.  "It's not my fault--but only I can change it": counterfactual and prefactual thoughts of managers. , 2004, The Journal of applied psychology.

[124]  R. Pieters,et al.  The inaction effect in the psychology of regret. , 2002, Journal of personality and social psychology.

[125]  Michel Tuan Pham,et al.  All Negative Moods Are Not Equal: Motivational Influences of Anxiety and Sadness on Decision Making. , 1999, Organizational behavior and human decision processes.

[126]  Jonathan W. Leland Similarity Judgments in Choice Under Uncertainty: a Reinterpretation of the Predictions of Regret Theory , 1998 .

[127]  N. Frijda The laws of emotion. , 1988, The American psychologist.

[128]  Marcel Zeelenberg,et al.  Feeling Is for Doing: A Pragmatic Approach to the Study of Emotions in Economic Behavior , 2006 .

[129]  Richard P. Larrick,et al.  Avoiding Regret in Decisions with Feedback: A Negotiation Example , 1995 .

[130]  I. L. Humberstone You'll regret it , 1980 .

[131]  Marcel Zeelenberg,et al.  Social animals and economic beings : On unifying social psychology and economics , 2006 .

[132]  T. Gilovich,et al.  The temporal pattern to the experience of regret. , 1994, Journal of personality and social psychology.

[133]  John Sabini,et al.  TARGET ARTICLE: Why Emotion Names and Experiences Don't Neatly Pair , 2005 .

[134]  Mara Mather,et al.  Remembering chosen and assigned options , 2003, Memory & cognition.

[135]  Steven K. Jones,et al.  Choices and opportunities: another effect of framing on decisions , 1998 .

[136]  Vikas Mittal,et al.  Decision Difficulty: Effects of Procedural and Outcome Accountability , 2005 .

[137]  Thomas Gilovich,et al.  Varieties of regret: A debate and partial resolution. , 1998 .

[138]  Zeelenberg,et al.  Reconsidering the Relation between Regret and Responsibility. , 1998, Organizational behavior and human decision processes.

[139]  Robert Guttentag,et al.  Reality compared with its alternatives: age differences in judgments of regret and relief. , 2004, Developmental psychology.

[140]  Howard Raiffa,et al.  Games And Decisions , 1958 .

[141]  N. Roese The Functional Basis of Counterfactual Thinking , 1994 .

[142]  D. Ariely,et al.  Focusing on the Forgone: How Value Can Appear So Different to Buyers and Sellers , 2000 .

[143]  Agneta H. Fischer,et al.  Feelings and Emotions: The Amsterdam Symposium , 2004 .

[144]  R. Wang,et al.  Regrets Of Action And Inaction Across Cultures , 2003 .

[145]  L. Beach,et al.  Testing the Compatibility Test: How Instructions, Accountability, and Anticipated Regret Affect Prechoice Screening of Options. , 1999, Organizational behavior and human decision processes.

[146]  L. Festinger Conflict, Decision, and Dissonance , 1964 .

[147]  Katherine N. Lemon,et al.  Dynamic Customer Relationship Management: Incorporating Future Considerations into the Service Retention Decision , 2002 .

[148]  Richard P. Larrick,et al.  Motivational factors in decision theories : the role of self-protection , 1993 .

[149]  N. Roese,et al.  What We Regret Most... and Why , 2005, Personality & social psychology bulletin.

[150]  K. Curtis,et al.  Regret following female sterilization at a young age: a systematic review. , 2006, Contraception.

[151]  Marcel Zeelenberg,et al.  A Theory of Regret Regulation 1.1 , 2007 .

[152]  Leonard J. Savage,et al.  The Theory of Statistical Decision , 1951 .

[153]  D. Armor,et al.  The influence of anticipated counterfactual regret on behavior. , 2000 .

[154]  P. Thagard,et al.  Emotion and action , 2002 .

[155]  J. Shepperd,et al.  Bracing for loss. , 2000, Journal of personality and social psychology.

[156]  K. Markman,et al.  The Mental Simulation of Better and Worse Possible Worlds , 1993 .

[157]  Alan Schwartz,et al.  Avoiding Future Regret in Purchase-Timing Decisions , 2001 .

[158]  Angela Y. Lee,et al.  Bringing the frame into focus: the influence of regulatory fit on processing fluency and persuasion. , 2004, Journal of personality and social psychology.

[159]  E. Higgins Promotion and Prevention: Regulatory Focus as A Motivational Principle , 1998 .

[160]  Marcel Zeelenberg,et al.  Multiple reference points in investor regret , 2006 .

[161]  Paul Karoly,et al.  Life regrets and current goals as predictors of psychological adjustment , 1994 .

[162]  Marcel Zeelenberg,et al.  What do we talk about when we talk about disappointment? Distinguishing outcome-related disappointment from person-related disappointment , 2002 .

[163]  Rik Pieters A control view on the behaviour of consumers : Turning the triangle , 1993 .

[164]  David W. Harless Actions versus Prospects: The Effect of Problem Representation on Regret , 1992 .