Discrete emotions predict changes in cognition, judgment, experience, behavior, and physiology: a meta-analysis of experimental emotion elicitations.

Our purpose in the present meta-analysis was to examine the extent to which discrete emotions elicit changes in cognition, judgment, experience, behavior, and physiology; whether these changes are correlated as would be expected if emotions organize responses across these systems; and which factors moderate the magnitude of these effects. Studies (687; 4,946 effects, 49,473 participants) were included that elicited the discrete emotions of happiness, sadness, anger, and anxiety as independent variables with adults. Consistent with discrete emotion theory, there were (a) moderate differences among discrete emotions; (b) differences among discrete negative emotions; and (c) correlated changes in behavior, experience, and physiology (cognition and judgment were mostly not correlated with other changes). Valence, valence-arousal, and approach-avoidance models of emotion were not as clearly supported. There was evidence that these factors are likely important components of emotion but that they could not fully account for the pattern of results. Most emotion elicitations were effective, although the efficacy varied with the emotions being compared. Picture presentations were overall the most effective elicitor of discrete emotions. Stronger effects of emotion elicitations were associated with happiness versus negative emotions, self-reported experience, a greater proportion of women (for elicitations of happiness and sadness), omission of a cover story, and participants alone versus in groups. Conclusions are limited by the inclusion of only some discrete emotions, exclusion of studies that did not elicit discrete emotions, few available effect sizes for some contrasts and moderators, and the methodological rigor of included studies.

[1]  Y J.A.GRA,et al.  The Psychophysiological Nature of Introversión-Extraversión : A Modification of Eysenck ' s Theory , 2013 .

[2]  L. Edwards,et al.  Fixed and random effects models , 2012 .

[3]  J. Henrich,et al.  The weirdest people in the world? , 2010, Behavioral and Brain Sciences.

[4]  Laura Smart Richman,et al.  Perceived discrimination and health: a meta-analytic review. , 2009, Psychological bulletin.

[5]  W. K. Simmons,et al.  Circular analysis in systems neuroscience: the dangers of double dipping , 2009, Nature Neuroscience.

[6]  H. Pashler,et al.  Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition 1 , 2009, Perspectives on psychological science : a journal of the Association for Psychological Science.

[7]  L. Hedges,et al.  Introduction to Meta‐Analysis , 2009, International Coaching Psychology Review.

[8]  L. Hedges,et al.  Random-effects model , 2003 .

[9]  W. Mendes Assessing autonomic nervous system activity. , 2009 .

[10]  Jennifer S. Beer,et al.  Methods in social neuroscience , 2009 .

[11]  Luiz Pessoa,et al.  Mood-congruent perceptions of success depend on self-other framing , 2006 .

[12]  K. Scherer,et al.  Music evoked emotions are different–more often aesthetic than utilitarian , 2008 .

[13]  L. Carstensen,et al.  Unpleasant situations elicit different emotional responses in younger and older adults. , 2008, Psychology and aging.

[14]  Xiao-Hua Zhou,et al.  Statistical Methods for Meta‐Analysis , 2008 .

[15]  J. Tsai,et al.  Gender differences in emotional response among European Americans and Hmong Americans , 2007 .

[16]  Cindy K. Chung,et al.  Expressive Writing, Emotional Upheavals, and Health. , 2007 .

[17]  M. Bradley,et al.  The International Affective Picture System (IAPS) in the study of emotion and attention. , 2007 .

[18]  E. Harmon-Jones,et al.  Social psychological methods in emotion elicitation , 2007 .

[19]  John J. B. Allen,et al.  The handbook of emotion elicitation and assessment , 2007 .

[20]  Howard S. Friedman,et al.  Foundations of health psychology , 2007 .

[21]  Thomas G. Plante,et al.  Mental Disorders of the New Millennium , 2006 .

[22]  R. Levenson,et al.  Cultural and temperamental variation in emotional response. , 2006, Emotion.

[23]  Harris Cooper,et al.  Does Homework Improve Academic Achievement? A Synthesis of Research, 1987–2003 , 2006 .

[24]  P. Silvia Emotional Responses to Art: From Collation and Arousal to Cognition and Emotion , 2005 .

[25]  L. Levine,et al.  Effects of fear on risk and control judgements and memory: Implications for health promotion messages , 2005 .

[26]  Sam J. Maglio,et al.  Emotional category data on images from the international affective picture system , 2005, Behavior research methods.

[27]  J. Gross,et al.  The tie that binds? Coherence among emotion experience, behavior, and physiology. , 2005, Emotion.

[28]  C. Izard,et al.  Developmental changes in facial expressions of emotions in the strange situation during the second year of life. , 2004, Emotion.

[29]  S. Dickerson,et al.  Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research. , 2004, Psychological bulletin.

[30]  G. Bonanno,et al.  Brief Report The coherence of emotion systems: Comparing “on‐line” measures of appraisal and facial expressions, and self‐report , 2004 .

[31]  C. Carver,et al.  Negative affects deriving from the behavioral approach system. , 2004, Emotion.

[32]  E. Harmon-Jones Anger and the behavioral approach system , 2003 .

[33]  D. Kahneman A perspective on judgment and choice: mapping bounded rationality. , 2003, The American psychologist.

[34]  L. Carstensen,et al.  Socioemotional Selectivity Theory and the Regulation of Emotion in the Second Half of Life , 2003 .

[35]  T. Millon,et al.  Personality and social psychology , 2003 .

[36]  Tom A. B. Snijders,et al.  Random‐Effects Model , 2003, Introduction to Meta‐Analysis.

[37]  J. Russell Core affect and the psychological construction of emotion. , 2003, Psychological review.

[38]  Michael D. Robinson,et al.  Belief and feeling: evidence for an accessibility model of emotional self-report. , 2002, Psychological bulletin.

[39]  C. Patrick,et al.  Affective imagery and the startle response: probing mechanisms of modulation during pleasant scenes, personal experiences, and discrete negative emotions. , 2002, Psychophysiology.

[40]  S. Thompson,et al.  How should meta‐regression analyses be undertaken and interpreted? , 2002, Statistics in medicine.

[41]  Leslie E. Carter,et al.  Effects of emotion on pain reports, tolerance and physiology. , 2002, Pain research & management.

[42]  E. Diener,et al.  Norms for experiencing emotions in different cultures: inter- and intranational differences. , 2001, Journal of personality and social psychology.

[43]  J. Sterne,et al.  Funnel plots for detecting bias in meta-analysis: guidelines on choice of axis. , 2001, Journal of clinical epidemiology.

[44]  J. Haidt The emotional dog and its rational tail: a social intuitionist approach to moral judgment. , 2001, Psychological review.

[45]  D. Västfjäll Emotion induction through music: A review of the musical mood induction procedure , 2001 .

[46]  M. Bradley,et al.  Emotion and motivation II: sex differences in picture processing. , 2001, Emotion.

[47]  J. Lerner,et al.  Fear, anger, and risk. , 2001, Journal of personality and social psychology.

[48]  E. Harmon-Jones,et al.  State anger and prefrontal brain activity: evidence that insult-related relative left-prefrontal activation is associated with experienced anger and aggression. , 2001, Journal of personality and social psychology.

[49]  B. Fredrickson The role of positive emotions in positive psychology. The broaden-and-build theory of positive emotions. , 2001, The American psychologist.

[50]  T. Scherer,et al.  Constraints for emotion specificity in fear and anger: the context counts. , 2001, Psychophysiology.

[51]  J. Forgas Handbook of Affect and Social Cognition , 2001 .

[52]  W. Shadish,et al.  Experimental and Quasi-Experimental Designs for Generalized Causal Inference , 2001 .

[53]  Kristen N. Moreno,et al.  Affective Influences on Stereotyping and Intergroup Relations , 2000 .

[54]  J. Lerner,et al.  Beyond valence: Toward a model of emotion-specific influences on judgement and choice , 2000 .

[55]  R. Tweedie,et al.  A Nonparametric “Trim and Fill” Method of Accounting for Publication Bias in Meta-Analysis , 2000 .

[56]  M. Bradley,et al.  Affective reactions to acoustic stimuli. , 2000, Psychophysiology.

[57]  Gordon H. Bower,et al.  Affect, memory, and social cognition. , 2000 .

[58]  Robert Plutchik,et al.  Emotions in the practice of psychotherapy: Clinical implications of affect theories. , 2000 .

[59]  Karin H. Bruckner,et al.  Women's Anger: Clinical and Developmental Perspectives , 1999 .

[60]  P. Rozin The Process of Moralization , 1999 .

[61]  C. Izard,et al.  Children's Emotional Memories: An Analysis in Terms of Differential Emotions Theory , 1999 .

[62]  J. Russell,et al.  Science Current Directions in Psychological the Structure of Current Affect : Controversies and Emerging Consensus on Behalf Of: Association for Psychological Science , 2022 .

[63]  Jeffrey D. Green,et al.  Affect and Self-Focused Attention Revisited: The Role of Affect Orientation , 1999 .

[64]  L. F. Barrett Discrete Emotions or Dimensions? The Role of Valence Focus and Arousal Focus , 1998 .

[65]  J. Russell,et al.  Independence and bipolarity in the structure of current affect. , 1998 .

[66]  C. Bond Personal Relevance is an Important Dimension for Visceral Reactivity in Emotional Imagery , 1998 .

[67]  A. Kring,et al.  Sex differences in emotion: expression, experience, and physiology. , 1998, Journal of personality and social psychology.

[68]  Jack L. Vevea,et al.  Fixed- and random-effects models in meta-analysis. , 1998 .

[69]  J. Gross Antecedent- and response-focused emotion regulation: divergent consequences for experience, expression, and physiology. , 1998, Journal of personality and social psychology.

[70]  D. Cohen,et al.  Attention to anger-relevant and irrelevant stimuli following naturalistic insult , 1997 .

[71]  Paula M. Niedenthal,et al.  Being happy and seeing "happy": Emotional state mediates visual word recognition. , 1997 .

[72]  A. Damasio,et al.  Deciding Advantageously Before Knowing the Advantageous Strategy , 1997, Science.

[73]  F. Hesse,et al.  Relative effectiveness and validity of mood induction procedures : a meta-analysis , 1996 .

[74]  G. Loewenstein Out of control: Visceral influences on behavior , 1996 .

[75]  L. Hedges,et al.  The Handbook of Research Synthesis , 1995 .

[76]  Robert Rosenthal,et al.  WRITING META-ANALYTIC REVIEWS , 1995 .

[77]  L. Levine,et al.  Young children's understanding of the causes of anger and sadness. , 1995, Child development.

[78]  P. Lang The emotion probe. Studies of motivation and attention. , 1995, The American psychologist.

[79]  J. Gross,et al.  Emotion elicitation using films , 1995 .

[80]  R. Hanka The Handbook of Research Synthesis , 1994 .

[81]  S. Epstein Integration of the cognitive and the psychodynamic unconscious. , 1994, The American psychologist.

[82]  I Olkin,et al.  Re: "A critical look at some popular meta-analytic methods". , 1994, American journal of epidemiology.

[83]  F. Hesse,et al.  Experimental inductions of emotional states and their effectiveness: A review , 1994 .

[84]  Stephen W. Raudenbush,et al.  Random effects models. , 1994 .

[85]  Larry V. Hedges,et al.  Cooper, Harris, and Larry V. Hedges, eds., The Handbook of Research Synthesis. New York: Russell Sage Foundation, 1994. , 1994 .

[86]  G. Bodenhausen,et al.  Negative affect and social judgment: The differential impact of anger and sadness , 1994 .

[87]  G. Clore,et al.  Affective causes and consequences of social information processing. , 1994 .

[88]  W. Spaulding Integrative views of motivation, cognition, and emotion , 1994 .

[89]  J. Bargh,et al.  Environmental control of goal-directed action: automatic and strategic contingencies between situations and behavior. , 1994, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[90]  Michele Grossman,et al.  Sex differences in intensity of emotional experience: a social role interpretation. , 1993, Journal of personality and social psychology.

[91]  L. F. Barrett,et al.  Handbook of Emotions , 1993 .

[92]  P. Philippot Inducing and assessing differentiated emotion-feeling states in the laboratory. , 1993, Cognition & emotion.

[93]  A. Isen,et al.  Positive affect and decision making. , 1993 .

[94]  T. K. Srull,et al.  Handbook of Social Cognition , 1993 .

[95]  P. Ekman Are there basic emotions? , 1992, Psychological review.

[96]  R. Larsen,et al.  Promises and problems with the circumplex model of emotion. , 1992 .

[97]  Jeffrey B. Henriques,et al.  Left frontal hypoactivation in depression. , 1991, Journal of abnormal psychology.

[98]  J. Russell Culture and the categorization of emotions. , 1991, Psychological bulletin.

[99]  John E. Hunter,et al.  Methods of Meta-Analysis: Correcting Error and Bias in Research Findings , 1991 .

[100]  R. Larsen,et al.  Personality and susceptibility to positive and negative emotional states. , 1991, Journal of personality and social psychology.

[101]  R. Larsen,et al.  Meta-Analysis of Experimental Manipulations: Some Factors Affecting the Velten Mood Induction Procedure , 1991 .

[102]  John D. Mayer,et al.  Toward better specification of the mood-congruency effect in recall , 1990 .

[103]  K. Walters The law of apparent reality and aesthetic emotions. , 1989 .

[104]  Pamela Kenealy,et al.  Validation of a music mood induction procedure: Some preliminary findings , 1988 .

[105]  F. Albersnagel,et al.  Velten and musical mood induction procedures: a comparison with accessibility of thought associations. , 1988, Behaviour research and therapy.

[106]  N. Frijda Emotion, cognitive structure and action tendency , 1987 .

[107]  Elizabeth A. Hembree,et al.  Infants' emotion expressions to acute pain: Developmental change and stability of individual differences. , 1987 .

[108]  D. O. Sears College sophomores in the laboratory: Influences of a narrow data base on social psychology's view of human nature. , 1986 .

[109]  Pamela Kenealy,et al.  The velten mood induction procedure: A methodological review , 1986 .

[110]  C. Izard,et al.  Patterns of emotion expression during separation in the strange-situation procedure. , 1986 .

[111]  D. Watson,et al.  Toward a consensual structure of mood. , 1985, Psychological bulletin.

[112]  J. Laird The real role of facial response in the experience of emotion: A reply to Tourangeau and Ellsworth, and others. , 1984 .

[113]  R. Rosenthal Meta-analytic procedures for social research , 1984 .

[114]  J. C. Masters,et al.  Children's use of expressive and contextual cues in judgments of emotion. , 1983 .

[115]  David M. Clark,et al.  On the induction of depressed mood in the laboratory: Evaluation and comparison of the velten and musical procedures , 1983 .

[116]  J. Polivy,et al.  On the induction of emotion in the laboratory: discrete moods or multiple affect states? , 1981, Journal of personality and social psychology.

[117]  J. Russell A circumplex model of affect. , 1980 .

[118]  J. Polivy,et al.  Laboratory induction of mood states through the reading of self-referent mood statements: affective changes or demand characteristics? , 1980, Journal of abnormal psychology.

[119]  Sandy Lovie How the mind works , 1980, Nature.

[120]  R. A. Green,et al.  Expression of feeling and cognitive reinterpretation in the reduction of hostile aggression. , 1975, Journal of consulting and clinical psychology.

[121]  J. Laird,et al.  Individual differences in self-attribution of emotion. , 1974 .

[122]  C. B. Colby The weirdest people in the world , 1973 .

[123]  J. Gray Chapter 12 – The Psychophysiological Nature of Introversion—Extraversion: A Modification of Eysenck's Theory , 1972 .

[124]  C. Izard The face of emotion , 1971 .

[125]  J. Gray,et al.  The psychophysiological basis of introversion-extraversion. , 1970, Behaviour research and therapy.

[126]  R. Lazarus,et al.  Defensive style and discrepancy between self-report and physiological indexes of stress. , 1968, Journal of personality and social psychology.

[127]  E. Velten A laboratory task for induction of mood states. , 1968, Behaviour research and therapy.

[128]  S. Tomkins,et al.  What and Where are the Primary Affects? Some Evidence for a Theory , 1964, Perceptual and motor skills.