Journal of Nonverbal Behavior

, 33:213

Cross-Cultural Judgments of Spontaneous Facial Expressions of Emotion

  • David Matsumoto
  • Andres Olide
  • Joanna Schug
  • Bob Willingham
  • Mike Callan
Original Paper


We report data concerning cross-cultural judgments of emotion in spontaneously produced facial expressions. Americans, Japanese, British, and International Students in the US reliably attributed emotions to the expressions of Olympic judo athletes at the end of a match for a medal, and at two times during the subsequent medal ceremonies. There were some observer culture differences in absolute attribution agreement rates, but high cross-cultural agreement in differences in attribution rates across expressions (relative agreement rates). Moreover, we operationalized signal clarity and demonstrated that it was associated with agreement rates similarly in all cultures. Finally, we obtained judgments of won-lost match outcomes and medal finish, and demonstrated that the emotion judgments were associated with accuracy in judgments of outcomes. These findings demonstrated that members of different cultures reliably judge spontaneously expressed emotions, and that across observer cultures, lower absolute agreement rates are related to noise produced by non-emotional facial behaviors. Also, the findings suggested that observers of different cultures utilize the same facial cues when judging emotions, and that the signal value of facial expressions is similar across cultures.


Emotion Facial expressions Culture Signal clarity Attributions Judgment accuracy 


  1. Bavelas, J. B., & Chovil, N. (2000). Visible acts of meaning: An integrated message model of language in face-to-face dialogue. Journal of Language and Social Psychology, 19(2), 163–194.CrossRefGoogle Scholar
  2. Bavelas, J. B., & Chovil, N. (2006). Nonverbal and verbal communication: Hand gestures and facial displays as part of language use in face-to-face dialogue. In V. Manusov & M. Patterson (Eds.), Handbook of nonverbal communication (pp. 97–115). Thousand Oaks, CA: Sage.Google Scholar
  3. Biehl, M., Matsumoto, D., Ekman, P., Hearn, V., Heider, K., Kudoh, T., et al. (1997). Matsumoto and Ekman’s Japanese and Caucasian Facial Expressions of Emotion (JACFEE): Reliability data and cross-national differences. Journal of Nonverbal Behavior, 21, 3–21.CrossRefGoogle Scholar
  4. Camras, L. A., Chen, Y., Bakeman, R., Norris, K., & Cain, T. R. (2006). Culture, ethnicity, and children’s facial expressions: A study of European American, mainland Chinese, Chinese American, and adopted Chinese girls. Emotion, 6(1), 103–114.CrossRefPubMedGoogle Scholar
  5. Darwin, C. (1872/1998). The expression of emotion in man and animals. New York: Oxford University Press.Google Scholar
  6. Ekman, P. (1979). Facial signs: Facts, fantasies, and possibilities. In T. Sebeok (Ed.), Sight, sound, and sense (pp. 124–156). Bloomington, IN: Indiana University Press.Google Scholar
  7. Ekman, P. (1982). Emotion in the human face (2nd ed.). Cambridge, UK: Cambridge University Press.Google Scholar
  8. Ekman, P. (1993). Facial expression and emotion. American Psychologist, 48(4), 384–392.CrossRefPubMedGoogle Scholar
  9. Ekman, P., & Friesen, W. V. (1969). The repertoire of nonverbal behavior: Categories, origins, usage, and coding. Semiotica, 1, 49–98.Google Scholar
  10. Ekman, P., & Friesen, W. V. (1975). Unmasking the face: A guide to recognizing the emotions from facial cues. Englewood Cliffs, NJ: Prentice Hall.Google Scholar
  11. Ekman, P., & Friesen, W. V. (1976). Pictures of facial affect. Palo Alto, CA: Consulting Psychologists Press.Google Scholar
  12. Ekman, P., & Friesen, W. V. (1978). Facial action coding system: Investigator’s guide. Palo Alto, California: Consulting Psychologists Press.Google Scholar
  13. Ekman, P., Friesen, W. V., O’Sullivan, M., Chan, A., Diacoyanni-Tarlatzis, I., Heider, K., et al. (1987). Universals and cultural differences in the judgments of facial expressions of emotion. Journal of Personality and Social Psychology, 53(4), 712–717.CrossRefPubMedGoogle Scholar
  14. Ekman, P., Hager, J., & Friesen, W. V. (1981). The symmetry of emotional and deliberate facial actions. Psychophysiology, 18, 101–106.CrossRefPubMedGoogle Scholar
  15. Elfenbein, H. A., & Ambady, N. (2002). On the universality and cultural specificity of emotion recognition: A meta-analysis. Psychological Bulletin, 128(2), 205–235.Google Scholar
  16. Elfenbein, H. A., Beaupré, M. G., Levesque, M., & Hess, U. (2007). Toward a dialect theory: Cultural differences in the expression and recognition of posed facial expressions. Emotion, 7(1), 131–146.CrossRefPubMedGoogle Scholar
  17. Elfenbein, H. A., Mandal, M. K., Ambady, N., Harizuka, S., & Kumar, S. (2004). Hemifacial differences in the in-group advantage in emotion recognition. Cognition & Emotion, 18(5), 613–629.CrossRefGoogle Scholar
  18. Fridlund, A., Sabini, J. P., Hedlund, L. E., Schaut, J. A., Shenker, J. I., & Knauer, M. J. (1990). Audience effects on solitary faces during imagery: Displaying to the people in your head. Journal of Nonverbal Behavior, 14(2), 113–137.CrossRefGoogle Scholar
  19. Hager, J. C., & Ekman, P. (1985). The asymmetry of facial actions is inconsistent with models of hemispheric specialization. Psychophysiology, 22(3), 307–318.CrossRefPubMedGoogle Scholar
  20. Hess, U., & Blairy, S. (2001). Facial mimicry and emotional contagion to dynamic emotional facial expressions and their influence on decoding accuracy. International Journal of Psychophysiology, 40, 129–141.CrossRefPubMedGoogle Scholar
  21. Izard, C. E. (1971). The face of emotion. East Norwalk, CT: Appleton-Century-Crofts.Google Scholar
  22. Izard, C. E., Fantauzzo, C. A., Castle, J. M., Haynes, O. M., Rayias, M. F., & Putnam, P. H. (1995). The ontogeny and significance of infants’ facial expressions in the first 9 months of life. Developmental Psychology, 31(6), 997–1013.CrossRefGoogle Scholar
  23. Matsumoto, D. (1989). Cultural influences on the perception of emotion. Journal of Cross-Cultural Psychology, 20(1), 92–105.CrossRefGoogle Scholar
  24. Matsumoto, D. (1992). American-Japanese cultural differences in the recognition of universal facial expressions. Journal of Cross-Cultural Psychology, 23(1), 72–84.CrossRefGoogle Scholar
  25. Matsumoto, D. (2001). Culture and emotion. In D. Matsumoto (Ed.), The handbook of culture and psychology (pp. 171–194). New York: Oxford University Press.Google Scholar
  26. Matsumoto, D. (2005). Scalar ratings of contempt expressions. Journal of Nonverbal Behavior, 29(2), 91–104.CrossRefGoogle Scholar
  27. Matsumoto, D. (2007). Apples and oranges: Methodological requirements for testing a possible ingroup advantage in emotion judgments from facial expressions. In U. Hess & P. Philippot (Eds.), Group dynamics and emotional expression (pp. 140–181). New York: Cambridge University Press.Google Scholar
  28. Matsumoto, D., & Ekman, P. (1988). Japanese and Caucasian Facial Expressions of Emotion and Neutral Faces (JACFEE and JACNeuF). Available from
  29. Matsumoto, D., & Ekman, P. (1989). American-Japanese cultural differences in intensity ratings of facial expressions of emotion. Motivation & Emotion, 13(2), 143–157.CrossRefGoogle Scholar
  30. Matsumoto, D., Keltner, D., Shiota, M. N., Frank, M. G., & O’Sullivan, M. (2008). What’s in a face? Facial expressions as signals of discrete emotions. In J. M. Haviland, M. Lewis, & L. Feldman Barrett (Eds.), Handbook of emotion (pp. 211–234). New York: Guilford Press.Google Scholar
  31. Matsumoto, D., & Lee, M. (1993). Consciousness, volition, and the neuropsychology of facial expressions of emotion. Consciousness & Cognition: An International Journal, 2(3), 237–254.CrossRefGoogle Scholar
  32. Matsumoto, D., & Willingham, B. (2006). The thrill of victory and the agony of defeat: Spontaneous expressions of medal winners at the 2004 Athens Olympic Games. Journal of Personality and Social Psychology, 91(3), 568–581.CrossRefPubMedGoogle Scholar
  33. Naab, P. J., & Russell, J. A. (2007). Judgments of emotion from spontaneous facial expressions of New Guineans. Emotion, 7(4), 736–744.CrossRefPubMedGoogle Scholar
  34. O’Sullivan, M. (1982). Measuring the ability to recognize facial expressions of emotion. In P. Ekman (Ed.), Emotion in the human face (pp. 281–314). New York: Cambridge University Press.Google Scholar
  35. Oster, H. (2005). The repertoire of infant facial expressions: An ontogenetic perspective. In J. Nadel & D. Muir (Eds.), Emotional development (pp. 261–292). New York: Oxford University Press.Google Scholar
  36. Russell, J. A. (1994). Is there universal recognition of emotion from facial expression? A review of cross-cultural studies. Psychological Bulletin, 115, 102–141.CrossRefPubMedGoogle Scholar
  37. Schimmack, U. (1996). Cultural influences on the recognition of emotion by facial expressions: Individualist or Caucasian cultures? Journal of Cross-Cultural Psychology, 27, 37–50.CrossRefGoogle Scholar
  38. Wagner, H. L. (1990). The spontaneous facial expression of differential positive and negative emotions. Motivation & Emotion, 14, 27–43.CrossRefGoogle Scholar
  39. Wagner, H. L., Lewis, H., Ramsay, S., & Krediet, I. (1992). Prediction of facial displays from knowledge of norms of emotional expressiveness. Motivation & Emotion, 16, 347–362.CrossRefGoogle Scholar
  40. Wagner, H. L., MacDonald, C., & Manstead, A. S. R. (1986). Communication of individual emotions by spontaneous facial expressions. Journal of Personality and Social Psychology, 50, 737–743.CrossRefGoogle Scholar
  41. Yik, M. S. M., Meng, Z., & Russell, J. A. (1998). Adults’ freely produced emotion labels for babies spontaneous facial expressions. Cognition and Emotion, 12, 723–730.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2009

Authors and Affiliations

  • David Matsumoto
    • 1
  • Andres Olide
    • 1
  • Joanna Schug
    • 2
  • Bob Willingham
    • 3
  • Mike Callan
    • 4
  1. 1.Department of PsychologySan Francisco State UniversitySan FranciscoUSA
  2. 2.Hokkaido UniversitySapporoJapan
  3. 3.The World of JudoLondonUK
  4. 4.University of BathBathUK

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