Background factors predicting accuracy and improvement in micro expression recognition

Motivation and Emotion

Volumn 38, Issue 5, 2014, Pages 700-714

  Hurley, Carolyn M ^a   Anker, Ashley E ^a   Frank, Mark G ^a   Matsumoto, David ^b   Hwang, Hyisung C ^b  

^a UNIVERSITY AT BUFFALO   (United States)

^b SAN FRANCISCO STATE UNIVERSITY   (United States)

Author keywords

Confidence; Facial expression; Micro expression; National security; Personality

Indexed keywords

EID: 84956922634     PISSN: 01467239     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11031-014-9410-9     Document Type: Article

References (77)

1. Allport, G. W. (1937). Personality: A psychological interpretation. Oxford: Holt.
2. Aronson, J., Fried, C. B., & Good, C. (2002). Reducing the effects of stereotype threat on African American college students by shaping theories of intelligence. Journal of Experimental Social Psychology,38, 113–125.
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.
4. Buck, R. W., Savin, V. J., Miller, R. E., & Caul, W. F. (1972). Communication of affect through facial expressions in humans. Journal of Personality and Social Psychology,23, 362–371.
5. Bugental, D. B., Shennum, W., Frank, M. G., & Ekman, P. (2001). “True lies”: Children’s abuse history and power attributions as influences on deception detection. In V. Manusov & J. H. Harvey (Eds.), Attribution, communication behavior, and close relationships (pp. 248–265). Cambridge: Cambridge University Press.
6. Carton, J. S., Kessler, E. A., & Pape, C. L. (1999). Nonverbal decoding skills and relationship well-being in adults. Journal of Nonverbal Behavior,23, 91–100.
7. Christie, I. C., & Friedman, B. H. (2004). Autonomic specificity of discrete emotion and dimensions of affective space: A multivariate approach. International Journal of Psychophysiology,51, 143–153.
8. Clark, M. S., Pataki, S. P., & Carver, V. J. (1996). Some thoughts and findings on self-presentation of emotions in relationships. In G. J. O. Fletcher & J. Fitness (Eds.), Knowledge structures in close relationships: A social psychological approach (pp. 247–274). Mahwah, NJ: Lawrence Erlbaum.
9. Clark, T. F., Winkielman, P., & McIntosh, D. N. (2008). Autism and the extraction of emotion from briefly presented facial expressions: Stumbling at the first step of empathy. Emotion,8, 803–809.
10. Costa, P. T., Jr, & McCrae, R. R. (1989). The NEO-PI/NEO-FFI manual supplement. Odessa, FL: Psychological Assessment Resources.
11. Costa, P. T., Jr, & McCrae, R. R. (1992). Normal personality assessment in clinical practice: The NEO Personality Inventory. Psychological Assessment,4, 5–13.
12. Cunningham, M. R. (1977). Personality and the structure of the nonverbal communication of emotion. Journal of Personality,45, 564–584.
13. Damasio, A. R., Grabowski, T. J., Bechara, A., Damasio, H., Ponto, L. L. B., Parvizi, J., et al. (2000). Subcortical and cortical brain activity during the feeling of self-generated emotions. Nature Neuroscience,3, 1049–1056.
14. Darwin. C. (1872). The Expression of the emotions in man and animals. New York Philosophical Library. Darwin, C. (1998) 3rd ed. with Introduction, Afterword and Commentary by Paul Ekman: London: Harper Collins; New York: Oxford University Press.
15. DePaulo, B. M., Charlton, K., Cooper, H., Lindsay, J. J., & Muhlenbruck, L. (1997). The accuracy–confidence correlation in the detection of deception. Personality and Social Psychology Review,1, 346–357.
16. DePaulo, B. M., Lindsay, J. J., Malone, B. E., Muhlenbruck, L., Charlton, K., & Cooper, H. (2003). Cues to deception. Psychological Bulletin,129, 74–112.
17. Ekman, P. (2003). Emotions revealed: Recognizing faces and feelings to improve communication and emotional life. New York: Henry Holt & Co.
18. Ekman, P., & Friesen, W. V. (1969). Nonverbal leakage and cues to deception. Psychiatry,32, 88–106.
19. Ekman, P., & Friesen, W. V. (1974). Detecting deception from the body or the face. Journal of Personality and Social Psychology,29, 124–129.
20. Ekman, P., & Friesen, W. V. (1982). Felt, false, and miserable smiles. Journal of Nonverbal Behavior,6, 238–252.
21. Ekman, P., Friesen, W. V., O’Sullivan, M., Chane, 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, 712–717.
22. Ekman, P., Levenson, R. W., & Friesen, W. V. (1983). Autonomic nervous system activity distinguishes between emotions. Science,221, 1208–1210.
23. Ekman, P., & Matsumoto, D. (2007). The micro-expression training tool, v. 2. Available at www.humintell.com.
24. Ekman, P., Matsumoto, D., & Frank, M. G. (2003). The micro-expression training tool, v. 1. Available as Microexpression Recognition Training (MiX) at www.humintell.com.
25. Ekman, P., & O’Sullivan, M. (1991). Who can catch a liar? American Psychologist,46, 189–204.
26. Ekman, P., O’Sullivan, M., & Frank, M. G. (1999). A few can catch a liar. Psychological Science,10, 263–266.
27. Elfenbein, H., & Ambady, N. (2002). On the universality and cultural specificity of emotion recognition: A meta-analysis. Psychological Bulletin,128, 203–235.
28. Elfenbein, H., Levesque, M., Beaupre, M., & Hess, U. (2007). Toward a dialect theory: Cultural differences in the expression and recognition of posed facial expressions. Emotion,7, 131–146.
29. Etcoff, N. L., Ekman, P., Magee, J. J., & Frank, M. G. (2000). Superior lie detection associated with language loss. Nature,405, 139.
30. Frank, M. G., & Ekman, P. (1997). The ability to detect deceit generalizes across different types of high-stake lies. Journal of Personality and Social Psychology,72, 1429–1439.
31. Frank, M. G., Ekman, P., & Friesen, W. V. (1993). Behavioral markers and recognizability of the smile of enjoyment. Journal of Personality and Social Psychology,64, 83–93.
32. Frank, M. G., & Hurley, C. M. (2014). The detection of deception and emotion by police officers. Unpublished manuscript.
33. Frank, M. G., & Svetieva, E. (2012). Lies worth catching involve both emotion and cognition. Journal of Applied Research in Memory and Cognition,1, 131–133.
34. Frijda, N. H., Kuipers, P., & ter Schure, E. (1989). Relations among emotion, appraisal, and emotional action readiness. Journal of Personality and Social Psychology,57, 212–228.
35. Garwood, R., Guiora, A. Z., & Kalter, N. (1970). Manifest anxiety and perception of micromomentary expression. Comprehensive Psychiatry,11, 576–580.
36. Haggard, E. A., & Isaacs, K. S. (1966). Micromomentary facial expressions as indicators of ego mechanisms in psychotherapy. In L. A. Gottschalk & A. H. Auerbach (Eds.), Methods of research in psychotherapy (pp. 154–165). New York: Appleton Century Crofts.
37. Hall, J. A. (1978). Sex effects in decoding nonverbal cues. Psychological Bulletin,85, 845–857.
38. Hall, J. A. (1984). Nonverbal sex differences: Communication accuracy and expressive style. Baltimore: Johns Hopkins University Press.
39. Hall, J. A., Andrzejewski, S. A., & Yopchick, J. E. (2009). Psychosocial correlates of interpersonal sensitivity: A meta-analysis. Journal of Nonverbal Behavior,33, 149–180.
40. Hall, J. A., Carter, J. D., & Horgan, T. G. (2000). Sex differences in the nonverbal communication of emotion. In A. H. Fischer (Ed.), Sex and emotion: Social psychological perspectives (pp. 97–117). Paris: Cambridge University Press.
41. Hall, J. A., & Matsumoto, D. (2004). Sex differences in judgments of multiple emotions from facial expressions. Emotion,4, 201–206.
42. Hayes, J. G., & Metts, S. (2008). Managing the expression of emotion. Western Journal of Communication,72, 374–396.
43. Hess, U., & Kleck, R. E. (1990). Differentiating emotion elicited and deliberate emotional facial expressions. European Journal of Social Psychology,20, 369–385.
44. Hurley, C. M. (2012). Do you see what I see? Learning to detect micro expressions of emotion. Motivation & Emotion,36, 371–381.
45. Isaacowitz, D. M., Lockenhoff, C. E., Lane, R. D., Wright, R., Sechrest, L., Riedel, R., et al. (2007). Age differences in recognition of emotion in lexical stimuli and facial expressions. Psychology and Aging,22, 147–159.
46. Izard, C. E. (1994). Innate and universal facial expressions: Evidence from developmental and cross-cultural research. Psychological Bulletin,115, 288–299.
47. John, O. (1989). The BFI-54. Berkeley, CA: University of California, Berkeley, Institute of Personality and Social Research.
48. Kraut, R. E., & Poe, D. (1980). Behavioral roots of person perception: The deception judgments of customs inspectors and laymen. Journal of Personality and Social Psychology,39, 784–798.
49. Mann, S., Vrij, A., & Bull, R. (2004). Detecting true lies: Police officers’ ability to detect suspects’ lies. Journal of Applied Psychology,89, 137–149.
50. Marsh, P. J., Green, M. J., Russell, T. A., McGuire, J., Harris, A., & Coltheart, M. (2010). Remediation of facial emotion recognition in Schizophrenia: Functional predictors, generalizability, and durability. American Journal of Psychiatric Rehabilitation,13, 143–170.
51. Matsumoto, D., Frank, M. G., & Hwang, H. S. (Eds.). (2013). Nonverbal communication: Science and applications. Thousand Oaks, CA: SAGE Publications Inc.
52. Matsumoto, D., & Hwang, H. S. (2011). Evidence for training the ability to read microexpressions of emotion. Motivation & Emotion,35, 181–191.
53. Matsumoto, D., Keltner, D., Shiota, S., O’Sullivan, M., & Frank, M. G. (2008a). Facial expressions of emotion. In M. Lewis, J. Haviland-Jones, & L. F. Barrett (Eds.), Handbook of emotions (3rd ed., pp. 211–234). New York: Guilford Publications.
54. Matsumoto, D., LeRoux, J., Wilson-Cohn, C., Raroque, J., Kooken, K., Ekman, P., et al. (2000). A new test to measure emotion recognition ability: Matsumoto and Ekman’s Japanese and Caucasian brief affect recognition test (JACBART). Journal of Nonverbal Behavior,24, 179–209.
55. Matsumoto, D., Yoo, S. H., & Fontaine, J. (2008b). Mapping expressive differences around the world: The relationship between emotional display rules and individualism versus collectivism. Journal of Cross-Cultural Psychology,39, 55–74.
56. Meihlke, A. (1973). Surgery of the facial nerve. Philadelphia: Saunders.
57. Mill, A., Allik, J., Realo, A., & Valk, R. (2009). Age-related differences in emotion recognition ability: A cross-sectional study. Emotion,9, 619–630.
58. Mufson, L., & Nowicki, S. (1991). Factors affecting the accuracy of facial affect recognition. The Journal of Social Psychology,131, 815–822.
59. Myers, R. E. (1976). Comparative neurology of vocalization of speech: Proof of a dichotomy. Annual Review of the New York Academy of Sciences,280, 745–757.
60. Nowicki, S., & Duke, M. P. (1994). Individual differences in the nonverbal communication of affect: The Diagnostic Analysis of Nonverbal Accuracy Scale. Journal of Nonverbal Behavior,18, 9–34.
61. O’Sullivan, M., & Ekman, P. (2004). The wizards of deception detection. In P. A. Granhag & L. Stromwell (Eds.), The detection of deception in forensic contexts (pp. 269–286). Cambridge: Cambridge University Press.
62. O’Sullivan, M., Frank, M. G., Hurley, C. M., & Tiwana, J. (2009). Police lie detection accuracy: The effect of lie scenario. Law and Human Behavior,33, 530–538.
63. Porter, S., & ten Brinke, L. (2008). Reading between the lies: Identifying concealed and falsified emotions in universal facial expressions. Psychological Science,19, 508–514.
64. Porter, S., ten Brinke, L., & Wallace, B. (2012). Secrets and lies: Involuntary leakage in deceptive facial expressions as a function of emotional intensity. Journal of Nonverbal Behavior,36, 23–37.
65. Rosenthal, R., Hall, J. A., DiMatteo, M. R., Rogers, P. L., & Archer, D. (1979). Sensitivity to nonverbal communication: The PONS test. Baltimore: The Johns Hopkins University Press.
66. Rubin, R. S., Munz, D. C., & Bommer, W. H. (2005). Leading from within: The effects of emotion recognition and personality on transformational leadership behavior. Academy of Management Journal,48, 845–858.
67. Russell, T. A., Chu, E., & Phillips, M. L. (2006). A pilot study to investigate the effectiveness of emotion recognition in schizophrenia using micro-expression training tool. British Journal of Clinical Psychology,45, 579–583.
68. Russell, T. A., Green, M. J., Simpson, I., & Coltheart, M. (2008). Remediation of facial emotion perception in schizophrenia: Concomitant changes in visual attention. Schizophrenia Research,103, 248–256.
69. Scherer, K. R., Clark-Polner, E., & Mortillaro, M. (2011). In the eye of the beholder? Universality and cultural specificity in the expression and perception of emotion. International Journal of Psychology,46, 401–435.
70. Steele, C. M., & Aronson, J. (1995). Stereotype threat and the intellectual test performance of African Americans. Journal of Personality and Social Psychology,69, 797–811.
71. Taylor, L. L., Guiora, A. Z., Catford, J. C., & Lane, H. L. (1969). The role of personality variables in second language behavior. Comprehensive Psychiatry,10, 463–474.
72. Thames, A. D., Hinkin, C. H., Byrd, D. A., Bilder, R. M., Duff, K. J., Mindt, M. R., et al. (2013). Effects of stereotype threat, perceived discrimination, and examiner races on neuropsychological performance: Simple as Black and White? Journal of the International Neuropsychological Society,19, 583–593.
73. Tomkins, S. (1962). Affect imagery consciousness: Volume I, the positive affects. London: Tavistock.
74. Tomkins, S. (1963). Affect imagery consciousness: Volume II, the negative affects. NY: Springer.
75. Tsschiassny, K. (1953). Eight syndromes of facial paralysis and their significance in locating the lesion. Annual Review of Otology, Rhinology, and Laryngology,62, 677–691.
76. Warren, G., Schertler, E., & Bull, P. (2009). Detecting deception from emotional and unemotional cues. Journal of Nonverbal Behavior,33, 59–69.
77. Yan, J., Wu, Q., Liang, J., Chen, Y., & Fu, X. (2013). How fast are the leaked facial expressions: The duration of micro-expressions. Journal of Nonverbal Behavior,37, 217–230.