Using facial emotional stimuli in visual search experiments: The arousal factor explains contradictory results

Cognition and Emotion

Volumn 28, Issue 6, 2014, Pages 1012-1029

  Lundqvist, Daniel ^a   Juth, Pernilla ^a   Öhman, Arne ^a  

^a KAROLINSKA INSTITUTE   (Sweden)

Author keywords

Arousal; Emotion; Faces; Stimuli; Valence; Visual search

Indexed keywords

ADULT; AROUSAL; ARTICLE; ATTENTION; ATTENTIONAL BIAS; COGNITION; EMOTION; FACIAL EXPRESSION; FEMALE; HUMAN; MALE; PRIORITY JOURNAL; RECOGNITION; RESPONSE TIME; SELF EVALUATION; STIMULUS; TASK PERFORMANCE; VISUAL ANALOG SCALE; ADOLESCENT; MIDDLE AGED; PATTERN RECOGNITION; PHOTOSTIMULATION; PSYCHOLOGICAL THEORY; REACTION TIME; YOUNG ADULT;

ADOLESCENT; ADULT; AROUSAL; EMOTIONS; FACIAL EXPRESSION; FEMALE; HUMANS; MALE; MIDDLE AGED; PATTERN RECOGNITION, VISUAL; PHOTIC STIMULATION; PSYCHOLOGICAL THEORY; REACTION TIME; YOUNG ADULT;

EID: 84902828094     PISSN: 02699931     EISSN: 14640600     Source Type: Journal    
DOI: 10.1080/02699931.2013.867479     Document Type: Article

References (61)

1. Beck, A. T., & Emery, G. (1985). Anxiety disorders and phobias. New York, NY: Basic Books.
2. Becker, D. V., Anderson, U. S., Mortensen, C. R., Neufeld, S. L., & Neel, R. (2011). The face in the crowd effect unconfounded: Happy faces, not angry faces, are more efficiently detected in single- and multiple-target visual search tasks. Journal of Experimental Psychology: General, 140, 637-659. doi:10.1037/a0024060
3. Bradley, M. M., Greenwald, M. K., & Hamm, A. O. (1993). Affective picture processing. In N. Birbaumer & A. Öhman (Eds.), The structure of emotion (pp. 48-65). Seattle: Hogrefe & Huber.
4. Bradley, M. M., & Lang, P. J. (1994). Measuring emotion: The self-assessment manikin and the semantic differential. Journal of Behavior Therapy and Experimental Psychiatry, 25(1), 49-59. doi:10.1016/0005-7916(94)90063-9
5. Byrne, A., & Eysenck, M. W. (1995). Trait anxiety, anxious mood, and threat detection. Cognition and Emotion, 9, 549-562. doi:10.1080/02699939508408982
6. Calvo, M. G., & Nummenmaa, L. (2008). Detection of emotional faces: Salient physical features guide effective visual search. Journal of Experimental Psychology: General, 137, 471-494. doi:10.1037/a0012771
7. Coelho, C. M., Cloete, S., & Wallis, G. (2010). The face-in-the-crowd effect: When angry faces are just cross(es). Journal of Vision, 10, 1-14.
8. Duncan, J., & Humphreys, G. W. (1989). Visual search and stimulus similarity. Psychological Review, 96, 433-458. doi:10.1037/0033-295X.96.3.433
9. Ekman, P., & Friesen, W. V. (1976). Pictures of facial affect. Palo Alto, CA: Consulting Psychologists Press.
10. Fox, E., & Damjanovic, L. (2006). The eyes are sufficient to produce a threat superiority effect. Emotion, 6, 534-539. doi:10.1037/1528-3542.6.3.534
11. Fox, E., Lester, V., Russo, R., Bowles, R. J., Pichler, A., & Dutton, K. (2000). Facial Expressions of emotion: Are angry faces detected more efficiently? Cognition and Emotion, 14(1), 61-92. doi:10.1080/026999300378996
12. Frijda, N. (1986). The emotions. Cambridge: Cambridge University Press.
13. Frischen, A., Eastwood, J. D., & Smilek, D. (2008). Visual search for faces with emotional expressions. Psychological Bulletin, 134, 662-676. doi:10.1037/0033-2909.134.5.662
14. Gabrielsson, A., & Juslin, P. N. (2003). Emotional expression in music. In H. H. Goldsmith, R. J. Davidson, & K. R. Scherer (Eds.), Handbook of affective sciences (pp. 503-534). New York, NY: Oxford University Press.
15. Gilboa-Schechtman, E., Foa, E. B., & Amir, N. (1999). Attentional biases for facial expressions in social phobia: The face-in-the-crowd paradigm. Cognition and Emotion, 13, 305-318. doi:10.1080/026999399379294
16. Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B. (2008). The Karolinska directed emotional faces: A validation study. Cognition and Emotion, 22, 1094-1118. doi:10.1080/02699930701626582
17. Gur, R. C., Sara, R., Hagendoorn, M., Marom, O., Hughett, P., Macy, L., & Gur, R. E. (2002). A method for obtaining 3-dimensional facial expressions and its standardization for use in neurocognitive studies. Journal of Neuroscience Methods, 115, 137-143. doi:10.1016/S0165-0270(02)00006-7
18. Hansen, C., & Hansen, R. (1988). Finding the face in the crowd: An anger superiority effect. Journal of Personality and Social Psychology, 54, 917-924. doi:10.1037/0022-3514.54.6.917
19. Harmon-Jones, E., Gable, P., & Price, T. F. (2012). The influence of affective states varying in motivational intensity on cognitive scope. Frontiers in Integrative Neuroscience, 6, 1-5. doi:10.3389/fnint.2012.00073
20. Horstmann, G., & Bauland, A. (2006). Search asymmetries with real faces: Testing the anger-superiority effect. Emotion, 6, 193-207. doi:10.1037/1528-3542.6.2.193
21. Horstmann, G., Lipp, O. V., & Becker, S. I. (2012). Of toothy grins and angry snarls - Open mouth displays contribute to efficiency gains in search for emotional faces. Journal of Vision, 12(5), 1-15. doi:10.1167/12.5.7
22. Juth, P., Lundqvist, D., Karlsson, A., & Öhman, A. (2005). Looking for foes and friends: Perceptual and emotional factors when finding a face in the crowd. Emotion, 5, 379-395. doi:10.1037/1528-3542.5.4.379
23. Juth, P., Lundqvist, D., & Öhman, A. (2010). Social threat and attention control problems in social anxiety. Manuscript submitted for publication.
24. Lang, P. J. (1980). Behavioral treatment and bio-behavioral assessment: Computer applications. In J. B. Sidowski, J. H. Johnson, & T. A. Williams (Eds.), Technology in mental health care delivery systems (pp. 119-137). Norwood, NJ: Ablex.
25. Lang, P., & Bradley, M. (2010). Emotion and the motivational brain. Biological Psychology, 84, 437-450. doi:10.1016/j.biopsycho.2009.10.007
26. Lazarus, R. S. (1991). Emotions and adaptation. New York, NY: Oxford University Press.
27. LeDoux, J. E. (1996). The emotional brain: The mysterious underpinnings of emotional life. New York, NY: Simon & Schuster.
28. Lipp, O., Price, S., & Tellegen, C. (2009). Emotional faces in neutral crowds: Detecting displays of anger, happiness, and sadness on schematic and photographic images of faces. Motivation & Emotion, 33, 249-260. doi:10.1007/s11031-009-9136-2
29. Lonsdorf, T. B., Juth, P., Rhode, C., Schalling, M., & Öhman, A. (2013). Attention biases and habituation of attention biases are associated with functional polymorphisms in the 5-HTT promoter and the COMT gene. Cognitive, Affective, & Behavioral Neuroscience. Epub ahead of print. doi:10.3758/s13415-013-0200-8
30. Lundqvist, D., Bruce, N., & Öhman, A. (2013). Finding an emotional face in a crowd: Emotional and perceptual stimulus factors influence visual search efficiency. Under review.
31. Lundqvist, D., Esteves, F., & Öhman, A. (1999). The face of wrath: Critical features for conveying facial threat. Cognition and Emotion, 13, 691-711. doi:10.1080/026999399379041
32. Lundqvist, D., Esteves, F., & Öhman, A. (2004). The face of wrath: The role of features and configurations in conveying social threat. Cognition and Emotion, 18, 161-182. doi:10.1080/02699930244000453
33. Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska directed emotional faces - AKDEF. CD ROM from Department of Clinical Neuroscience, Psychology section, Karolinska Institutet, ISBN 91-630-7164-9. Retrieved from http://www.emotionlab.se.
34. Lundqvist, D., & Litton, J. E. (1998). The averaged Karolinska directed emotional faces - AKDEF. CD ROM from Department of Clinical Neuroscience, Psychology section, Karolinska Institutet, ISBN 91-630-7164-9. Retrieved from http://www.emotionlab.se.
35. Lundqvist, D., & Öhman, A. (2005). Emotion regulates attention: The relation between facial configurations, facial emotion, and visual attention. Visual Cognition, 12(1), 51-84. doi:10.1080/13506280444000085
36. Mak-Fan, K. M., Thompson, W. F., & Green, R. E. A. (2011). Visual search for schematic emotional faces risks perceptual confound. Cognition and Emotion, 25, 573-584. doi:10.1080/02699931.2010.500159
37. Mather, M., & Sutherland, M. R. (2011). Arousal-biased competition in perception and memory. Perspectives on Psychological Science, 6(2), 114-133. doi:10.1177/1745691611400234
38. Mathews, A. (1990). Why worry?: The cognitive function of anxiety. Behaviour Research and Therapy, 28, 455-468. doi:10.1016/0005-7967(90)90132-3
39. Öhman, A. (1993). Fear and anxiety as emotional phenomena: Clinical phenomenology, evolutionary perspectives, and information processing mechanisms. In M. Lewis & J. M. Haviland (Eds.), Handbook of emotions (pp. 511-536). New York, NY: Guilford.
40. Öhman, A., Juth, P., & Lundqvist, D. (2010). Finding the face in a crowd: Relationships between distractor redundancy, target emotion, and target gender. Cognition and Emotion, 24, 1216-1228. doi:10.1080/02699930903166882
41. Öhman, A., Lundqvist, D., & Esteves, F. (2001). The face in the crowd revisited: A threat advantage with schematic stimuli. Journal of Personality and Social Psychology, 80, 381-396. doi:10.1037/0022-3514.80.3.381
42. Öhman, A., & Mineka, S. (2001). Fears, phobias, and preparedness: Toward an evolved module of fear and fear learning. Psychological Review, 108, 483-522. doi:10.1037/0033-295X.108.3.483
43. Osgood, C. E. (1966). Dimensionality of the semantic space for communication via facial expressions. Scandinavian Journal of Psychology, 7(1), 1-30. doi:10.1111/j.1467-9450.1966.tb01334.x
44. Osgood, C. E., Suci, G. J., & Tannenbaum, P. H. (1957). The measurement of meaning. Urbana: University of Illinois Press.
45. Phelps, E. A., & LeDoux, J. E. (2005). Contributions of the amygdala to emotion processing: From animal models to human behavior. Neuron, 48, 175-187. doi:10.1016/j.neuron.2005.09.025
46. Pinkham, A. E., Griffin, M., Baron, R., Sasson, N. J., & Gur, R. C. (2010). The face in the crowd effect: Anger superiority when using real faces and multiple identities. Emotion, 10, 141-146. doi:10.1037/a0017387
47. Pitica, I., Susa, G., Benga, O., & Miclea, M. (2012). Visual search for real emotional faces: The advantage of anger. Procedia - Social and Behavioral Sciences, 33, 632-636. doi:10.1016/j.sbspro.2012.01.198
48. Purcell, D. G., & Stewart, A. L. (2010). Still another confounded face in the crowd. Attention, Perception, & Psychophysics, 72, 2115-2127.
49. Purcell, D. G., Stewart, A. L., & Skov, R. B. (1996). It takes a confounded face to pop out of a crowd. Perception, 25, 1091-1108. doi:10.1068/p251091
50. Russell, J. A. (1979). Affective space is bipolar. Journal of Personality and Social Psychology, 37, 345-356. doi:10.1037/0022-3514.37.3.345
51. Russell, J. A. (1983). Pancultural aspects of the human conceptual organization of emotions. Journal of Personality and Social Psychology, 45, 1281-1288. doi:10.1037/0022-3514.45.6.1281
52. Russell, J. A. (2003). Core affect and the psychological construction of emotion. Psychological Review, 110, 145-172. doi:10.1037/0033-295X.110.1.145
53. Russell, J. A., & Bullock, M. (1985). Multidimensional scaling of emotional facial expressions: Similarity from preschoolers to adults. Journal of Personality and Social Psychology, 48, 1290-1298. doi:10.1037/0022-3514.48.5.1290
54. Savage, R. A., Lipp, O. V., Craig, B. M., Becker, S. I., & Horstmann, G. (2013). In search of the emotional face: Anger versus happiness superiority in visual search. Emotion, 13(4), 758-768. Advance online publication. doi:10.1037/a0031970
55. Schlosberg, H. (1954). Three dimensions of emotion. The Psychological Review, 61(2), 81-88. doi:10.1037/h0054570
56. Tipples, J., Atkinson, A. P., & Young, A. W. (2002). The eyebrow frown: A salient social signal. Emotion, 2, 288-296. doi:10.1037/1528-3542.2.3.288
57. Tottenham, N., Tanaka, J. W., Leon, A. C., McCarry, T., Nurse, M., Hare, T. A.,... Nelson, C. (2009). The NimStim set of facial expressions: Judgments from untrained research participants. Psychiatry Research, 168, 242-249. doi:10.1016/j.psychres.2008.05.006
58. Williams, M. A., Moss, S. A., Bradshaw, J. L., & Mattingley, J. B. (2005). Look at me, I'm smiling: Visual search for threatening and nonthreatening facial expressions. Visual Cognition, 12(1), 29-50. doi:10.1080/13506280444000193
59. Wolfe, J. (1998). Visual search. In H. Pashler (Ed.), Attention (pp. 13-73). London: University College London Press.
60. Wolfe, J. (2003). Moving towards solutions to some enduring controversies in visual search. Trends in Cognitive Sciences, 7(2), 70-76. doi:10.1016/S1364-6613(02)00024-4
61. Wundt, W. (1897). Psychical compounds: Emotions. In W. Engelmann (Ed.), Outlines of psychology (pp. 169-177). Leipzig: Wilhelm Engelmann.