Cognitive bias modification: Past perspectives, current findings, and future applications

Perspectives on Psychological Science

Volumn 6, Issue 6, 2011, Pages 521-536

  Hertel, Paula T ^a   Mathews, Andrew ^b  

^a TRINITY UNIVERSITY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

bias; cognition; learning (associative); memory; treatment

Indexed keywords

EID: 83755186063     PISSN: 17456916     EISSN: 17456924     Source Type: Journal    
DOI: 10.1177/1745691611421205     Document Type: Article

References (112)

1. Amir N.,Beard C.,Burns M.,Bomyea J.Attention modification program in individuals with generalized anxiety disorder.Journal of Abnormal Psychology. 2009;118:28-33.
2. Amir N.,Beard C.,Taylor C.T.,Klumpp H.,Elias J.,Chen X.Attention training in individuals with generalized social phobia: A randomized controlled trial.Journal of Consulting and Clinical Psychology. 2009;77:961-973.
3. Amir N.,Weber G.,Beard C.,Bomyea J.,Taylor C.T.The effect of a single-session attention modification program on response to a public-speaking challenge in socially anxious individuals.Journal of Abnormal Psychology. 2008;117:860-868.
4. Anderson, M.C., & Huddleston, E. (in press). Towards a cognitive and neurobiological model of motivated forgetting. In R.F. Belli (Ed.), True and false recovered memories: Toward a reconciliation of the debate. Nebraska Symposium on Motivation (Vol. 58). New York, NY: Springer.
5. Andrews G.,Cuijpers P.,Craske M.G.,McEvoy P.,Titov N.Computer therapy for the anxiety and depressive disorders is effective, acceptable and practical health care: A meta-analysis.PLoS ONE. 2010;5 (10): e13196.
6. Bar-Haim Y.,Lamy D.,Pergamin L.,Bakermans-Kranenburg M.J.,van IJzendoorn M.H.Threat-related attentional bias in anxious and nonanxious individuals: A meta-analytic study.Psychological Bulletin. 2007;133:1-24.
7. Beard C.,Amir N.A multi-session interpretation modification program: Changes in interpretation and social anxiety.Behaviour Research and Therapy. 2008;46:1135-1141.
8. Beck A.T.Cognitive therapy and the emotional disorder. New York, NY: International Universities Press; 1976:.
9. Bisson M.A.S.,Sears C.R.The effect of depressed mood on the interpretation of ambiguity, with and without negative mood induction.Cognition & Emotion. 2007;21:614-645.
10. Bjork, R.A. (1994). Memory and metamemory considerations in the training of human beings. In J. Metcalf & A. Shimamura (Eds.), Metamemory: Knowing about knowing (pp. 185-205). Cambridge, MA: MIT Press.
11. Blackwell S.E.,Holmes E.A.Modifying interpretation and imagination in clinical depression: A single case series using cognitive bias modification.Applied Cognitive Psychology. 2010;24:338-350.
12. Bouton M.A learning theory perspective on lapse, relapse, and the maintenance of behavior change.Health Psychology. 2000;19:57-63.
13. Bower G.H.Mood and memory.American Psychologist. 1981;36:129-148.
14. Brewin C.R.Understanding cognitive behaviour therapy: A retrieval competition account.Behaviour Research and Therapy. 2006;44:765-784.
15. Brosan L.,Hoppitt L.,Shelfer L.,Sillence A.,Mackintosh B.Cognitive bias modification for attention and interpretation reduces trait and state anxiety in anxious patients referred to an out-patient service.Journal of Behavior Therapy and Experimental Psychiatry, 42. 2011;:258-264.
16. Browning M.,Holmes E.A.,Murphy S.E.,Goodwin G.M.,Harmer C.J.Lateral prefrontal cortex mediates the cognitive modification of attentional bias.Biological Psychiatry. 2010;67:919-925.
17. Calvo M.G.,Eysenck M.W.,Castillo D.M.Interpretation bias in test anxiety: The time course of predictive inferences.Cognition & Emotion. 1997;11:43-63.
18. Cepeda N.J.,Pashler H.,Vul E.,Wixted J.T.,Rohrer D.Distributed practice in verbal recall tasks: A review and quantitative synthesis.Psychological Bulletin. 2006;132:354-380.
19. Clerkin E.M.,Teachman B.A.Training implicit social anxiety associations: An experimental intervention.Journal of Anxiety Disorders. 2010;24:300-308.
20. Dandeneau S.D.,Baldwin M.W.The inhibition of socially rejecting information among people with high versus low self-esteem: The role of attentional bias and the effects of bias reduction training.Journal of Social and Clinical Psychology. 2004;23:584-602.
21. Dandeneau S.D.,Baldwin M.W.The buffering effects of rejection-inhibiting attentional training on social and performance threat among adult students.Contemporary Educational Psychology. 2009;34:42-50.
22. Dandeneau S.D.,Baldwin M.W.,Baccus J.R.,Sakellaropoulo M.,Pruessner J.C.Cutting stress off at the pass: Reducing vigilance and responsiveness to social threat by manipulating attention.Journal of Personality and Social Psychology. 2007;93:651-666.
23. De Houwer J.Why the cognitive approach in psychology would profit from a functional approach and vice versa.Perspectives on Psychological Science. 2011;6:202-209.
24. Ellis H.C.The transfer of learning. New York, NY: Macmillan; 1965:.
25. Eysenck M.,Mogg K.,May J.,Richards A.,Mathews A.Bias in interpretation of ambiguous sentences related to threat in anxiety.Journal of Abnormal Psychology. 1991;100:144-150.
26. Fennell M.J.V.,Teasdale J.Effects of distraction on thinking and affect in depressed patients.British Journal of Clinical Psychology. 1984;23:65-66.
27. Foa E.G.,Kozak M.J.Emotional processing and fear: Exposure to corrective information.Psychological Bulletin. 1986;99:20-35.
28. Fox E.,Lester V.,Russo R.,Bowles R.J.,Pichler A.,Dutton K.Facial expressions of emotion: Are angry faces detected more efficiently?.Cognition & Emotion. 2000;14:61-69.
29. Fox E.,Mathews A.,Calder A.,Yiend J.Anxiety and sensitivity to gaze direction in emotionally expressive faces.Emotion. 2007;7:478-486.
30. Fox E.,Russo R.,Bowles R.,Dutton K.Do threatening stimuli draw or hold visual attention in subclinical anxiety?.Journal of Experimental Psychology: General. 2001;130:681-700.
31. Gilboa-Schechtman E.,Foa E.B.,Amir N.Attentional biases for facial expressions in social phobia: The face-in-the-crowd paradigm.Cognition & Emotion. 1999;13:305-318.
32. Grey S.,Mathews A.Effects of training on interpretation of emotional ambiguity.Quarterly Journal of Experimental Psychology. 2000;53:1143-1162.
33. Hakamata Y.,Lissek S.,Bar-Haim Y.,Britton J.C.,Fox N.A.,Leibenluft E.,Pine D.S.Attention bias modification treatment: A meta-analysis toward the establishment of novel treatment for anxiety.Biological Psychiatry. 2010;68:982-990.
34. Hankin B.L.,Gibb B.E.,Abela J.R.Z.,Flory K.Selective attention to affective stimuli and clinical depression among youths: Role of anxiety and specificity of emotion.Journal of Abnormal Psychology. 2010;119:491-501.
35. Harding E.J.,Paul E.S.,Mendl M.Animal behaviour-Cognitive bias and affective state.Nature. 2004;427:312.
36. Hayes S.,Hirsch C.R.,Krebs G.,Mathews A.The effects of modifying interpretation bias on worry in generalized anxiety disorder.Behaviour Research and Therapy. 2010;48:171-178.
37. Hertel P.T.,Brozovich F.,Joormann J.,Gotlib I.H.Biases in interpretation and memory in generalized social phobia.Journal of Abnormal Psychology. 2008;117:278-288.
38. Hertel P.T.,El-Messidi L.Am I blue? Depressed mood and the consequences of self focus for the interpretation and recall of ambiguous words.Behavior Therapy. 2006;37:259-268.
39. Hertel P.T.,Mathews A.,Peterson S.,Kintner K.Transfer of training emotionally biased interpretations.Applied Cognitive Psychology. 2003;17:775-784.
40. Hertel P.T.,Vasquez E.,Benbow A.,Hughes M.Recollection is impaired by the modification of interpretation bias.Journal of Abnormal Psychology. in press.
41. Hirsch C.R.,Clark D.,Mathews A.Imagery and interpretations in social phobia: Support for the combined cognitive biases hypothesis.Behavior Therapy. 2006;37:223-236.
42. Hirsch C.R.,Hayes S.,Mathews A.Looking on the bright side: Accessing benign meanings reduces worry.Journal of Abnormal Psychology. 2009;118:44-54.
43. Hirsch C.R.,MacLeod C.,Mathews A.,Sandher O.,Siyani A.,Hayes S.The contribution of attentional bias to worry: Distinguishing the roles of selective engagement and disengagement.Journal of Anxiety Disorders. 2011;25:272-277.
44. Hirsch C.R.,Mathews A.Impaired positive inferential bias in social phobia.Journal of Abnormal Psychology. 2000;109:705-712.
45. Holmes E.A.,Lang T.J.,Shah D.M.Developing interpretation bias modification as a "cognitive vaccine" for depressed mood-Imagining positive events makes you feel better than thinking about them verbally.Journal of Abnormal Psychology. 2009;118:76-88.
46. Hoppitt L.,Mathews A.,Yiend J.,Mackintosh B.Cognitive bias modification: The critical role of active training in modifying emotional responses.Behaviour Therapy. 2010a;41:73-81.
47. Hoppitt L.,Mathews A.,Yiend J.,Mackintosh B.Cognitive mechanisms underlying the emotional effects of bias modification.Applied Cognitive Psychology. 2010b;24:312-325.
48. Isaacowitz D.M.,Choi Y.The malleability of age-related positive gaze preferences: Training to change gaze and mood.Emotion. 2011;11:90-100.
49. Jacoby L.L.A process dissociation framework: Separating automatic from intentional uses of memory.Journal of Memory and Language. 1991;30:513-541.
50. Joormann J.,Gotlib I.H.Selective attention to emotional faces following recovery from depression.Journal of Abnormal Psychology. 2007;116:80-85.
51. Joormann J.,Hertel P.T.,LeMoult J.,Gotlib I.H.Training forgetting of negative material in depression.Journal of Abnormal Psychology. 2009;118:34-43.
52. Joormann J.,Siemer M.Memory accessibility, mood regulation, and dysphoria: Difficulties in repairing sad mood with happy memories?.Journal of Abnormal Psychology. 2004;113:179-188.
53. Kornell N.,Bjork R.A.Learning concepts and categories: Is spacing the "enemy of induction"?.Psychological Science. 2008;19:585-592.
54. Koster E.H.W.,De Raedt R.,Leyman L.,De Lissnyder E.Mood-congruent attention and memory bias in dysphoria: Exploring the coherence among information-processing biases.Behaviour Research and Therapy. 2010;48:219-225.
55. Koster E.H.W.,Fox E.,MacLeod C.Introduction to the special section on cognitive bias modification in emotional disorders.Journal of Abnormal Psychology. 2009;118:1-4.
56. Krebs G.,Hirsch C.R.,Mathews A.The effect of attention modification with explicit vs. minimal instructions on worry.Behaviour Research and Therapy. 2010;48:251-256.
57. Lawson C.,MacLeod C.Depression and the interpretation of ambiguity.Behaviour Research and Therapy. 1999;37:463-474.
58. Lawson C.,MacLeod C.,Hammond G.Interpretation revealed in the blink of an eye: Depressive bias in the resolution of ambiguity.Journal of Abnormal Psychology. 2002;111:321-328.
59. LeMoult J.,Hertel P.T.,Joormann J.Training the forgetting of negative material: The role of active suppression and the relation to stress reactivity.Applied Cognitive Psychology. 2010;24:365-375.
60. Lyubomirsky S.,Caldwell N.D.,Nolen-Hoeksema S.Effects of ruminative and distracting responses to depressed mood on retrieval of autobiographical memories.Journal of Personality and Social Psychology. 1998;75:166-177.
61. Mackintosh B.,Mathews A.,Yiend J.,Ridgeway V.,Cook E.Induced biases in emotional interpretation influence stress vulnerability and endure despite changes in context.Behavior Therapy. 2006;37:209-222.
62. MacLean K.A.,Ferrer E.,Aichele S.R.,Bridwell D.A.,Zanesco A.P.,Jacobs T.L.,Saron C.D.Intensive meditation training improves perceptual discrimination and sustained attention.Psychological Science. 2010;21:829-839.
63. MacLeod C.,Cohen I.L.Anxiety and interpretation of ambiguity: A test comprehension study.Journal of Abnormal Psychology. 1993;102:238-247.
64. MacLeod C.,Koster E.H.,Fox E.Whither cognitive bias modification research? Commentary on the special section articles.Journal of Abnormal Psychology. 2009;118:89-99.
65. MacLeod, C., & Mathews, A. (2004). Selective memory effects in anxiety disorders: An overview of research findings and their implications. In D. Reisberg & P. Hertel (Eds.), Memory and emotion (pp. 155-185). New York, NY: Oxford University Press.
66. MacLeod C.,Mathews A.,Tata C.Attentional bias in emotional disorders.Journal of Abnormal Psychology. 1986;95:15-20.
67. MacLeod C.,Rutherford E.,Campbell L.,Ebsworth G.,Holker L.Selective attention and emotional vulnerability: Assessing the causal basis of their association through the experimental manipulation of attentional bias.Journal of Abnormal Psychology. 2002;111:107-123.
68. Mathews A.,Fox E.,Yiend J.,Calder A.The face of fear: Effects of eye gaze and emotion on visual attention.Visual Cognition. 2003;10:823-836.
69. Mathews A.,Mackintosh B.Induced emotional interpretation bias and anxiety.Journal of Abnormal Psychology. 2000;109:602-615.
70. Mathews A.,MacLeod C.Cognitive vulnerability to emotional disorders.Annual Review of Clinical Psychology. 2005;1:167-195.
71. Matt G.E.,Vazquez C.,Campbell W.K.Mood-congruent recall of affectively toned stimuli: A meta-analytic review.Clinical Psychology Review. 1992;12:227-255.
72. McDaniel, M.A., & Callender, A.A. (2010). Cognition, memory, and education. In H.L. Roediger, III (Ed.), Cognitive psychology of memory (pp. 819-844). Oxford, England: Elsevier.
73. Mendl M.,Brooks J.,Basse C.,Burman O.,Paul E.,Blackwell E.,Casey R.Dogs showing separation-related behaviour exhibit a "pessimistic" cognitive bias.Current Biology. 2010;20:839-840.
74. Mineka S.,Zinbarg R.A contemporary learning theory perspective on the etiology of anxiety disorders: It's not what you thought it was.American Psychologist. 2006;61:10-26.
75. Mitte K.Memory bias for threatening information in anxiety and anxiety disorders: A meta-analytic review.Psychological Bulletin. 2008;134:886-911.
76. Mogg K.,Bradbury K.E.,Bradley B.P.Interpretation of ambiguous information in clinical depression.Behaviour Research and Therapy. 2006;44:1411-1419.
77. Mogg K.,Millar N.,Bradley B.P.Biases in eye movements to threatening facial expressions in generalized anxiety disorder and depressive disorder.Journal of Abnormal Psychology. 2000;109:695-704.
78. Moors A.,De Houwer J.Automaticity: A theoretical and conceptual analysis.Psychological Bulletin. 2006;132:297-326.
79. Morris C.D.,Bransford J.D.,Franks J.J.Levels of processing versus transfer appropriate processing.Journal of Verbal Learning and Verbal Behavior. 1977;16:519-533.
80. Mystkowski J.L.,Craske M.G.,Echiverri A.M.,Labus J.S.Mental reinstatement of context and return of fear in spider-fearful participants.Behavior Therapy. 2006;37:49-60.
81. Needham D.R.,Begg I.M.Problem-oriented training promotes spontaneous analogical transfer: Memory-oriented training promotes memory for training.Memory & Cognition. 1991;19:543-557.
82. Nokes T.J.Mechanisms of knowledge transfer.Thinking & Reasoning. 2009;15:1-36.
83. Nolen-Hoeksema S.,Morrow J.The effect of rumination and distraction on naturally occurring depressed moods.Cognition & Emotion. 1993;7:561-570.
84. Nolen-Hoeksema S.,Wisco B.E.,Lyubomirsky S.Rethinking rumination.Perspectives on Psychological Science. 2008;3:400-424.
85. Parrott, W.G., & Hertel, P.T. (1999). Research methods in cognitionand emotion. In T. Dalgleish & M. Power (Eds.), The handbook of cognition and emotion (pp. 6181). Chichester, England: Wiley
86. Peters K.D.,Constans J.I.,Mathews A.Experimental modification of attribution processes.Journal of Abnormal Psychology. in press.
87. Richards A.,French C.C.An anxiety-related bias in semantic activation when processing threat/neutral homographs.The Quarterly Journal of Experimental Psychology. 1992;45A:503-525.
88. Rinck M.,Kwakkenbos L.,Dotsch R.,Wigboldus D.H.J.,Becker E.S.Attentional and behavioural responses of spider fearfuls to virtual spiders.Cognition & Emotion. 2010;24:1199-1206.
89. Roediger H.L.,Karpicke J.D.The power of testing memory: Basic research and implications for educational practice.Perspectives on Psychological Science. 2006;1:181-210.
90. Roseman I.J.Appraisal determinants of discrete emotions.Cognition & Emotion. 1991;5:161-200.
91. Rude S.S.,Valdez C.R.,Odom S.,Ebrahimi A.Negative cognitive biases predict subsequent depression.Cognitive Therapy and Research. 2003;27:415-429.
92. Russo R.,Whittuck D.,Roberson D.,Dutton K.,Georgiou G.,Fox E.Mood-congruent free recall bias in anxious individuals is not a consequence of response bias.Memory. 2006;14:393-399.
93. Salemink E.,Hertel P.,Mackintosh B.Interpretation training influences memory for prior interpretations.Emotion. 2010;10:903-907.
94. Salemink E.,van den Hout M.Trained interpretative bias survives mood change.Journal of Behavior Therapy and Experimental Psychiatry. 2010;4:310-315.
95. Salemink E.,van den Hout M.,Kindt M.Trained interpretive bias and anxiety.Behavior Research and Therapy. 2007;45:329-340.
96. Salemink E.,van den Hout M.,Kindt M.Generalisation of modified interpretive bias across tasks and domains.Cognition & Emotion. 2010;24:453-464.
97. Schartau P.E.S.,Dalgleish T.,Dunn B.D.Seeing the bigger picture: Training in perspective broadening reduces self-reported affect and psychophyiological response to distressing films and autobiographical memories.Journal of Abnormal Psychology. 2009;118:15-27.
98. Schmidt N.B.,Richey J.A.,Buckner J.D.,Timpano K.R.Attention training for generalized social anxiety disorder.Journal of Abnormal Psychology. 2009;118:5-14.
99. See J.,MacLeod C.,Bridle R.The reduction of anxiety vulnerability through the modification of attentional bias: A real-world study using a home-based cognitive bias modification procedure.Journal of Abnormal Psychology. 2009;118:65-75.
100. Smith C.A.,Lazarus R.S.Appraisal components, core relational themes, and the emotions.Cognition & Emotion. 1993;7:233-269.
101. Smith, C.A., & Pope, L.K. (1992). Appraisal and emotion: The interactional contributions of dispositional and situational factors. In M.S. Clark (Ed.), Emotion and social behaviour (pp. 32-62). Thousand Oaks, CA: SAGE.
102. Standage H.,Ashwin C.,Fox E.Is manipulation of mood a critical component of cognitive bias modification procedures?.Behaviour Research and Therapy. 2010;48:4-10.
103. Teachman B.A.,Addison L.M.Training non-threatening interpretations in spider fear.Cognitive Therapy and Research. 2008;32:448-459.
104. Tran T.,Hertel P.T.,Joormann J.Cognitive bias modification: Induced interpretive biases affect memory.Emotion. 2011;11:145-152.
105. Vassilopoulos S.,Banerjee R.,Prantzalou C.Experimental modification of interpretation bias in socially anxious children: Changes in interpretation, anticipated interpersonal anxiety, and social anxiety symptoms.Behaviour Research and Therapy. 2009;47:1085-1089.
106. Velten E.A laboratory task for induction of mood states.Behaviour Research and Therapy. 1968;6:473-482.
107. Watkins E.R.,Baeyens C.B.,Read R.Concreteness training reduces dysphoria: Proof -of-principle for repeated cognitive bias modification in depression.Journal of Abnormal Psychology. 2009;118:55-64.
108. Wells T.T.,Beevers C.G.,Robison A.E.,Ellis A.J.Gaze behavior predicts memory bias for angry facial expressions in stable dysphoria.Emotion. 2010;10:894-902.
109. Wiers R.W.,Eberl C.,Rinck M.,Becker E.S.,Lindenmeyer J.Retraining automatic action tendencies changes alcoholic patients approach bias for alcohol and improves treatment outcome.Psychological Science. 2011;22:490-497.
110. Williams J.M.G.,Mathews A.,MacLeod C.The emotional Stroop task and psychopathology.Psychological Bulletin. 1996;120:3-24.
111. Wilson E.J.,MacLeod C.,Mathews A.,Rutherford E.M.The causal role of interpretive bias in anxiety reactivity.Journal of Abnormal Psychology. 2006;115:103-111.
112. Yiend J.,Mathews A.Anxiety and attention to threatening pictures.The Quarterly Journal of Experimental Psychology. 2001;54A:665-681.