Abstract
Cognitive bias modification (CBM) has been found to be effective in modifying information-processing biases and in reducing emotional reactivity to stress. Although modification of attention and interpretation biases has frequently been studied, it is not clear whether memory bias can be manipulated through direct training of emotional recall. In two studies (in undergraduate students and in a community sample), memory bias for emotional verbal stimuli was trained with cued recall of either positive or negative words. We did not find evidence for malleability of memory bias for trained stimuli or induction of emotional reactivity to stress in either study. The training did, however, stimulate training-congruent incorrect recall in the community sample. Although we found no evidence for the direct modification of memory bias, the more global effect obtained with respect to retrieval of emotional information from memory holds promise for CBM-memory studies in clinical samples.
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Arnold, J. F., Fitzgerald, D. A., Fernández, G., Rijpkema, M., Rinck, M., Eling, P. A. T. M., et al. (2011). Rose or black-coloured glasses? Altered neural processing of positive events during memory formation is a trait marker of depression. Journal of Affective Disorders, 131, 214–223.
Baert, S., De Raedt, R., Schacht, R., & Koster, E. H. W. (2010). Attentional bias training in depression: Therapeutic effects depend on depression severity. Journal of Behavior Therapy and Experimental Psychiatry, 41, 265–274.
Banõs, R. M., Medina, P. M., & Pascual, J. (2001). Explicit and implicit memory biases in depression and panic disorder. Behaviour Research and Therapy, 39, 61–74.
Beard, C., Sawyer, A. T., & Hofmann, S. G. (2012). Efficacy of attention bias modification using threat and appetitive stimuli: A meta-analytic review. Behavior Therapy, 43, 724–740.
Beck, A. T. (1976). Cognitive therapy and the emotional disorders. New York: International Universities Press.
Beck, A. T. (2008). The evolution of the cognitive model of depression and its neurobiological correlates. American Journal of Psychiatry, 165, 969–977.
Blackwell, S. E., & Holmes, E. A. (2010). Modifying interpretation and imagination in clinical depression: A single case series using cognitive bias modification. Applied Cognitive Psychology, 24, 338–350.
Bower, G. H. (1981). Mood and memory. American Psychologist, 36, 129–148.
Bradley, M. M., & Lang, P. J. (1999). Affective norms for English words (ANEW): Instruction manual and affective ratings. Technical report C-1, The Center for Research in Psychophysiology, University of Florida.
Bradley, B. P., Mogg, K., Millar, N., Bonham-Carter, C., Fergusson, E., Jenkins, J., et al. (1997). Attentional biases for emotional faces. Cognition and Emotion, 11, 25–42.
Charles, S. T., Mather, M., & Carstensen, L. L. (2003). Aging and emotional memory: The forgettable nature of negative images for older adults. Journal of Experimental Psychology: General, 132, 310–324.
Clark, D. A., & Steer, R. A. (1996). Empirical status of the cognitive model of anxiety and depression. In P. M. Salkovskis (Ed.), Frontiers of cognitive therapy (pp. 75–96). New York, NY: Guilford Press.
Deldin, P. J., Keller, J., Gergen, J. A., & Miller, G. A. (2001). Cognitive bias and emotion in neuropsychological models of depression. Cognition and Emotion, 15, 787–802.
Denny, E. B., & Hunt, R. R. (1992). Affective valence and memory in depression: dissociation of recall and fragment completion. Journal of Abnormal Psychology, 101, 575–580.
Ellwart, T., Rinck, M., & Becker, E. S. (2003). Selective memory and memory deficits in depressed inpatients. Depression and Anxiety, 17, 197–206.
Everaert, J., Koster, E. H. W., & Derakshan, N. (2012). The combined cognitive bias hypothesis in depression. Clinical Psychology Review, 32, 413–424.
Gotlib, I. H., & Joormann, J. (2010). Cognition and depression: Current status and future directions. Annual Review of Clinical Psychology, 6, 285–312.
Hakamata, Y., Lissek, S., Bar-Haim, Y., Britton, J. C., Fox, N. A., Leibenluft, E., et al. (2010). Attention bias modification treatment: A meta-analysis toward the establishment of novel treatment for anxiety. Biological Psychiatry, 68, 982–990.
Hallion, L. S., & Ruscio, A. M. (2011). A meta-analysis of the effect of cognitive bias modification on anxiety and depression. Psychological Bulletin, 137, 940–958.
Hamilton, J. P., & Gotlib, I. H. (2008). Neural substrates of increased memory sensitivity for negative stimuli in major depression. Biological Psychiatry, 63, 1155–1162.
Harvey, P. O., Le Bastard, G., Pochon, J. B., Levy, R., Allilaire, J. F., Dubois, B., et al. (2004). Executive functions and updating of the contents of working memory in unipolar depression. Journal of Psychiatric Research, 38, 567–576.
Hertel, P. T., & Mathews, A. (2011). Cognitive bias modification: Past perspectives, current findings, and future applications. Perspectives on Psychological Science, 6, 521–536.
Hertel, P. T., Vasquez, E., Benbow, A., & Hughes, M. (2011). Recollection is impaired by the modification of interpretation bias. Journal of Abnormal Psychology, 120, 902–910.
Joormann, J., Hertel, P. T., LeMoult, J., & Gotlib, I. H. (2009). Training forgetting of negative material in depression. Journal of Abnormal Psychology, 118, 34–43.
Joormann, J., & Siemer, M. (2004). Memory accessibility, mood regulation, and dysphoria: Difficulties in repairing sad mood with happy memories? Journal of Abnormal Psychology, 113, 179–188.
MacLeod, C., Rutherford, E., Campbell, L., Ebsworthy, G., & Holker, L. (2002). Selective attention and emotional vulnerability: Assessing the causal basis of their association through the experimental manipulation of attentional bias. Journal of Abnormal Psychology, 111, 107–123.
Mathews, A., & Mackintosh, B. (2000). Induced emotional interpretation bias and anxiety. Journal of Abnormal Psychology, 109, 602–615.
Mathews, A., & MacLeod, C. (1994). Cognitive approaches to emotion and emotional disorders. Annual Review Psychology, 45, 25–50.
Mathews, A., & MacLeod, C. (2002). Induced processing biases have causal effects on anxiety. Cognition and Emotion, 16, 331–354.
Mathews, A., & MacLeod, C. (2005). Cognitive vulnerability to emotional disorders. Annual Review Clinical Psychologie, 1, 167–195.
Matt, G. E., Vazquez, C., & Campbell, W. K. (1992). Mood-congruent recall of affectively toned stimuli: A meta-analytic review. Clinical Psychology Review, 12, 227–255.
Osman, A., Downs, W. R., Barrios, F. X., Kopper, B. A., Gutierrez, P. M., & Chiros, C. E. (1997). Factor structure and psychometric characteristics of the Beck depression inventory—II. Journal of Psychopathology and Behavioral Assessment, 19, 359–375.
Peckham, A. D., McHugh, R. K., & Otto, M. W. (2010). A meta-analyses of the magnitude of biased attentional in depression. Depression and Anxiety, 27, 1135–1142.
Raven, J. C. (1958). Standard progressive matrices. London: H. K. Lewis.
Ridout, N., Noreen, A., & Johal, J. (2009). Memory for emotional faces in naturally occurring dysphoria and induced sadness. Behaviour Research and Therapy, 47, 851–860.
Rinck, M., & Becker, E. S. (2005). A comparison of attentional biases and memory biases in women with social phobia and major depression. Journal of Abnormal Psychology, 114, 62–74.
Salemink, E., Hertel, P., & Mackintosh, B. (2010). Interpretation training influences memory for prior interpretations. Emotion, 10, 903–907.
Stanley, M. A., & Maddux, J. E. (1986). Self-efficacy theory: Potential contributions to understanding cognition in depression. Journal of Social and Clinical Psychology, 4, 268–278.
Tamir, M., & Robinson, M. D. (2007). The happy spotlight: Positive mood and selective attention to rewarding information. Personality and Social Psychology Bulletin, 33, 1124–1136.
Tran, T., Hertel, P. T., & Joormann, J. (2011). Cognitive bias modification: Induced interpretive biases affect memory. Emotion, 11, 145–152.
van der Does, A. J. W. (2002). BDI-II-NL. Handleiding. De Nederlandse versie van de Beck depression inventory (2nd ed.). Lisse: Harcourt Test Publishers.
van Wingen, G. A., van Eijndhoven, P., Cremers, H. R., Tendolkar, I., Verkes, R. J., Buitelaar, J. K., et al. (2010). Neural state and trait bases of mood-incongruent memory formation and retrieval in first-episode major depression. Journal of Psychiatric Research, 44, 527–534.
Watkins, P. C., Mathews, A., Williamson, D. A., & Fuller, R. D. (1992). Mood-congruent memory in depression: Emotional priming or elaboration? Journal of Abnormal Psychology, 101, 581–586.
Wells, T. T., & Beevers, C. G. (2010). Biased attention and dysphoria: Manipulating selective attention reduces subsequent depressive symptoms. Cognition and Emotion, 24, 719–728.
Williams, J. M. G. (1996). Depression and the specificity of autobiographical memory. Remembering our past: Studies in autobiographical memory. New York, NY: Cambridge University Press.
Williams, J. M. G., Barnhofer, T., Crane, C., Hermans, D., Raes, F., Watkins, E., et al. (2007). Autobiographical memory specificity and emotional disorder. Psychological Bulletin, 133, 122–148.
Wilson, E. J., MacLeod, C., Mathews, A., & Rutherford, E. M. (2006). The causal role of interpretive bias in anxiety reactivity. Journal of Abnormal Psychology, 115, 103–111.
Acknowledgments
This research was supported by National Institute of Mental Health Grants MH59259 and MH74849 awarded to Ian H. Gotlib. We would like to thank the Stanford Mood and Anxiety Disorders Laboratory and the Behavioural Science Institute for its support.
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Vrijsen, J.N., Becker, E.S., Rinck, M. et al. Can Memory Bias be Modified? The Effects of an Explicit Cued-Recall Training in Two Independent Samples. Cogn Ther Res 38, 217–225 (2014). https://doi.org/10.1007/s10608-013-9563-y
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DOI: https://doi.org/10.1007/s10608-013-9563-y