Can't Look Away: An Eye-Tracking Based Attentional Disengagement Training for Depression

Gina R A Ferrari, Martin Möbius, Amras van Opdorp, Eni S Becker, Mike Rinck, Gina R A Ferrari, Martin Möbius, Amras van Opdorp, Eni S Becker, Mike Rinck

Abstract

To address shortcomings of purely reaction-time based attentional bias modification (ABM) paradigms, we developed an ABM task that is controlled by eye-tracking. This task allows to assess and train both disengagement from negative pictures and maintained attention to positive pictures. As a proof-of-principle study with an unselected student sample, this positive training (PT; N = 44) was compared to a negative training (NT; N = 42), which reinforced the opposite attentional pattern. Importantly, training trials were completed only if participants performed the correct gaze patterns. Results showed that higher depression levels were associated with slower disengagement from negative stimuli at baseline. As expected, the PT induced longer fixations on positive pictures and faster disengagement from negative pictures. The NT showed no changes in attentional processes. The groups did not differ in mood reactivity and recovery from a stressor. Advantages of using eye-tracking in ABM and potential applications of the training are discussed.

Keywords: Attentional bias modification; Attentional disengagement; Depression; Eye-tracking; Stress.

Conflict of interest statement

Compliance with Ethical StandardsConflict of InterestGina R. A. Ferrari, Martin Möbius, Amras van Opdorp, Eni S. Becker, and Mike Rinck declare that they have no conflict of interest.Informed ConsentAll procedures performed in the study involving human participants were in accordance with the ethical standards of the institutional research committee of the Behavioural Science Institute of Radboud University, Nijmegen, the Netherlands, and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.Animal RightsNo animal studies were carried out by the authors for this article.

Figures

Fig. 1
Fig. 1
Schematic overview of the task design. On each trial of the Positive Training (PT), a fixation cross is presented. Upon fixation (500 ms), two negative and two positive pictures appear. a On negative (PT: disengagement) trials, participants have to disengage their attention from the fixated negative picture and fixate one of the two positive pictures. b On positive (PT: maintained attention) trials, attention has to be maintained at the fixated positive picture or at the other positive picture. a, b Upon fixation of a positive picture for 1000 ms, all pictures disappear and an arrow replaces the fixated picture. Participants respond to arrow direction by pressing a key. The arrow then disappears and a new trial starts. During the Negative Training (NT) not shown here, exactly the opposite attentional patterns are reinforced. c The free viewing task (assessment) is similar to the training, however, all trials last 3000 ms and no probe is presented. Note. This figure contains sample images, which have not been used in the current study. All images were obtained from Flickr and were published under a Creative Commons license. The formats of the images were slightly adapted for this figure. Credits: top left, Joe deSousa, CC0 1.0; top right, West Point—The U.S. Military Academy, CC BY 2.0; bottom left, Steven Depolo, CC BY 2.0; bottom right, bettyx1138, CC BY 2.0. For license terms see, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/); CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/)

References

    1. Amir N, Weber G, Beard C, Bomyea J, Taylor CT. 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(4):860–868. doi: 10.1037/a0013445.
    1. Armstrong, T., & Olatunji, B. O. (2009). What they see is what you get: Eye tracking of attention in the anxiety disorders. Psychological Science Agenda,23, 3.
    1. Armstrong T, Olatunji BO. Eye tracking of attention in the affective disorders: A meta-analytic review and synthesis. Clinical Psychology Review. 2012;32(8):704–723. doi: 10.1016/j.cpr.2012.09.004.
    1. Beck AT. Cognitive therapy and the emotional disorders. New York: International University Press; 1976.
    1. Beck AT. Cognitive models of depression. Journal of Cognitive Psychotherapy. 1987;1:5–37.
    1. Beck AT, Steer R, Brown G. Beck depression inventory-II. San Antonio. San Antonio, TX: Psychological Corporation; 1996.
    1. Becker ES, Ferentzi H, Ferrari G, Möbius M, Brugman S, Custers J, Rinck M. Always approach the bright side of life: A general positivity training reduces stress reactions in vulnerable individuals. Cognitive Therapy and Research. 2016;40(1):57–71. doi: 10.1007/s10608-015-9716-2.
    1. Bradley BP, Mogg K, Millar NH. Covert and overt orienting of attention to emotional faces in anxiety. Cognition and Emotion. 2010;14(6):789–808. doi: 10.1080/02699930050156636.
    1. Brown HM, Eley TC, Broeren S, MacLeod C, Rinck M, Hadwin JA, Lester KJ. Psychometric properties of reaction time based experimental paradigms measuring anxiety-related information-processing biases in children. Journal of Anxiety Disorders. 2014;28(1):97–107. doi: 10.1016/j.janxdis.2013.11.004.
    1. Browning M, Holmes EA, Charles M, Cowen PJ, Harmer CJ. Using attentional bias modification as a cognitive vaccine against depression. Biological Psychiatry. 2012;72(7):572–579. doi: 10.1016/j.biopsych.2012.04.014.
    1. Caseras X, Garner M, Bradley BP, Mogg K. Biases in visual orienting to negative and positive scenes in dysphoria: An eye movement study. Journal of Abnormal Psychology. 2007;116(3):491–497. doi: 10.1037/0021-843X.116.3.491.
    1. Cisler JM, Koster EHW. Mechanisms of attentional biases towards threat in anxiety disorders: An integrative review. Clinical Psychology Review. 2010;30(2):203–216. doi: 10.1016/j.cpr.2009.11.003.
    1. Clarke PJF, Notebaert L, MacLeod C. Absence of evidence or evidence of absence: Reflecting on therapeutic implementations of attentional bias modification. BMC Psychiatry. 2014;14:8. doi: 10.1186/1471-244X-14-8.
    1. Cristea IA, Kok RN, Cuijpers P. Efficacy of cognitive bias modification interventions in anxiety and depression: Meta-analysis. The British Journal of Psychiatry. 2015;206(1):7–16. doi: 10.1192/bjp.bp.114.146761.
    1. De Raedt R, Koster EHW. Understanding vulnerability for depression from a cognitive neuroscience perspective: A reappraisal of attentional factors and a new conceptual framework. Cognitive, Affective & Behavioral Neuroscience. 2010;10(1):50–70. doi: 10.3758/CABN.10.1.50.
    1. Eizenman M, Yu LH, Grupp L, Eizenman E, Ellenbogen M, Gemar M, Levitan RD. A naturalistic visual scanning approach to assess selective attention in major depressive disorder. Psychiatry Research. 2003;118(2):117–128. doi: 10.1016/S0165-1781(03)00068-4.
    1. Ellis AJ, Beevers CG, Wells TT. Attention allocation and incidental recognition of emotional information in dysphoria. Cognitive Therapy and Research. 2010;35(5):425–433. doi: 10.1007/s10608-010-9305-3.
    1. Ferrari, G., Möbius, M., Becker, E. S., & Rinck, M. (2012). Working mechanism of the general positivity training: Effects on self-report and physiological measures. Unpublished manuscript, Behavioural Science Institute, Nijmegen.
    1. Fox E, Russo R, Dutton K. Attentional bias for threat: Evidence for delayed disengagement from emotional faces. Cognition and Emotion. 2002;16:355–379. doi: 10.1080/02699930143000527.
    1. Gotlib IH, Joormann J. Cognition and depression: Current status and future directions. Annual Review of Clinical Psychology. 2010;6:285–312. doi: 10.1146/annurev.clinpsy.121208.131305.
    1. Joormann J, D’Avanzato C. Emotion regulation in depression: Examining the role of cognitive processes. Cognition and Emotion. 2010;24(6):913–939. doi: 10.1080/02699931003784939.
    1. Kellough JL, Beevers CG, Ellis AJ, Wells TT. Time course of selective attention in clinically depressed young adults: An eye tracking study. Behaviour Research and Therapy. 2008;46(11):1238–1243. doi: 10.1016/j.brat.2008.07.004.
    1. Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (2005). International affective picture system (IAPS): Instruction manual and affective ratings.Technical Report A-6. Gainesville: University of Florida.
    1. Leyman L, De Raedt R, Schacht R, Koster EHW. Attentional biases for angry faces in unipolar depression. Psychological Medicine. 2007;37(3):393–402. doi: 10.1017/S003329170600910X.
    1. MacLeod C, Rutherford E, Campbell L, Ebsworthy 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(1):107–123. doi: 10.1037/0021-843X.111.1.107.
    1. Marchewka A, Zurawski Ł, Jednoróg K, Grabowska A. The Nencki Affective Picture System (NAPS): Introduction to a novel, standardized, wide-range, high-quality, realistic picture database. Behavior Research Methods. 2014;46(2):596–610. doi: 10.3758/s13428-013-0379-1.
    1. Mogg K, Bradley B. A cognitive-motivational analysis of anxiety. Behaviour Research and Therapy. 1998;36:809–848. doi: 10.1016/S0005-7967(98)00063-1.
    1. Mogoaşe C, David D, Koster EHW. Clinical efficacy of attentional bias modification procedures: An updated meta-analysis. Journal of Clinical Psychology. 2014;70(12):1133–1157. doi: 10.1002/jclp.22081.
    1. Notebaert L, Clarke PJF, Grafton B, MacLeod C. Validation of a novel attentional bias modification task: The future may be in the cards. Behaviour Research and Therapy. 2015;65:93–100. doi: 10.1016/j.brat.2014.12.007.
    1. Peckham AD, McHugh RK, Otto MW. A meta-analysis of the magnitude of biased attention in depression. Depression and Anxiety. 2010;27(12):1135–1142. doi: 10.1002/da.20755.
    1. Rozin P, Royzman EB. Negativity bias, negativity dominance, and contagion. Personality and Social Psychology Review. 2001;5(4):296–320. doi: 10.1207/S15327957PSPR0504_2.
    1. Rubenking B, Lang A. Captivated and grossed out: An examination of processing core and sociomoral disgusts in entertainment media. Journal of Communication. 2014;64(3):543–565. doi: 10.1111/jcom.12094.
    1. Sanchez A, Vazquez C, Marker C, LeMoult J, Joormann J. Attentional disengagement predicts stress recovery in depression: An eye-tracking study. Journal of Abnormal Psychology. 2013;122(2):303–313. doi: 10.1037/a0031529.
    1. Schmukle SC. Unreliability of the dot probe task. European Journal of Personality. 2005;19(7):595–605. doi: 10.1002/per.554.
    1. Schofield CA, Johnson AL, Inhoff AW, Coles ME. Social anxiety and difficulty disengaging threat: Evidence from eye-tracking. Cognition and Emotion. 2012;26(2):300–311. doi: 10.1080/02699931.2011.602050.
    1. Sears CR, Thomas CL, LeHuquet JM, Johnson JCS. Attentional biases in dysphoria: An eye-tracking study of the allocation and disengagement of attention. Cognition and Emotion. 2010;24(8):1349–1368. doi: 10.1080/02699930903399319.
    1. Spielberger CD. State-Trait anxiety inventory: Bibliography. 2. Palo Alto, CA: Consulting Psychologists Press; 1989.
    1. Staugaard SR. Reliability of two versions of the dot-probe task using photographic faces. Psychology Science Quarterly. 2009;51:339–350.
    1. Teasdale JD. Cognitive vulnerability to persistent depression. Cognition and Emotion. 1988;2(3):247–274. doi: 10.1080/02699938808410927.
    1. Tsumura H, Shimada H, Nomura K, Sugaya N, Suzuki K. The effects of attention retraining on depressive mood and cortisol responses to depression-related stimuli. Japanese Psychological Research. 2012;54(4):400–411. doi: 10.1111/j.1468-5884.2012.00523.x.
    1. Vogt J, De Houwer J, Koster EHW, Van Damme S, Crombez G. Allocation of spatial attention to emotional stimuli depends upon arousal and not valence. Emotion. 2008;8(6):880–885. doi: 10.1037/a0013981.
    1. Waechter S, Stolz JA. Trait anxiety, state anxiety, and attentional bias to threat: Assessing the psychometric properties of response time measures. Cognitive Therapy and Research. 2015;39(4):441–458. doi: 10.1007/s10608-015-9670-z.
    1. Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology. 1988;54(6):1063–1070. doi: 10.1037/0022-3514.54.6.1063.
    1. Wells TT, Beevers CG. Biased attention and dysphoria: Manipulating selective attention reduces subsequent depressive symptoms. Cognition and Emotion. 2010;24(4):719–728. doi: 10.1080/02699930802652388.
    1. Yang, W., Ding, Z., Dai, T., Peng, F., & Zhang, J. (2014). Attention Bias Modification training in individuals with depressive symptoms: A randomized controlled trial. Journal of Behavior Therapy and Experimental Psychiatry. Retrieved from .

Source: PubMed

3
Subscribe