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Attention, Perception, & Psychophysics

, Volume 81, Issue 3, pp 694–706 | Cite as

How state anxiety and attentional bias interact with each other: The moderating effect of cognitive appraisal

  • Jingyuan Liu
  • Kehan Shen
  • Hong LiEmail author
Article

Abstract

In the present study, we conducted four experiments to explore how state anxiety influences attentional bias, and vice versa, as well as the moderating effect of cognitive appraisal in this relationship. Experiment 1 focused on whether induced state anxiety could lead to attentional bias. Experiment 2 explored the influence of attentional bias on state anxiety under stressful conditions. Experiments 3 and 4 investigated the moderating effect of cognitive appraisal on the interaction between state anxiety and attentional bias. Our main findings were that state anxiety directly leads to attentional bias, whereas negative attentional bias increases state anxiety under stressful conditions. Moreover, cognitive appraisal moderates the influence of attentional bias on state anxiety, but not the reverse influence. The implications of our study are that it provides empirical evidence for the interaction between state anxiety and attentional bias, and also that it offers insight into the different moderating effects of cognitive appraisal on the relationship.

Keywords

State anxiety Attentional bias Cognitive appraisal Interaction Moderating effect 

Notes

Author note

We are grateful to Lisha Fu, Mo Luan, and Yin Shi for helpful feedback, and Aiping Shao, Lisha Fu, and Junjie Yu for assistance with data collection. The study was funded by the Shenzhen Science and Technology Plan Foundation [Grant No. JCYJ20170817161546744]. J.L., K.S., and H.L. declare that they have no conflicts of interest. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. No animal studies were carried out by the authors of this article, and informed consent was obtained from all participants included in the study. The datasets generated during and/or analyzed during the present study are available from the Mendeley Data [DOI:10.17632/rfs3ngkyky.1].

Supplementary material

13414_2018_1650_MOESM1_ESM.docx (21 kb)
ESM 1 (DOCX 21 kb)

References

  1. Bar-Haim, Y. (2010). Attention bias modification (ABM): A novel treatment for anxiety disorders. Journal of Child Psychology and Psychiatry, 51, 859–870.CrossRefGoogle Scholar
  2. Bar-Haim, Y., Lamy, D., Pergamin, L., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2007). Threat-related attentional bias in anxious and nonanxious individuals: A meta-analytic study. Psychological Bulletin, 133, 1–24.  https://doi.org/10.1037/0033-2909.133.1.1 CrossRefGoogle Scholar
  3. Barlow, D. H. (2001). Anxiety and its disorders: The nature and treatment of anxiety and panic (2nd ed.). New York, NY: Guilford Press.Google Scholar
  4. Barrett, L. F. (2006). Solving the emotion paradox: Categorization and the experience of emotion. Personality and Social Psychology Review, 10, 20–46.  https://doi.org/10.1207/s15327957pspr1001_2 CrossRefGoogle Scholar
  5. Beck, A. T. (1976). Cognitive therapy and the emotional disorders. New York, NY: International Universities Press.Google Scholar
  6. Beck, A. T. (1993). Cognitive therapy: Nature and relation to behavior therapy. Journal of Psychotherapy Practice and Research, 2, 342–356.Google Scholar
  7. Beck, A. T, & Clark, D. A. (1997). An information processing model of anxiety: Automatic and strategic processes. Behaviour Research and Therapy, 35, 49–58.CrossRefGoogle Scholar
  8. Carretié, L., Mercado, F., Hinojosa, J. A., Martín-Loeches, M., & Sotillo, M. (2004). Valence-related vigilance biases in anxiety studied through event-related potentials. Journal of Affective Disorders, 78, 119–130.CrossRefGoogle Scholar
  9. Dalgleish, T. (1994). The appraisal of threat and the process of selective attention in clinical and sub-clinical anxiety states I: Theoretical issues. Clinical Psychology & Psychotherapy, 1, 153–164.CrossRefGoogle Scholar
  10. Dennis, T. A., Chen, C. C., & McCandliss, B. D. (2010). Threat-related attentional biases: An analysis of three attention systems. Depression and Anxiety, 25, 1–10.CrossRefGoogle Scholar
  11. Derakshan, N., & Koster, E. H. (2010). Processing efficiency in anxiety: Evidence from eye-movements during visual search. Behaviour Research and Therapy, 48, 1180–1185.CrossRefGoogle Scholar
  12. Dresler, T., Mériau, K., Heekeren, H. R., & Meer, E. V. D. (2009). Emotional Stroop task: Effect of word arousal and subject anxiety on emotional interference. Psychological Research, 73, 364–371.CrossRefGoogle Scholar
  13. Ellis, A. (1971). Reason and emotion in the individual psychology of Adler. Journal of Individual Psychology, 27, 50–64.Google Scholar
  14. Elsesser, K., Heuschen, I., Pundt, I., & Sartory, G. (2006). Attentional bias and evoked heart-rate response in specific phobia. Cognition and Emotion, 20, 1092–1107.CrossRefGoogle Scholar
  15. Eysenck, M. W. (1992). Anxiety: The cognitive perspective. Hillsdale, NJ: Erlbaum.Google Scholar
  16. Eysenck, M. W. (1997). Anxiety and cognition: A unified theory. Hove, UK: Psychology Press.Google Scholar
  17. Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39, 175–191.  https://doi.org/10.3758/BF03193146 CrossRefGoogle Scholar
  18. Folkman, S., Lazarus, R. S., Dunkel-Schetter, C., Delongis, A., & Gruen, R. J. (1986). Dynamics of a stressful encounter: Cognitive appraisal, coping, and encounter outcomes. Journal of Personality and Social Psychology, 50, 992–1003.CrossRefGoogle Scholar
  19. Folkman, S., Lazarus, R. S., Gruen, R. J., & Delongis, A. (1986). Appraisal, coping, health status, and psychological symptoms. Journal of Personality and Social Psychology, 50, 571–579.CrossRefGoogle Scholar
  20. Fox, E., Russo, R., Bowles, R., & Dutton, K. (2001). Do threatening stimuli draw or hold visual attention in subclinical anxiety? Journal of Experimental Psychology: General, 130, 681–700.  https://doi.org/10.1037/0096-3445.130.4.681 CrossRefGoogle Scholar
  21. Fox, E., Zougkou, K., Ridgewell, A., & Garner, K. (2011). The serotonin transporter gene alters sensitivity to attention bias modification: Evidence for a plasticity gene. Biological Psychiatry, 70, 1049–1054.CrossRefGoogle Scholar
  22. Hakamata, Y., Lissek, S., Barhaim, Y., Britton, J. C., Fox, N. A., Leibenluft, E., ... Pine, D. S. (2010). Attention bias modification treatment: A meta-analysis toward the establishment of novel treatment for anxiety. Biological Psychiatry, 68, 982–990.Google Scholar
  23. Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Journal of Educational Measurement, 51, 335–337.Google Scholar
  24. Jamieson, J. P., Nock, M. K., & Mendes, W. B. (2012). Mind over matter: reappraising arousal improves cardiovascular and cognitive responses to stress. Journal of Experimental Psychology: General, 141, 417–422.CrossRefGoogle Scholar
  25. Kim, S. A., Kim, H., & Kim, S. H. (2016). Reappraisal modulates attentional bias to angry faces. Frontiers in Psychology, 7, 1841.Google Scholar
  26. Koster, E. H. W., Verschuere, B., Crombez, G., & Van Damme, S. (2005). Time-course of attention for threatening pictures in high and low trait anxiety. Behaviour Research and Therapy, 43, 1087–1098.  https://doi.org/10.1016/j.brat.2004.08.004 CrossRefGoogle Scholar
  27. MacLeod, C., & Mathews, A. (2012). Cognitive bias modification approaches to anxiety. Annual Review of Clinical Psychology, 8, 189–217.CrossRefGoogle Scholar
  28. Macleod, C., Mathews, A., & Tata, P. (1986). Attentional bias in emotional disorders. Journal of Abnormal Psychology, 95, 15–20.  https://doi.org/10.1037/0021-843X.95.1.15 CrossRefGoogle Scholar
  29. 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.CrossRefGoogle Scholar
  30. Mathews, A., & MacLeod, C. (2002). Induced processing biases have causal effects on anxiety. Cognition and Emotion, 16, 331–354.CrossRefGoogle Scholar
  31. Mauss, I. B., Cook, C. L., Cheng, J. Y. J., & Gross, J. J. (2007). Individual differences in cognitive reappraisal: Experiential and physiological responses to an anger provocation. International Journal of Psychophysiology, 66, 116–124.CrossRefGoogle Scholar
  32. McCormack, H. M., Horne, D. J. D., & Sheather, S. (1988). Clinical applications of visual analog scales—A critical review. Psychological Medicine, 18, 1007–1019.CrossRefGoogle Scholar
  33. Mogg, K., & Bradley, B. P. (1998). A cognitive-motivational analysis of anxiety. Behaviour Research and Therapy, 36, 809–848.CrossRefGoogle Scholar
  34. Mogg, K., Wilson, K. A., Hayward, C., Cunning, D., & Bradley, B. P. (2012). Attentional biases for threat in at-risk daughters and mothers with lifetime panic disorder. Journal of Abnormal Psychology, 121, 852–862.CrossRefGoogle Scholar
  35. Montorio, I., Nuevo, R., Cabrera, I., Marquez, M., & Izal, M. (2015). Differential effectiveness of two anxiety induction procedures in youth and older adult populations. Anales de Psicologia, 31, 28–36.Google Scholar
  36. Ononaiye, M. S. P., Turpin, G., & Reidy, J. G. (2007). Attentional bias in social anxiety: Manipulation of stimulus duration and social-evaluative anxiety. Cognitive Therapy and Research, 31, 727–740.CrossRefGoogle Scholar
  37. Peers, P. V., & Lawrence, A. D. (2009). Attentional control of emotional distraction in rapid serial visual presentation. Emotion, 9, 140–145.CrossRefGoogle Scholar
  38. Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40, 879–891.  https://doi.org/10.3758/BRM.40.3.879 CrossRefGoogle Scholar
  39. Salemink, E., Ma, V. D. H., & Kindt, M. (2007). Selective attention and threat: Quick orienting versus slow disengagement and two versions of the dot probe task. Behaviour Research and Therapy, 45, 607–615.CrossRefGoogle Scholar
  40. Shechner, T., Britton, J. C., Perez-Edgar, K., Bar-Haim, Y., Ernst, M., Fox, N. A., ... Pine, D. S. (2012). Attention biases, anxiety, and development: Toward or away from threats or rewards? Depression and Anxiety, 29, 282–294.Google Scholar
  41. Spielberger, C. D. (1971). Notes and comments trait-state anxiety and motor behavior. Journal of Motor Behavior, 3, 265–279.CrossRefGoogle Scholar
  42. Teachman, B. A. (2005). Information processing and anxiety sensitivity: Cognitive vulnerability to panic reflected in interpretation and memory biases. Cognitive Therapy and Research, 29, 479–499.CrossRefGoogle Scholar
  43. Van Bockstaele, B., Verschuere, B., Tibboel, H., De Houwer, J., Crombez, G., & Koster, E. H. W. (2014). A review of current evidence for the causal impact of attentional bias on fear and anxiety. Psychological Bulletin, 140, 682–721.CrossRefGoogle Scholar
  44. Velten, E., Jr. (1968). A laboratory task for induction of mood states. Behaviour Research and Therapy, 6, 473–482.CrossRefGoogle Scholar
  45. Webb, T. L., Ononaiye, M. S., Sheeran, P., Reidy, J. G., & Lavda, A. (2010). Using implementation intentions to overcome the effects of social anxiety on attention and appraisals of performance. Personality and Social Psychology Bulletin, 36, 612–627.CrossRefGoogle Scholar
  46. Williams, J. M. G., Watts, F. N., MacLeod, C., & Mathews, A. (1997). Cognitive psychology and the emotional disorders (2nd ed.). New York, NY: Wiley.Google Scholar

Copyright information

© The Psychonomic Society, Inc. 2019

Authors and Affiliations

  1. 1.Department of PsychologyTsinghua UniversityBeijingChina
  2. 2.Department of Educational PsychologyUniversity of KansasLawrenceUSA

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