Skip to main content
Log in

The influence of certainty and probability on emotional and behavioral reactions within weather anxiety

  • Published:
Current Psychology Aims and scope Submit manuscript

Abstract

With the climate continually changing, the interaction between weather and mental health is expected to grow. Weather anxiety and its associated safety behaviors are common experiences that can reach distressing, debilitating, and clinically significant levels. Models of anxiety disorders suggest that cognitive and perceptual biases related to threat probability often contribute to and maintain anxiety, yet this has not been investigated within weather anxiety or its associated safety behaviors. The current study aimed to investigate the effects of severe weather probabilities across visual and written modalities on anxiety, worry, and safety behaviors in those with elevated weather anxiety and safety behavior use. Participants were shown three images and three texts that displayed lower, medium, and higher risk probabilities for severe weather and were asked to rate anxiety, worry, and safety behaviors in response to each level of probability. Results suggested that those with increased weather-related anxiety and safety behaviors displayed less flexibility in anxiety and expected safety behavior use across varying levels of threat probability, relative to those lower in anxiety and safety behavior use. These results support the application of cognitive biases as potential maintenance factors of weather anxiety, a condition that has a significant lack of investigation. Clinical implications and limitations are discussed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Material and code availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  • Abado, E., Aue, T., & Okon-Singer, H. (2021). Cognitive biases in blood-injection-injury phobia: A review. Frontiers in Psychiatry, 12, 678891.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ash, K. D., Schumann, I. I. I., R. L., & Bowser, G. C. (2014). Tornado warning trade-offs: Evaluating choices for visually communicating risk. Weather Climate and Society, 6(1), 104–118.

    Article  Google Scholar 

  • Bradley, M. M., Codispoti, M., Cuthbert, B. N., & Lang, P. J. (2001). Emotion and motivation I: Defensive and appetitive reactions in picture processing. Emotion, 1(3), 276.

    Article  PubMed  Google Scholar 

  • Browning, M., Behrens, T. E., Jocham, G., O’reilly, J. X., & Bishop, S. J. (2015). Anxious individuals have difficulty learning the causal statistics of aversive environments. Nature Neuroscience, 18(4), 590–596.

    Article  PubMed  PubMed Central  Google Scholar 

  • Calamaras, M. R., Tully, E. C., Tone, E. B., Price, M., & Anderson, P. L. (2015). Evaluating changes in judgmental biases as mechanisms of cognitive-behavioral therapy for social anxiety disorder. Behaviour Research and Therapy, 71, 139–149.

    Article  PubMed  PubMed Central  Google Scholar 

  • Casteel, M. A. (2016). Communicating increased risk: An empirical investigation of the National Weather Service’s impact-based warnings. Weather Climate and Society, 8(3), 219–232.

    Article  Google Scholar 

  • Chen, J., Short, M., & Kemps, E. (2020). Interpretation bias in social anxiety: A systematic review and meta-analysis. Journal of Affective Disorders, 276, 1119–1130.

    Article  PubMed  Google Scholar 

  • Chin, B., Nelson, B. D., Jackson, F., & Hajcak, G. (2016). Intolerance of uncertainty and startle potentiation in relation to different threat reinforcement rates. International Journal of Psychophysiology, 99, 79–84.

    Article  PubMed  Google Scholar 

  • Clark, L. A., & Watson, D. (2006). Distress and fear disorders: An alternative empirically based taxonomy of the ‘mood’ and ‘anxiety’ disorders. The British Journal of Psychiatry, 189(6), 481–483.

    Article  PubMed  Google Scholar 

  • Coleman, J. S., Newby, K. D., Multon, K. D., & Taylor, C. L. (2014). Weathering the storm: Revisiting severe-weather phobia. Bulletin of the American Meteorological Society, 95(8), 1179–1183.

    Article  Google Scholar 

  • Dieterich, R., Endrass, T., & Kathmann, N. (2016). Uncertainty is associated with increased selective attention and sustained stimulus processing. Cognitive Affective & Behavioral Neuroscience, 16(3), 447–456.

    Article  Google Scholar 

  • Foa, E. B., Huppert, J. D., & Cahill, S. P. (2006). Emotional processing theory: An update. In B. O. Rothbaum (Ed.), Pathological anxiety: Emotional processing in etiology and treatment (pp. 3–24). The Guilford.

    Google Scholar 

  • Gorka, S. M., Lieberman, L., Klumpp, H., Kinney, K. L., Kennedy, A. E., Ajilore, O., Francis, J., Duffecy, J., Craske, M. G., Nathan, J., Langenecker, S., Shankman, S. A., & Phan, K. L. (2017). Reactivity to unpredictable threat as a treatment target for fear-based anxiety disorders. Psychological Medicine, 47(14), 2450–2460.

    Article  PubMed  Google Scholar 

  • Grillon, C. (2008). Models and mechanisms of anxiety: Evidence from startle studies. Psychopharmacology (Berl), 199(3), 421–437.

    Article  PubMed  Google Scholar 

  • Grupe, D. W., & Nitschke, J. B. (2013). Uncertainty and anticipation in anxiety: An integrated neurobiological and psychological perspective. Nature Reviews Neuroscience, 14(7), 488–501.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hyde, J., Ryan, K. M., & Waters, A. M. (2019). Psychophysiological markers of fear and anxiety. Current Psychiatry Reports, 21(7), 1–10.

    Article  Google Scholar 

  • Jacoby, R. J., Abramowitz, J. S., Buck, B. E., & Fabricant, L. E. (2014). How is the beads task related to intolerance of uncertainty in anxiety disorders? Journal of Anxiety Disorders, 28(6), 495–503.

    Article  PubMed  Google Scholar 

  • Kraft, J. D., & Grant, D. M. (2023). Attention biases in severe weather anxiety: A behavioral and ERP study. Psychology & Neuroscience, 16(1), 1–18.

    Article  Google Scholar 

  • Krause, K. L., MacDonald, E. M., Goodwill, A. M., Vorstenbosch, V., & Antony, M. M. (2018). Assessing safety behaviors in fear of storms: Validation of the storm-related safety behavior scale. Journal of Psychopathology and Behavioral Assessment, 40(1), 139–148.

    Article  Google Scholar 

  • Krishnamurthy, V. (2019). Predictability of weather and climate. Earth and Space Science, 6(7), 1043–1056.

    Article  PubMed  Google Scholar 

  • Liddell, A., & Lyons, M. (1978). Thunderstorm phobias. Behaviour Research and Therapy, 16(4), 306–308.

    Article  PubMed  Google Scholar 

  • Lissek, S., Kaczkurkin, A. N., Rabin, S., Geraci, M., Pine, D. S., & Grillon, C. (2014). Generalized anxiety disorder is associated with overgeneralization of classically conditioned fear. Biological Psychiatry, 75(11), 909–915.

    Article  PubMed  Google Scholar 

  • Llera, S. J., & Newman, M. G. (2014). Rethinking the role of worry in generalized anxiety disorder: Evidence supporting a model of emotional contrast avoidance. Behavior Therapy, 45(3), 283–299.

    Article  PubMed  Google Scholar 

  • MacLeod, C., & Rutherford, E. M. (1992). Anxiety and the selective processing of emotional information: Mediating roles of awareness, trait and state variables, and personal relevance of stimu. Behaviour Research and Therapy, 30(5), 479–491.

    Article  PubMed  Google Scholar 

  • Mavromoustakos, E., Clark, G. I., & Rock, A. J. (2016). Evaluating perceived probability of threat-relevant outcomes and temporal orientation in flying phobia. PloS One, 11(8), e0161272.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mogg, K., Bradley, B. P., Williams, R., & Mathews, A. (1993). Subliminal processing of emotional information in anxiety and depression. Journal of Abnormal Psychology, 102(2), 304.

    Article  PubMed  Google Scholar 

  • Morss, R. E., Demuth, J. L., & Lazo, J. K. (2008). Communicating uncertainty in weather forecasts: A survey of the US public. Weather and Forecasting, 23(5), 974–991.

    Article  Google Scholar 

  • Pishyar, R., Harris, L. M., & Menzies, R. G. (2004). Attentional bias for words and faces in social anxiety. Anxiety Stress & Coping, 17(1), 23–36.

    Article  Google Scholar 

  • Reinholdt-Dunne, M. L., Mogg, K., & Bradley, B. P. (2009). Effects of anxiety and attention control on processing pictorial and linguistic emotional information. Behaviour Research and Therapy, 47(5), 410–417.

    Article  PubMed  Google Scholar 

  • Reuman, L., Jacoby, R. J., Fabricant, L. E., Herring, B., & Abramowitz, J. S. (2015). Uncertainty as an anxiety cue at high and low levels of threat. Journal of Behavior Therapy and Experimental Psychiatry, 47, 111–119.

    Article  PubMed  Google Scholar 

  • Ring, P., & Kaernbach, C. (2015). Sensitivity towards fear of electric shock in passive threat situations. PLOS ONE, 10(3), e0120989.

    Article  PubMed  PubMed Central  Google Scholar 

  • Smits, J. A. J., Julian, K., Rosenfield, D., & Powers, M. B. (2012). Threat reappraisal as a mediator of symptom change in cognitive-behavioral treatment of anxiety disorders: A systematic review. Journal of Consulting and Clinical Psychology, 80(4), 624–635.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tanovic, E., Pruessner, L., Joormann, J., & Cognitive. (2018). Attention and anticipation in response to varying levels of uncertain threat: An ERP study. Affective & Behavioral Neuroscience, 18(6), 1207–1220.

    Article  Google Scholar 

  • Taylor, D. L., Grant, D. M., Frosio, K. E., Kraft, J. D., Nagel, K. M., Deros, D. E., & White, E. J. (2020). Neural indices of orienting, discrimination, and conflict monitoring after contextual fear and safety learning. Cognitive, Affective, & Behavioral Neuroscience, 20(5), 917–927.

    Article  Google Scholar 

  • Wang, A. G. (2000). Storm phobia: A North Atlantic phenomenon. Nordic Journal of Psychiatry, 54(1), 67–68.

    Article  Google Scholar 

  • Westefeld, J. S. (1996). Severe weather phobia: An exploratory study. Journal of Clinical Psychology, 52(5), 509–515.

    Article  PubMed  Google Scholar 

  • Westefeld, J. S., Less, A., Ansley, T., & Yi, H. S. (2006). Severe-weather phobia. Bulletin of the American Meteorological Society, 87(6), 747–750.

    Article  Google Scholar 

  • Wiemer, J., Mühlberger, A., & Pauli, P. (2014). Illusory correlations between neutral and aversive stimuli can be induced by outcome aversiveness. Cognition & Emotion, 28(2), 193–207.

    Article  Google Scholar 

  • Wuebbles, D. J., Kunkel, K., Wehner, M., & Zobel, Z. (2014). Severe weather in United States under a changing climate. Eos, Transactions American Geophysical Union, 95(18), 149–150.

    Article  Google Scholar 

Download references

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Jacob D. Kraft and DeMond M. Grant. The first draft of the manuscript was written by Jacob D. Kraft and all authors provided revisions and edits. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Jacob D. Kraft.

Ethics declarations

Ethics approval

This study was performed in line with the principles of the Declaration of Helsinki and was approval was granted by the Ethics Committee of Oklahoma State University.

Consent

Informed consent was obtained from all individual participants included in the study.

Competing interests

Authors have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kraft, J.D., Hahn, B.J., Deros, D.E. et al. The influence of certainty and probability on emotional and behavioral reactions within weather anxiety. Curr Psychol (2024). https://doi.org/10.1007/s12144-024-06084-4

Download citation

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12144-024-06084-4

Keywords

Navigation