Nothing is safe: Intolerance of uncertainty is associated with compromised fear extinction learning
Open accessAbstract
Extinction-resistant fear is considered to be a central feature of pathological anxiety. Here we sought to determine if individual differences in Intolerance of Uncertainty (IU), a potential risk factor for anxiety disorders, underlies compromised fear extinction. We tested this hypothesis by recording electrodermal activity in 38 healthy participants during fear acquisition and extinction. We assessed the temporality of fear extinction, by examining early and late extinction learning. During early extinction, low IU was associated with larger skin conductance responses to learned threat vs. safety cues, whereas high IU was associated with skin conductance responding to both threat and safety cues, but no cue discrimination. During late extinction, low IU showed no difference in skin conductance between learned threat and safety cues, whilst high IU predicted continued fear expression to learned threat, indexed by larger skin conductance to threat vs. safety cues. These findings suggest a critical role of uncertainty-based mechanisms in the maintenance of learned fear.
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People high in intolerance of uncertainty do not discriminate between threat and safety cues during fear acquisition.
“Two recent studies have demonstrated that individuals with high intolerance of uncertainty do not discriminate between threat and safety cues during fear acquisition and have slower fear extinction than those with low intolerance of uncertainty (Morriss, Macdonald, & van Reekum, 2016; Morriss, Christakou, & van Reekum, 2016).”
From Enhancing Inhibitory Learning: The Utility of Variability in Exposure (2019) · cites this paper as Morriss, Christakou, & van Reekum, 2016
The Discussion reports no evidence that intolerance of uncertainty predicted differential responses to threat and safety cues during fear acquisition. It says high-IU individuals did not generalize fear to safety cues during acquisition under the study’s 100% reinforcement schedule; the reported generalization occurred during extinction, not acquisition. (LLM, conf=0.91)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredThe majority of studies have found specificity of IU over other self-reported anxiety measures in predicting differences in SCR during threat extinction training.
“The majority of studies have found specificity of IU over other self-reported anxiety measures in predicting 1) differences in SCR to both learned threat and safety during early trials, 2) greater SCR to learned threat cues versus safety cues during late trials (36,37), or 3) greater SCR to learned threat cues across all trials (15,35).”
From I Doubt It Is Safe: A Meta-analysis of Self-reported Intolerance of Uncertainty and Threat Extinction Training (2021) · cites this paper as [37]
The Results (SCR magnitude) explicitly report no specificity of IU over the other anxiety measures for the early or late learned-threat-versus-safety SCR differences. The paper finds IU specificity only for the change in responses to safety cues from early to late extinction. Thus, although it reports IU-related SCR differences, it does not support the claimed specificity for those early- or late-trial comparisons. (LLM, conf=0.87)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredIntolerance of uncertainty may influence fear learning and fear extinction.
“Intolerance of uncertainty may affect fear learning and fear extinction.”
From Enhancing Inhibitory Learning: The Utility of Variability in Exposure (2019) · cites this paper as Morriss, Christakou, & van Reekum, 2016
The Discussion reports that higher intolerance of uncertainty predicted greater fear expression during extinction, supporting the fear-extinction part of the claim. It also says the study found no evidence that intolerance of uncertainty predicted differential responses during fear acquisition and calls for further work on conditioned-fear acquisition. Thus, an effect on initial fear learning is not established by this paper. (LLM, conf=0.86)
Experimental — accuracy not yet measuredPeople high in intolerance of uncertainty show slower fear extinction than people low in intolerance of uncertainty.
“Two recent studies have demonstrated that individuals with high intolerance of uncertainty do not discriminate between threat and safety cues during fear acquisition and have slower fear extinction than those with low intolerance of uncertainty (Morriss, Macdonald, & van Reekum, 2016; Morriss, Christakou, & van Reekum, 2016).”
From Enhancing Inhibitory Learning: The Utility of Variability in Exposure (2019) · cites this paper as Morriss, Christakou, & van Reekum, 2016
A few previous studies observed differences in SCR to both learned threat and safety cues during the early trials of threat extinction training.
“In previous research, a few studies observed differences in SCR to both learned threat and safety cues during the early trials of threat extinction training (36,37).”
From I Doubt It Is Safe: A Meta-analysis of Self-reported Intolerance of Uncertainty and Threat Extinction Training (2021) · cites this paper as [37]
The original studies that found a relationship between IU and early extinction used a 100% reinforcement rate during acquisition, where the change in contingencies between acquisition and extinction are more obvious.
“Notably, the original studies that found a relationship between IU and early extinction used a 100% reinforcement rate during acquisition (36,37), where the change in contingencies between acquisition and extinction are more obvious.”
From I Doubt It Is Safe: A Meta-analysis of Self-reported Intolerance of Uncertainty and Threat Extinction Training (2021) · cites this paper as [37]
The same experimental design has previously been shown to successfully evoke concomitant threat extinction psychophysiology and brain activation in adult populations.
“We have previously shown the same experimental design to successfully evoke concomitant threat extinction psychophysiology and brain activation in adult populations41,44, similar to other labs using 100% reinforcement45.”
From Multimodal evidence for delayed threat extinction learning in adolescence and young adulthood (2019) · cites this paper as [44]
The conditioning task was identical to those used in previous studies.
“The conditioning task was identical to those used in previous studies41,42,44.”
From Multimodal evidence for delayed threat extinction learning in adolescence and young adulthood (2019) · cites this paper as [44]
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Cites
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Development and validation of the Penn State Worry Questionnaire
Meyer, T. J., Miller, M. L., Metzger, R. L., & Borkovec, T. D. (1990) · Behaviour Research and Therapy · doi:10.1016/0005-7967(90)90135-6 · Cited by 5,099 · see citing works
Neurons in medial prefrontal cortex signal memory for fear extinction
Milad, M. R., & Quirk, G. J. (2002) · Nature · doi:10.1038/nature01138 · Cited by 1,836 · see citing works
Effects of an expanding-spaced vs massed exposure schedule on fear reduction and return of fear
Rowe, M. K., & Craske, M. G. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)10016-x · Cited by 1,778 · see citing works
Phelps, E. A., Delgado, M. R., Nearing, K. I., & LeDoux, J. E. (2004) · Neuron · doi:10.1016/j.neuron.2004.08.042 · Cited by 1,753 · see citing works
Fear Extinction as a Model for Translational Neuroscience: Ten Years of Progress
Milad, M. R., & Quirk, G. J. (2012) · Annual Review of Psychology · doi:10.1146/annurev.psych.121208.131631 · Cited by 1,466 · see citing works
LaBar, K. S., Gatenby, J. C., Gore, J. C., LeDoux, J. E., & Phelps, E. A. (1998) · Neuron · doi:10.1016/s0896-6273(00)80475-4 · Cited by 1,402 · see citing works
The intolerance of uncertainty scale: psychometric properties of the English version
Buhr, K., & Dugas, M. J. (2002) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(01)00092-4 · Cited by 1,391 · see citing works
Neurobiological Basis of Failure to Recall Extinction Memory in Posttraumatic Stress Disorder
Milad, M. R., Pitman, R. K., Ellis, C. B., Gold, A. L., Shin, L. M., Lasko, N. B., Zeidan, M. A., Handwerger, K., Orr, S. P., & Rauch, S. L. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.06.026 · Cited by 1,339 · see citing works
The Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology.
Mauss, I. B., Levenson, R. W., McCarter, L., Wilhelm, F. H., & Gross, J. J. (2005) · Emotion · doi:10.1037/1528-3542.5.2.175 · Cited by 1,201 · see citing works
Classical fear-conditioning in the anxiety disorders: a meta-analysis
Lissek, S., Powers, A. S., McClure, E. B., Phelps, E. A., Woldehawariat, G., Grillon, C., & Pine, D. S. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.10.007 · Cited by 1,034 · see citing works
Brain systems mediating aversive conditioning: an event-related fMRI study
Büchel, C., Morris, J., Dolan, R. J., & Friston, K. J. (1998) · Neuron · doi:10.1016/s0896-6273(00)80476-6 · Cited by 951 · see citing works
Duits, P., Cath, D. C., Lissek, S., Hox, J. J., Hamm, A. O., Engelhard, I. M., van den Hout, M. A., & Baas, J. M. P. (2015) · Depression and Anxiety · doi:10.1002/da.22353 · Cited by 726 · see citing works
Neural circuitry underlying the regulation of conditioned fear and its relation to extinction
Delgado, M. R., Nearing, K. I., LeDoux, J. E., & Phelps, E. A. (2008) · Neuron · doi:10.1016/j.neuron.2008.06.029 · Cited by 716 · see citing works
Gentes, E. L., & Ruscio, A. M. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2011.05.001 · Cited by 601 · see citing works
Presence and acquired origin of reduced recall for fear extinction in PTSD: Results of a twin study
Milad, M. R., Orr, S. P., Lasko, N. B., Chang, Y., Rauch, S. L., & Pitman, R. K. (2008) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2008.01.017 · Cited by 512 · see citing works
Blechert, J., Michael, T., Vriends, N., Margraf, J., & Wilhelm, F. H. (2007) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.02.012 · Cited by 479 · see citing works
McEvoy, P. M., & Mahoney, A. E. J. (2012) · Behavior Therapy · doi:10.1016/j.beth.2011.02.007 · Cited by 468 · see citing works
Mineka, S., & Oehlberg, K. A. (2008) · Acta Psychologica · doi:10.1016/j.actpsy.2007.11.007 · Cited by 406 · see citing works
Hofmann, S. G. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2007.04.009 · Cited by 397 · see citing works
The Study of Fear Extinction: Implications for Anxiety Disorders
Graham, B. M., & Milad, M. R. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11040557 · Cited by 387 · see citing works
Fear-Conditioning Mechanisms Associated with Trait Vulnerability to Anxiety in Humans
Indovina, I., Robbins, T. W., Núñez-Elizalde, A. O., Dunn, B. D., & Bishop, S. J. (2011) · Neuron · doi:10.1016/j.neuron.2010.12.034 · Cited by 310 · see citing works
Generalized Anxiety Disorder: Advances in Research and Practice
Storch, D. D. (2005) · Psychiatric Services · doi:10.1176/appi.ps.56.5.620 · Cited by 303 · see citing works
van der Heiden, C., Muris, P., & van der Molen, H. T. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.12.005 · Cited by 265 · cited 1× · see citing works
“Additionally, these results show promise for the further development of recently implemented focused forms of anxiety disorder treatment, such as intolerance of uncertainty therapy (van der Heiden et al., 2012) and novel experimental models of”
Fear conditioning in panic disorder: Enhanced resistance to extinction
Michael, T., Blechert, J., Vriends, N., Margraf, J., & Wilhelm, F. H. (2007) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.116.3.612 · Cited by 210 · see citing works
Chambers, J. A., Power, K., & Durham, R. C. (2003) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2003.09.001 · Cited by 176 · see citing works
Dunsmoor, J. E., Campese, V. D., Ceceli, A. O., LeDoux, J. E., & Phelps, E. A. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.12.008 · Cited by 165 · see citing works
Neural correlates of trait anxiety in fear extinction
Sehlmeyer, C., Dannlowski, U., Schöning, S., Kugel, H., Pyka, M., Pfleiderer, B., Zwitserlood, P., Schiffbauer, H., Heindel, W., Arolt, V., et al. (2011) · Psychological Medicine · doi:10.1017/s0033291710001248 · Cited by 165 · see citing works
Deficient safety learning characterizes high trait anxious individuals
Gazendam, F. J., Kamphuis, J. H., & Kindt, M. (2012) · Biological Psychology · doi:10.1016/j.biopsycho.2012.11.006 · Cited by 153 · see citing works
Expectancy biases in fear and anxiety and their link to biases in attention
Aue, T., & Okon‐Singer, H. (2015) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.08.005 · Cited by 144 · see citing works
Intolerance of uncertainty as a contributor to fear and avoidance symptoms of panic attacks
Carleton, R. N., Fetzner, M. G., Hackl, J. L., & McEvoy, P. (2013) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2013.792100 · Cited by 126 · see citing works
An improved algorithm for model-based analysis of evoked skin conductance responses
Bach, D. R., Friston, K. J., & Dolan, R. J. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.09.010 · Cited by 122 · see citing works
Neumann, D. L., & Waters, A. M. (2006) · Biological Psychology · doi:10.1016/j.biopsycho.2006.03.004 · Cited by 110 · see citing works
Morriss, J., Christakou, A., & van Reekum, C. M. (2015) · Biology of Mood & Anxiety Disorders · doi:10.1186/s13587-015-0019-8 · Cited by 106 · see citing works
Self-citationCognitive Behavioral Treatment for Generalized Anxiety Disorder: From Science to Practice
Robichaud, M., Koerner, N., & Dugas, M. J. (2019) · doi:10.4324/9781315709741 · Cited by 97 · see citing works
Barrett, J., & Armony, J. L. (2008) · Psychological Medicine · doi:10.1017/s0033291708003516 · Cited by 84 · see citing works
Haaker, J., Lonsdorf, T. B., Schümann, D., Menz, M. M., Brassen, S., Bunzeck, N., Gamer, M., & Kalisch, R. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.07.010 · Cited by 71 · see citing works
Thibodeau, M. A., Carleton, R. N., McEvoy, P. M., Zvolensky, M. J., Brandt, C. P., Boelen, P. A., Mahoney, A. E. J., Deacon, B. J., & Asmundson, G. J. G. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.01.006 · Cited by 59 · see citing works
Spoormaker, V. I., Blechert, J., Goya‐Maldonado, R., Sämann, P. G., Wilhelm, F. H., & Czisch, M. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.08.050 · Cited by 15 · see citing works
Factor structure of the Barratt impulsiveness scale
Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995) · Journal of Clinical Psychology · doi:10.1002/1097-4679(199511)51:6
Flagged first, then by citations
1 of the 41 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Bradley M.M. Lang P.J. The international affective digitized sounds (2nd edition; IADS-2): affective ratings of sounds and instruction manual. Technical report B-3 2007 Florida University Gainesville, Florida
- Spielberger, C. D., Gorsuch, R. L., Lushene, R., Vagg, P., & Jacobs, G. (1983). Palo Alto (CA): Consulting Psychologists Press, Inc. 2».
Cited by
Sorted by citations
Lonsdorf, T. B., Menz, M. M., Andreatta, M., Fullana, M. A., Golkar, A., Haaker, J., Heitland, I., Hermann, A., Kuhn, M., Kruse, O., et al. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.02.026 · Cited by 837 · see citing works
Satici, B., Saricali, M., Satici, S. A., & Griffiths, M. D. (2022) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-020-00305-0 · Cited by 580 · see citing works
Lonsdorf, T. B., & Merz, C. J. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.07.007 · Cited by 236 · see citing works
Tanovic, E., Gee, D. G., & Joormann, J. (2018) · Clinical Psychology Review · doi:10.1016/j.cpr.2018.01.001 · Cited by 214 · see citing works
Research Review: Pediatric Anxiety Disorders—What Have We Learnt in the Last 10 Years?
Strawn, J. R., Lu, L., Peris, T. S., Levine, A., & Walkup, J. T. (2021) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13262 · Cited by 168 · see citing works
Intolerance of uncertainty as a vulnerability factor for excessive and inflexible avoidance behavior
Flores, A., López, F. J., Vervliet, B., & Cobos, P. L. (2018) · Behaviour Research and Therapy · doi:10.1016/j.brat.2018.02.008 · Cited by 155 · see citing works
Understanding clinical fear and anxiety through the lens of human fear conditioning
Beckers, T., Hermans, D., Lange, I., Luyten, L., Scheveneels, S., & Vervliet, B. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00156-1 · Cited by 138 · see citing works
Deniz, M. E. (2021) · Personality and Individual Differences · doi:10.1016/j.paid.2021.110824 · Cited by 129 · see citing works
Morriss, J., Zuj, D., & Mertens, G. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.05.011 · Cited by 81 · see citing works
Identifying Transdiagnostic Mechanisms in Mental Health Using Computational Factor Modeling
Wise, T., Robinson, O. J., & Gillan, C. M. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2022.09.034 · Cited by 108 · see citing works
“A growing literature suggests that this intolerance of uncertainty (58) may represent a transdiagnostic construct.”
Role of Human Ventromedial Prefrontal Cortex in Learning and Recall of Enhanced Extinction
Dunsmoor, J. E., Kroes, M. C. W., Li, J., Daw, N. D., Simpson, H. B., & Phelps, E. A. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.2713-18.2019 · Cited by 110 · see citing works
Mertens, G., Boddez, Y., Sevenster, D., Engelhard, I., & de Houwer, J. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.07.002 · Cited by 83 · see citing works
Sep, M. S. C., Steenmeijer, A., & Kennis, M. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.09.029 · Cited by 93 · see citing works
Sjouwerman, R., Scharfenort, R., & Lonsdorf, T. B. (2020) · Scientific Reports · doi:10.1038/s41598-020-72007-5 · Cited by 78 · see citing works
Using expectation violation models to improve the outcome of psychological treatments
Rief, W., Sperl, M. F. J., Braun-Koch, K., Khosrowtaj, Z., Kirchner, L., Schäfer, L. N., Schwarting, R. K. W., Teige‐Mocigemba, S., & Panitz, C. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102212 · Cited by 72 · see citing works
Enhancing Inhibitory Learning: The Utility of Variability in Exposure
Knowles, K. A., & Olatunji, B. O. (2019) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2017.12.001 · Cited by 60 · see citing works
Intolerance of uncertainty and obsessive-compulsive disorder dimensions
Pinciotti, C. M., Riemann, B. C., & Abramowitz, J. S. (2021) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2021.102417 · Cited by 65 · see citing works
A Decision Architecture for Safety Computations
Tashjian, S. M., Zbozinek, T. D., & Mobbs, D. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.01.013 · Cited by 60 · see citing works
Akbari, M., Spada, M. M., Nikčević, A. V., & Zamani, E. (2021) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2628 · Cited by 59 · see citing works
Computational validity: using computation to translate behaviours across species
Redish, A. D., Kepecs, Á., Anderson, L. M., Calvin, O. L., Grissom, N. M., Haynos, A. F., Heilbronner, S. R., Herman, A. B., Jacob, S., Ma, S., et al. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2020.0525 · Cited by 59 · see citing works
Morriss, J., Wake, S., Elizabeth, C., & van Reekum, C. M. (2021) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2021.05.011 · Cited by 52 · see citing works
“The majority of studies have found specificity of IU over other self-reported anxiety measures in predicting 1) differences in SCR to both learned threat and safety during early trials, 2) greater SCR to learned threat cues versus safety cues during late trials (36,37), or 3) greater SCR to learned threat cues across…”
BackgroundResultIntolerance of uncertainty and threat generalization: A replication and extension
Bauer, E., MacNamara, A., Sandre, A., Lonsdorf, T. B., Weinberg, A., Morriss, J., & van Reekum, C. M. (2020) · Psychophysiology · doi:10.1111/psyp.13546 · Cited by 58 · see citing works
Transdiagnostic computations of uncertainty: towards a new lens on intolerance of uncertainty
Sandhu, T. R., Xiao, B., & Lawson, R. P. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105123 · Cited by 51 · see citing works
Morriss, J., & van Reekum, C. M. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.03.004 · Cited by 46 · see citing works
Flores, A., López, F. J., Vervliet, B., & Cobos, P. L. (2020) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2019.101527 · Cited by 45 · see citing works
Morriss, J., Saldarini, F., Chapman, C., Pollard, M. I., & van Reekum, C. M. (2019) · Journal of Experimental Psychopathology · doi:10.1177/2043808719834451 · Cited by 45 · see citing works
Morriss, J. (2019) · Psychophysiology · doi:10.1111/psyp.13396 · Cited by 42 · see citing works
The role of threat level and intolerance of uncertainty in extinction
Morriss, J., Saldarini, F., & van Reekum, C. M. (2019) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2019.05.013 · Cited by 39 · see citing works
Self-citationBartoszek, G., Ranney, R. M., Curanovic, I., Costello, S. J., & Behar, E. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104125 · Cited by 39 · see citing works
Wake, S. J., Morriss, J., Johnstone, T., van Reekum, C. M., & Dodd, H. F. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103818 · Cited by 38 · see citing works
Morriss, J., & McSorley, E. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.03.011 · Cited by 37 · see citing works
Morriss, J., Wake, S., Lindner, M., McSorley, E., & Dodd, H. (2020) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2020.04.012 · Cited by 33 · see citing works
Self-citationHunt, C., Exline, J. J., Fletcher, T. L., & Teng, E. J. (2022) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102530 · Cited by 34 · see citing works
Towards a theory of well-being in digital sports viewing behavior
Rejikumar, G., Jose, A., Mathew, S., Chacko, D. P., & Ajitha, A. A. (2021) · Journal of Services Marketing · doi:10.1108/jsm-06-2020-0247 · Cited by 34 · see citing works
Coping during socio-political uncertainty
Khoury-Malhame, M. E., Malhab, S. B., Chaaya, R., Sfeir, M., & Khoury, S. E. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1267603 · Cited by 36 · see citing works
Morriss, J., Chapman, C., Tomlinson, S., & van Reekum, C. V. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.08.017 · Cited by 32 · see citing works
Human fear conditioning is moderated by stimulus contingency instructions
Mertens, G., Boddez, Y., Krypotos, A., & Engelhard, I. M. (2020) · Biological Psychology · doi:10.1016/j.biopsycho.2020.107994 · Cited by 34 · see citing works
Morriss, J., McSorley, E., & van Reekum, C. M. (2017) · Cognition & Emotion · doi:10.1080/02699931.2017.1370418 · Cited by 31 · see citing works
Multimodal evidence for delayed threat extinction learning in adolescence and young adulthood
Morriss, J., Christakou, A., & van Reekum, C. M. (2019) · Scientific Reports · doi:10.1038/s41598-019-44150-1 · Cited by 32 · see citing works
Heterogeneity in Fear Processing across and within Anxiety, Eating, and Compulsive Disorders
Fyer, A. J., Schneier, F. R., Simpson, H. B., Choo, T. H., Tacopina, S., Kimeldorf, M. B., Steinglass, J. E., Wall, M., & Walsh, B. T. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.03.091 · Cited by 28 · see citing works
de Sousa, A. R., Teixeira, J. R. B., Palma, E. M. S., Moreira, W. C., Santos, M. B., de Carvalho, H. E. F., Almeida, É. S., Florêncio, R. M. S., de Queiroz, A. M., das Mercês, M. C., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19010350 · Cited by 29 · see citing works
Reliability of web-based affective auditory stimulus presentation
Seow, T. X. F., & Hauser, T. U. (2021) · Behavior Research Methods · doi:10.3758/s13428-021-01643-0 · Cited by 28 · see citing works
Palitz, S. A., Rifkin, L. S., Norris, L. A., Knepley, M., Fleischer, N. J., Steinberg, L., & Kendall, P. C. (2019) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2019.102146 · Cited by 26 · see citing works
Morriss, J., Bell, T., Biagi, N., Johnstone, T., & van Reekum, C. M. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00932-7 · Cited by 27 · see citing works
Shu, J., Ochsner, K. N., & Phelps, E. A. (2022) · Affective Science · doi:10.1007/s42761-022-00115-8 · Cited by 27 · see citing works
Effects of Negative Emotions and Cognitive Characteristics on Impulse Buying During COVID-19
Yu, Y. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.848256 · Cited by 33 · see citing works
Morriss, J., Biagi, N., & Dodd, H. (2020) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2020.07.009 · Cited by 18 · see citing works
Generalization of extinction of a generalization stimulus in fear learning.
Wong, A. H. K., & Lovibond, P. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.103535 · Cited by 20 · see citing works
Kesby, A., Maguire, S., Vartanian, L. R., & Grisham, J. R. (2019) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2019.101492 · Cited by 23 · see citing works
The effect of social anxiety on the acquisition and extinction of low-cost avoidance
Wake, S., van Reekum, C. M., & Dodd, H. F. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103967 · Cited by 23 · see citing works
The Impact of Intolerance of Uncertainty and Cognitive Behavioural Instructions on Safety Learning
Wake, S., van Reekum, C. M., Dodd, H., & Morriss, J. (2020) · Cognitive Therapy and Research · doi:10.1007/s10608-020-10113-4 · Cited by 20 · see citing works
Morriss, J., Bennett, K. P., & Larson, C. L. (2020) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2020.101620 · Cited by 21 · see citing works
Klingelhöfer-Jens, M., Morriss, J., & Lonsdorf, T. B. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.05.006 · Cited by 19 · see citing works
Cantarella, S., Hillenbrand, C., & Brooks, C. (2023) · Journal of Behavioral and Experimental Economics · doi:10.1016/j.socec.2023.102124 · Cited by 17 · see citing works
Jovanović, T., Wiltshire, C., Reda, M., France, J. M., Wanna, C., Minton, S. T., Davie, W., Grasser, L. R., Winters, S., Schacter, H. L., et al. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.06.008 · Cited by 17 · see citing works
Wroblewski, A., Hollandt, M., Yang, Y., Ridderbusch, I. C., Pietzner, A., Szeska, C., Lotze, M., Wïttchen, H., Heinig, I., Pittig, A., et al. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.09.001 · Cited by 17 · see citing works
Daşcı, E., Salihoğlu, K., & Daşcı, E. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1272205 · Cited by 16 · see citing works
Individual differences in anxiety and fear learning: The role of working memory capacity
Laing, P. A. F., Burns, N. R., & Baetu, I. (2018) · Acta Psychologica · doi:10.1016/j.actpsy.2018.12.006 · Cited by 15 · see citing works
UNCERTAINTY AND ANXIETY; EVOLUTION AND NEUROBIOLOGY.
Blanchard, D., & Canteras, N. (2024) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105732 · Cited by 13 · see citing works
Leen, N. A., Duits, P., & Baas, J. M. P. (2021) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2021.101653 · Cited by 12 · see citing works
Mertens, G., Wolf, N. D., Bouwman, V., & Engelhard, I. M. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.04.011 · Cited by 15 · see citing works
Feeling safe: Judgements of safety and anxiety as a function of worry and intolerance of uncertainty
Cupid, J., Stewart, K. E., Sumantry, D., & Koerner, N. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103973 · Cited by 24 · see citing works
Pinciotti, C. M., Bulkes, N. Z., Bailey, B. E., Storch, E. A., Abramowitz, J. S., Fontenelle, L. F., & Riemann, B. C. (2023) · Psychological Assessment · doi:10.1037/pas0001254 · Cited by 13 · see citing works
Morriss, J., Biagi, N., & Wake, S. J. (2024) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2024.112427 · Cited by 13 · see citing works
Graffeo, M. T., Albano, G., Salerno, L., Blasi, M. D., & Coco, G. L. (2022) · Psych · doi:10.3390/psych4020023 · Cited by 12 · see citing works
Conceptual‐level disgust conditioning in contamination‐based obsessive‐compulsive disorder
Wang, J., Becker, B., Wang, Y., Ming, X., Lei, Y., & Wikgren, J. (2024) · Psychophysiology · doi:10.1111/psyp.14637 · Cited by 9 · see citing works
Shahnawaz, M., Nabi, W., Nabi, S., Afaq, M., Paul, M. A., War, F. A., & Shah, N. N. (2022) · Current Psychology · doi:10.1007/s12144-022-03577-y · Cited by 10 · see citing works
Fear expression is suppressed by tyrosine administration
Soranzo, A., & Aquili, L. (2019) · Scientific Reports · doi:10.1038/s41598-019-52610-x · Cited by 9 · see citing works
A Neuroeconomics Approach to Obesity
Dan, O., Wertheimer, E. K., & Levy, I. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.09.019 · Cited by 10 · see citing works
The role of intolerance of uncertainty in the acquisition and extinction of reward
Morriss, J., Biagi, N., Lonsdorf, T. B., & Andreatta, M. (2021) · European Journal of Neuroscience · doi:10.1111/ejn.15173 · Cited by 9 · see citing works
Patterson, R. R., Lipp, O. V., & Luck, C. C. (2022) · Cognition & Emotion · doi:10.1080/02699931.2022.2047897 · Cited by 9 · see citing works
Decision-making in uncertain contexts: The role of autonomic markers in resolving indecision
Lees, T., White, R., Zhang, X., Ram, N., & Gatzke‐Kopp, L. M. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.05.014 · Cited by 8 · see citing works
Intolerance of uncertainty and neural measures of anticipation and reactivity for affective stimuli
Wiese, A. D., Lim, S.-L., Filion, D. L., & Kang, S. S. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.11.010 · Cited by 9 · see citing works
McEvoy, P., Carleton, R., Correa, K. A., Shankman, S., & Shihata, S. (2018) · The Cambridge Handbook of Anxiety and Related Disorders · doi:10.1017/9781108140416.008 · Cited by 156 · see citing works
Yılmaz, Y., Bahadır, E., & Erdoğan, A. (2021) · Journal of Clinical Psychiatry · doi:10.5505/kpd.2021.40221 · Cited by 9 · see citing works
The dynamics of pain avoidance: the exploration–exploitation dilemma
Krypotos, A., Crombez, G., & Vlaeyen, J. W. S. (2024) · Pain · doi:10.1097/j.pain.0000000000003222 · Cited by 8 · see citing works
Fu, H., Xia, Z., Tan, Y., Peng, Y. L., Fan, C., & Guo, X. (2024) · Journal of Construction Engineering and Management · doi:10.1061/jcemd4.coeng-14618 · Cited by 8 · see citing works
Mouguiama-Daouda, C., Blanchard, M. A., & Heeren, A. (2023) · doi:10.31234/osf.io/cdz8g · Cited by 8 · see citing works
Genç, A. B. (2024) · Türk Psikolojik Danışma ve Rehberlik Dergisi · doi:10.17066/tpdrd.1311383_7 · Cited by 7 · see citing works
Погорільська, Н., Synelnykov, R. Y., Palamar, B. I., Тукаєв, С., & Nezhyva, L. L. (2021) · Wiadomości Lekarskie · doi:10.36740/wlek202106104 · Cited by 7 · see citing works
A Preliminary Test of Novelty-Facilitated Extinction in Individuals With Pathological Anxiety
Steinman, S. A., Dunsmoor, J. E., Gazman, Z., Stovezky, Y. R., Pascucci, O., Pomerenke, J., Phelps, E. A., Fyer, A. J., & Simpson, H. B. (2022) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2022.873489 · Cited by 7 · see citing works
Şirin, H. D., Şirin, E. F., & Erdoğan, A. (2023) · Gazi Beden Eğitimi ve Spor Bilimleri Dergisi · doi:10.53434/gbesbd.1190801 · Cited by 7 · see citing works
Intolerance of uncertainty and novelty facilitated extinction: The impact of reinforcement schedule
Wake, S. J., Dodd, H. F., & Morriss, J. (2021) · British Journal of Psychology · doi:10.1111/bjop.12538 · Cited by 5 · see citing works
Kumar, S., Davidson, C. A., Saini, R., & Jain, R. (2024) · The Journal of Psychology · doi:10.1080/00223980.2024.2372578 · Cited by 5 · see citing works
Wendt, J., & Morriss, J. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.05.005 · Cited by 5 · see citing works
Mouakket, S., & Aboelmaged, M. G. S. (2023) · Information Development · doi:10.1177/02666669231213940 · Cited by 4 · see citing works
What characterizes and determines threat-related biases in fear and anxiety?
Aue, T., & Okon‐Singer, H. (2016) · Biological Psychology · doi:10.1016/j.biopsycho.2016.11.005 · Cited by 4 · see citing works
Assessment of intolerance of uncertainty: Validation of a modified anagram task
O’Bryan, E. M., Beadel, J. R., McLeish, A. C., & Teachman, B. A. (2021) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2021.101671 · Cited by 4 · see citing works
Harnessing temperament to elucidate the complexities of serotonin function
Kanen, J. W., Robbins, T. W., & Trofimova, I. N. (2022) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2022.101108 · Cited by 7 · see citing works
Cobos, P. L., Valle, T. M., Quintero, M. J., & López, F. J. (2023) · Collabra Psychology · doi:10.1525/collabra.84914 · Cited by 4 · see citing works
Elizabeth A. Hebert, J. M. S., & Dugas, M. J. (2017) · Sage eBooks · doi:10.4135/9781483365817.n761 · Cited by 4 · see citing works
Can Threat Information Bias Fear Learning? Some Tentative Results and Methodological Considerations
Mertens, G., & Houwer, J. D. (2017) · Journal of Experimental Psychopathology · doi:10.5127/jep.060616 · Cited by 3 · see citing works
Johnson, D. J., Ho, W., Uddin, B., Tetteh-Quarshie, S., & Morriss, J. (2023) · Collabra Psychology · doi:10.1525/collabra.74822 · Cited by 3 · see citing works
Shifty Eyes: The Impact of Intolerance of Uncertainty on Gaze Behaviour During Threat Conditioning
Rodriguez-Sobstel, C., Wake, S. J., Dodd, H. F., McSorley, E., van Reekum, C. M., & Morriss, J. (2023) · Collabra Psychology · doi:10.1525/collabra.82229 · Cited by 3 · see citing works
Akgül, Ö., Uzgan, B. Ö., Tetik, M., & Aykaç, C. (2023) · Turkish Journal of Psychiatry · doi:10.5080/u27017 · Cited by 3 · see citing works
Morriss, J., Wake, S. J., elizabeth, C., & van Reekum, C. M. (2021) · doi:10.31234/osf.io/nrqv6 · Cited by 7 · see citing works
Finke, J. B., & Klucken, T. (2025) · Biological Psychology · doi:10.1016/j.biopsycho.2025.109046 · Cited by 4 · see citing works
Intolerance of uncertainty modulates amygdala habituation to emotional faces
Jeon, J., Kim, H., Hur, J., & Kim, M. J. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.121691 · Cited by 2 · see citing works
Kelek, Ş., UÇAR, M. S., YILDIRIM, N. H., & Düşünceli̇, B. (2022) · Sakarya University Journal of Education · doi:10.19126/suje.1057831 · Cited by 2 · see citing works
- Authors
- Morriss, J., Christakou, A., & van Reekum, C. M.
- Affiliations
- University of Reading (GB)
- Venue
- Biological Psychology
- Publisher
- Elsevier BV
- Published
- 2016-12
- Volume
- 121
- Issue
- Pt B
- Pages
- 187-193
- ISSN
- 0301-0511 (ISSN-L)
- PMC
- PMC5154327
- OpenAlex
- W2378955611
- Cited by
- 152
- References
- 41
- Citations by year
- 2026: 8 · 2025: 5 · 2024: 13 · 2023: 13 · 2022: 29 · 2021: 43 · 2020: 12 · 2019: 15 · 2018: 7 · 2017: 5 · 2016: 1
- FWCI
- 5.94
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Biological Psychology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- CentAUR (University of Reading) (submittedVersion)
- ePrints Soton (University of Southampton) (submittedVersion)
- Funders
- Centre for Integrative Neuroscience and Neurodynamics (MR/J003980/1)
- Natalia Kontoudaki & Karolina Tokarska for their help in collecting the data
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- intolerance of uncertainty, fear extinction, fear acquisition, anxiety disorders, skin conductance response, electrodermal activity, cue discrimination, individual differences
- MeSH terms
- Acoustic Stimulation, Adolescent, Adult, Anxiety Disorders, Arousal, Autonomic Nervous System, Conditioning, Classical, Cues, Extinction, Psychological, Fear, Female, Galvanic Skin Response, Humans, Male, Pattern Recognition, Visual, Risk Factors, Safety, Uncertainty, Young Adult
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