Conscious and unconscious perseverative cognition: Is a large part of prolonged physiological activity due to unconscious stress?
Abstract
Prolonged physiological activity is believed to be a key factor mediating between stress and later disease outcomes. Few studies, however, have investigated the crucial psychological factors that cause prolonged activity. This article proposes that conscious as well as unconscious perseverative cognition are the critical factors. Perseverative cognition indicates repetitive or sustained activation of cognitive representations of past stressful events or feared events in the future. In daily life, most prolonged physiological activity is not due to stressful events but to perseverative cognition about them. We and others have already found evidence that conscious perseverative cognition, i.e., worry, has physiological effects, in both laboratory and real life settings, and that perseverative cognition mediates prolonged responses to stressful events. Yet, there are convincing reasons to expect that unconscious perseverative cognition has an even larger role in stress-related prolonged activity. Firstly, since the greater part of cognitive processing operates without awareness, a considerable part of perseverative cognition is likely to be unconscious too. People may not be aware of most of their stress-related cognitive processes. Secondly, our recent studies have shown that increased activity of the autonomic nervous system continues after conscious perseverative cognition has stopped: It goes on for several hours and even during sleep. This and several other findings suggest that a considerable part of increased physiological activity may be due to unconscious perseverative cognition. The article closes with suggesting methods to test unconscious perseverative cognition and ways to change it, and concludes with stating that the notion of unconscious perseverative cognition potentially opens an entirely new area within stress research.
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“This may be attributable to the role of the parasympathetic nervous system in regulating HR but not SC (Diamond & Otter-Henderson, 2007) and it is possible the construct of mindfulness is particularly salient to concordance between subjective distress and physiological reactivity in which there is parasympathetic regulation (Brosschot, Verkuil & Thayer, 2010; Williams & Thayer, 2009).”
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Cites
LeDoux, J. E. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.155 · Cited by 8,444 · see citing works
(2008) · Medical Entomology and Zoology · Cited by 7,477 · see citing works
Protective and Damaging Effects of Stress Mediators
McEwen, B. S. (1998) · New England Journal of Medicine · doi:10.1056/nejm199801153380307 · Cited by 6,733 · see citing works
Mindfulness-based stress reduction and health benefits
Grossman, P., Niemann, L., Schmidt, S., & Walach, H. (2004) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(03)00573-7 · Cited by 3,958 · see citing works
Fears, phobias, and preparedness: toward an evolved module of fear and fear learning
Öhman, A., & Mineka, S. (2001) · Psychological Review · doi:10.1037/0033-295x.108.3.483 · Cited by 3,147 · see citing works
Frijda, N. H. (1988) · American Psychologist · doi:10.1037//0003-066x.43.5.349 · Cited by 2,611 · see citing works
Rosengren, A., Hawken, S., Ôunpuu, S., Sliwa, K., Zubaid, M., Almahmeed, W. A., Blackett, K. N., Sitthi-amorn, C., Sato, H., & Yusuf, S. (2004) · The Lancet · doi:10.1016/s0140-6736(04)17019-0 · Cited by 2,414 · see citing works
Cognitive vulnerability to emotional disorders
Mathews, A., & MacLeod, C. (2005) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.143916 · Cited by 2,100 · see citing works
Brosschot, J. F., Gerin, W., & Thayer, J. F. (2006) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2005.06.074 · Cited by 1,643 · see citing works
Self-citationFrijda, N. H. (1988) · American Psychologist · doi:10.1037/0003-066x.43.5.349 · Cited by 1,533 · see citing works
Experimental disclosure and its moderators: A meta-analysis.
Frattaroli, J. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.6.823 · Cited by 1,502 · see citing works
Kihlstrom, J. F. (1987) · Science · doi:10.1126/science.3629249 · Cited by 1,405 · see citing works
A subcortical pathway to the right amygdala mediating “unseen” fear
Morris, J. S., Öhman, A., & Dolan, R. J. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.4.1680 · Cited by 1,349 · see citing works
MacLeod, C., Rutherford, E., Campbell, L., Ebsworthy, G., & Holker, L. (2002) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.111.1.107 · Cited by 1,334 · see citing works
Jain, S., Shapiro, S. L., Swanick, S., Roesch, S. C., Mills, P. J., Bell, I., & Schwartz, G. E. R. (2007) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm3301_2 · Cited by 1,300 · see citing works
On making the right choice: the deliberation-without-attention effect.
Dijksterhuis, A., Bos, M. W., Nordgren, L. F., & van Baaren, R. B. (2006) · Science · doi:10.1126/science.1121629 · Cited by 1,159 · see citing works
A Theory of Unconscious Thought
Dijksterhuis, A., & Nordgren, L. F. (2006) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2006.00007.x · Cited by 1,041 · see citing works
The role of vagal function in the risk for cardiovascular disease and mortality
Thayer, J. F., & Lane, R. D. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2005.11.013 · Cited by 1,033 · see citing works
Self-citationThe cognitive activation theory of stress.
Ursin, H., & Eriksen, H. R. (2004) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(03)00091-x · Cited by 1,004 · see citing works
Bargh, J. A., & Morsella, E. (2008) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2008.00064.x · Cited by 965 · see citing works
Consciousness and the varieties of emotion experience: A theoretical framework.
Lambie, J. A., & Marcel, A. J. (2002) · Psychological Review · doi:10.1037/0033-295x.109.2.219 · Cited by 760 · see citing works
Psychoneuroimmunology: psychological influences on immune function and health
Kiecolt-Glaser, J. K., McGuire, L., Robles, T. F., & Glaser, R. (2002) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.70.3.537 · Cited by 686 · see citing works
Cardiovascular Reactivity and Development of Preclinical and Clinical Disease States
Treiber, F. A., Kamarck, T., Schneiderman, N., Sheffield, D., Kapuku, G., & Taylor, T. (2003) · Psychosomatic Medicine · doi:10.1097/00006842-200301000-00007 · Cited by 683 · see citing works
Stress and Health: Biological and Psychological Interactions
Lovallo, W. R. (2016) · Sage eBooks · doi:10.4135/9781071801390 · Cited by 589 · see citing works
A rational look at the emotional Stroop phenomenon: a generic slowdown, not a Stroop effect
Algom, D., Chajut, E., & Lev, S. (2004) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.133.3.323 · Cited by 565 · see citing works
Attention modification program in individuals with generalized anxiety disorder
Amir, N., Beard, C., Burns, M., & Bomyea, J. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0012589 · Cited by 539 · see citing works
Expanding stress theory: prolonged activation and perseverative cognition
Brosschot, J. F., Pieper, S., & Thayer, J. F. (2005) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2005.04.008 · Cited by 532 · see citing works
Self-citationReducing Cardiovascular Stress With Positive Self-Stereotypes of Aging
Levy, B. R., Hausdorff, J. M., Hencke, R., & Wei, J. Y. (2000) · The Journals of Gerontology Series B · doi:10.1093/geronb/55.4.p205 · Cited by 486 · see citing works
Brosschot, J. F., Van Dijk, E., & Thayer, J. F. (2007) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2006.07.016 · Cited by 474 · see citing works
Self-citationSiegle, G. J., Ghinassi, F., & Thase, M. E. (2007) · Cognitive Therapy and Research · doi:10.1007/s10608-006-9118-6 · Cited by 444 · see citing works
Physiological stress reactivity and recovery: Conceptual siblings separated at birth?
Linden, W., Earle, T. L., Gerin, W., & Christenfeld, N. J. S. (1997) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(96)00240-1 · Cited by 418 · see citing works
The cessation of rumination through self-affirmation.
Koole, S. L., Smeets, K., van Knippenberg, A., & Dijksterhuis, A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.1.111 · Cited by 403 · see citing works
Accessibility from active and fulfilled goals
Förster, J., Liberman, N., & Higgins, E. T. (2005) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2004.06.009 · Cited by 394 · see citing works
Schwartz, A. R., Gerin, W., Davidson, K. W., Pickering, T. G., Brosschot, J. F., Thayer, J. F., Christenfeld, N., & Linden, W. (2003) · Psychosomatic Medicine · doi:10.1097/01.psy.0000046075.79922.61 · Cited by 383 · see citing works
Self-citationAcute Stress Affects Heart Rate Variability During Sleep
Hall, M. H., Vasko, R., Buysse, D. J., Ombao, H., Chen, Q., Cashmere, J. D., Kupfer, D. J., & Thayer, J. F. (2004) · Psychosomatic Medicine · doi:10.1097/01.psy.0000106884.58744.09 · Cited by 378 · see citing works
Self-citationIs Worrying Bad for Your Heart?
Kubzansky, L. D., Kawachi, I. I., Spiro, A., Weiss, S. T., Vokonas, P., & Sparrow, D. (1997) · Circulation · doi:10.1161/01.cir.95.4.818 · Cited by 376 · see citing works
Psychobiology of stress : a study of coping men
Ursin, H., BAADE, E., & Levine, S. (1978) · Cited by 358 · see citing works
Dandeneau, S. D., Baldwin, M. W., Baccus, J. R., Sakellaropoulo, M., & Pruessner, J. C. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.93.4.651 · Cited by 341 · see citing works
All in the mind's eye? Anger rumination and reappraisal
Ray, R. D., Wilhelm, F. H., & Gross, J. J. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.94.1.133 · Cited by 335 · see citing works
Benefits of Expressive Writing in Lowering Rumination and Depressive Symptoms
Gortner, E.-M., Rude, S. S., & Pennebaker, J. W. (2006) · Behavior Therapy · doi:10.1016/j.beth.2006.01.004 · Cited by 328 · see citing works
Dijksterhuis, A. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.2.345 · Cited by 315 · see citing works
The Role of Rumination in Recovery from Reactivity: Cardiovascular Consequences of Emotional States
Glynn, L. M. (2002) · Psychosomatic Medicine · doi:10.1097/01.psy.0000031574.42041.23 · Cited by 294 · see citing works
The role of angry rumination and distraction in blood pressure recovery from emotional arousal
Gerin, W., Davidson, K. W., Christenfeld, N. J. S., Goyal, T., & Schwartz, J. E. (2006) · Psychosomatic Medicine · doi:10.1097/01.psy.0000195747.12404.aa · Cited by 259 · see citing works
Amygdala–prefrontal dissociation of subliminal and supraliminal fear
Williams, L. M., Liddell, B. J., Kemp, A. H., Bryant, R. A., Meares, R. A., Peduto, A. S., & Gordon, E. (2006) · Human Brain Mapping · doi:10.1002/hbm.20208 · Cited by 257 · see citing works
Heart rate response is longer after negative emotions than after positive emotions
Brosschot, J. F., & Thayer, J. F. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(03)00146-6 · Cited by 233 · see citing works
Self-citationHolman, E. A., Silver, R. C., Poulin, M., Andersen, J., Gil-Rivas, V., & McIntosh, D. N. (2008) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2007.6 · Cited by 233 · see citing works
Brosschot, J. F., & Thayer, J. F. (1998) · Annals of Behavioral Medicine · doi:10.1007/bf02886382 · Cited by 233 · see citing works
Self-citationPreparing and Motivating Behavior Outside of Awareness
Aarts, H., Custers, R., & Marien, H. (2008) · Science · doi:10.1126/science.1150432 · Cited by 229 · see citing works
Jennings, J. R., Kamarck, T. W., Everson-Rose, S. A., Kaplan, G. A., Manuck, S. B., & Salonen, J. T. (2004) · Circulation · doi:10.1161/01.cir.0000143840.77061.e9 · Cited by 229 · see citing works
Mood-induced changes on the Implicit Association Test in recovered depressed patients.
Gemar, M. C., Segal, Z. V., Sagrati, S., & Kennedy, S. J. (2001) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.110.2.282 · Cited by 227 · see citing works
Mood-induced changes on the implicit association test in recovered depressed patients
Gemar, M. C., Segal, Z. V., Sagrati, S., & Kennedy, S. J. (2001) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.110.2.282 · Cited by 227 · see citing works
Lane, R. D. (2008) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181647e44 · Cited by 223 · see citing works
Enhancing the Pace of Recovery
Ayduk, Ö. N., & Kross, E. F. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02073.x · Cited by 200 · see citing works
Cardiac effects of momentary assessed worry episodes and stressful events.
Pieper, S., Brosschot, J. F., van der Leeden, R., & Thayer, J. F. (2007) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31815a9230 · Cited by 182 · see citing works
Self-citationRumination and Cortisol Responses to Laboratory Stressors
Zoccola, P. M., Dickerson, S. S., & Zaldivar, F. P. (2008) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31817bbc77 · Cited by 163 · see citing works
Kiernan, M., King, A. C., KRAEMER, H. C., Stefanick, M. L., & Killen, J. D. (1998) · Annals of Behavioral Medicine · doi:10.1007/bf02893802 · Cited by 156 · see citing works
Kuehner, C., Huffziger, S., & Liebsch, K. (2009) · Psychological Medicine · doi:10.1017/s0033291708003553 · Cited by 154 · see citing works
Hall, M. H., Thayer, J. F., Germain, A., Moul, D. E., Vasko, R., Puhl, M. D., Miewald, J. M., & Buysse, D. J. (2007) · Behavioral Sleep Medicine · doi:10.1080/15402000701263221 · Cited by 151 · see citing works
Self-citationvan Honk, J., Tuiten, A., van den Hout, M., Koppeschaar, H. P. F., Thijssen, J. H. H., de Haan, E. H. F., & Verbaten, R. (2000) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(00)00011-1 · Cited by 149 · see citing works
Key, B. L., Campbell, T. S., Bacon, S. L., & Gerin, W. (2008) · Journal of Behavioral Medicine · doi:10.1007/s10865-008-9152-9 · Cited by 149 · see citing works
Attentional retraining: A randomized clinical trial for pathological worry
Hazen, R. A., Vasey, M. W., & Schmidt, N. B. (2008) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2008.07.004 · Cited by 140 · see citing works
Prolonged cardiac effects of momentary assessed stressful events and worry episodes
Pieper, S., Brosschot, J. F., van der Leeden, R., & Thayer, J. F. (2010) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181dbc0e9 · Cited by 136 · see citing works
Self-citationBROSSCHOT, J. F., & van der Doef, M. (2005) · Psychology and Health · doi:10.1080/14768320500105346 · Cited by 122 · see citing works
Self-citationProlonged stress-related cardiovascular activation: Is there any?
Pieper, S., & BROSSCHOT, J. F. (2005) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm3002_1 · Cited by 118 · see citing works
Self-citationHeponiemi, T., Elovainio, M. J., Pulkki, L., Puttonen, S., Raitakari, O. T., & Keltikangas‐Järvinen, L. (2007) · Health Psychology · doi:10.1037/0278-6133.26.1.13 · Cited by 116 · see citing works
On the goal-dependency of unconscious thought
Bos, M. W., Dijksterhuis, A., & van Baaren, R. B. (2008) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2008.01.001 · Cited by 113 · see citing works
The Human Dimension: How the Prefrontal Cortex Modulates the Subcortical Fear Response
Berkowitz, R. L., Coplan, J. D., Reddy, D. P., & Gorman, J. M. (2007) · Reviews in the Neurosciences · doi:10.1515/revneuro.2007.18.3-4.191 · Cited by 106 · see citing works
Dorr, N., BROSSCHOT, J. F., Sollers, J. J., & Thayer, J. F. (2007) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2007.03.022 · Cited by 83 · see citing works
Self-citationGlynn, L. M., Christenfeld, N. J. S., & Gerin, W. (2007) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2007.03.018 · Cited by 71 · see citing works
Ellenbogen, M. A., Schwartzman, A. E., Stewart, J., & Walker, C.-D. (2005) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2005.09.001 · Cited by 69 · see citing works
Rothermund, K. (2003) · Memory & Cognition · doi:10.3758/bf03194392 · Cited by 68 · see citing works
Colin, M., Lih, Y. S., Elizabeth, M. R., & Lynlee, W. C. (2007) · Behavior Research Methods · doi:10.3758/bf03193023 · Cited by 68 · see citing works
Implicit cognitive processes in psychopathology: an introduction.
Wiers, R., Teachman, B., & de Houwer, J. (2007) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2006.10.002 · Cited by 67 · see citing works
Craving for alcohol and pre-attentive processing of alcohol stimuli
Ingjaldsson, J. T., Thayer, J. F., & Laberg, J. C. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(03)00075-8 · Cited by 64 · see citing works
Self-citationLoneliness, social support and cardiovascular reactivity to laboratory stress
Nausheen, B., Gidron, Y., Gregg, A. P., Tissarchondou, H. S., & Peveler, R. (2007) · Stress · doi:10.1080/10253890601135434 · Cited by 61 · see citing works
The Impact of Written Exposure on Worry: A Preliminary Investigation
Goldman, N., Dugas, M. J., Sexton, K. A., & Gervais, N. J. (2007) · Behavior Modification · doi:10.1177/0145445506298651 · Cited by 57 · see citing works
Steptoe, A., Donald, A. E., O’Donnell, K., Marmot, M. G., & Deanfield, J. E. (2006) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/01.atv.0000242792.93486.0d · Cited by 57 · see citing works
Acute autonomic effects of experimental worry and cognitive problem solving: Why worry about worry?
Verkuil, B., BROSSCHOT, J. F., Borkovec, T. D., & Thayer, J. F. (2009) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 51 · see citing works
Self-citationActivation, Coping, and Psychosomatics
Ursin, H. (1978) · Elsevier eBooks · doi:10.1016/b978-0-12-709250-8.50021-9 · Cited by 47 · see citing works
Jellesma, F., Verkuil, B., & Brosschot, J. (2009) · Social Science & Medicine (1967) · doi:10.1016/j.socscimed.2009.04.031 · Cited by 35 · see citing works
Self-citationImpact of real‐world stress on cardiorespiratory resting function during sleep in daily life
Sakakibara, M., Kanematsu, T., Yasuma, F., & Hayano, J. (2008) · Psychophysiology · doi:10.1111/j.1469-8986.2008.00665.x · Cited by 29 · see citing works
Effect of mood during daily life on autonomic nervous activity balance during subsequent sleep
Yoshino, K., & Matsuoka, K. (2009) · Autonomic Neuroscience · doi:10.1016/j.autneu.2009.03.013 · Cited by 22 · see citing works
Implicit Associations and Social Anxiety
Westberg, P., Lundh, L., & Jönsson, P. (2006) · Cognitive Behaviour Therapy · doi:10.1080/08037060601020401 · Cited by 21 · see citing works
Handbook of Cardiovascular Behavioral Medicine
Waldstein, S. R., Kop, W. J., Suarez, E. C., Lovallo, W. R., & Katzel, L. I. (2022) · Springer eBooks · doi:10.1007/978-0-387-85960-6 · Cited by 20 · see citing works
Prolonged autonomic activation, perseverative negative cognition, and daily stressors
BROSSCHOT, J. F., van Dijk, E., & Thayer, J. F. (2002) · International Congress Series · doi:10.1016/s0531-5131(02)00615-5 · Cited by 16 · see citing works
Self-citationThe Palm IAT: A portable version of the implicit association task
Dabbs, J. M., Bassett, J. F., & Dyomina, N. V. (2003) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03195500 · Cited by 9 · see citing works
Rutherford, E. M., MacLeod, C., & Campbell, L. (2002) · UWA Profiles and Research Repository (UWA) · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 89 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Reflecting on rumination: Consequences, causes, mechanisms and treatment of rumination
Watkins, E. R., & Roberts, H. (2020) · Behaviour Research and Therapy · doi:10.1016/j.brat.2020.103573 · Cited by 862 · see citing works
Physiological concomitants of perseverative cognition: A systematic review and meta-analysis.
Ottaviani, C., Thayer, J. F., Verkuil, B., Lonigro, A., Medea, B., Couyoumdjian, A., & Brosschot, J. F. (2016) · Psychological Bulletin · doi:10.1037/bul0000036 · Cited by 476 · see citing works
Self-citationMULTIPLE PATHWAYS LINKING RACISM TO HEALTH OUTCOMES
Harrell, C. J. P., Burford, T. I., Cage, B. N., Nelson, T. M., Shearon, S., Thompson, A., & Green, S. (2011) · Du Bois Review: Social Science Research on Race · doi:10.1017/s1742058x11000178 · Cited by 257 · see citing works
Assessing treatments used to reduce rumination and/or worry: A systematic review
Querstret, D., & Cropley, M. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.08.004 · Cited by 253 · see citing works
Brosschot, J., Verkuil, B., & Thayer, J. (2016) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2016.04.012 · Cited by 226 · see citing works
Self-citationBrosschot, J., Verkuil, B., & Thayer, J. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15030464 · Cited by 244 · see citing works
Self-citationLane, R. D., Weihs, K. L., Herring, A. M., Hishaw, A., & Smith, R. S. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.06.007 · Cited by 205 · see citing works
Workplace incivility and employee sleep: The role of rumination and recovery experiences.
Demsky, C. A., Fritz, C., Hammer, L. B., & Black, A. E. (2018) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000116 · Cited by 200 · see citing works
Brosschot, J. F., Verkuil, B., & Thayer, J. F. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.07.019 · Cited by 178 · see citing works
Self-citationTeng, R., Zhou, S., Zheng, W., & Ma, C. (2023) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-02-2023-0240 · Cited by 180 · see citing works
Montréal, H., Tams, S., Hill, K. M., Montréal, H., de Guinea, A. O., Montréal, H., Thatcher, J. B., & Grover, V. (2014) · Journal of the Association for Information Systems · doi:10.17705/1jais.00374 · Cited by 173 · see citing works
Verkuil, B., Brosschot, J. F., Gebhardt, W. A., & Thayer, J. F. (2010) · Journal of Experimental Psychopathology · doi:10.5127/jep.009110 · Cited by 155 · see citing works
Flexibility as the key for somatic health: From mind wandering to perseverative cognition
Ottaviani, C., Shapiro, D., & Couyoumdjian, A. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.05.003 · Cited by 150 · see citing works
Garland, E. L. (2016) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13034 · Cited by 137 · see citing works
Ottaviani, C., Shahabi, L., Tarvainen, M., Cook, I., Abrams, M., & Shapiro, D. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00433 · Cited by 140 · see citing works
Brain-heart interaction in perseverative cognition
Ottaviani, C. (2018) · Psychophysiology · doi:10.1111/psyp.13082 · Cited by 129 · see citing works
Alcántara, C., Patel, S. R., Carnethon, M. R., Castañeda, S. F., Isasi, C. R., Thomas, S., Ramos, A. R., Arredondo, E. M., Redline, S. S., Zee, P. C., et al. (2017) · SSM - Population Health · doi:10.1016/j.ssmph.2017.08.004 · Cited by 124 · see citing works
Unconscious emotion: A cognitive neuroscientific perspective
Smith, R. S., & Lane, R. D. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.08.013 · Cited by 113 · see citing works
Studer, R. K., Danuser, B., & Gomez, P. (2017) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2017.06.006 · Cited by 101 · see citing works
Slavish, D. C., & Graham-Engeland, J. (2014) · Journal of behavioral medicine · doi:10.1007/s10865-014-9595-0 · Cited by 81 · see citing works
Verkuil, B., Brosschot, J. F., Tollenaar, M. S., Lane, R. D., & Thayer, J. F. (2016) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9795-7 · Cited by 83 · see citing works
Self-citationHerr, R. M., Barrech, A., Riedel, N., Gündel, H., Angerer, P., & Li, J. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15020255 · Cited by 88 · see citing works
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Ottaviani, C., Medea, B., Lonigro, A., Tarvainen, M. P., & Couyoumdjian, A. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.02.011 · Cited by 71 · see citing works
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Garfinkel, S. N., Zorab, E., Navaratnam, N., Engels, M., Mallorquí‐Bagué, N., Minati, L., Dowell, N. G., BROSSCHOT, J. F., Thayer, J. F., & Critchley, H. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv099 · Cited by 69 · see citing works
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Gerin, W., Zawadzki, M. J., Brosschot, J., Thayer, J., Christenfeld, N., Campbell, T., & Smyth, J. (2012) · International Journal of Hypertension · doi:10.1155/2012/453465 · Cited by 73 · see citing works
Self-citationHoggard, L. S., & Hill, L. K. (2016) · Behavioral Sleep Medicine · doi:10.1080/15402002.2016.1228648 · Cited by 65 · see citing works
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Marchant, N. L., & Howard, R. J. (2015) · Journal of Alzheimer's Disease · doi:10.3233/jad-141515 · Cited by 68 · see citing works
The Origins of Health and Disease
Hyland, M. E. (2011) · Cambridge University Press eBooks · doi:10.1017/cbo9780511976216 · Cited by 63 · see citing works
Barr, A. B., Simons, L. G., Simons, R. L., Beach, S. R. H., & Philibert, R. A. (2018) · American Sociological Review · doi:10.1177/0003122417751442 · Cited by 60 · see citing works
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Cropley, M., Plans, D., Morelli, D., Sütterlin, S., Inceoglu, I., Thomas, G., & Chu, C. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00027 · Cited by 60 · see citing works
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Hoggard, L. S., Hill, L. K., Gray, D. L., & Sellers, R. M. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.04.015 · Cited by 60 · see citing works
Feldman, G., Lavallee, J., Gildawie, K., & Greeson, J. M. (2016) · Mindfulness · doi:10.1007/s12671-015-0487-3 · Cited by 59 · see citing works
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Brownlow, B. N., Sosoo, E. E., Long, R. N., Hoggard, L. S., Burford, T. I., & Hill, L. K. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1098-9 · Cited by 58 · see citing works
Renna, M. E. (2021) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2021.100397 · Cited by 57 · see citing works
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Gilbert, K. E., Tonge, N. A., & Thompson, R. J. (2019) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2018.09.006 · Cited by 53 · see citing works
Williams, D. P., Feeling, N. R., Hill, L. K., Spangler, D. P., Koenig, J., & Thayer, J. F. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00520 · Cited by 54 · see citing works
Self-citationStenfors, C. U. D., Hanson, L. L. M., Theorell, T., & Osika, W. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01536 · Cited by 53 · see citing works
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Hill, L. K., & Hoggard, L. S. (2018) · Development and Psychopathology · doi:10.1017/s0954579418001268 · Cited by 51 · see citing works
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Self-citationDüsing, R., Mattie Tops, A., Radtke, E. L., Kühl, J., & Quirin, M. (2016) · Biological Psychology · doi:10.1016/j.biopsycho.2016.01.012 · Cited by 46 · see citing works
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Ottaviani, C., Borlimi, R., Brighetti, G., Caselli, G., Favaretto, E., Giardini, I., Marzocchi, C., Nucifora, V., Rebecchi, D., Ruggiero, G. M., et al. (2014) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2014.05.010 · Cited by 45 · see citing works
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Salomon, K., Burgess, K. D., & Bosson, J. K. (2015) · Journal of Experimental Psychology General · doi:10.1037/xge0000061 · Cited by 41 · see citing works
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Laethem, M. V., Beckers, D. G. J., van Hooff, M. L. M., Dijksterhuis, A., & Geurts, S. A. E. (2016) · Sleep Medicine · doi:10.1016/j.sleep.2016.06.020 · Cited by 40 · see citing works
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Beck, J., Loretz, E., & Rasch, B. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac055 · Cited by 40 · see citing works
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Mestanik, M., Mestanikova, A., Višňovcová, Z., Čalkovská, A., & Tonhajzerová, I. (2015) · Physiological Research · doi:10.33549/physiolres.933217 · Cited by 39 · see citing works
Pichon, S., Lombard, E., Eryilmaz, H., & Vuilleumier, P. O. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsu044 · Cited by 35 · see citing works
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Mellner, C., Kecklund, G., Kompier, M. A. J., Sariaslan, A., & Aronsson, G. (2016) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1877-636120160000016003 · Cited by 34 · see citing works
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Gendolla, G. H. E. (2015) · Social and Personality Psychology Compass · doi:10.1111/spc3.12208 · Cited by 33 · see citing works
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Willmann, M., Langlet, C., Hainaut, J.-P., & Bolmont, B. (2012) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.01.009 · Cited by 32 · see citing works
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Eryilmaz, H., Ville, D. V. D., Schwartz, S., & Vuilleumier, P. O. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.0065-14.2014 · Cited by 30 · see citing works
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Self-citationColgan, D. D., Klee, D., Memmott, T., Proulx, J. A., & Oken, B. (2018) · Stress and Health · doi:10.1002/smi.2845 · Cited by 29 · see citing works
Hoprekstad, Ø. L., Hetland, J., Bakker, A. B., Olsen, O. K., Espevik, R., Wessel, M., & Einarsen, S. V. (2019) · European Journal of Work and Organizational Psychology · doi:10.1080/1359432x.2018.1564279 · Cited by 29 · see citing works
Williams, D. P., Joseph, N. C., Hill, L. K., Sollers, J. J., Vasey, M. W., Way, B. M., Koenig, J., & Thayer, J. F. (2017) · Ethnicity and Health · doi:10.1080/13557858.2017.1378803 · Cited by 27 · see citing works
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Bornas, X., Tortella-Feliu, M., Balle, M., & Llabrés, J. (2013) · International Journal of Psychology · doi:10.1080/00207594.2012.671945 · Cited by 23 · see citing works
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Beute, F., de Kort, Y. A. W., & IJsselsteijn, W. A. (2016) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph13040420 · Cited by 24 · see citing works
Molina, V. M., Oriol, X., & Lira, M. M. (2018) · RICYDE Revista Internacional de Ciencias del Deporte · doi:10.5232/ricyde2018.05301 · Cited by 25 · see citing works
Fairclough, S. H., & Dobbins, C. (2020) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2020.102499 · Cited by 25 · see citing works
Herr, R. M., Bosch, J. A., Vianen, A. E. M. V., Jarczok, M. N., Thayer, J. F., Li, J., Schmidt, B., Fischer, J. E., & Loerbroks, A. (2014) · Annals of Behavioral Medicine · doi:10.1007/s12160-014-9669-9 · Cited by 24 · see citing works
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Butler, E. A. (2011) · Social and Personality Psychology Compass · doi:10.1111/j.1751-9004.2011.00372.x · Cited by 24 · see citing works
Versluis, A., Verkuil, B., Spinhoven, P., & BROSSCHOT, J. F. (2018) · Psychology and Health · doi:10.1080/08870446.2018.1456660 · Cited by 23 · see citing works
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Delayed psychophysiological recovery after self-concept-inconsistent negative performance feedback
Papousek, I., Paechter, M., & Lackner, H. K. (2011) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2011.09.013 · Cited by 22 · see citing works
Nguyễn, T. P. L., & Nguyen, D. T. (2025) · International journal of organizational analysis · doi:10.1108/ijoa-09-2024-4847 · Cited by 23 · see citing works
Weigelt, O., Seidel, J. C., Erber, L., Wendsche, J., Varol, Y. Z., Weiher, G. M., Gierer, P., Sciannimanica, C., Janzen, R., & Syrek, C. J. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20043573 · Cited by 20 · see citing works
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MacNeil, S., Deschênes, S. S., Caldwell, W., Brouillard, M., Dang-Vu, T.-T., & Gouin, J.-P. (2017) · Annals of Behavioral Medicine · doi:10.1007/s12160-017-9915-z · Cited by 24 · see citing works
Chun, J., Kim, H.-J., Hur, J.-W., Jung, D., Lee, H.-J., Pack, S., Lee, S., Kim, G., Cho, C., Lee, S., et al. (2022) · JMIR Serious Games · doi:10.2196/38284 · Cited by 14 · see citing works
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Fiol‐Veny, A., Balle, M., de la Torre‐Luque, A., & Bornas, X. (2019) · Anxiety Stress & Coping · doi:10.1080/10615806.2019.1641199 · Cited by 17 · see citing works
Felt, J. M., Russell, M. A., Ruiz, J. M., Johnson, J. A., Uchino, B. N., Allison, M., Smith, T. W., Taylor, D. J., Ahn, C. W., & Smyth, J. M. (2020) · Journal of Behavioral Medicine · doi:10.1007/s10865-020-00133-6 · Cited by 17 · see citing works
Dell'Acqua, C., Bò, E. D., Benvenuti, S. M., Ambrosini, E., Vallesi, A., & Palomba, D. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.03.011 · Cited by 13 · see citing works
Brown, S. B. R. E., BROSSCHOT, J. F., Versluis, A., Thayer, J. F., & Verkuil, B. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.564123 · Cited by 16 · see citing works
Self-citationHuskey, A., Taylor, D. J., & Friedman, B. H. (2022) · Developmental Psychobiology · doi:10.1002/dev.22242 · Cited by 18 · see citing works
Gramer, M., & Supp, N. (2014) · Biological Psychology · doi:10.1016/j.biopsycho.2014.06.002 · Cited by 16 · see citing works
Aliakbaryhosseinabadi, S., Keidser, G., May, T., Dau, T., Wendt, D., & Rotger-Griful, S. (2023) · Journal of Speech Language and Hearing Research · doi:10.1044/2023_jslhr-23-00063 · Cited by 14 · see citing works
Meng, Y., Chang, L., Hou, L., & Zhou, R. (2022) · Stress · doi:10.1080/10253890.2021.2024163 · Cited by 15 · see citing works
High Trait Rumination Is Associated with Blunted Nighttime Diastolic Blood Pressure Dipping
Johnson, J. A., Key, B. L., Routledge, F. S., Gerin, W., & Campbell, T. S. (2014) · Annals of Behavioral Medicine · doi:10.1007/s12160-014-9617-8 · Cited by 12 · see citing works
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Yang, F., Zhou, Z., & Huang, X. (2023) · Journal of Service Research · doi:10.1177/10946705231190872 · Cited by 12 · see citing works
Lin, I., Weng, C., Lin, T., & Lin, C. (2015) · Europe PMC (PubMed Central) · doi:10.6515/acs20141027b · Cited by 12 · see citing works
Ma, D., Serbin, L. A., & Stack, D. M. (2018) · Development and Psychopathology · doi:10.1017/s0954579417001870 · Cited by 12 · see citing works
Menghini, L., & Balducci, C. (2024) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000383 · Cited by 11 · see citing works
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Kaufman, J. A. (2015) · Ecopsychology · doi:10.1089/eco.2015.0014 · Cited by 11 · see citing works
The Effects of a Recovery-Focused Program for Stress Management in Women —An Exploratory Study
Lisspers, J., Almén, N., & Sundin, Ö. (2014) · Health · doi:10.4236/health.2014.620321 · Cited by 11 · see citing works
Versluis, A., Verkuil, B., & BROSSCHOT, J. F. (2017) · Stress and Health · doi:10.1002/smi.2777 · Cited by 10 · see citing works
Self-citation
- Authors
- Brosschot, J. F., Verkuil, B., & Thayer, J. F.
- Affiliations
- Leiden University (NL)
- The Ohio State University (US)
- Corresponding author
- Brosschot, Jos F.
- Venue
- Journal of Psychosomatic Research
- Publisher
- Elsevier BV
- Published
- 2010-10
- Volume
- 69
- Issue
- 4
- Pages
- 407-416
- ISSN
- 0022-3999 (ISSN-L)
- OpenAlex
- W2167618279
- Cited by
- 176
- References
- 89
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 9 · 2023: 9 · 2022: 10 · 2021: 9 · 2020: 12 · 2019: 11 · 2018: 16 · 2017: 16 · 2016: 17 · 2015: 16 · 2014: 15 · 2013: 7 · 2012: 5
- FWCI
- 0.84
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Psychosomatic Research (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Health Sciences › Medicine › Psychiatry and Mental health › Psychosomatic Disorders and Their Treatments
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Keywords
- perseverative cognition, unconscious cognition, stress, worry, autonomic nervous system, stress-related disorders
- MeSH terms
- Cognition, Humans, Stress, Psychological
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